diff --git a/docs/api/python/genindex.html b/docs/api/python/genindex.html
index 6df660a02c..d1be3783d4 100644
--- a/docs/api/python/genindex.html
+++ b/docs/api/python/genindex.html
@@ -42,7 +42,7 @@
     <script data-url_root="./" id="documentation_options" src="static/documentation_options.js"></script>
     <script src="static/jquery.js"></script>
     <script src="static/underscore.js"></script>
-    <script src="static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="static/doctools.js"></script>
     <script src="static/sphinx_highlight.js"></script>
     <script src="static/toggleprompt.js"></script>
@@ -4013,7 +4013,8 @@ <h2 id="Z">Z</h2>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/getting_started/index.html b/docs/api/python/getting_started/index.html
index 71c155c29c..c34b9f0801 100644
--- a/docs/api/python/getting_started/index.html
+++ b/docs/api/python/getting_started/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -492,15 +492,6 @@ <h2>Starting a Spark NLP Session from Python<a class="headerlink" href="#startin
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#starting-a-spark-nlp-session-from-python">Starting a Spark NLP Session from Python</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../_sources/getting_started/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -525,7 +516,8 @@ <h2>Starting a Spark NLP Session from Python<a class="headerlink" href="#startin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/index.html b/docs/api/python/index.html
index 2477e4940e..8637178fc0 100644
--- a/docs/api/python/index.html
+++ b/docs/api/python/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="./" id="documentation_options" src="static/documentation_options.js"></script>
     <script src="static/jquery.js"></script>
     <script src="static/underscore.js"></script>
-    <script src="static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="static/doctools.js"></script>
     <script src="static/sphinx_highlight.js"></script>
     <script src="static/toggleprompt.js"></script>
@@ -391,15 +391,6 @@ <h2>Content<a class="headerlink" href="#content" title="Permalink to this headin
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#content">Content</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="_sources/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -424,7 +415,8 @@ <h2>Content<a class="headerlink" href="#content" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/index.html b/docs/api/python/modules/index.html
index 30e4f859d8..f12c5d24a9 100644
--- a/docs/api/python/modules/index.html
+++ b/docs/api/python/modules/index.html
@@ -42,7 +42,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -515,7 +515,8 @@ <h1>All modules for which code is available</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp.html b/docs/api/python/modules/sparknlp.html
index e208f170a8..b81a129884 100644
--- a/docs/api/python/modules/sparknlp.html
+++ b/docs/api/python/modules/sparknlp.html
@@ -42,7 +42,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -675,7 +675,8 @@ <h1>Source code for sparknlp</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotation.html b/docs/api/python/modules/sparknlp/annotation.html
index 517d9e1d37..b093b997bd 100644
--- a/docs/api/python/modules/sparknlp/annotation.html
+++ b/docs/api/python/modules/sparknlp/annotation.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -552,7 +552,8 @@ <h1>Source code for sparknlp.annotation</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotation_audio.html b/docs/api/python/modules/sparknlp/annotation_audio.html
index a59e4acdb8..a8db5a2fcf 100644
--- a/docs/api/python/modules/sparknlp/annotation_audio.html
+++ b/docs/api/python/modules/sparknlp/annotation_audio.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -443,7 +443,8 @@ <h1>Source code for sparknlp.annotation_audio</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotation_image.html b/docs/api/python/modules/sparknlp/annotation_image.html
index 39d9b61c19..14af131886 100644
--- a/docs/api/python/modules/sparknlp/annotation_image.html
+++ b/docs/api/python/modules/sparknlp/annotation_image.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -464,7 +464,8 @@ <h1>Source code for sparknlp.annotation_image</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/audio/hubert_for_ctc.html b/docs/api/python/modules/sparknlp/annotator/audio/hubert_for_ctc.html
index 8201eccea2..f54f73252e 100644
--- a/docs/api/python/modules/sparknlp/annotator/audio/hubert_for_ctc.html
+++ b/docs/api/python/modules/sparknlp/annotator/audio/hubert_for_ctc.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -570,7 +570,8 @@ <h1>Source code for sparknlp.annotator.audio.hubert_for_ctc</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/audio/wav2vec2_for_ctc.html b/docs/api/python/modules/sparknlp/annotator/audio/wav2vec2_for_ctc.html
index 7fb4592ce6..9d9f5ea33f 100644
--- a/docs/api/python/modules/sparknlp/annotator/audio/wav2vec2_for_ctc.html
+++ b/docs/api/python/modules/sparknlp/annotator/audio/wav2vec2_for_ctc.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -543,7 +543,8 @@ <h1>Source code for sparknlp.annotator.audio.wav2vec2_for_ctc</h1><div class="hi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/chunk2_doc.html b/docs/api/python/modules/sparknlp/annotator/chunk2_doc.html
index 5f507f36aa..b05af415ff 100644
--- a/docs/api/python/modules/sparknlp/annotator/chunk2_doc.html
+++ b/docs/api/python/modules/sparknlp/annotator/chunk2_doc.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -467,7 +467,8 @@ <h1>Source code for sparknlp.annotator.chunk2_doc</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/chunker.html b/docs/api/python/modules/sparknlp/annotator/chunker.html
index b60a718a36..5af50b293d 100644
--- a/docs/api/python/modules/sparknlp/annotator/chunker.html
+++ b/docs/api/python/modules/sparknlp/annotator/chunker.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -519,7 +519,8 @@ <h1>Source code for sparknlp.annotator.chunker</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_question_answering.html
index 304b72a2c8..d7561edf46 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -566,7 +566,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.albert_for_question_answeri
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_sequence_classification.html
index 06ffea16ff..4ee0bbc521 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -597,7 +597,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.albert_for_sequence_classif
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_token_classification.html
index a118f0c208..14db9d2a66 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/albert_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -575,7 +575,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.albert_for_token_classifica
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_question_answering.html
index e63da8a975..affdc5ffba 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -564,7 +564,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.bert_for_question_answering
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_sequence_classification.html
index 27b3598fdf..30b24e373b 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -598,7 +598,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.bert_for_sequence_classific
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_token_classification.html
index c98efb93da..fc99c73fdb 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/bert_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -573,7 +573,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.bert_for_token_classificati
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_question_answering.html
index 6ad8a6178d..1f3f1bcb5e 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -564,7 +564,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.camembert_for_question_answ
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification.html
index 3ceb006407..a77f3179f6 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -601,7 +601,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.camembert_for_sequence_clas
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_token_classification.html
index 08e1833062..cfe8f780ef 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/camembert_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -569,7 +569,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.camembert_for_token_classif
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/classifier_dl.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/classifier_dl.html
index 4caa4b884b..dbea6446a3 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/classifier_dl.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/classifier_dl.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -702,7 +702,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.classifier_dl</h1><div clas
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_question_answering.html
index eecff4114f..2dda770bcf 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -564,7 +564,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.deberta_for_question_answer
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification.html
index 37891ddc20..dfe8a4fb15 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -595,7 +595,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.deberta_for_sequence_classi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_token_classification.html
index b605945d92..7362fd5eae 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/deberta_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -573,7 +573,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.deberta_for_token_classific
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering.html
index 5b53351490..3f6f1f3fd1 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -564,7 +564,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.distil_bert_for_question_an
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification.html
index 94f0d2ee9e..af7f0820a3 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -597,7 +597,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.distil_bert_for_sequence_cl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification.html
index 5acd8db9ba..dcb3ffbcab 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -571,7 +571,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.distil_bert_for_token_class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_question_answering.html
index d2b5c84071..14a1812df0 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -564,7 +564,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.longformer_for_question_ans
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification.html
index 1dc083c431..c0d72460e1 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -597,7 +597,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.longformer_for_sequence_cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_token_classification.html
index 568c49a238..b06c4814dd 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/longformer_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -572,7 +572,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.longformer_for_token_classi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/multi_classifier_dl.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/multi_classifier_dl.html
index d960222dbb..9c510ddb23 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/multi_classifier_dl.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/multi_classifier_dl.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -777,7 +777,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.multi_classifier_dl</h1><di
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_question_answering.html
index b607164cb2..259c163e59 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -564,7 +564,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.roberta_for_question_answer
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification.html
index e91e00c33f..ce4e1ba801 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -597,7 +597,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.roberta_for_sequence_classi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_token_classification.html
index f9c977d3c3..d625f730d6 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/roberta_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -571,7 +571,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.roberta_for_token_classific
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/sentiment_dl.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/sentiment_dl.html
index 364b09e14e..fad3698b1b 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/sentiment_dl.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/sentiment_dl.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -760,7 +760,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.sentiment_dl</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/tapas_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/tapas_for_question_answering.html
index 387755b143..fd6a01485e 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/tapas_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/tapas_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -552,7 +552,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.tapas_for_question_answerin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering.html
index 0b4509d4de..8e6aaeccc2 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -564,7 +564,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.xlm_roberta_for_question_an
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification.html
index 80623fabb8..66685e8732 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -597,7 +597,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.xlm_roberta_for_sequence_cl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification.html
index 171c0e2d85..dbd12556f0 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -569,7 +569,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.xlm_roberta_for_token_class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification.html
index df7d76bb25..d80b91a1b8 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -597,7 +597,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.xlnet_for_sequence_classifi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlnet_for_token_classification.html b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlnet_for_token_classification.html
index e0f12c87ee..34ce2f9140 100644
--- a/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlnet_for_token_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/classifier_dl/xlnet_for_token_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -572,7 +572,8 @@ <h1>Source code for sparknlp.annotator.classifier_dl.xlnet_for_token_classificat
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/coref/spanbert_coref.html b/docs/api/python/modules/sparknlp/annotator/coref/spanbert_coref.html
index 1ae0b2df6e..8aeaf5871a 100644
--- a/docs/api/python/modules/sparknlp/annotator/coref/spanbert_coref.html
+++ b/docs/api/python/modules/sparknlp/annotator/coref/spanbert_coref.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -617,7 +617,8 @@ <h1>Source code for sparknlp.annotator.coref.spanbert_coref</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/cv/swin_for_image_classification.html b/docs/api/python/modules/sparknlp/annotator/cv/swin_for_image_classification.html
index c51c273e3d..b04e20b4f1 100644
--- a/docs/api/python/modules/sparknlp/annotator/cv/swin_for_image_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/cv/swin_for_image_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -632,7 +632,8 @@ <h1>Source code for sparknlp.annotator.cv.swin_for_image_classification</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/cv/vit_for_image_classification.html b/docs/api/python/modules/sparknlp/annotator/cv/vit_for_image_classification.html
index 643020a108..dc96a2eefa 100644
--- a/docs/api/python/modules/sparknlp/annotator/cv/vit_for_image_classification.html
+++ b/docs/api/python/modules/sparknlp/annotator/cv/vit_for_image_classification.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -584,7 +584,8 @@ <h1>Source code for sparknlp.annotator.cv.vit_for_image_classification</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/date2_chunk.html b/docs/api/python/modules/sparknlp/annotator/date2_chunk.html
index eccd9a3fbd..7cd36097fb 100644
--- a/docs/api/python/modules/sparknlp/annotator/date2_chunk.html
+++ b/docs/api/python/modules/sparknlp/annotator/date2_chunk.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -454,7 +454,8 @@ <h1>Source code for sparknlp.annotator.date2_chunk</h1><div class="highlight"><p
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/dependency/dependency_parser.html b/docs/api/python/modules/sparknlp/annotator/dependency/dependency_parser.html
index bd797fd918..a0be59a875 100644
--- a/docs/api/python/modules/sparknlp/annotator/dependency/dependency_parser.html
+++ b/docs/api/python/modules/sparknlp/annotator/dependency/dependency_parser.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -676,7 +676,8 @@ <h1>Source code for sparknlp.annotator.dependency.dependency_parser</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/dependency/typed_dependency_parser.html b/docs/api/python/modules/sparknlp/annotator/dependency/typed_dependency_parser.html
index cfcbda0080..1650d1e7df 100644
--- a/docs/api/python/modules/sparknlp/annotator/dependency/typed_dependency_parser.html
+++ b/docs/api/python/modules/sparknlp/annotator/dependency/typed_dependency_parser.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -700,7 +700,8 @@ <h1>Source code for sparknlp.annotator.dependency.typed_dependency_parser</h1><d
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/document_normalizer.html b/docs/api/python/modules/sparknlp/annotator/document_normalizer.html
index e50bb95d61..d0fae03d9f 100644
--- a/docs/api/python/modules/sparknlp/annotator/document_normalizer.html
+++ b/docs/api/python/modules/sparknlp/annotator/document_normalizer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -581,7 +581,8 @@ <h1>Source code for sparknlp.annotator.document_normalizer</h1><div class="highl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/albert_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/albert_embeddings.html
index d8b5981cb5..f39ffa7e30 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/albert_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/albert_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -626,7 +626,8 @@ <h1>Source code for sparknlp.annotator.embeddings.albert_embeddings</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/bert_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/bert_embeddings.html
index a22bfc845e..fadd753844 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/bert_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/bert_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -602,7 +602,8 @@ <h1>Source code for sparknlp.annotator.embeddings.bert_embeddings</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/bert_sentence_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/bert_sentence_embeddings.html
index 1283e84acb..e1c8798858 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/bert_sentence_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/bert_sentence_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -618,7 +618,8 @@ <h1>Source code for sparknlp.annotator.embeddings.bert_sentence_embeddings</h1><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/camembert_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/camembert_embeddings.html
index 7672239130..3691592824 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/camembert_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/camembert_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -608,7 +608,8 @@ <h1>Source code for sparknlp.annotator.embeddings.camembert_embeddings</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/chunk_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/chunk_embeddings.html
index 9066fa4077..5ae403097b 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/chunk_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/chunk_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -531,7 +531,8 @@ <h1>Source code for sparknlp.annotator.embeddings.chunk_embeddings</h1><div clas
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/deberta_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/deberta_embeddings.html
index 4f8e9b62fb..4088f0ed2b 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/deberta_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/deberta_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -604,7 +604,8 @@ <h1>Source code for sparknlp.annotator.embeddings.deberta_embeddings</h1><div cl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/distil_bert_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/distil_bert_embeddings.html
index 72060fa5eb..ca20d896e8 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/distil_bert_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/distil_bert_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -617,7 +617,8 @@ <h1>Source code for sparknlp.annotator.embeddings.distil_bert_embeddings</h1><di
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/doc2vec.html b/docs/api/python/modules/sparknlp/annotator/embeddings/doc2vec.html
index 547654f04a..a2199bdb00 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/doc2vec.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/doc2vec.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -728,7 +728,8 @@ <h1>Source code for sparknlp.annotator.embeddings.doc2vec</h1><div class="highli
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/elmo_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/elmo_embeddings.html
index e23390b5d4..5dd70bda7a 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/elmo_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/elmo_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -633,7 +633,8 @@ <h1>Source code for sparknlp.annotator.embeddings.elmo_embeddings</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/longformer_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/longformer_embeddings.html
index 448c54ba8f..53e6ecbf39 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/longformer_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/longformer_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -607,7 +607,8 @@ <h1>Source code for sparknlp.annotator.embeddings.longformer_embeddings</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/roberta_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/roberta_embeddings.html
index 0c0ed77070..c3afbd616e 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/roberta_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/roberta_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -619,7 +619,8 @@ <h1>Source code for sparknlp.annotator.embeddings.roberta_embeddings</h1><div cl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/roberta_sentence_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/roberta_sentence_embeddings.html
index b6af93734e..1c9f7188f9 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/roberta_sentence_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/roberta_sentence_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -587,7 +587,8 @@ <h1>Source code for sparknlp.annotator.embeddings.roberta_sentence_embeddings</h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/sentence_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/sentence_embeddings.html
index 349cf31745..9fed2856d9 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/sentence_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/sentence_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -516,7 +516,8 @@ <h1>Source code for sparknlp.annotator.embeddings.sentence_embeddings</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/universal_sentence_encoder.html b/docs/api/python/modules/sparknlp/annotator/embeddings/universal_sentence_encoder.html
index 01cdd2edd0..83fcf8a6b1 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/universal_sentence_encoder.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/universal_sentence_encoder.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -593,7 +593,8 @@ <h1>Source code for sparknlp.annotator.embeddings.universal_sentence_encoder</h1
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/word2vec.html b/docs/api/python/modules/sparknlp/annotator/embeddings/word2vec.html
index 7efdcca7e3..cb4a345f28 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/word2vec.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/word2vec.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -729,7 +729,8 @@ <h1>Source code for sparknlp.annotator.embeddings.word2vec</h1><div class="highl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/word_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/word_embeddings.html
index 74ccbbbf34..7f2e93f034 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/word_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/word_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -767,7 +767,8 @@ <h1>Source code for sparknlp.annotator.embeddings.word_embeddings</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/xlm_roberta_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/xlm_roberta_embeddings.html
index c86b0f44b0..e683aee606 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/xlm_roberta_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/xlm_roberta_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -619,7 +619,8 @@ <h1>Source code for sparknlp.annotator.embeddings.xlm_roberta_embeddings</h1><di
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings.html
index b5fb59cd18..be56faac23 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -590,7 +590,8 @@ <h1>Source code for sparknlp.annotator.embeddings.xlm_roberta_sentence_embedding
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/embeddings/xlnet_embeddings.html b/docs/api/python/modules/sparknlp/annotator/embeddings/xlnet_embeddings.html
index 6ce3e004cc..e1da5a744b 100644
--- a/docs/api/python/modules/sparknlp/annotator/embeddings/xlnet_embeddings.html
+++ b/docs/api/python/modules/sparknlp/annotator/embeddings/xlnet_embeddings.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -623,7 +623,8 @@ <h1>Source code for sparknlp.annotator.embeddings.xlnet_embeddings</h1><div clas
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/er/entity_ruler.html b/docs/api/python/modules/sparknlp/annotator/er/entity_ruler.html
index deb3ebbe5f..de0645c123 100644
--- a/docs/api/python/modules/sparknlp/annotator/er/entity_ruler.html
+++ b/docs/api/python/modules/sparknlp/annotator/er/entity_ruler.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -635,7 +635,8 @@ <h1>Source code for sparknlp.annotator.er.entity_ruler</h1><div class="highlight
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/graph_extraction.html b/docs/api/python/modules/sparknlp/annotator/graph_extraction.html
index 2c7252b599..dcb24baf7a 100644
--- a/docs/api/python/modules/sparknlp/annotator/graph_extraction.html
+++ b/docs/api/python/modules/sparknlp/annotator/graph_extraction.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -750,7 +750,8 @@ <h1>Source code for sparknlp.annotator.graph_extraction</h1><div class="highligh
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/keyword_extraction/yake_keyword_extraction.html b/docs/api/python/modules/sparknlp/annotator/keyword_extraction/yake_keyword_extraction.html
index e241ba980c..21d2b66680 100644
--- a/docs/api/python/modules/sparknlp/annotator/keyword_extraction/yake_keyword_extraction.html
+++ b/docs/api/python/modules/sparknlp/annotator/keyword_extraction/yake_keyword_extraction.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -652,7 +652,8 @@ <h1>Source code for sparknlp.annotator.keyword_extraction.yake_keyword_extractio
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/ld_dl/language_detector_dl.html b/docs/api/python/modules/sparknlp/annotator/ld_dl/language_detector_dl.html
index a4ba501ccb..eb01b693bf 100644
--- a/docs/api/python/modules/sparknlp/annotator/ld_dl/language_detector_dl.html
+++ b/docs/api/python/modules/sparknlp/annotator/ld_dl/language_detector_dl.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -581,7 +581,8 @@ <h1>Source code for sparknlp.annotator.ld_dl.language_detector_dl</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/lemmatizer.html b/docs/api/python/modules/sparknlp/annotator/lemmatizer.html
index 705096e77a..abf8ae80c5 100644
--- a/docs/api/python/modules/sparknlp/annotator/lemmatizer.html
+++ b/docs/api/python/modules/sparknlp/annotator/lemmatizer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -632,7 +632,8 @@ <h1>Source code for sparknlp.annotator.lemmatizer</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/matcher/big_text_matcher.html b/docs/api/python/modules/sparknlp/annotator/matcher/big_text_matcher.html
index fce5dbf11e..3a7b3b07ea 100644
--- a/docs/api/python/modules/sparknlp/annotator/matcher/big_text_matcher.html
+++ b/docs/api/python/modules/sparknlp/annotator/matcher/big_text_matcher.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -654,7 +654,8 @@ <h1>Source code for sparknlp.annotator.matcher.big_text_matcher</h1><div class="
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/matcher/date_matcher.html b/docs/api/python/modules/sparknlp/annotator/matcher/date_matcher.html
index 4f76f378a9..108436df2b 100644
--- a/docs/api/python/modules/sparknlp/annotator/matcher/date_matcher.html
+++ b/docs/api/python/modules/sparknlp/annotator/matcher/date_matcher.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -652,7 +652,8 @@ <h1>Source code for sparknlp.annotator.matcher.date_matcher</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/matcher/multi_date_matcher.html b/docs/api/python/modules/sparknlp/annotator/matcher/multi_date_matcher.html
index 8caffb549a..42ca87407e 100644
--- a/docs/api/python/modules/sparknlp/annotator/matcher/multi_date_matcher.html
+++ b/docs/api/python/modules/sparknlp/annotator/matcher/multi_date_matcher.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -491,7 +491,8 @@ <h1>Source code for sparknlp.annotator.matcher.multi_date_matcher</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/matcher/regex_matcher.html b/docs/api/python/modules/sparknlp/annotator/matcher/regex_matcher.html
index 6e526d03d3..04eb2c29b3 100644
--- a/docs/api/python/modules/sparknlp/annotator/matcher/regex_matcher.html
+++ b/docs/api/python/modules/sparknlp/annotator/matcher/regex_matcher.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -603,7 +603,8 @@ <h1>Source code for sparknlp.annotator.matcher.regex_matcher</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/matcher/text_matcher.html b/docs/api/python/modules/sparknlp/annotator/matcher/text_matcher.html
index 4408dfc6cf..6814cbc86c 100644
--- a/docs/api/python/modules/sparknlp/annotator/matcher/text_matcher.html
+++ b/docs/api/python/modules/sparknlp/annotator/matcher/text_matcher.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -672,7 +672,8 @@ <h1>Source code for sparknlp.annotator.matcher.text_matcher</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/n_gram_generator.html b/docs/api/python/modules/sparknlp/annotator/n_gram_generator.html
index 740aec28f0..3566f264a3 100644
--- a/docs/api/python/modules/sparknlp/annotator/n_gram_generator.html
+++ b/docs/api/python/modules/sparknlp/annotator/n_gram_generator.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -523,7 +523,8 @@ <h1>Source code for sparknlp.annotator.n_gram_generator</h1><div class="highligh
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/ner/ner_approach.html b/docs/api/python/modules/sparknlp/annotator/ner/ner_approach.html
index be258eabfb..c6af41626f 100644
--- a/docs/api/python/modules/sparknlp/annotator/ner/ner_approach.html
+++ b/docs/api/python/modules/sparknlp/annotator/ner/ner_approach.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -476,7 +476,8 @@ <h1>Source code for sparknlp.annotator.ner.ner_approach</h1><div class="highligh
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/ner/ner_converter.html b/docs/api/python/modules/sparknlp/annotator/ner/ner_converter.html
index d5335a7ffd..c84dd01769 100644
--- a/docs/api/python/modules/sparknlp/annotator/ner/ner_converter.html
+++ b/docs/api/python/modules/sparknlp/annotator/ner/ner_converter.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -512,7 +512,8 @@ <h1>Source code for sparknlp.annotator.ner.ner_converter</h1><div class="highlig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/ner/ner_crf.html b/docs/api/python/modules/sparknlp/annotator/ner/ner_crf.html
index 14e579344e..436c412987 100644
--- a/docs/api/python/modules/sparknlp/annotator/ner/ner_crf.html
+++ b/docs/api/python/modules/sparknlp/annotator/ner/ner_crf.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -779,7 +779,8 @@ <h1>Source code for sparknlp.annotator.ner.ner_crf</h1><div class="highlight"><p
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/ner/ner_dl.html b/docs/api/python/modules/sparknlp/annotator/ner/ner_dl.html
index bac6f47a52..c2b29fa342 100644
--- a/docs/api/python/modules/sparknlp/annotator/ner/ner_dl.html
+++ b/docs/api/python/modules/sparknlp/annotator/ner/ner_dl.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -968,7 +968,8 @@ <h1>Source code for sparknlp.annotator.ner.ner_dl</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/ner/ner_overwriter.html b/docs/api/python/modules/sparknlp/annotator/ner/ner_overwriter.html
index 9e58a6a787..742e15f2eb 100644
--- a/docs/api/python/modules/sparknlp/annotator/ner/ner_overwriter.html
+++ b/docs/api/python/modules/sparknlp/annotator/ner/ner_overwriter.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -548,7 +548,8 @@ <h1>Source code for sparknlp.annotator.ner.ner_overwriter</h1><div class="highli
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/ner/zero_shot_ner_model.html b/docs/api/python/modules/sparknlp/annotator/ner/zero_shot_ner_model.html
index a9df3f065e..3a12999956 100644
--- a/docs/api/python/modules/sparknlp/annotator/ner/zero_shot_ner_model.html
+++ b/docs/api/python/modules/sparknlp/annotator/ner/zero_shot_ner_model.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -555,7 +555,8 @@ <h1>Source code for sparknlp.annotator.ner.zero_shot_ner_model</h1><div class="h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/normalizer.html b/docs/api/python/modules/sparknlp/annotator/normalizer.html
index 768dbb30ea..b61e25239f 100644
--- a/docs/api/python/modules/sparknlp/annotator/normalizer.html
+++ b/docs/api/python/modules/sparknlp/annotator/normalizer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -612,7 +612,8 @@ <h1>Source code for sparknlp.annotator.normalizer</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/param/classifier_encoder.html b/docs/api/python/modules/sparknlp/annotator/param/classifier_encoder.html
index a9a1e73d90..2dace553d4 100644
--- a/docs/api/python/modules/sparknlp/annotator/param/classifier_encoder.html
+++ b/docs/api/python/modules/sparknlp/annotator/param/classifier_encoder.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -480,7 +480,8 @@ <h1>Source code for sparknlp.annotator.param.classifier_encoder</h1><div class="
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/param/evaluation_dl_params.html b/docs/api/python/modules/sparknlp/annotator/param/evaluation_dl_params.html
index a881b8e943..66f794cca2 100644
--- a/docs/api/python/modules/sparknlp/annotator/param/evaluation_dl_params.html
+++ b/docs/api/python/modules/sparknlp/annotator/param/evaluation_dl_params.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -512,7 +512,8 @@ <h1>Source code for sparknlp.annotator.param.evaluation_dl_params</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/pos/perceptron.html b/docs/api/python/modules/sparknlp/annotator/pos/perceptron.html
index ec6e6ee4bb..ec93742e61 100644
--- a/docs/api/python/modules/sparknlp/annotator/pos/perceptron.html
+++ b/docs/api/python/modules/sparknlp/annotator/pos/perceptron.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -645,7 +645,8 @@ <h1>Source code for sparknlp.annotator.pos.perceptron</h1><div class="highlight"
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/sentence/sentence_detector.html b/docs/api/python/modules/sparknlp/annotator/sentence/sentence_detector.html
index e9bf31333e..36ed366581 100644
--- a/docs/api/python/modules/sparknlp/annotator/sentence/sentence_detector.html
+++ b/docs/api/python/modules/sparknlp/annotator/sentence/sentence_detector.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -672,7 +672,8 @@ <h1>Source code for sparknlp.annotator.sentence.sentence_detector</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/sentence/sentence_detector_dl.html b/docs/api/python/modules/sparknlp/annotator/sentence/sentence_detector_dl.html
index bb8bf69dd9..6444b14723 100644
--- a/docs/api/python/modules/sparknlp/annotator/sentence/sentence_detector_dl.html
+++ b/docs/api/python/modules/sparknlp/annotator/sentence/sentence_detector_dl.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -849,7 +849,8 @@ <h1>Source code for sparknlp.annotator.sentence.sentence_detector_dl</h1><div cl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/sentiment/sentiment_detector.html b/docs/api/python/modules/sparknlp/annotator/sentiment/sentiment_detector.html
index 1526893a27..43b8372456 100644
--- a/docs/api/python/modules/sparknlp/annotator/sentiment/sentiment_detector.html
+++ b/docs/api/python/modules/sparknlp/annotator/sentiment/sentiment_detector.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -590,7 +590,8 @@ <h1>Source code for sparknlp.annotator.sentiment.sentiment_detector</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/sentiment/vivekn_sentiment.html b/docs/api/python/modules/sparknlp/annotator/sentiment/vivekn_sentiment.html
index 7d8025b803..8f8306f7b1 100644
--- a/docs/api/python/modules/sparknlp/annotator/sentiment/vivekn_sentiment.html
+++ b/docs/api/python/modules/sparknlp/annotator/sentiment/vivekn_sentiment.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -624,7 +624,8 @@ <h1>Source code for sparknlp.annotator.sentiment.vivekn_sentiment</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/seq2seq/gpt2_transformer.html b/docs/api/python/modules/sparknlp/annotator/seq2seq/gpt2_transformer.html
index 61c3623ba8..4f628222dd 100644
--- a/docs/api/python/modules/sparknlp/annotator/seq2seq/gpt2_transformer.html
+++ b/docs/api/python/modules/sparknlp/annotator/seq2seq/gpt2_transformer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -745,7 +745,8 @@ <h1>Source code for sparknlp.annotator.seq2seq.gpt2_transformer</h1><div class="
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/seq2seq/marian_transformer.html b/docs/api/python/modules/sparknlp/annotator/seq2seq/marian_transformer.html
index a0640fa545..52f918c50f 100644
--- a/docs/api/python/modules/sparknlp/annotator/seq2seq/marian_transformer.html
+++ b/docs/api/python/modules/sparknlp/annotator/seq2seq/marian_transformer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -635,7 +635,8 @@ <h1>Source code for sparknlp.annotator.seq2seq.marian_transformer</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/seq2seq/t5_transformer.html b/docs/api/python/modules/sparknlp/annotator/seq2seq/t5_transformer.html
index e8ee5e2df4..62a168f763 100644
--- a/docs/api/python/modules/sparknlp/annotator/seq2seq/t5_transformer.html
+++ b/docs/api/python/modules/sparknlp/annotator/seq2seq/t5_transformer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -757,7 +757,8 @@ <h1>Source code for sparknlp.annotator.seq2seq.t5_transformer</h1><div class="hi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/spell_check/context_spell_checker.html b/docs/api/python/modules/sparknlp/annotator/spell_check/context_spell_checker.html
index 8e26c6618e..8dd3093e97 100644
--- a/docs/api/python/modules/sparknlp/annotator/spell_check/context_spell_checker.html
+++ b/docs/api/python/modules/sparknlp/annotator/spell_check/context_spell_checker.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -1293,7 +1293,8 @@ <h1>Source code for sparknlp.annotator.spell_check.context_spell_checker</h1><di
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/spell_check/norvig_sweeting.html b/docs/api/python/modules/sparknlp/annotator/spell_check/norvig_sweeting.html
index 1345abf3b3..9ed963a42a 100644
--- a/docs/api/python/modules/sparknlp/annotator/spell_check/norvig_sweeting.html
+++ b/docs/api/python/modules/sparknlp/annotator/spell_check/norvig_sweeting.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -740,7 +740,8 @@ <h1>Source code for sparknlp.annotator.spell_check.norvig_sweeting</h1><div clas
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/spell_check/symmetric_delete.html b/docs/api/python/modules/sparknlp/annotator/spell_check/symmetric_delete.html
index 48aa4ea620..2214d47155 100644
--- a/docs/api/python/modules/sparknlp/annotator/spell_check/symmetric_delete.html
+++ b/docs/api/python/modules/sparknlp/annotator/spell_check/symmetric_delete.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -681,7 +681,8 @@ <h1>Source code for sparknlp.annotator.spell_check.symmetric_delete</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/stemmer.html b/docs/api/python/modules/sparknlp/annotator/stemmer.html
index 91fb33cb50..1d707fafa6 100644
--- a/docs/api/python/modules/sparknlp/annotator/stemmer.html
+++ b/docs/api/python/modules/sparknlp/annotator/stemmer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -461,7 +461,8 @@ <h1>Source code for sparknlp.annotator.stemmer</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/stop_words_cleaner.html b/docs/api/python/modules/sparknlp/annotator/stop_words_cleaner.html
index 9857f8bfc7..fdba844963 100644
--- a/docs/api/python/modules/sparknlp/annotator/stop_words_cleaner.html
+++ b/docs/api/python/modules/sparknlp/annotator/stop_words_cleaner.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -572,7 +572,8 @@ <h1>Source code for sparknlp.annotator.stop_words_cleaner</h1><div class="highli
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/tf_ner_dl_graph_builder.html b/docs/api/python/modules/sparknlp/annotator/tf_ner_dl_graph_builder.html
index cf8149188b..18b0d08254 100644
--- a/docs/api/python/modules/sparknlp/annotator/tf_ner_dl_graph_builder.html
+++ b/docs/api/python/modules/sparknlp/annotator/tf_ner_dl_graph_builder.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -561,7 +561,8 @@ <h1>Source code for sparknlp.annotator.tf_ner_dl_graph_builder</h1><div class="h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/token/chunk_tokenizer.html b/docs/api/python/modules/sparknlp/annotator/token/chunk_tokenizer.html
index 50a7336350..838e463fb3 100644
--- a/docs/api/python/modules/sparknlp/annotator/token/chunk_tokenizer.html
+++ b/docs/api/python/modules/sparknlp/annotator/token/chunk_tokenizer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -500,7 +500,8 @@ <h1>Source code for sparknlp.annotator.token.chunk_tokenizer</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/token/recursive_tokenizer.html b/docs/api/python/modules/sparknlp/annotator/token/recursive_tokenizer.html
index 8c09faa80b..08eba0695e 100644
--- a/docs/api/python/modules/sparknlp/annotator/token/recursive_tokenizer.html
+++ b/docs/api/python/modules/sparknlp/annotator/token/recursive_tokenizer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -587,7 +587,8 @@ <h1>Source code for sparknlp.annotator.token.recursive_tokenizer</h1><div class=
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/token/regex_tokenizer.html b/docs/api/python/modules/sparknlp/annotator/token/regex_tokenizer.html
index fd5c5faeec..c6462a30a8 100644
--- a/docs/api/python/modules/sparknlp/annotator/token/regex_tokenizer.html
+++ b/docs/api/python/modules/sparknlp/annotator/token/regex_tokenizer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -590,7 +590,8 @@ <h1>Source code for sparknlp.annotator.token.regex_tokenizer</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/token/tokenizer.html b/docs/api/python/modules/sparknlp/annotator/token/tokenizer.html
index e12189092d..9a8da39977 100644
--- a/docs/api/python/modules/sparknlp/annotator/token/tokenizer.html
+++ b/docs/api/python/modules/sparknlp/annotator/token/tokenizer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -943,7 +943,8 @@ <h1>Source code for sparknlp.annotator.token.tokenizer</h1><div class="highlight
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/annotator/ws/word_segmenter.html b/docs/api/python/modules/sparknlp/annotator/ws/word_segmenter.html
index 7488babf25..890ace7f2d 100644
--- a/docs/api/python/modules/sparknlp/annotator/ws/word_segmenter.html
+++ b/docs/api/python/modules/sparknlp/annotator/ws/word_segmenter.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -811,7 +811,8 @@ <h1>Source code for sparknlp.annotator.ws.word_segmenter</h1><div class="highlig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/audio_assembler.html b/docs/api/python/modules/sparknlp/base/audio_assembler.html
index 2550578c7c..4abeae2644 100644
--- a/docs/api/python/modules/sparknlp/base/audio_assembler.html
+++ b/docs/api/python/modules/sparknlp/base/audio_assembler.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -477,7 +477,8 @@ <h1>Source code for sparknlp.base.audio_assembler</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/doc2_chunk.html b/docs/api/python/modules/sparknlp/base/doc2_chunk.html
index b3cb5bfb4c..8133f35438 100644
--- a/docs/api/python/modules/sparknlp/base/doc2_chunk.html
+++ b/docs/api/python/modules/sparknlp/base/doc2_chunk.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -551,7 +551,8 @@ <h1>Source code for sparknlp.base.doc2_chunk</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/document_assembler.html b/docs/api/python/modules/sparknlp/base/document_assembler.html
index c7f6b39f11..32683db1e2 100644
--- a/docs/api/python/modules/sparknlp/base/document_assembler.html
+++ b/docs/api/python/modules/sparknlp/base/document_assembler.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -546,7 +546,8 @@ <h1>Source code for sparknlp.base.document_assembler</h1><div class="highlight">
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/embeddings_finisher.html b/docs/api/python/modules/sparknlp/base/embeddings_finisher.html
index 5898a3397e..4ebe7d1787 100644
--- a/docs/api/python/modules/sparknlp/base/embeddings_finisher.html
+++ b/docs/api/python/modules/sparknlp/base/embeddings_finisher.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -583,7 +583,8 @@ <h1>Source code for sparknlp.base.embeddings_finisher</h1><div class="highlight"
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/finisher.html b/docs/api/python/modules/sparknlp/base/finisher.html
index 850666a87f..7c4574f1a8 100644
--- a/docs/api/python/modules/sparknlp/base/finisher.html
+++ b/docs/api/python/modules/sparknlp/base/finisher.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -599,7 +599,8 @@ <h1>Source code for sparknlp.base.finisher</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/graph_finisher.html b/docs/api/python/modules/sparknlp/base/graph_finisher.html
index 1a5e647c4a..3eeaf062de 100644
--- a/docs/api/python/modules/sparknlp/base/graph_finisher.html
+++ b/docs/api/python/modules/sparknlp/base/graph_finisher.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -507,7 +507,8 @@ <h1>Source code for sparknlp.base.graph_finisher</h1><div class="highlight"><pre
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/has_recursive_fit.html b/docs/api/python/modules/sparknlp/base/has_recursive_fit.html
index 0acf8e8c40..f907bce6e2 100644
--- a/docs/api/python/modules/sparknlp/base/has_recursive_fit.html
+++ b/docs/api/python/modules/sparknlp/base/has_recursive_fit.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -406,7 +406,8 @@ <h1>Source code for sparknlp.base.has_recursive_fit</h1><div class="highlight"><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/has_recursive_transform.html b/docs/api/python/modules/sparknlp/base/has_recursive_transform.html
index 39d83ff7c5..8d82694256 100644
--- a/docs/api/python/modules/sparknlp/base/has_recursive_transform.html
+++ b/docs/api/python/modules/sparknlp/base/has_recursive_transform.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -404,7 +404,8 @@ <h1>Source code for sparknlp.base.has_recursive_transform</h1><div class="highli
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/image_assembler.html b/docs/api/python/modules/sparknlp/base/image_assembler.html
index ee71946f07..c96306e94e 100644
--- a/docs/api/python/modules/sparknlp/base/image_assembler.html
+++ b/docs/api/python/modules/sparknlp/base/image_assembler.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -485,7 +485,8 @@ <h1>Source code for sparknlp.base.image_assembler</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/light_pipeline.html b/docs/api/python/modules/sparknlp/base/light_pipeline.html
index f2f46359b3..3ce016156f 100644
--- a/docs/api/python/modules/sparknlp/base/light_pipeline.html
+++ b/docs/api/python/modules/sparknlp/base/light_pipeline.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -800,7 +800,8 @@ <h1>Source code for sparknlp.base.light_pipeline</h1><div class="highlight"><pre
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/multi_document_assembler.html b/docs/api/python/modules/sparknlp/base/multi_document_assembler.html
index 0368dff5b7..cad1b1b2cc 100644
--- a/docs/api/python/modules/sparknlp/base/multi_document_assembler.html
+++ b/docs/api/python/modules/sparknlp/base/multi_document_assembler.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -546,7 +546,8 @@ <h1>Source code for sparknlp.base.multi_document_assembler</h1><div class="highl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/recursive_pipeline.html b/docs/api/python/modules/sparknlp/base/recursive_pipeline.html
index 1db1862281..6143202193 100644
--- a/docs/api/python/modules/sparknlp/base/recursive_pipeline.html
+++ b/docs/api/python/modules/sparknlp/base/recursive_pipeline.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -489,7 +489,8 @@ <h1>Source code for sparknlp.base.recursive_pipeline</h1><div class="highlight">
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/table_assembler.html b/docs/api/python/modules/sparknlp/base/table_assembler.html
index 2e7d64edd5..4cfe76331f 100644
--- a/docs/api/python/modules/sparknlp/base/table_assembler.html
+++ b/docs/api/python/modules/sparknlp/base/table_assembler.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -527,7 +527,8 @@ <h1>Source code for sparknlp.base.table_assembler</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/token2_chunk.html b/docs/api/python/modules/sparknlp/base/token2_chunk.html
index 271c48152d..e8b52c706e 100644
--- a/docs/api/python/modules/sparknlp/base/token2_chunk.html
+++ b/docs/api/python/modules/sparknlp/base/token2_chunk.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -458,7 +458,8 @@ <h1>Source code for sparknlp.base.token2_chunk</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/base/token_assembler.html b/docs/api/python/modules/sparknlp/base/token_assembler.html
index 8f30479585..1f8a6cf034 100644
--- a/docs/api/python/modules/sparknlp/base/token_assembler.html
+++ b/docs/api/python/modules/sparknlp/base/token_assembler.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -506,7 +506,8 @@ <h1>Source code for sparknlp.base.token_assembler</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/common/annotator_approach.html b/docs/api/python/modules/sparknlp/common/annotator_approach.html
index fed8b48e95..559247a2a5 100644
--- a/docs/api/python/modules/sparknlp/common/annotator_approach.html
+++ b/docs/api/python/modules/sparknlp/common/annotator_approach.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -423,7 +423,8 @@ <h1>Source code for sparknlp.common.annotator_approach</h1><div class="highlight
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/common/annotator_model.html b/docs/api/python/modules/sparknlp/common/annotator_model.html
index 01a7604bd6..47b23e0e5b 100644
--- a/docs/api/python/modules/sparknlp/common/annotator_model.html
+++ b/docs/api/python/modules/sparknlp/common/annotator_model.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -429,7 +429,8 @@ <h1>Source code for sparknlp.common.annotator_model</h1><div class="highlight"><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/common/annotator_properties.html b/docs/api/python/modules/sparknlp/common/annotator_properties.html
index 5eb8650516..03e78c3249 100644
--- a/docs/api/python/modules/sparknlp/common/annotator_properties.html
+++ b/docs/api/python/modules/sparknlp/common/annotator_properties.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -496,7 +496,8 @@ <h1>Source code for sparknlp.common.annotator_properties</h1><div class="highlig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/common/properties.html b/docs/api/python/modules/sparknlp/common/properties.html
index c0e14980f4..99aa2a92bf 100644
--- a/docs/api/python/modules/sparknlp/common/properties.html
+++ b/docs/api/python/modules/sparknlp/common/properties.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -775,7 +775,8 @@ <h1>Source code for sparknlp.common.properties</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/common/read_as.html b/docs/api/python/modules/sparknlp/common/read_as.html
index b6096d42ec..590796b229 100644
--- a/docs/api/python/modules/sparknlp/common/read_as.html
+++ b/docs/api/python/modules/sparknlp/common/read_as.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -415,7 +415,8 @@ <h1>Source code for sparknlp.common.read_as</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/common/recursive_annotator_approach.html b/docs/api/python/modules/sparknlp/common/recursive_annotator_approach.html
index 551939acff..a6376f6771 100644
--- a/docs/api/python/modules/sparknlp/common/recursive_annotator_approach.html
+++ b/docs/api/python/modules/sparknlp/common/recursive_annotator_approach.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -417,7 +417,8 @@ <h1>Source code for sparknlp.common.recursive_annotator_approach</h1><div class=
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/common/utils.html b/docs/api/python/modules/sparknlp/common/utils.html
index b128f44392..18c23e8e97 100644
--- a/docs/api/python/modules/sparknlp/common/utils.html
+++ b/docs/api/python/modules/sparknlp/common/utils.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -421,7 +421,8 @@ <h1>Source code for sparknlp.common.utils</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/functions.html b/docs/api/python/modules/sparknlp/functions.html
index 3d9c71c004..ad51096760 100644
--- a/docs/api/python/modules/sparknlp/functions.html
+++ b/docs/api/python/modules/sparknlp/functions.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -727,7 +727,8 @@ <h1>Source code for sparknlp.functions</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/internal/annotator_java_ml.html b/docs/api/python/modules/sparknlp/internal/annotator_java_ml.html
index c413c7fa1e..58c8861f00 100644
--- a/docs/api/python/modules/sparknlp/internal/annotator_java_ml.html
+++ b/docs/api/python/modules/sparknlp/internal/annotator_java_ml.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -414,7 +414,8 @@ <h1>Source code for sparknlp.internal.annotator_java_ml</h1><div class="highligh
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/internal/annotator_transformer.html b/docs/api/python/modules/sparknlp/internal/annotator_transformer.html
index 17237035bc..9f63a30f30 100644
--- a/docs/api/python/modules/sparknlp/internal/annotator_transformer.html
+++ b/docs/api/python/modules/sparknlp/internal/annotator_transformer.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -419,7 +419,8 @@ <h1>Source code for sparknlp.internal.annotator_transformer</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/internal/extended_java_wrapper.html b/docs/api/python/modules/sparknlp/internal/extended_java_wrapper.html
index b9eec5c9a8..9617f4fc9e 100644
--- a/docs/api/python/modules/sparknlp/internal/extended_java_wrapper.html
+++ b/docs/api/python/modules/sparknlp/internal/extended_java_wrapper.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -445,7 +445,8 @@ <h1>Source code for sparknlp.internal.extended_java_wrapper</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/internal/params_getters_setters.html b/docs/api/python/modules/sparknlp/internal/params_getters_setters.html
index 94d263ae84..49c6d337d0 100644
--- a/docs/api/python/modules/sparknlp/internal/params_getters_setters.html
+++ b/docs/api/python/modules/sparknlp/internal/params_getters_setters.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -453,7 +453,8 @@ <h1>Source code for sparknlp.internal.params_getters_setters</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/internal/recursive.html b/docs/api/python/modules/sparknlp/internal/recursive.html
index 3b5911765f..60c9b2fcfa 100644
--- a/docs/api/python/modules/sparknlp/internal/recursive.html
+++ b/docs/api/python/modules/sparknlp/internal/recursive.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -452,7 +452,8 @@ <h1>Source code for sparknlp.internal.recursive</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/logging/comet.html b/docs/api/python/modules/sparknlp/logging/comet.html
index e3e301e947..6e2f9b18a3 100644
--- a/docs/api/python/modules/sparknlp/logging/comet.html
+++ b/docs/api/python/modules/sparknlp/logging/comet.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -849,7 +849,8 @@ <h1>Source code for sparknlp.logging.comet</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/pretrained/pretrained_pipeline.html b/docs/api/python/modules/sparknlp/pretrained/pretrained_pipeline.html
index 3872fd455b..4d48c16d88 100644
--- a/docs/api/python/modules/sparknlp/pretrained/pretrained_pipeline.html
+++ b/docs/api/python/modules/sparknlp/pretrained/pretrained_pipeline.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -540,7 +540,8 @@ <h1>Source code for sparknlp.pretrained.pretrained_pipeline</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/pretrained/resource_downloader.html b/docs/api/python/modules/sparknlp/pretrained/resource_downloader.html
index d590804da2..6ebec877b3 100644
--- a/docs/api/python/modules/sparknlp/pretrained/resource_downloader.html
+++ b/docs/api/python/modules/sparknlp/pretrained/resource_downloader.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -595,7 +595,8 @@ <h1>Source code for sparknlp.pretrained.resource_downloader</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/training/conll.html b/docs/api/python/modules/sparknlp/training/conll.html
index 6467e9d7de..e113c86fed 100644
--- a/docs/api/python/modules/sparknlp/training/conll.html
+++ b/docs/api/python/modules/sparknlp/training/conll.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -532,7 +532,8 @@ <h1>Source code for sparknlp.training.conll</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/training/conllu.html b/docs/api/python/modules/sparknlp/training/conllu.html
index 8f7ab03055..414af4439d 100644
--- a/docs/api/python/modules/sparknlp/training/conllu.html
+++ b/docs/api/python/modules/sparknlp/training/conllu.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -485,7 +485,8 @@ <h1>Source code for sparknlp.training.conllu</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/training/pos.html b/docs/api/python/modules/sparknlp/training/pos.html
index 7dbeb40464..6af2ba6946 100644
--- a/docs/api/python/modules/sparknlp/training/pos.html
+++ b/docs/api/python/modules/sparknlp/training/pos.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -485,7 +485,8 @@ <h1>Source code for sparknlp.training.pos</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/training/pub_tator.html b/docs/api/python/modules/sparknlp/training/pub_tator.html
index 7f6ab61dfe..fbb5c6a82d 100644
--- a/docs/api/python/modules/sparknlp/training/pub_tator.html
+++ b/docs/api/python/modules/sparknlp/training/pub_tator.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -458,7 +458,8 @@ <h1>Source code for sparknlp.training.pub_tator</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/modules/sparknlp/training/spacy_to_annotation.html b/docs/api/python/modules/sparknlp/training/spacy_to_annotation.html
index 75d5c159bf..0615536de6 100644
--- a/docs/api/python/modules/sparknlp/training/spacy_to_annotation.html
+++ b/docs/api/python/modules/sparknlp/training/spacy_to_annotation.html
@@ -42,7 +42,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -439,7 +439,8 @@ <h1>Source code for sparknlp.training.spacy_to_annotation</h1><div class="highli
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/py-modindex.html b/docs/api/python/py-modindex.html
index 258b6e5d87..26d2f4b7ef 100644
--- a/docs/api/python/py-modindex.html
+++ b/docs/api/python/py-modindex.html
@@ -42,7 +42,7 @@
     <script data-url_root="./" id="documentation_options" src="static/documentation_options.js"></script>
     <script src="static/jquery.js"></script>
     <script src="static/underscore.js"></script>
-    <script src="static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="static/doctools.js"></script>
     <script src="static/sphinx_highlight.js"></script>
     <script src="static/toggleprompt.js"></script>
@@ -1225,7 +1225,8 @@ <h1>Python Module Index</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotation/index.html b/docs/api/python/reference/autosummary/sparknlp/annotation/index.html
index ea60c1929e..2d8af74967 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotation/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotation/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -539,15 +539,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/annotation/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -572,7 +563,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotation_audio/index.html b/docs/api/python/reference/autosummary/sparknlp/annotation_audio/index.html
index a87456f8d4..aecb312a10 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotation_audio/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotation_audio/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -438,15 +438,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/annotation_audio/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -471,7 +462,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotation_image/index.html b/docs/api/python/reference/autosummary/sparknlp/annotation_image/index.html
index e3be5b1ac7..d99e236e32 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotation_image/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotation_image/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -450,15 +450,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/annotation_image/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -483,7 +474,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/audio/hubert_for_ctc/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/audio/hubert_for_ctc/index.html
index 0b5cef2ed0..70d3c4c199 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/audio/hubert_for_ctc/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/audio/hubert_for_ctc/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -555,15 +555,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/audio/hubert_for_ctc/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -588,7 +579,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/audio/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/audio/index.html
index e9d7d0558a..034776d019 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/audio/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/audio/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -381,15 +381,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/audio/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -414,7 +405,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/audio/wav2vec2_for_ctc/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/audio/wav2vec2_for_ctc/index.html
index 1242bc5fd1..f5bca87a9d 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/audio/wav2vec2_for_ctc/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/audio/wav2vec2_for_ctc/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -534,15 +534,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/audio/wav2vec2_for_ctc/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -567,7 +558,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/chunk2_doc/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/chunk2_doc/index.html
index 71610211e6..7b81735f50 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/chunk2_doc/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/chunk2_doc/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -594,15 +594,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/chunk2_doc/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -627,7 +618,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/chunker/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/chunker/index.html
index e0e32edc3c..878129b34d 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/chunker/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/chunker/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -656,15 +656,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/chunker/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -689,7 +680,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_question_answering/index.html
index 386f1a9fc7..c87ff6aae8 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -554,15 +554,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -587,7 +578,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_sequence_classification/index.html
index d90ed25608..c57e3c9876 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -731,15 +731,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -764,7 +755,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_token_classification/index.html
index b4e61b3c1f..8839d22de2 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -713,15 +713,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/albert_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -746,7 +737,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_question_answering/index.html
index 0fd4a1644b..9a914184b9 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -554,15 +554,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -587,7 +578,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_sequence_classification/index.html
index 3bf7be1bd1..f85bf48f1d 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -731,15 +731,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -764,7 +755,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_token_classification/index.html
index 88b7f46199..0ce4225def 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -708,15 +708,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/bert_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -741,7 +732,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_question_answering/index.html
index e9adc956b3..0e14b758e4 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -554,15 +554,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -587,7 +578,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification/index.html
index 2d8a46c22f..57cee46edc 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -735,15 +735,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -768,7 +759,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_token_classification/index.html
index f48cd850e8..62dd86eb42 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -706,15 +706,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/camembert_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -739,7 +730,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/classifier_dl/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/classifier_dl/index.html
index 5f26f3542a..75aa5f8733 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/classifier_dl/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/classifier_dl/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -842,15 +842,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/classifier_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -875,7 +866,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_question_answering/index.html
index 08067ddec8..a0a7fedbda 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -554,15 +554,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -587,7 +578,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification/index.html
index 9fbcb628af..4206118bdb 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -729,15 +729,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -762,7 +753,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_token_classification/index.html
index 667c10aa48..c1e9744443 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -708,15 +708,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/deberta_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -741,7 +732,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering/index.html
index f317f3d202..44197bd8c1 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -554,15 +554,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -587,7 +578,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification/index.html
index 4f2c1d51d0..85dcd93a2a 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -731,15 +731,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -764,7 +755,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification/index.html
index 0cf04e1818..6f0140a80a 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -706,15 +706,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/distil_bert_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -739,7 +730,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/index.html
index de69f8676b..5103d4436d 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -540,15 +540,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -573,7 +564,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_question_answering/index.html
index 18ac2ae6ad..9e6e90fe6f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -554,15 +554,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -587,7 +578,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification/index.html
index 94dc942109..611ec91737 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -731,15 +731,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -764,7 +755,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_token_classification/index.html
index ef2c118fd5..5ffe4973c9 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -706,15 +706,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/longformer_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -739,7 +730,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/multi_classifier_dl/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/multi_classifier_dl/index.html
index 59ac8bcf2c..3dfe9e8a8e 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/multi_classifier_dl/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/multi_classifier_dl/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -910,15 +910,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/multi_classifier_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -943,7 +934,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_question_answering/index.html
index dfde0bb4a4..988f71c61f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -554,15 +554,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -587,7 +578,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification/index.html
index 98ba764f68..9706e2243e 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -731,15 +731,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -764,7 +755,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_token_classification/index.html
index ba10a3c01e..056e2e90b7 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -706,15 +706,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/roberta_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -739,7 +730,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/sentiment_dl/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/sentiment_dl/index.html
index fbce698aea..01a37019ab 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/sentiment_dl/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/sentiment_dl/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -892,15 +892,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/sentiment_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -925,7 +916,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/tapas_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/tapas_for_question_answering/index.html
index 9a44739d8f..2f508305dc 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/tapas_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/tapas_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -549,15 +549,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/tapas_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -582,7 +573,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering/index.html
index e5ae2048d0..77997a727a 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -554,15 +554,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -587,7 +578,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification/index.html
index 342317332e..3ce93ffa00 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -731,15 +731,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -764,7 +755,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification/index.html
index ebb93ca536..bdbde219d0 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -706,15 +706,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -739,7 +730,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification/index.html
index e46d9c5c2e..db248a708f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -731,15 +731,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -764,7 +755,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_token_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_token_classification/index.html
index 118264b950..170ecdaa38 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_token_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_token_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -706,15 +706,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/classifier_dl/xlnet_for_token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -739,7 +730,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/coref/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/coref/index.html
index d6bdb7faf1..e08b9ffefa 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/coref/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/coref/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -380,15 +380,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/coref/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -413,7 +404,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/coref/spanbert_coref/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/coref/spanbert_coref/index.html
index 0465680e97..ce71cc2156 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/coref/spanbert_coref/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/coref/spanbert_coref/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -616,15 +616,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/coref/spanbert_coref/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -649,7 +640,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/cv/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/cv/index.html
index 7c78760589..208dfab119 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/cv/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/cv/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -381,15 +381,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/cv/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -414,7 +405,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/cv/swin_for_image_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/cv/swin_for_image_classification/index.html
index cb52cb8941..d6e95d432e 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/cv/swin_for_image_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/cv/swin_for_image_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -610,15 +610,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/cv/swin_for_image_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -643,7 +634,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/cv/vit_for_image_classification/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/cv/vit_for_image_classification/index.html
index 6620202d55..a79511ec6e 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/cv/vit_for_image_classification/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/cv/vit_for_image_classification/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -567,15 +567,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/cv/vit_for_image_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -600,7 +591,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/date2_chunk/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/date2_chunk/index.html
index 0a18e6b246..6c164ace27 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/date2_chunk/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/date2_chunk/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -572,15 +572,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/date2_chunk/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -605,7 +596,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/dependency_parser/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/dependency_parser/index.html
index f2704abe1d..1626c1e995 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/dependency_parser/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/dependency_parser/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -817,15 +817,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/dependency/dependency_parser/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -850,7 +841,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/index.html
index b7593e213e..bfbc7b42ac 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -521,15 +521,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/dependency/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -554,7 +545,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/typed_dependency_parser/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/typed_dependency_parser/index.html
index 2455d353cd..6c3b0289d7 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/typed_dependency_parser/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/dependency/typed_dependency_parser/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -817,15 +817,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/dependency/typed_dependency_parser/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -850,7 +841,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/document_normalizer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/document_normalizer/index.html
index 297f7034c8..a8073f5a31 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/document_normalizer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/document_normalizer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -723,15 +723,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/document_normalizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -756,7 +747,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/albert_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/albert_embeddings/index.html
index 1582bd57e6..70a80b400f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/albert_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/albert_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -765,15 +765,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/albert_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -798,7 +789,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/bert_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/bert_embeddings/index.html
index ce277f00ff..ba2358def4 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/bert_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/bert_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -726,15 +726,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/bert_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -759,7 +750,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/bert_sentence_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/bert_sentence_embeddings/index.html
index 3684f1e29c..f0873afb08 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/bert_sentence_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/bert_sentence_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -740,15 +740,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/bert_sentence_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -773,7 +764,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/camembert_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/camembert_embeddings/index.html
index 3c607ce3d0..703b6fc8a7 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/camembert_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/camembert_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -726,15 +726,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/camembert_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -759,7 +750,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/chunk_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/chunk_embeddings/index.html
index 8ef6a397be..959814ff84 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/chunk_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/chunk_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -662,15 +662,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/chunk_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -695,7 +686,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/deberta_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/deberta_embeddings/index.html
index 40085ed24d..f9aef896fc 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/deberta_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/deberta_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -730,15 +730,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/deberta_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -763,7 +754,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/distil_bert_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/distil_bert_embeddings/index.html
index 00509c4ed6..bd99d2be55 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/distil_bert_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/distil_bert_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -743,15 +743,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/distil_bert_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -776,7 +767,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/doc2vec/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/doc2vec/index.html
index bab3d1e886..b2760545bd 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/doc2vec/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/doc2vec/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -819,15 +819,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/doc2vec/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -852,7 +843,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/elmo_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/elmo_embeddings/index.html
index 791c08cc30..acc651bb0b 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/elmo_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/elmo_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -754,15 +754,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/elmo_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -787,7 +778,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/index.html
index 53b1a5c933..baa0ee3c09 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -538,15 +538,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -571,7 +562,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/longformer_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/longformer_embeddings/index.html
index f6b685bc2c..3517c7a7c3 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/longformer_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/longformer_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -730,15 +730,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/longformer_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -763,7 +754,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/roberta_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/roberta_embeddings/index.html
index 8d66fe153f..52d4c78879 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/roberta_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/roberta_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -740,15 +740,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/roberta_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -773,7 +764,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/roberta_sentence_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/roberta_sentence_embeddings/index.html
index ea8d0b7db2..b2b50da899 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/roberta_sentence_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/roberta_sentence_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -715,15 +715,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/roberta_sentence_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -748,7 +739,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/sentence_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/sentence_embeddings/index.html
index afdb9ebab1..a0ed94ba04 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/sentence_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/sentence_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -642,15 +642,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/sentence_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -675,7 +666,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/universal_sentence_encoder/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/universal_sentence_encoder/index.html
index d3f6bbf66f..cd0086497e 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/universal_sentence_encoder/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/universal_sentence_encoder/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -720,15 +720,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/universal_sentence_encoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -753,7 +744,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/word2vec/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/word2vec/index.html
index 8edaccbf00..c7641b21ae 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/word2vec/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/word2vec/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -819,15 +819,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/word2vec/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -852,7 +843,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/word_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/word_embeddings/index.html
index ef18fc3dff..4cc2067f2f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/word_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/word_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -913,15 +913,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/word_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -946,7 +937,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_embeddings/index.html
index e624096c5f..1d593d7bb7 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -744,15 +744,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -777,7 +768,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings/index.html
index 7595e61d5d..ba42c43e6b 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -718,15 +718,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -751,7 +742,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlnet_embeddings/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlnet_embeddings/index.html
index 265c3d3118..1654823429 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlnet_embeddings/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/embeddings/xlnet_embeddings/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -742,15 +742,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/embeddings/xlnet_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -775,7 +766,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/er/entity_ruler/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/er/entity_ruler/index.html
index 995d4843aa..e4b38ff3bc 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/er/entity_ruler/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/er/entity_ruler/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -761,15 +761,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/er/entity_ruler/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -794,7 +785,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/er/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/er/index.html
index 5b9fe171e8..5802908aae 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/er/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/er/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -520,15 +520,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/er/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -553,7 +544,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/graph_extraction/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/graph_extraction/index.html
index 228bb7ef19..cecacc66c1 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/graph_extraction/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/graph_extraction/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -894,15 +894,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/graph_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -927,7 +918,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/index.html
index 72be0b8ea0..52f2be2f43 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -655,15 +655,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/annotator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -688,7 +679,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/keyword_extraction/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/keyword_extraction/index.html
index 851d888d02..cf46f13fcc 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/keyword_extraction/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/keyword_extraction/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -520,15 +520,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/keyword_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -553,7 +544,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/keyword_extraction/yake_keyword_extraction/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/keyword_extraction/yake_keyword_extraction/index.html
index 6ed58eef7f..604128e826 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/keyword_extraction/yake_keyword_extraction/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/keyword_extraction/yake_keyword_extraction/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -804,15 +804,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/keyword_extraction/yake_keyword_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -837,7 +828,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ld_dl/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ld_dl/index.html
index 2077cacf99..82e44d077c 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ld_dl/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ld_dl/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -520,15 +520,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/ld_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -553,7 +544,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ld_dl/language_detector_dl/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ld_dl/language_detector_dl/index.html
index c83a577ce4..dabdd5ecf0 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ld_dl/language_detector_dl/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ld_dl/language_detector_dl/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -717,15 +717,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/ld_dl/language_detector_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -750,7 +741,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/lemmatizer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/lemmatizer/index.html
index 3bb1af94c5..16e138f33e 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/lemmatizer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/lemmatizer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -769,15 +769,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/lemmatizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -802,7 +793,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/big_text_matcher/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/big_text_matcher/index.html
index f5f61461ba..f23a4a623f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/big_text_matcher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/big_text_matcher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -798,15 +798,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/matcher/big_text_matcher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -831,7 +822,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/date_matcher/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/date_matcher/index.html
index 961c7657c4..a89afa72eb 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/date_matcher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/date_matcher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -772,15 +772,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/matcher/date_matcher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -805,7 +796,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/index.html
index ea62800edb..37565fae19 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -524,15 +524,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/matcher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -557,7 +548,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/multi_date_matcher/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/multi_date_matcher/index.html
index dfb3fe3665..009b799e33 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/multi_date_matcher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/multi_date_matcher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -616,15 +616,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/matcher/multi_date_matcher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -649,7 +640,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/regex_matcher/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/regex_matcher/index.html
index d78f67a2a2..1d2ec53c09 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/regex_matcher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/regex_matcher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -731,15 +731,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/matcher/regex_matcher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -764,7 +755,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/text_matcher/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/text_matcher/index.html
index d0c6df142d..fa38a5921e 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/text_matcher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/matcher/text_matcher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -819,15 +819,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/matcher/text_matcher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -852,7 +843,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/n_gram_generator/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/n_gram_generator/index.html
index c0d9aced01..2464407452 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/n_gram_generator/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/n_gram_generator/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -665,15 +665,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/n_gram_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -698,7 +689,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/index.html
index 2d407a218b..058c30e236 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -524,15 +524,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -557,7 +548,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_approach/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_approach/index.html
index 5c72f0f905..95e3e3e606 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_approach/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_approach/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -638,15 +638,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/ner/ner_approach/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -671,7 +662,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_converter/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_converter/index.html
index c4d7469cc0..ca090b0461 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_converter/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_converter/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -641,15 +641,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/ner/ner_converter/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -674,7 +665,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_crf/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_crf/index.html
index afb911f3a3..5a69895e02 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_crf/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_crf/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -938,15 +938,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/ner/ner_crf/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -971,7 +962,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_dl/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_dl/index.html
index 300304bc14..bd5667aaa6 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_dl/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_dl/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1116,15 +1116,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/ner/ner_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1149,7 +1140,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_overwriter/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_overwriter/index.html
index 6b9386ae7f..5e73eac92a 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_overwriter/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/ner_overwriter/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -693,15 +693,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/ner/ner_overwriter/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -726,7 +717,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/zero_shot_ner_model/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/zero_shot_ner_model/index.html
index 5694c53453..94e0c482a7 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ner/zero_shot_ner_model/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ner/zero_shot_ner_model/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -570,15 +570,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/ner/zero_shot_ner_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -603,7 +594,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/normalizer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/normalizer/index.html
index 8d6db4cfe1..56c6b37d92 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/normalizer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/normalizer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -732,15 +732,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/normalizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -765,7 +756,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/param/classifier_encoder/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/param/classifier_encoder/index.html
index 800a948f99..78dac08629 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/param/classifier_encoder/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/param/classifier_encoder/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -502,15 +502,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/param/classifier_encoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -535,7 +526,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/param/evaluation_dl_params/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/param/evaluation_dl_params/index.html
index 364c4825eb..0d0f5a6054 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/param/evaluation_dl_params/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/param/evaluation_dl_params/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -528,15 +528,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/param/evaluation_dl_params/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -561,7 +552,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/param/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/param/index.html
index dcf71b6beb..da894b7bf5 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/param/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/param/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -498,22 +498,7 @@
                 </footer>
               
             </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/param/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
-              
-            
+           
           </div>
           <footer class="bd-footer-content">
             <div class="bd-footer-content__inner"></div>
@@ -535,7 +520,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/pos/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/pos/index.html
index 290931d963..a93fad62bb 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/pos/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/pos/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -520,15 +520,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/pos/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -553,7 +544,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/pos/perceptron/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/pos/perceptron/index.html
index 8bfb3e9e6c..740628e793 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/pos/perceptron/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/pos/perceptron/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -787,15 +787,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/pos/perceptron/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -820,7 +811,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/index.html
index db1d278c1e..4ddd3f6b59 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -521,15 +521,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/sentence/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -554,7 +545,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/sentence_detector/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/sentence_detector/index.html
index 2a6837404f..a7a0612df1 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/sentence_detector/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/sentence_detector/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -808,15 +808,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/sentence/sentence_detector/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -841,7 +832,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/sentence_detector_dl/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/sentence_detector_dl/index.html
index 96a766fe26..ef33b5d7b2 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/sentence_detector_dl/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/sentence/sentence_detector_dl/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -987,15 +987,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/sentence/sentence_detector_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1020,7 +1011,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/index.html
index 75fec1eb7b..d0dc41a3e3 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -521,15 +521,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/sentiment/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -554,7 +545,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/sentiment_detector/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/sentiment_detector/index.html
index a645769c53..0ef5379211 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/sentiment_detector/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/sentiment_detector/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -685,15 +685,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/sentiment/sentiment_detector/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -718,7 +709,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/vivekn_sentiment/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/vivekn_sentiment/index.html
index 5afe7323c2..ce7f97704b 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/vivekn_sentiment/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/sentiment/vivekn_sentiment/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -724,15 +724,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/sentiment/vivekn_sentiment/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -757,7 +748,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/gpt2_transformer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/gpt2_transformer/index.html
index 220a39ea61..e658aecbb5 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/gpt2_transformer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/gpt2_transformer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -887,15 +887,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/seq2seq/gpt2_transformer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -920,7 +911,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/index.html
index ef9ad27180..c474c3ad99 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -522,15 +522,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/seq2seq/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -555,7 +546,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/marian_transformer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/marian_transformer/index.html
index c96af36ee4..fd37e9c5bb 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/marian_transformer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/marian_transformer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -770,15 +770,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/seq2seq/marian_transformer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -803,7 +794,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/t5_transformer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/t5_transformer/index.html
index 4891e2fbe5..b0f5cbbcae 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/t5_transformer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/seq2seq/t5_transformer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -899,15 +899,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/seq2seq/t5_transformer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -932,7 +923,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/context_spell_checker/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/context_spell_checker/index.html
index 1186d34314..ff6c47ecf1 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/context_spell_checker/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/context_spell_checker/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1492,15 +1492,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/spell_check/context_spell_checker/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1525,7 +1516,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/index.html
index d31d4f8744..264e3a205c 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -522,15 +522,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/spell_check/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -555,7 +546,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/norvig_sweeting/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/norvig_sweeting/index.html
index 7638b7d792..742b562ed2 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/norvig_sweeting/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/norvig_sweeting/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -849,15 +849,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/spell_check/norvig_sweeting/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -882,7 +873,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/symmetric_delete/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/symmetric_delete/index.html
index 076d6bfd2e..0e90e97a80 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/symmetric_delete/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/spell_check/symmetric_delete/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -811,15 +811,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/spell_check/symmetric_delete/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -844,7 +835,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/stemmer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/stemmer/index.html
index b3f489749b..4ecaf87b8d 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/stemmer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/stemmer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -589,15 +589,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/stemmer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -622,7 +613,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/stop_words_cleaner/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/stop_words_cleaner/index.html
index 231a24a110..73bedbe343 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/stop_words_cleaner/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/stop_words_cleaner/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -715,15 +715,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/stop_words_cleaner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -748,7 +739,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/tf_ner_dl_graph_builder/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/tf_ner_dl_graph_builder/index.html
index 8131cfef74..f559f2e736 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/tf_ner_dl_graph_builder/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/tf_ner_dl_graph_builder/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -540,15 +540,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/tf_ner_dl_graph_builder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -573,7 +564,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/token/chunk_tokenizer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/token/chunk_tokenizer/index.html
index 87a1718dfa..0222e0bb06 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/token/chunk_tokenizer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/token/chunk_tokenizer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -635,15 +635,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/token/chunk_tokenizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -668,7 +659,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/token/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/token/index.html
index 079ad76643..3a7b5efc5c 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/token/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/token/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -523,15 +523,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/token/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -556,7 +547,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/token/recursive_tokenizer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/token/recursive_tokenizer/index.html
index ad5f1675bd..bcfdad31e9 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/token/recursive_tokenizer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/token/recursive_tokenizer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -722,15 +722,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/token/recursive_tokenizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -755,7 +746,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/token/regex_tokenizer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/token/regex_tokenizer/index.html
index a7272268ac..db8847b8fe 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/token/regex_tokenizer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/token/regex_tokenizer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -722,15 +722,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/token/regex_tokenizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -755,7 +746,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/token/tokenizer/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/token/tokenizer/index.html
index beceb0e550..12f2b8482b 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/token/tokenizer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/token/tokenizer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1113,15 +1113,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/token/tokenizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1146,7 +1137,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ws/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ws/index.html
index 5d5919c1af..be27fbac71 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ws/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ws/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -520,15 +520,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/annotator/ws/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -553,7 +544,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/annotator/ws/word_segmenter/index.html b/docs/api/python/reference/autosummary/sparknlp/annotator/ws/word_segmenter/index.html
index 17d53b5e9e..27cb2a5cbe 100644
--- a/docs/api/python/reference/autosummary/sparknlp/annotator/ws/word_segmenter/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/annotator/ws/word_segmenter/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -970,15 +970,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp/annotator/ws/word_segmenter/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1003,7 +994,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/audio_assembler/index.html b/docs/api/python/reference/autosummary/sparknlp/base/audio_assembler/index.html
index 0ba8a786ba..620b207025 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/audio_assembler/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/audio_assembler/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -504,15 +504,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/audio_assembler/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -537,7 +528,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/doc2_chunk/index.html b/docs/api/python/reference/autosummary/sparknlp/base/doc2_chunk/index.html
index 5fb2cd93c7..1d68c072e4 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/doc2_chunk/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/doc2_chunk/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -593,15 +593,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/doc2_chunk/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -626,7 +617,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/document_assembler/index.html b/docs/api/python/reference/autosummary/sparknlp/base/document_assembler/index.html
index fc83b266f4..fafccb8147 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/document_assembler/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/document_assembler/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -582,15 +582,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/document_assembler/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -615,7 +606,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/embeddings_finisher/index.html b/docs/api/python/reference/autosummary/sparknlp/base/embeddings_finisher/index.html
index 70163a20fb..4ba5f9b4b9 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/embeddings_finisher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/embeddings_finisher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -616,15 +616,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/embeddings_finisher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -649,7 +640,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/finisher/index.html b/docs/api/python/reference/autosummary/sparknlp/base/finisher/index.html
index 41fbd91299..8c3526de20 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/finisher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/finisher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -654,15 +654,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/finisher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -687,7 +678,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/graph_finisher/index.html b/docs/api/python/reference/autosummary/sparknlp/base/graph_finisher/index.html
index 5e4cc7c645..9f70539adc 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/graph_finisher/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/graph_finisher/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -536,15 +536,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/graph_finisher/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -569,7 +560,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/has_recursive_fit/index.html b/docs/api/python/reference/autosummary/sparknlp/base/has_recursive_fit/index.html
index e2d7d3b635..696d740a05 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/has_recursive_fit/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/has_recursive_fit/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -423,15 +423,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/has_recursive_fit/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -456,7 +447,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/has_recursive_transform/index.html b/docs/api/python/reference/autosummary/sparknlp/base/has_recursive_transform/index.html
index 9ebf22d259..8fff8f59b5 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/has_recursive_transform/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/has_recursive_transform/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -423,15 +423,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/has_recursive_transform/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -456,7 +447,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/image_assembler/index.html b/docs/api/python/reference/autosummary/sparknlp/base/image_assembler/index.html
index a4b4bfb88a..057c888c29 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/image_assembler/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/image_assembler/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -514,15 +514,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/image_assembler/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -547,7 +538,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/index.html b/docs/api/python/reference/autosummary/sparknlp/base/index.html
index 437ee60d70..bc35233070 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -418,15 +418,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/base/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -451,7 +442,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/light_pipeline/index.html b/docs/api/python/reference/autosummary/sparknlp/base/light_pipeline/index.html
index a55612e4bf..807fce109d 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/light_pipeline/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/light_pipeline/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -624,15 +624,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/light_pipeline/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -657,7 +648,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/multi_document_assembler/index.html b/docs/api/python/reference/autosummary/sparknlp/base/multi_document_assembler/index.html
index 7d344b0c5e..1c75a968f0 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/multi_document_assembler/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/multi_document_assembler/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -557,15 +557,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/multi_document_assembler/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -590,7 +581,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/recursive_pipeline/index.html b/docs/api/python/reference/autosummary/sparknlp/base/recursive_pipeline/index.html
index f351060b65..00ece6e4e0 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/recursive_pipeline/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/recursive_pipeline/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -455,15 +455,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/recursive_pipeline/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -488,7 +479,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/table_assembler/index.html b/docs/api/python/reference/autosummary/sparknlp/base/table_assembler/index.html
index 84e3a5ce42..815236f0ca 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/table_assembler/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/table_assembler/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -541,15 +541,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/table_assembler/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -574,7 +565,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/token2_chunk/index.html b/docs/api/python/reference/autosummary/sparknlp/base/token2_chunk/index.html
index cb392fee3d..8f967c86c0 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/token2_chunk/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/token2_chunk/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -476,15 +476,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/token2_chunk/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -509,7 +500,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/base/token_assembler/index.html b/docs/api/python/reference/autosummary/sparknlp/base/token_assembler/index.html
index 3f14978ef8..36f24f87db 100644
--- a/docs/api/python/reference/autosummary/sparknlp/base/token_assembler/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/base/token_assembler/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -521,15 +521,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/base/token_assembler/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -554,7 +545,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/annotator_approach/index.html b/docs/api/python/reference/autosummary/sparknlp/common/annotator_approach/index.html
index e114c2f04a..c3424dbab7 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/annotator_approach/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/annotator_approach/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -419,15 +419,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/annotator_approach/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -452,7 +443,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/annotator_model/index.html b/docs/api/python/reference/autosummary/sparknlp/common/annotator_model/index.html
index 3164093e50..7445fda417 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/annotator_model/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/annotator_model/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -420,15 +420,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/annotator_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -453,7 +444,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/annotator_properties/index.html b/docs/api/python/reference/autosummary/sparknlp/common/annotator_properties/index.html
index 4c8df595f5..9492627d5f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/annotator_properties/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/annotator_properties/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -501,15 +501,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/annotator_properties/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -534,7 +525,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/annotator_type/index.html b/docs/api/python/reference/autosummary/sparknlp/common/annotator_type/index.html
index 00471c9908..f1ba4f23c7 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/annotator_type/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/annotator_type/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -357,23 +357,7 @@
 </div>
                 </footer>
               
-            </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/annotator_type/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
-              
-            
+            </div>            
           </div>
           <footer class="bd-footer-content">
             <div class="bd-footer-content__inner"></div>
@@ -395,7 +379,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/coverage_result/index.html b/docs/api/python/reference/autosummary/sparknlp/common/coverage_result/index.html
index 50a592ae10..d46b6ad623 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/coverage_result/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/coverage_result/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -377,22 +377,7 @@
 </div>
                 </footer>
               
-            </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/coverage_result/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
-              
+            </div>  
             
           </div>
           <footer class="bd-footer-content">
@@ -415,7 +400,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/index.html b/docs/api/python/reference/autosummary/sparknlp/common/index.html
index 3172797369..c12a9bb3ae 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -408,15 +408,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/common/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -441,7 +432,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/properties/index.html b/docs/api/python/reference/autosummary/sparknlp/common/properties/index.html
index f80315ea0f..f7790dcf02 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/properties/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/properties/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -450,15 +450,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/properties/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -483,7 +474,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/read_as/index.html b/docs/api/python/reference/autosummary/sparknlp/common/read_as/index.html
index e760bad441..238e7a3e8a 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/read_as/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/read_as/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -437,15 +437,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/read_as/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -470,7 +461,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/recursive_annotator_approach/index.html b/docs/api/python/reference/autosummary/sparknlp/common/recursive_annotator_approach/index.html
index 39dc5d7fce..df03abb183 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/recursive_annotator_approach/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/recursive_annotator_approach/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -419,15 +419,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/recursive_annotator_approach/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -452,7 +443,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/storage/index.html b/docs/api/python/reference/autosummary/sparknlp/common/storage/index.html
index ee5e97f333..18aed9322e 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/storage/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/storage/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -378,20 +378,6 @@
                 </footer>
               
             </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/storage/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
               
             
           </div>
@@ -415,7 +401,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/common/utils/index.html b/docs/api/python/reference/autosummary/sparknlp/common/utils/index.html
index e45e62ce15..8ced03ae4f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/common/utils/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/common/utils/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -431,15 +431,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/common/utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -464,7 +455,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/functions/index.html b/docs/api/python/reference/autosummary/sparknlp/functions/index.html
index 9f74885e3d..9868c8d19f 100644
--- a/docs/api/python/reference/autosummary/sparknlp/functions/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/functions/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -760,15 +760,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/functions/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -793,7 +784,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/index.html b/docs/api/python/reference/autosummary/sparknlp/index.html
index fe70dedff4..f01daf69f0 100644
--- a/docs/api/python/reference/autosummary/sparknlp/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -570,15 +570,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../_sources/reference/autosummary/sparknlp/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -603,7 +594,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/internal/annotator_java_ml/index.html b/docs/api/python/reference/autosummary/sparknlp/internal/annotator_java_ml/index.html
index a4bad1b018..dc0c9fe9b4 100644
--- a/docs/api/python/reference/autosummary/sparknlp/internal/annotator_java_ml/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/internal/annotator_java_ml/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -437,15 +437,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/internal/annotator_java_ml/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -470,7 +461,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/internal/annotator_transformer/index.html b/docs/api/python/reference/autosummary/sparknlp/internal/annotator_transformer/index.html
index d65be7f690..30b4b568a6 100644
--- a/docs/api/python/reference/autosummary/sparknlp/internal/annotator_transformer/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/internal/annotator_transformer/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -416,15 +416,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/internal/annotator_transformer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -449,7 +440,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/internal/extended_java_wrapper/index.html b/docs/api/python/reference/autosummary/sparknlp/internal/extended_java_wrapper/index.html
index be81568d51..7f3958d26a 100644
--- a/docs/api/python/reference/autosummary/sparknlp/internal/extended_java_wrapper/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/internal/extended_java_wrapper/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -426,15 +426,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/internal/extended_java_wrapper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -459,7 +450,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/internal/index.html b/docs/api/python/reference/autosummary/sparknlp/internal/index.html
index 818dffa35b..f483149f09 100644
--- a/docs/api/python/reference/autosummary/sparknlp/internal/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/internal/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -400,15 +400,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/internal/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -433,7 +424,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/internal/params_getters_setters/index.html b/docs/api/python/reference/autosummary/sparknlp/internal/params_getters_setters/index.html
index 78a6ebddef..2cf9fbbd30 100644
--- a/docs/api/python/reference/autosummary/sparknlp/internal/params_getters_setters/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/internal/params_getters_setters/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -454,15 +454,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/internal/params_getters_setters/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -487,7 +478,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/internal/recursive/index.html b/docs/api/python/reference/autosummary/sparknlp/internal/recursive/index.html
index 17febba39f..bd8ecb4140 100644
--- a/docs/api/python/reference/autosummary/sparknlp/internal/recursive/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/internal/recursive/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -461,15 +461,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/internal/recursive/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -494,7 +485,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/logging/comet/index.html b/docs/api/python/reference/autosummary/sparknlp/logging/comet/index.html
index e84461072d..2af1b6f244 100644
--- a/docs/api/python/reference/autosummary/sparknlp/logging/comet/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/logging/comet/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -723,15 +723,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/logging/comet/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -756,7 +747,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/logging/index.html b/docs/api/python/reference/autosummary/sparknlp/logging/index.html
index 357da39d00..f29991833a 100644
--- a/docs/api/python/reference/autosummary/sparknlp/logging/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/logging/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -392,15 +392,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/logging/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -425,7 +416,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/pretrained/index.html b/docs/api/python/reference/autosummary/sparknlp/pretrained/index.html
index f2b9edf3e6..949834c6d3 100644
--- a/docs/api/python/reference/autosummary/sparknlp/pretrained/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/pretrained/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -396,15 +396,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/pretrained/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -429,7 +420,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/pretrained/pretrained_pipeline/index.html b/docs/api/python/reference/autosummary/sparknlp/pretrained/pretrained_pipeline/index.html
index e10298643f..54245cdd16 100644
--- a/docs/api/python/reference/autosummary/sparknlp/pretrained/pretrained_pipeline/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/pretrained/pretrained_pipeline/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -559,15 +559,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/pretrained/pretrained_pipeline/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -592,7 +583,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/pretrained/resource_downloader/index.html b/docs/api/python/reference/autosummary/sparknlp/pretrained/resource_downloader/index.html
index 41b416bf74..45cd7f3ef9 100644
--- a/docs/api/python/reference/autosummary/sparknlp/pretrained/resource_downloader/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/pretrained/resource_downloader/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -596,15 +596,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/pretrained/resource_downloader/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -629,7 +620,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/pretrained/utils/index.html b/docs/api/python/reference/autosummary/sparknlp/pretrained/utils/index.html
index b4ce88d7fc..fc19701ef8 100644
--- a/docs/api/python/reference/autosummary/sparknlp/pretrained/utils/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/pretrained/utils/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -371,22 +371,7 @@
 </div>
                 </footer>
               
-            </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/pretrained/utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
-              
+            </div>              
             
           </div>
           <footer class="bd-footer-content">
@@ -409,7 +394,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/training/conll/index.html b/docs/api/python/reference/autosummary/sparknlp/training/conll/index.html
index f022e20bf3..a36ccab2c0 100644
--- a/docs/api/python/reference/autosummary/sparknlp/training/conll/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/training/conll/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -514,15 +514,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/training/conll/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -547,7 +538,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/training/conllu/index.html b/docs/api/python/reference/autosummary/sparknlp/training/conllu/index.html
index f337fa8f8e..5bd24fbdb2 100644
--- a/docs/api/python/reference/autosummary/sparknlp/training/conllu/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/training/conllu/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -475,15 +475,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/training/conllu/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -508,7 +499,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/training/index.html b/docs/api/python/reference/autosummary/sparknlp/training/index.html
index 887815ae51..e1fed034ee 100644
--- a/docs/api/python/reference/autosummary/sparknlp/training/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/training/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -398,15 +398,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/training/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -431,7 +422,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/training/pos/index.html b/docs/api/python/reference/autosummary/sparknlp/training/pos/index.html
index 9f46f15705..71bb8c4f9c 100644
--- a/docs/api/python/reference/autosummary/sparknlp/training/pos/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/training/pos/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -491,15 +491,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/training/pos/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -524,7 +515,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/training/pub_tator/index.html b/docs/api/python/reference/autosummary/sparknlp/training/pub_tator/index.html
index 95cddd057a..bbfbd21327 100644
--- a/docs/api/python/reference/autosummary/sparknlp/training/pub_tator/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/training/pub_tator/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -468,15 +468,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/training/pub_tator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -501,7 +492,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/training/spacy_to_annotation/index.html b/docs/api/python/reference/autosummary/sparknlp/training/spacy_to_annotation/index.html
index ef5ecf78fd..f3f5a8af43 100644
--- a/docs/api/python/reference/autosummary/sparknlp/training/spacy_to_annotation/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/training/spacy_to_annotation/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -422,15 +422,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/training/spacy_to_annotation/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -455,7 +446,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/training/tfgraphs/index.html b/docs/api/python/reference/autosummary/sparknlp/training/tfgraphs/index.html
index 7c26806750..efcb528c85 100644
--- a/docs/api/python/reference/autosummary/sparknlp/training/tfgraphs/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/training/tfgraphs/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -358,20 +358,6 @@
                 </footer>
               
             </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp/training/tfgraphs/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
               
             
           </div>
@@ -395,7 +381,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/upload_to_hub/index.html b/docs/api/python/reference/autosummary/sparknlp/upload_to_hub/index.html
index e8bce2c594..2a834e9283 100644
--- a/docs/api/python/reference/autosummary/sparknlp/upload_to_hub/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/upload_to_hub/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -357,22 +357,7 @@
 </div>
                 </footer>
               
-            </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/upload_to_hub/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
-              
+            </div>              
             
           </div>
           <footer class="bd-footer-content">
@@ -395,7 +380,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/autosummary/sparknlp/util/index.html b/docs/api/python/reference/autosummary/sparknlp/util/index.html
index d1fd7cd4d3..9f71a6d03c 100644
--- a/docs/api/python/reference/autosummary/sparknlp/util/index.html
+++ b/docs/api/python/reference/autosummary/sparknlp/util/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -358,22 +358,7 @@
 </div>
                 </footer>
               
-            </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp/util/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
-              
+            </div>              
             
           </div>
           <footer class="bd-footer-content">
@@ -396,7 +381,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/reference/index.html b/docs/api/python/reference/index.html
index ac211a6658..1f543bfbcc 100644
--- a/docs/api/python/reference/index.html
+++ b/docs/api/python/reference/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -409,15 +409,6 @@ <h2>Modules<a class="headerlink" href="#modules" title="Permalink to this headin
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#modules">Modules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../_sources/reference/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -442,7 +433,8 @@ <h2>Modules<a class="headerlink" href="#modules" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/search.html b/docs/api/python/search.html
index ddbb10637f..c44f0add5d 100644
--- a/docs/api/python/search.html
+++ b/docs/api/python/search.html
@@ -41,7 +41,7 @@
     <script data-url_root="./" id="documentation_options" src="static/documentation_options.js"></script>
     <script src="static/jquery.js"></script>
     <script src="static/underscore.js"></script>
-    <script src="static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="static/doctools.js"></script>
     <script src="static/sphinx_highlight.js"></script>
     <script src="static/toggleprompt.js"></script>
@@ -379,7 +379,8 @@ <h1>Search</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/static/_sphinx_javascript_frameworks_compat.js b/docs/api/python/static/sphinx_javascript_frameworks_compat.js
similarity index 100%
rename from docs/api/python/static/_sphinx_javascript_frameworks_compat.js
rename to docs/api/python/static/sphinx_javascript_frameworks_compat.js
diff --git a/docs/api/python/third_party/Comet.html b/docs/api/python/third_party/Comet.html
index 40e5134b56..a12050fac7 100644
--- a/docs/api/python/third_party/Comet.html
+++ b/docs/api/python/third_party/Comet.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -590,7 +590,8 @@ <h2>Running An Offline Experiment<a class="headerlink" href="#running-an-offline
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/third_party/MLflow.html b/docs/api/python/third_party/MLflow.html
index 2654eee61b..8e523bbf9f 100644
--- a/docs/api/python/third_party/MLflow.html
+++ b/docs/api/python/third_party/MLflow.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -443,7 +443,8 @@ <h1>MLflow - a platform for the machine learning lifecycle<a class="headerlink"
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/third_party/index.html b/docs/api/python/third_party/index.html
index 67d3043f34..fbc566cd45 100644
--- a/docs/api/python/third_party/index.html
+++ b/docs/api/python/third_party/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -418,15 +418,6 @@ <h2>Logging<a class="headerlink" href="#logging" title="Permalink to this headin
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#logging">Logging</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../_sources/third_party/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -451,7 +442,8 @@ <h2>Logging<a class="headerlink" href="#logging" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/user_guide/annotation.html b/docs/api/python/user_guide/annotation.html
index 9d6c5887b9..0aeb30c999 100644
--- a/docs/api/python/user_guide/annotation.html
+++ b/docs/api/python/user_guide/annotation.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -468,7 +468,8 @@ <h1>Annotation<a class="headerlink" href="#annotation" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/user_guide/annotators.html b/docs/api/python/user_guide/annotators.html
index 94ddbf1bb2..932b3c96fe 100644
--- a/docs/api/python/user_guide/annotators.html
+++ b/docs/api/python/user_guide/annotators.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -622,7 +622,8 @@ <h2>Available Annotators<a class="headerlink" href="#available-annotators" title
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/user_guide/custom_pipelines.html b/docs/api/python/user_guide/custom_pipelines.html
index 9726bea71a..54767fc0f8 100644
--- a/docs/api/python/user_guide/custom_pipelines.html
+++ b/docs/api/python/user_guide/custom_pipelines.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -537,7 +537,8 @@ <h3>Putting it all together as a Spark ML Pipeline<a class="headerlink" href="#p
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/user_guide/helpers.html b/docs/api/python/user_guide/helpers.html
index 96729e1a01..11b91739f9 100644
--- a/docs/api/python/user_guide/helpers.html
+++ b/docs/api/python/user_guide/helpers.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -437,7 +437,8 @@ <h1>Helper Functions<a class="headerlink" href="#helper-functions" title="Permal
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/user_guide/index.html b/docs/api/python/user_guide/index.html
index 8dd0b4ad66..bd7e77e977 100644
--- a/docs/api/python/user_guide/index.html
+++ b/docs/api/python/user_guide/index.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -437,20 +437,6 @@ <h1>User Guide<a class="headerlink" href="#user-guide" title="Permalink to this
                 </footer>
               
             </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../_sources/user_guide/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
               
             
           </div>
@@ -474,7 +460,8 @@ <h1>User Guide<a class="headerlink" href="#user-guide" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/user_guide/light_pipelines.html b/docs/api/python/user_guide/light_pipelines.html
index 08e89b1496..1405407ced 100644
--- a/docs/api/python/user_guide/light_pipelines.html
+++ b/docs/api/python/user_guide/light_pipelines.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -484,7 +484,8 @@ <h2>Pretrained Light Pipelines<a class="headerlink" href="#pretrained-light-pipe
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/user_guide/pretrained_pipelines.html b/docs/api/python/user_guide/pretrained_pipelines.html
index f717d5a7bf..73609db69b 100644
--- a/docs/api/python/user_guide/pretrained_pipelines.html
+++ b/docs/api/python/user_guide/pretrained_pipelines.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -509,7 +509,8 @@ <h2>Available Pipelines<a class="headerlink" href="#available-pipelines" title="
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/api/python/user_guide/training.html b/docs/api/python/user_guide/training.html
index f3db75ff4f..6b39c489c0 100644
--- a/docs/api/python/user_guide/training.html
+++ b/docs/api/python/user_guide/training.html
@@ -43,7 +43,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -546,7 +546,8 @@ <h2>PubTator Dataset<a class="headerlink" href="#pubtator-dataset" title="Permal
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/demos/legal_models.md b/docs/demos/legal_models.md
index fa60a32cac..6a7c020ca7 100644
--- a/docs/demos/legal_models.md
+++ b/docs/demos/legal_models.md
@@ -29,7 +29,7 @@ data:
           actions:
           - text: Live Demo
             type: normal
-            url: https://demo.johnsnowlabs.com/finance/MODELS_LEGAL/
+            url: https://demo.johnsnowlabs.com/legal/MODELS_LEGAL/
           - text: Colab
             type: blue_btn
             url:  
diff --git a/docs/licensed/api/python/_templates/_autoapi/base/base.html b/docs/licensed/api/python/_templates/_autoapi/base/base.html
index a40b2b136a..f1d14b92c3 100644
--- a/docs/licensed/api/python/_templates/_autoapi/base/base.html
+++ b/docs/licensed/api/python/_templates/_autoapi/base/base.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/index.html b/docs/licensed/api/python/_templates/_autoapi/index.html
index cb9d64b062..35123c35f8 100644
--- a/docs/licensed/api/python/_templates/_autoapi/index.html
+++ b/docs/licensed/api/python/_templates/_autoapi/index.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/python/attribute.html b/docs/licensed/api/python/_templates/_autoapi/python/attribute.html
index 3148d3e6e8..d69fdcccb1 100644
--- a/docs/licensed/api/python/_templates/_autoapi/python/attribute.html
+++ b/docs/licensed/api/python/_templates/_autoapi/python/attribute.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/python/class.html b/docs/licensed/api/python/_templates/_autoapi/python/class.html
index 19477bbcbf..615f8ec678 100644
--- a/docs/licensed/api/python/_templates/_autoapi/python/class.html
+++ b/docs/licensed/api/python/_templates/_autoapi/python/class.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/python/data.html b/docs/licensed/api/python/_templates/_autoapi/python/data.html
index cf1b5700b0..b708195fe5 100644
--- a/docs/licensed/api/python/_templates/_autoapi/python/data.html
+++ b/docs/licensed/api/python/_templates/_autoapi/python/data.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/python/exception.html b/docs/licensed/api/python/_templates/_autoapi/python/exception.html
index 71ceae15b5..cfc00b5d9a 100644
--- a/docs/licensed/api/python/_templates/_autoapi/python/exception.html
+++ b/docs/licensed/api/python/_templates/_autoapi/python/exception.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/python/function.html b/docs/licensed/api/python/_templates/_autoapi/python/function.html
index 3a92de2857..d9d4f0ddbd 100644
--- a/docs/licensed/api/python/_templates/_autoapi/python/function.html
+++ b/docs/licensed/api/python/_templates/_autoapi/python/function.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/python/method.html b/docs/licensed/api/python/_templates/_autoapi/python/method.html
index 209f18ea74..dbdfc9cecd 100644
--- a/docs/licensed/api/python/_templates/_autoapi/python/method.html
+++ b/docs/licensed/api/python/_templates/_autoapi/python/method.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/python/module.html b/docs/licensed/api/python/_templates/_autoapi/python/module.html
index 10ce994642..1c6102e080 100644
--- a/docs/licensed/api/python/_templates/_autoapi/python/module.html
+++ b/docs/licensed/api/python/_templates/_autoapi/python/module.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/_templates/_autoapi/python/package.html b/docs/licensed/api/python/_templates/_autoapi/python/package.html
index 2fe7654374..75d12db694 100644
--- a/docs/licensed/api/python/_templates/_autoapi/python/package.html
+++ b/docs/licensed/api/python/_templates/_autoapi/python/package.html
@@ -34,7 +34,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/genindex.html b/docs/licensed/api/python/genindex.html
index 458dcca306..01922400e5 100644
--- a/docs/licensed/api/python/genindex.html
+++ b/docs/licensed/api/python/genindex.html
@@ -39,7 +39,7 @@
     <script data-url_root="./" id="documentation_options" src="static/documentation_options.js"></script>
     <script src="static/jquery.js"></script>
     <script src="static/underscore.js"></script>
-    <script src="static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="static/doctools.js"></script>
     <script src="static/sphinx_highlight.js"></script>
     <script src="static/toggleprompt.js"></script>
@@ -313,17 +313,17 @@ <h1 id="index">Index</h1>
 <h2 id="A">A</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC">ACC (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC">ACC (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">add_bidirectional_lstm() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">add_bidirectional_lstm() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr">add_bilstm_char_repr() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr">add_bilstm_char_repr() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr">add_cnn_char_repr() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr">add_cnn_char_repr() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_testing.add_context">add_context() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr">add_context_repr() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr">add_context_repr() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_context_to_data">add_context_to_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 </li>
@@ -335,17 +335,17 @@ <h2 id="A">A</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.add_flag_to_conll">add_flag_to_conll() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer">add_inference_layer() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer">add_inference_layer() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer">add_optimizer() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer">add_optimizer() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">add_pretrained_word_embeddings() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">add_pretrained_word_embeddings() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_testing.add_punctuation">add_punctuation() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_punctuation_to_data">add_punctuation_to_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op">add_training_op() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op">add_training_op() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_typo_to_sentence">add_typo_to_sentence() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 
@@ -433,19 +433,19 @@ <h2 id="A">A</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html#sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel">AssertionLogRegModel (class in sparknlp_jsl.annotator.assertion.assertion_dl_reg)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel">AssertionModel (class in sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel">AssertionModel (class in sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel">(class in sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel">(class in sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder">AssertionTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder">AssertionTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper">AttentionCellWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper">AttentionCellWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.augment_robustness">augment_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 </li>
@@ -467,10 +467,10 @@ <h2 id="A">A</h2>
 <h2 id="B">B</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel">BaseTFModel (class in sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel">BaseTFModel (class in sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.batchNorm">batchNorm (TFGraphBuilder attribute)</a>
@@ -493,7 +493,7 @@ <h2 id="B">B</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index.html#sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings">BertSentenceChunkEmbeddings (class in sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell">BidirectionalGridLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell">BidirectionalGridLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.blackList">blackList (ChunkFilterer attribute)</a>
 
@@ -511,50 +511,50 @@ <h2 id="B">B</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_testing.british_to_american">british_to_american() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build">build() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build">build() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build">(BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build">(BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build">(CFNCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build">(CFNCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build">(GenericClassifierModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build">(GenericClassifierModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build">(GRUBlockCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build">(GRUBlockCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build">(GRUBlockCellV2 method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build">(GRUBlockCellV2 method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build">(IndRNNCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build">(IndRNNCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build">(IndyGRUCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build">(IndyGRUCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build">(IndyLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build">(IndyLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build">(LSTMBlockCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build">(LSTMBlockCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build">(LSTMBlockFusedCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build">(LSTMBlockFusedCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build">(MinimalRNNCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build">(MinimalRNNCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build">(NASCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build">(NASCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build">(NTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build">(NTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build">(SRUCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build">(SRUCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build">(TFGraphBuilderFactory static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build">(TFGraphBuilderFactory static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build">[1]</a>
 </li>
       </ul></li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params">build_params (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params">build_params (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params">(in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params">(in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)</a>
 </li>
       </ul></li>
   </ul></td>
@@ -563,7 +563,7 @@ <h2 id="B">B</h2>
 <h2 id="C">C</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy">calc_accuracy() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy">calc_accuracy() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html#sparknlp_jsl.utils.training_log_parser_utils.calc_metrics">calc_metrics() (in module sparknlp_jsl.utils.training_log_parser_utils)</a>
 </li>
@@ -573,60 +573,60 @@ <h2 id="C">C</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.html#sparknlp_jsl.nlp_test.robustness.utils.calculate_proportion">calculate_proportion() (in module sparknlp_jsl.nlp_test.robustness.utils)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call">call() (AttentionCellWrapper method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call">call() (AttentionCellWrapper method)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call">(BidirectionalGridLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call">(BidirectionalGridLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call">(CFNCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call">(CFNCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call">(ConvLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call">(ConvLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call">(CoupledInputForgetGateLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call">(CoupledInputForgetGateLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call">(EmbeddingWrapper method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call">(EmbeddingWrapper method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call">(GLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call">(GLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call">(GridLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call">(GridLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call">(GRUBlockCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call">(GRUBlockCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call">(IndRNNCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call">(IndRNNCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call">(IndyGRUCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call">(IndyGRUCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call">(IndyLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call">(IndyLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call">(InputProjectionWrapper method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call">(InputProjectionWrapper method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call">(IntersectionRNNCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call">(IntersectionRNNCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call">(LayerNormBasicLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call">(LayerNormBasicLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call">(LayerNormLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call">(LayerNormLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call">(LSTMBlockCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call">(LSTMBlockCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call">(LSTMBlockWrapper method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call">(LSTMBlockWrapper method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call">(MinimalRNNCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call">(MinimalRNNCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call">(NASCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call">(NASCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call">(NTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call">(NTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call">(OutputProjectionWrapper method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call">(OutputProjectionWrapper method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call">(PhasedLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call">(PhasedLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call">(SRUCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call">(SRUCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call">(TimeFreqLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call">(TimeFreqLSTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call">(UGRNNCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call">(UGRNNCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call">(WeightNormLSTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call">(WeightNormLSTMCell method)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/training/index.html#sparknlp_jsl.training.CantemistReader">CantemistReader (class in sparknlp_jsl.training)</a>
@@ -639,9 +639,9 @@ <h2 id="C">C</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.caseSensitive">(ContextualParserModel attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell">CFNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell">CFNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params">check_build_params() (TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params">check_build_params() (TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.html#sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkBeginCol">chunkBeginCol (AssertionChunkConverter attribute)</a>
 </li>
@@ -723,7 +723,7 @@ <h2 id="C">C</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.classificationModelPath">(DocumentMLClassifierApproach attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close">close() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close">close() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html#sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.coalesceSentences">coalesceSentences (MedicalBertForSequenceClassification attribute)</a>
 
@@ -747,7 +747,7 @@ <h2 id="C">C</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/compatibility/index.html#sparknlp_jsl.compatibility.Compatibility">Compatibility (class in sparknlp_jsl.compatibility)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper">CompiledWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper">CompiledWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.completeContextMatch">completeContextMatch (ContextualParserApproach attribute)</a>
 </li>
@@ -803,7 +803,7 @@ <h2 id="C">C</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.html#sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.configProtoBytes">(MedicalTextGenerator attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix">confusion_matrix() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix">confusion_matrix() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_reader">conll_reader() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)</a>
 
@@ -827,28 +827,28 @@ <h2 id="C">C</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel">ContextualParserModel (class in sparknlp_jsl.annotator.context.contextual_parser)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell">Conv1DLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell">Conv1DLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell">Conv2DLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell">Conv2DLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell">Conv3DLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell">Conv3DLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.convert_accent">convert_accent() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell">ConvLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell">ConvLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html#sparknlp_jsl.utils.training_log_parser_utils.count_chunks">count_chunks() (in module sparknlp_jsl.utils.training_log_parser_utils)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell">CoupledInputForgetGateLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell">CoupledInputForgetGateLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/training/index.html#sparknlp_jsl.training.REDatasetHelper.create_annotation_column">create_annotation_column() (REDatasetHelper method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.create_dataframe">create_dataframe() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph">create_graph() (in module sparknlp_jsl._tf_graph_builders.ner_dl.create_graph)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph">create_graph() (in module sparknlp_jsl._tf_graph_builders.ner_dl.create_graph)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph">(in module sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph">(in module sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.create_grid">create_grid() (InteractiveFix method)</a>
@@ -889,13 +889,13 @@ <h2 id="C">C</h2>
 <h2 id="D">D</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder">DatasetEncoder (class in sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder">DatasetEncoder (class in sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder">(class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder">(class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR">DATASETS_DIR (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR">DATASETS_DIR (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateFormats">dateFormats (DeIdentification attribute)</a>
 
@@ -925,7 +925,7 @@ <h2 id="D">D</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.days">(DeIdentificationModel attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">DEFAULT_MODEL_NODE_NAMES (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">DEFAULT_MODEL_NODE_NAMES (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.defaultConfidence">defaultConfidence (MergePrioritizationParams attribute)</a>
 </li>
@@ -1061,7 +1061,7 @@ <h2 id="E">E</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html#sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.embeddingTypeParam">(NerDisambiguatorModel attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper">EmbeddingWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper">EmbeddingWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.empty_df">empty_df (in module sparknlp_jsl.utils.alab_utils)</a>
 </li>
@@ -1077,7 +1077,7 @@ <h2 id="E">E</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.enableTokenFingerprintMatching">enableTokenFingerprintMatching (ChunkMapperFuzzyMatchingParams attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode">encode() (DatasetEncoder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode">encode() (DatasetEncoder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html#sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.endCol">endCol (AssertionDLApproach attribute)</a>
 
@@ -1117,7 +1117,7 @@ <h2 id="E">E</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.epochsN">epochsN (GenericClassifierApproach attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE">EVALUATE (RUN_TYPES attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE">EVALUATE (RUN_TYPES attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/ner_utils/index.html#sparknlp_jsl.utils.ner_utils.evaluate">evaluate() (in module sparknlp_jsl.utils.ner_utils)</a>
 
@@ -1131,10 +1131,10 @@ <h2 id="E">E</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/training_log_parser/index.html#sparknlp_jsl.training_log_parser.ner_log_parser.evaluate_conll_file">(ner_log_parser method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph">export_graph() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph">export_graph() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">(GenericClassifierModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">(GenericClassifierModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">[1]</a>
 </li>
       </ul></li>
   </ul></td>
@@ -1155,7 +1155,7 @@ <h2 id="F">F</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.featureScaling">featureScaling (GenericClassifierApproach attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill">fill() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill">fill() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fill_grid">fill_grid() (InteractiveFix method)</a>
 </li>
@@ -1205,7 +1205,7 @@ <h2 id="F">F</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/compatibility/index.html#sparknlp_jsl.compatibility.Compatibility.findVersion">findVersion() (Compatibility method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">fit_dataset() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">fit_dataset() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index.html#sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.fitIntercept">fitIntercept (DocumentLogRegClassifierApproach attribute)</a>
 
@@ -1231,11 +1231,11 @@ <h2 id="F">F</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.fromEntityLabelCol">fromEntityLabelCol (RelationExtractionApproach attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">fully_connected_layer() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">fully_connected_layer() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell">FusedRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell">FusedRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor">FusedRNNCellAdaptor (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor">FusedRNNCellAdaptor (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.fuzzyDistanceScalingMode">fuzzyDistanceScalingMode (ChunkMapperFuzzyMatchingParams attribute)</a>
 </li>
@@ -1249,7 +1249,7 @@ <h2 id="F">F</h2>
 <h2 id="G">G</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch">generate_batch() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch">generate_batch() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/alab/index.html#sparknlp_jsl.alab.AnnotationLab.generate_preannotations">generate_preannotations() (AnnotationLab method)</a>
 </li>
@@ -1263,18 +1263,18 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach">GenericClassifierApproach (class in sparknlp_jsl.annotator.generic_classifier.generic_classifier)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel">GenericClassifierModel (class in sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel">GenericClassifierModel (class in sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel">(class in sparknlp_jsl.annotator.generic_classifier.generic_classifier)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder">GenericClassifierTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder">GenericClassifierTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index.html#sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach">GenericLogRegClassifierApproach (class in sparknlp_jsl.annotator.classification.generic_log_reg_classifier)</a>
@@ -1301,21 +1301,21 @@ <h2 id="G">G</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/training_log_parser/index.html#sparknlp_jsl.training_log_parser.ner_log_parser.get_best_f1_scores">(ner_log_parser method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">get_bucket_id() (SentenceGrouper method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">get_bucket_id() (SentenceGrouper method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param">get_build_param() (TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param">get_build_param() (TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params">get_build_params() (TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params">get_build_params() (TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults">get_build_params_with_defaults() (TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults">get_build_params_with_defaults() (TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_cell_element">get_cell_element() (InteractiveFix method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_central_grid">get_central_grid() (InteractiveFix method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids">get_char_ids() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids">get_char_ids() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">get_char_indexes() (DatasetEncoder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">get_char_indexes() (DatasetEncoder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/training_log_parser/index.html#sparknlp_jsl.training_log_parser.assertion_log_parser.get_charts">get_charts() (assertion_log_parser method)</a>
 
@@ -1351,9 +1351,9 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_footer">get_footer() (InteractiveFix method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch">get_from_batch() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch">get_from_batch() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph">get_graph() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph">get_graph() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_header">get_header() (InteractiveFix method)</a>
 </li>
@@ -1361,47 +1361,47 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.get_label_quality_scores">get_label_quality_scores() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">get_model_build_param_explanations() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">get_model_build_param_explanations() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations">(LogRegClassifierTFGraphBuilder method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations">(LogRegClassifierTFGraphBuilder method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations">(SVMClassifierTFGraphBuilder method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations">(SVMClassifierTFGraphBuilder method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations">(TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations">(TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations">[1]</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params">get_model_build_params() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params">get_model_build_params() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params">(LogRegClassifierTFGraphBuilder method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params">(LogRegClassifierTFGraphBuilder method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params">(SVMClassifierTFGraphBuilder method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params">(SVMClassifierTFGraphBuilder method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params">(TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params">(TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params">[1]</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename">get_model_filename() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename">get_model_filename() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">(RelationExtractionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">(RelationExtractionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename">(TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename">(TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename">[1]</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models">get_models() (TFGraphBuilderFactory static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models">get_models() (TFGraphBuilderFactory static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/util/index.html#sparknlp_jsl.util.get_mt_samples">get_mt_samples() (in module sparknlp_jsl.util)</a>
 </li>
@@ -1431,7 +1431,7 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/alab/index.html#sparknlp_jsl.alab.AnnotationLab.get_relation_extraction_data">get_relation_extraction_data() (AnnotationLab method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval">get_report_interval() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval">get_report_interval() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html#sparknlp_jsl.utils.training_log_parser_utils.get_result">get_result() (in module sparknlp_jsl.utils.training_log_parser_utils)</a>
 </li>
@@ -1441,17 +1441,17 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_sentence">get_sentence() (InteractiveFix method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths">get_sentence_lengths() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths">get_sentence_lengths() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.get_sentence_pipeline">get_sentence_pipeline() (in module sparknlp_jsl.utils.alab_utils)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths">get_sentence_token_lengths() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths">get_sentence_token_lengths() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.get_single_task_conll">get_single_task_conll() (in module sparknlp_jsl.utils.alab_utils)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax">get_softmax() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax">get_softmax() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids">get_tag_ids() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids">get_tag_ids() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_title_html">get_title_html() (InteractiveFix method)</a>
 </li>
@@ -1459,9 +1459,9 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.get_unique_entities">get_unique_entities() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings">get_word_embeddings() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings">get_word_embeddings() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths">get_word_lengths() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths">get_word_lengths() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getBatchNorm">getBatchNorm() (TFGraphBuilder method)</a>
 </li>
@@ -1531,7 +1531,7 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.html#sparknlp_jsl.annotator.deid.replacer.Replacer.getUseReplacement">getUseReplacement() (Replacer method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell">GLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell">GLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html#sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.glueString">glueString (WindowedParams attribute)</a>
 </li>
@@ -1555,13 +1555,13 @@ <h2 id="G">G</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.html#sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.greedyMode">greedyMode (CommonNerConverterInternalParams attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell">GridLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell">GridLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html#sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.groupBySentences">groupBySentences (ChunkSentenceSplitter attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell">GRUBlockCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell">GRUBlockCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2">GRUBlockCellV2 (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2">GRUBlockCellV2 (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -1581,7 +1581,7 @@ <h2 id="H">H</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenWeightsL2">hiddenWeightsL2 (TFGraphBuilder attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper">HighwayWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper">HighwayWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -1625,19 +1625,19 @@ <h2 id="I">I</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html#sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.includeStandardField">includeStandardField (SourceTrackingMetadataParams attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell">IndRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell">IndRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell">IndyGRUCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell">IndyGRUCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell">IndyLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell">IndyLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.inferenceBatchSize">inferenceBatchSize (MedicalNerModel attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT">INIT (MODEL_OPS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT">INIT (MODEL_OPS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index.html#sparknlp_jsl.nlp_test.bias.bias_testing.init_medical_gender_classifier">init_medical_gender_classifier() (in module sparknlp_jsl.nlp_test.bias.bias_testing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables">init_variables() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables">init_variables() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html#sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.inputAnnotatorTypes">inputAnnotatorTypes (AnnotationMerger attribute)</a>
 
@@ -1801,9 +1801,9 @@ <h2 id="I">I</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.html#sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal.inputColsValidation">inputColsValidation() (AnnotatorPropertiesInternal method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper">InputProjectionWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper">InputProjectionWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS">INPUTS (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS">INPUTS (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html#sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.inputType">inputType (AnnotationMerger attribute)</a>
 
@@ -1819,7 +1819,7 @@ <h2 id="I">I</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/pretrained/index.html#sparknlp_jsl.pretrained.InternalResourceDownloader">InternalResourceDownloader (class in sparknlp_jsl.pretrained)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell">IntersectionRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell">IntersectionRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.introduce_typos">introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 
@@ -1829,7 +1829,7 @@ <h2 id="I">I</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html#sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger">IOBTagger (class in sparknlp_jsl.annotator.ner.iob_tagger)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built">is_built() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built">is_built() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html#sparknlp_jsl.utils.training_log_parser_utils.is_chunk_end">is_chunk_end() (in module sparknlp_jsl.utils.training_log_parser_utils)</a>
 </li>
@@ -1919,17 +1919,17 @@ <h2 id="L">L</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.language">(NameChunkObfuscatorApproach attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell">LayerNormBasicLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell">LayerNormBasicLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell">LayerNormLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell">LayerNormLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell">LayerRNNCell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell">LayerRNNCell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell">(in module sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell">(in module sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">LEARNING_RATE (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">LEARNING_RATE (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html#sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.learningRate">learningRate (AssertionDLApproach attribute)</a>
 
@@ -1981,7 +1981,7 @@ <h2 id="L">L</h2>
       </ul></li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph">load_graph() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph">load_graph() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index.html#sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModel">loadSavedModel() (FinanceBertForSequenceClassification static method)</a>
 
@@ -2045,11 +2045,11 @@ <h2 id="L">L</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.logPrefix">logPrefix (MedicalNerApproach attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder">LogRegClassifierTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder">LogRegClassifierTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR">LOGS_DIR (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR">LOGS_DIR (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS">LOSS (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS">LOSS (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/training_log_parser/index.html#sparknlp_jsl.training_log_parser.assertion_log_parser.loss_plot">loss_plot() (assertion_log_parser method)</a>
 
@@ -2069,11 +2069,11 @@ <h2 id="L">L</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.lr">lr (MedicalNerApproach attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell">LSTMBlockCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell">LSTMBlockCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell">LSTMBlockFusedCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell">LSTMBlockFusedCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper">LSTMBlockWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper">LSTMBlockWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -2153,7 +2153,7 @@ <h2 id="M">M</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramFingerprint">maxTokenNgramFingerprint (ChunkMapperFuzzyMatchingParams attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure">measure() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure">measure() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html#sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification (class in sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification)</a>
 </li>
@@ -2193,7 +2193,7 @@ <h2 id="M">M</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.minCharNgramFingerprint">minCharNgramFingerprint (ChunkMapperFuzzyMatchingParams attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell">MinimalRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell">MinimalRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.minTokenNgram">minTokenNgram (DocumentMLClassifierParams attribute)</a>
 </li>
@@ -2213,29 +2213,29 @@ <h2 id="M">M</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#id13">(DeIdentificationModel attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mode">[1]</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model">model (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model">model (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model">(in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model">(in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS">MODEL_OPS (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS">MODEL_OPS (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS">MODEL_TENSORS (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS">MODEL_TENSORS (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.modelFile">modelFile (GenericClassifierApproach attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.modelName">modelName (TFGraphBuilder attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR">MODELS_DIR (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR">MODELS_DIR (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/modelTracer/index.html#sparknlp_jsl.modelTracer.ModelTracer">ModelTracer (class in sparknlp_jsl.modelTracer)</a>
 </li>
@@ -2255,83 +2255,83 @@ <h2 id="M">M</h2>
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/index.html#module-sparknlp_jsl">sparknlp_jsl</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders">sparknlp_jsl._tf_graph_builders</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders">sparknlp_jsl._tf_graph_builders</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl">sparknlp_jsl._tf_graph_builders.assertion_dl</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl">sparknlp_jsl._tf_graph_builders.assertion_dl</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier">sparknlp_jsl._tf_graph_builders.generic_classifier</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier">sparknlp_jsl._tf_graph_builders.generic_classifier</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders.graph_builders">sparknlp_jsl._tf_graph_builders.graph_builders</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders.graph_builders">sparknlp_jsl._tf_graph_builders.graph_builders</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl">sparknlp_jsl._tf_graph_builders.ner_dl</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl">sparknlp_jsl._tf_graph_builders.ner_dl</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib">sparknlp_jsl._tf_graph_builders.tf2contrib</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib">sparknlp_jsl._tf_graph_builders.tf2contrib</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index.html#module-sparknlp_jsl._tf_graph_builders_1x">sparknlp_jsl._tf_graph_builders_1x</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index.html#module-sparknlp_jsl._tf_graph_builders_1x">sparknlp_jsl._tf_graph_builders_1x</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier">sparknlp_jsl._tf_graph_builders_1x.generic_classifier</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier">sparknlp_jsl._tf_graph_builders_1x.generic_classifier</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders_1x.graph_builders">sparknlp_jsl._tf_graph_builders_1x.graph_builders</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders_1x.graph_builders">sparknlp_jsl._tf_graph_builders_1x.graph_builders</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl">sparknlp_jsl._tf_graph_builders_1x.ner_dl</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl">sparknlp_jsl._tf_graph_builders_1x.ner_dl</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/alab/index.html#module-sparknlp_jsl.alab">sparknlp_jsl.alab</a>
 </li>
@@ -2868,7 +2868,7 @@ <h2 id="N">N</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html#sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.narrowWithApproximateMatching">(NerDisambiguatorModel attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell">NASCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell">NASCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html#sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.nearMatchingGapParam">nearMatchingGapParam (NerDisambiguator attribute)</a>
 
@@ -2904,24 +2904,24 @@ <h2 id="N">N</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/eval/index.html#sparknlp_jsl.eval.NerDLMetrics">NerDLMetrics (class in sparknlp_jsl.eval)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel">NerModel (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel">NerModel (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel">(class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel">(class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver">NerModelSaver (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver">NerModelSaver (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver">(class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver">(class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.html#sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator">NerQuestionGenerator (class in sparknlp_jsl.annotator.qa.qa_ner_generator)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder">NerTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder">NerTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html#sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.newDateShift">newDateShift (DocumentHashCoder attribute)</a>
@@ -2932,21 +2932,21 @@ <h2 id="N">N</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.nlp_token_pipeline">nlp_token_pipeline (in module sparknlp_jsl.utils.alab_utils)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize">normalize() (DatasetEncoder static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize">normalize() (DatasetEncoder static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.normalizedCol">normalizedCol (SentenceEntityResolverApproach attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/eval/index.html#sparknlp_jsl.eval.NorvigSpellEvaluation">NorvigSpellEvaluation (class in sparknlp_jsl.eval)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell">NTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell">NTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState">NTMControllerState (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState">NTMControllerState (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.num_sample_drop_down">num_sample_drop_down() (InteractiveFix method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues">num_trues() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues">num_trues() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units">num_units() (LSTMBlockWrapper method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units">num_units() (LSTMBlockWrapper method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html#sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.numFirstChars">numFirstChars (NerDisambiguator attribute)</a>
 
@@ -2986,13 +2986,13 @@ <h2 id="O">O</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html#sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor">ocr_entity_processor() (in module sparknlp_jsl.utils.ocr_nlp_processor)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch">on_batch() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch">on_batch() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch">on_epoch() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch">on_epoch() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end">on_training_end() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end">on_training_end() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start">on_training_start() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start">on_training_start() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.optionalContextRules">optionalContextRules (ContextualParserApproach attribute)</a>
 
@@ -3176,9 +3176,9 @@ <h2 id="O">O</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.outputLogsPath">(GenericClassifierApproach attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper">OutputProjectionWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper">OutputProjectionWrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">OUTPUTS (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">OUTPUTS (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.html#sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputTokenBeginCol">outputTokenBeginCol (AssertionChunkConverter attribute)</a>
 </li>
@@ -3204,9 +3204,9 @@ <h2 id="P">P</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html#sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.patientIdColumn">patientIdColumn (DocumentHashCoder attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph">persist_graph() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph">persist_graph() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell">PhasedLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell">PhasedLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.po">po (MedicalNerApproach attribute)</a>
 </li>
@@ -3220,9 +3220,9 @@ <h2 id="P">P</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.PosologyREModel">PosologyREModel (class in sparknlp_jsl.annotator.re.relation_extraction)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT">PREDICT (RUN_TYPES attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT">PREDICT (RUN_TYPES attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict">predict() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict">predict() (NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html#sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.predictionsLimit">predictionsLimit (NerDisambiguator attribute)</a>
 
@@ -3350,9 +3350,9 @@ <h2 id="P">P</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.prev_page">prev_page() (InteractiveFix method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params">print_model_params() (TFGraphBuilderFactory static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params">print_model_params() (TFGraphBuilderFactory static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress">print_progress() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress">print_progress() (ProgressTracker method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/pretrained/index.html#sparknlp_jsl.pretrained.printProgress">printProgress() (in module sparknlp_jsl.pretrained)</a>
 </li>
@@ -3390,10 +3390,10 @@ <h2 id="P">P</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/functions/index.html#sparknlp_jsl.functions.profileV24Y22">profileV24Y22() (in module sparknlp_jsl.functions)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker">ProgressTracker (class in sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker">ProgressTracker (class in sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/index.html#sparknlp_jsl.pub_version">pub_version() (in module sparknlp_jsl)</a>
@@ -3506,10 +3506,10 @@ <h2 id="R">R</h2>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel">RelationExtractionModel (class in sparknlp_jsl.annotator.re.relation_extraction)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder">RelationExtractionTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder">RelationExtractionTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.relationPairs">relationPairs (RelationExtractionModel attribute)</a>
@@ -3550,7 +3550,7 @@ <h2 id="R">R</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index.html#sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger">ResolverMerger (class in sparknlp_jsl.annotator.resolution.resolver_merger)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">restore_tensorflow_state() (NerModelSaver static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">restore_tensorflow_state() (NerModelSaver static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.returnCosineDistances">returnCosineDistances (SentenceEntityResolverApproach attribute)</a>
 
@@ -3572,7 +3572,7 @@ <h2 id="R">R</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/alab/index.html#sparknlp_jsl.alab.AnnotationLab.review_annotations">review_annotations() (AnnotationLab method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell">RNNCell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell">RNNCell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/router/index.html#sparknlp_jsl.annotator.router.Router">Router (class in sparknlp_jsl.annotator.router)</a>
 </li>
@@ -3580,16 +3580,16 @@ <h2 id="R">R</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_testing.run_test">run_test() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests">run_tests() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests">run_tests() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">(GenericClassifierModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">(GenericClassifierModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">[1]</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES">RUN_TYPES (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES">RUN_TYPES (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)</a>
 </li>
       </ul></li>
   </ul></td>
@@ -3618,9 +3618,9 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameLengthFormattedEntities">(DeIdentificationModel attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save">save() (NerModelSaver method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save">save() (NerModelSaver method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models">save_models() (NerModelSaver method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models">save_models() (NerModelSaver method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html#sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.scheme">scheme (IOBTagger attribute)</a>
 </li>
@@ -3670,10 +3670,10 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel">(class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper">SentenceGrouper (class in sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper">SentenceGrouper (class in sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper">(class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper">(class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams">SentenceResolverParams (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver)</a>
@@ -4592,10 +4592,10 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setThreshold">(SentenceResolverParams method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings">Settings (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings">Settings (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings">(class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setToEntity">setToEntity() (RelationExtractionApproach method)</a>
@@ -4714,7 +4714,7 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/compatibility/index.html#sparknlp_jsl.compatibility.Compatibility.showVersion">showVersion() (Compatibility method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle">shuffle() (DatasetEncoder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle">shuffle() (DatasetEncoder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/index.html#sparknlp_jsl.size_regex">size_regex (in module sparknlp_jsl)</a>
 </li>
@@ -4734,10 +4734,10 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/router/index.html#sparknlp_jsl.annotator.router.Router.skipLPInputColsValidation">(Router attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice">slice() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice">slice() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice">(SentenceGrouper method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice">(SentenceGrouper method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice">[1]</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html#sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams">SourceTrackingMetadataParams (class in sparknlp_jsl.annotator.source_tracking_metadata_params)</a>
@@ -4757,273 +4757,273 @@ <h2 id="S">S</h2>
     sparknlp_jsl._tf_graph_builders
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.assertion_dl
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.generic_classifier
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.generic_classifier.build_model
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.generic_classifier.settings
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.graph_builders
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders.graph_builders">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders.graph_builders">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.ner_dl
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.ner_dl.create_graph
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.ner_dl.ner_model
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.tf2contrib
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.tf2contrib.rnn
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index.html#module-sparknlp_jsl._tf_graph_builders_1x">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index.html#module-sparknlp_jsl._tf_graph_builders_1x">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.assertion_dl
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.generic_classifier
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.graph_builders
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders_1x.graph_builders">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders_1x.graph_builders">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.ner_dl
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver">module</a>
 </li>
       </ul></li>
       <li>
     sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper">module</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper">module</a>
 </li>
       </ul></li>
       <li>
@@ -6255,11 +6255,11 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html#sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SQL">SQL (InternalAnnotatorType attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell">SRUCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell">SRUCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn">stack_bidirectional_dynamic_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn">stack_bidirectional_dynamic_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn">stack_bidirectional_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn">stack_bidirectional_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html#sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.standardFieldKey">standardFieldKey (SourceTrackingMetadataParams attribute)</a>
 </li>
@@ -6297,17 +6297,17 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.html#sparknlp_jsl.nlp_test.robustness.utils.suggest_perturbations">suggest_perturbations() (in module sparknlp_jsl.nlp_test.robustness.utils)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">supports_auto_file_name() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">supports_auto_file_name() (AssertionTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">(GenericClassifierTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name">(NerTFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name">[1]</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name">(TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name">(TFGraphBuilder method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name">[1]</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder">SVMClassifierTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder">SVMClassifierTFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_entities_with_terminology">swap_entities_with_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 </li>
@@ -6343,11 +6343,11 @@ <h2 id="T">T</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html#sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.targetNerLabels">(AssertionLogRegModel attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS">TARGETS (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS">TARGETS (MODEL_TENSORS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.html#sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.task">task (MedicalEncoderDecoder attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded">TensorflowAddonsNeeded</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded">TensorflowAddonsNeeded</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_fixing.test_and_augment_robustness">test_and_augment_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)</a>
 </li>
@@ -6361,24 +6361,24 @@ <h2 id="T">T</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.html#sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns">TextToDocumentsColumns (class in sparknlp_jsl.text_to_documents_columns)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.tf">tf (in module sparknlp_jsl._tf_graph_builders.tf2contrib)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.tf">tf (in module sparknlp_jsl._tf_graph_builders.tf2contrib)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/training/index.html#sparknlp_jsl.training.tf_graph">tf_graph (in module sparknlp_jsl.training)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/training/index.html#sparknlp_jsl.training.tf_graph_1x">tf_graph_1x (in module sparknlp_jsl.training)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder">TFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder">TFGraphBuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder">(class in sparknlp_jsl.annotator.tf_graph_builder)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory">TFGraphBuilderFactory (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory">TFGraphBuilderFactory (class in sparknlp_jsl._tf_graph_builders.graph_builders)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory">(class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)</a>
 </li>
       </ul></li>
   </ul></td>
@@ -6391,9 +6391,9 @@ <h2 id="T">T</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.threshold">(SentenceResolverParams attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell">TimeFreqLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell">TimeFreqLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN">TimeReversedFusedRNN (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN">TimeReversedFusedRNN (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.html#sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns.toDocumentsColumns">toDocumentsColumns() (TextToDocumentsColumns method)</a>
 </li>
@@ -6425,16 +6425,16 @@ <h2 id="T">T</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html#sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.topN">topN (ChunkKeyPhraseExtraction attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN">TRAIN (MODEL_OPS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN">TRAIN (MODEL_OPS attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN">(RUN_TYPES attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN">(RUN_TYPES attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN">[1]</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train">train() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train">train() (AssertionModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train">[1]</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train">(NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train">[1]</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train">(NerModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train">[1]</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.trainingClassDistribution">trainingClassDistribution (MedicalNerModel attribute)</a>
@@ -6449,7 +6449,7 @@ <h2 id="T">T</h2>
 <h2 id="U">U</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell">UGRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell">UGRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.unnormalizedDateMode">unnormalizedDateMode (DeIdentification attribute)</a>
 
@@ -6537,7 +6537,7 @@ <h2 id="V">V</h2>
 <h2 id="W">W</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell">WeightNormLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell">WeightNormLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.html#sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.whiteList">whiteList (AssertionFilterer attribute)</a>
 
@@ -6561,7 +6561,7 @@ <h2 id="W">W</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html#sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.windowSize">windowSize (WindowedParams attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion">WrongTFVersion</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion">[1]</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion">WrongTFVersion</a>, <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion">[1]</a>
 </li>
   </ul></td>
 </tr></table>
@@ -6569,18 +6569,18 @@ <h2 id="W">W</h2>
 <h2 id="Z">Z</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state">zero_state() (CompiledWrapper method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state">zero_state() (CompiledWrapper method)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state">(EmbeddingWrapper method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state">(EmbeddingWrapper method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state">(HighwayWrapper method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state">(HighwayWrapper method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state">(InputProjectionWrapper method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state">(InputProjectionWrapper method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state">(NTMCell method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state">(NTMCell method)</a>
 </li>
-        <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state">(OutputProjectionWrapper method)</a>
+        <li><a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state">(OutputProjectionWrapper method)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.html#sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel">ZeroShotNerModel (class in sparknlp_jsl.annotator.ner.zero_shot_ner)</a>
@@ -6654,7 +6654,8 @@ <h2 id="Z">Z</h2>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/getting_started/index.html b/docs/licensed/api/python/getting_started/index.html
index a7dd79ed19..c6d3659b7d 100644
--- a/docs/licensed/api/python/getting_started/index.html
+++ b/docs/licensed/api/python/getting_started/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -437,15 +437,6 @@ <h2>Starting a Spark NLP Session from Python<a class="headerlink" href="#startin
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#starting-a-spark-nlp-session-from-python">Starting a Spark NLP Session from Python</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../_sources/getting_started/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -470,7 +461,8 @@ <h2>Starting a Spark NLP Session from Python<a class="headerlink" href="#startin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/index.html b/docs/licensed/api/python/index.html
index bf13f88fea..53d44ff02e 100644
--- a/docs/licensed/api/python/index.html
+++ b/docs/licensed/api/python/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="./" id="documentation_options" src="static/documentation_options.js"></script>
     <script src="static/jquery.js"></script>
     <script src="static/underscore.js"></script>
-    <script src="static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="static/doctools.js"></script>
     <script src="static/sphinx_highlight.js"></script>
     <script src="static/toggleprompt.js"></script>
@@ -350,15 +350,6 @@ <h2>Content<a class="headerlink" href="#content" title="Permalink to this headin
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#content">Content</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="_sources/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -383,7 +374,8 @@ <h2>Content<a class="headerlink" href="#content" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/_modules/index.html b/docs/licensed/api/python/modules/_modules/index.html
index a20979b750..e528656743 100644
--- a/docs/licensed/api/python/modules/_modules/index.html
+++ b/docs/licensed/api/python/modules/_modules/index.html
@@ -138,8 +138,8 @@ <h1>All modules for which code is available</h1>
 <li><a href="pyspark/ml/wrapper.html">pyspark.ml.wrapper</a></li>
 <li><a href="sparknlp/common.html">sparknlp.common</a></li>
 <li><a href="sparknlp/internal.html">sparknlp.internal</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/graph_builders.html">sparknlp_jsl._tf_graph_builders.graph_builders</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html">sparknlp_jsl._tf_graph_builders_1x.graph_builders</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/graph_builders.html">sparknlp_jsl._tf_graph_builders.graph_builders</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/graph_builders.html">sparknlp_jsl._tf_graph_builders_1x.graph_builders</a></li>
 <li><a href="sparknlp_jsl/annotator.html">sparknlp_jsl.annotator</a></li>
 <li><a href="sparknlp_jsl/base.html">sparknlp_jsl.base</a></li>
 <li><a href="sparknlp_jsl/training.html">sparknlp_jsl.training</a></li>
diff --git a/docs/licensed/api/python/modules/_modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html b/docs/licensed/api/python/modules/_modules/sparknlp_jsl/tf_graph_builders/graph_builders.html
similarity index 100%
rename from docs/licensed/api/python/modules/_modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html
rename to docs/licensed/api/python/modules/_modules/sparknlp_jsl/tf_graph_builders/graph_builders.html
diff --git a/docs/licensed/api/python/modules/_modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html b/docs/licensed/api/python/modules/_modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html
similarity index 100%
rename from docs/licensed/api/python/modules/_modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html
rename to docs/licensed/api/python/modules/_modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html
diff --git a/docs/licensed/api/python/modules/index.html b/docs/licensed/api/python/modules/index.html
index 9cf42fe952..ba18081072 100644
--- a/docs/licensed/api/python/modules/index.html
+++ b/docs/licensed/api/python/modules/index.html
@@ -39,7 +39,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -308,37 +308,37 @@
                   
   <h1>All modules for which code is available</h1>
 <ul><li><a href="sparknlp_jsl.html">sparknlp_jsl</a></li>
-<ul><li><a href="sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model.html">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model.html">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/graph_builders.html">sparknlp_jsl._tf_graph_builders.graph_builders</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph.html">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver.html">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper.html">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/tf2contrib.html">sparknlp_jsl._tf_graph_builders.tf2contrib</a></li>
-<ul><li><a href="sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell.html">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn.html">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</a></li>
-</ul><li><a href="sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html">sparknlp_jsl._tf_graph_builders_1x.graph_builders</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</a></li>
-<li><a href="sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</a></li>
+<ul><li><a href="sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/generic_classifier/build_model.html">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model.html">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/graph_builders.html">sparknlp_jsl._tf_graph_builders.graph_builders</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/ner_dl/create_graph.html">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver.html">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper.html">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/tf2contrib.html">sparknlp_jsl._tf_graph_builders.tf2contrib</a></li>
+<ul><li><a href="sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell.html">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/tf2contrib/rnn.html">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</a></li>
+</ul><li><a href="sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/graph_builders.html">sparknlp_jsl._tf_graph_builders_1x.graph_builders</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</a></li>
+<li><a href="sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper.html">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</a></li>
 <li><a href="sparknlp_jsl/alab.html">sparknlp_jsl.alab</a></li>
 <li><a href="sparknlp_jsl/annotator.html">sparknlp_jsl.annotator</a></li>
 <ul><li><a href="sparknlp_jsl/annotator/annotation_merger.html">sparknlp_jsl.annotator.annotation_merger</a></li>
@@ -511,7 +511,8 @@ <h1>All modules for which code is available</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl.html b/docs/licensed/api/python/modules/sparknlp_jsl.html
index 2cdde44911..71792b7094 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl.html
@@ -39,7 +39,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -567,7 +567,8 @@ <h1>Source code for sparknlp_jsl</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/alab.html b/docs/licensed/api/python/modules/sparknlp_jsl/alab.html
index 9bf2f31d7d..0548fc7e72 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/alab.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/alab.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -2351,7 +2351,8 @@ <h1>Source code for sparknlp_jsl.alab</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator.html
index cbe99a715f..dcb897799a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -447,7 +447,8 @@ <h1>Source code for sparknlp_jsl.annotator</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/annotation_merger.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/annotation_merger.html
index fcd45320eb..391bf84b6b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/annotation_merger.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/annotation_merger.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -439,7 +439,8 @@ <h1>Source code for sparknlp_jsl.annotator.annotation_merger</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertionDL.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertionDL.html
index 714fcadd40..a98740d5e8 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertionDL.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertionDL.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -890,7 +890,8 @@ <h1>Source code for sparknlp_jsl.annotator.assertion.assertionDL</h1><div class=
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertion_chunk_converter.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertion_chunk_converter.html
index d8b386e7a4..b63db9c436 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertion_chunk_converter.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertion_chunk_converter.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -562,7 +562,8 @@ <h1>Source code for sparknlp_jsl.annotator.assertion.assertion_chunk_converter</
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertion_dl_reg.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertion_dl_reg.html
index 1d4fef1ee9..c0bffbc812 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertion_dl_reg.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/assertion/assertion_dl_reg.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -682,7 +682,8 @@ <h1>Source code for sparknlp_jsl.annotator.assertion.assertion_dl_reg</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/assertion_filterer.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/assertion_filterer.html
index 6e616ce1a0..6d378964f6 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/assertion_filterer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/assertion_filterer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -529,7 +529,8 @@ <h1>Source code for sparknlp_jsl.annotator.chunker.assertion_filterer</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_converter.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_converter.html
index dfba91a287..2d5778d550 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_converter.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_converter.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -427,7 +427,8 @@ <h1>Source code for sparknlp_jsl.annotator.chunker.chunk_converter</h1><div clas
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction.html
index 31bc4b0b89..9e7cdbf926 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -675,7 +675,8 @@ <h1>Source code for sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction</
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter.html
index 1e87c48fce..f2f3cdf614 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -451,7 +451,8 @@ <h1>Source code for sparknlp_jsl.annotator.chunker.chunk_sentence_splitter</h1><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunker_filterer.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunker_filterer.html
index aca8dcadc5..f27e543327 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunker_filterer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunker_filterer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -752,7 +752,8 @@ <h1>Source code for sparknlp_jsl.annotator.chunker.chunker_filterer</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunkmapper.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunkmapper.html
index 514d5158b2..c7d5c89158 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunkmapper.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunkmapper.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -745,7 +745,8 @@ <h1>Source code for sparknlp_jsl.annotator.chunker.chunkmapper</h1><div class="h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunkmapper_filterer.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunkmapper_filterer.html
index 347d78b35a..0b6c69b134 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunkmapper_filterer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/chunkmapper_filterer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -411,7 +411,8 @@ <h1>Source code for sparknlp_jsl.annotator.chunker.chunkmapper_filterer</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/docmapper.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/docmapper.html
index 9c7a18f78b..0b350b8ed2 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/docmapper.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/chunker/docmapper.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -575,7 +575,8 @@ <h1>Source code for sparknlp_jsl.annotator.chunker.docmapper</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/document_log_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/document_log_classifier.html
index 4628bbd170..2a006c7045 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/document_log_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/document_log_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -661,7 +661,8 @@ <h1>Source code for sparknlp_jsl.annotator.classification.document_log_classifie
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/document_ml_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/document_ml_classifier.html
index 25f777b5bc..c08bd7be60 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/document_ml_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/document_ml_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -715,7 +715,8 @@ <h1>Source code for sparknlp_jsl.annotator.classification.document_ml_classifier
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/generic_log_reg_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/generic_log_reg_classifier.html
index 4f9f0a2ec1..ab95ce1c44 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/generic_log_reg_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/generic_log_reg_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -417,7 +417,8 @@ <h1>Source code for sparknlp_jsl.annotator.classification.generic_log_reg_classi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/generic_svm_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/generic_svm_classifier.html
index 8e5be71f80..6af8eb14ea 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/generic_svm_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/generic_svm_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -419,7 +419,8 @@ <h1>Source code for sparknlp_jsl.annotator.classification.generic_svm_classifier
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification.html
index f9e7bbb873..eb55568296 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -555,7 +555,8 @@ <h1>Source code for sparknlp_jsl.annotator.classification.medical_bert_for_seque
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier.html
index ab891ed234..53a6d303ff 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -548,7 +548,8 @@ <h1>Source code for sparknlp_jsl.annotator.classification.medical_bert_for_token
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification.html
index e72367e66d..614f921942 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -566,7 +566,8 @@ <h1>Source code for sparknlp_jsl.annotator.classification.medical_distilbert_for
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/context/contextual_parser.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/context/contextual_parser.html
index 2e1ec45faa..d8d8872e71 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/context/contextual_parser.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/context/contextual_parser.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -735,7 +735,8 @@ <h1>Source code for sparknlp_jsl.annotator.context.contextual_parser</h1><div cl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/deIdentification.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/deIdentification.html
index 4e8313028e..28e2ae8d25 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/deIdentification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/deIdentification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -1530,7 +1530,8 @@ <h1>Source code for sparknlp_jsl.annotator.deid.deIdentification</h1><div class=
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/doccument_hashcoder.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/doccument_hashcoder.html
index f165fdf303..c19fb05be0 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/doccument_hashcoder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/doccument_hashcoder.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -605,7 +605,8 @@ <h1>Source code for sparknlp_jsl.annotator.deid.doccument_hashcoder</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/name_obfuscator.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/name_obfuscator.html
index 83dd4bdf97..cab9088829 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/name_obfuscator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/name_obfuscator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -696,7 +696,8 @@ <h1>Source code for sparknlp_jsl.annotator.deid.name_obfuscator</h1><div class="
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/reIdentification.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/reIdentification.html
index 28aa23e255..1295de702b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/reIdentification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/reIdentification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -408,7 +408,8 @@ <h1>Source code for sparknlp_jsl.annotator.deid.reIdentification</h1><div class=
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/replacer.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/replacer.html
index 9e060effc2..7bc0ccfd2d 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/replacer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/deid/replacer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -459,7 +459,8 @@ <h1>Source code for sparknlp_jsl.annotator.deid.replacer</h1><div class="highlig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/disambiguation/ner_disambiguator.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/disambiguation/ner_disambiguator.html
index c7684e8a23..f34f0dd1c2 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/disambiguation/ner_disambiguator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/disambiguation/ner_disambiguator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -827,7 +827,8 @@ <h1>Source code for sparknlp_jsl.annotator.disambiguation.ner_disambiguator</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/doc2_chunk_internal.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/doc2_chunk_internal.html
index 3ce6738634..186bdab058 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/doc2_chunk_internal.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/doc2_chunk_internal.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -537,7 +537,8 @@ <h1>Source code for sparknlp_jsl.annotator.doc2_chunk_internal</h1><div class="h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/average_embeddings.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/average_embeddings.html
index 3945906df4..17ec9cfb17 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/average_embeddings.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/average_embeddings.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -378,7 +378,8 @@ <h1>Source code for sparknlp_jsl.annotator.embeddings.average_embeddings</h1><di
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings.html
index 9d8e990430..883aa3c8b3 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -523,7 +523,8 @@ <h1>Source code for sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings</
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings.html
index a0c93b4e62..c2ac83debb 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -605,7 +605,8 @@ <h1>Source code for sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings</h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/feature_assembler.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/feature_assembler.html
index 9b89211366..b1351afe8d 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/feature_assembler.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/feature_assembler.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -435,7 +435,8 @@ <h1>Source code for sparknlp_jsl.annotator.feature_assembler</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/generic_classifier/generic_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/generic_classifier/generic_classifier.html
index 56f3e0409f..b4f5075010 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/generic_classifier/generic_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/generic_classifier/generic_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -714,7 +714,8 @@ <h1>Source code for sparknlp_jsl.annotator.generic_classifier.generic_classifier
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/merge/chunk_merge.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/merge/chunk_merge.html
index eea05f3c2a..d1ed581169 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/merge/chunk_merge.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/merge/chunk_merge.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -740,7 +740,8 @@ <h1>Source code for sparknlp_jsl.annotator.merge.chunk_merge</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/merge/chunker_merge.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/merge/chunker_merge.html
index e9c06ad9af..880411bef6 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/merge/chunker_merge.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/merge/chunker_merge.html
@@ -35,7 +35,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/iob_tagger.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/iob_tagger.html
index 7d16ced62a..cb5375089a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/iob_tagger.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/iob_tagger.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -444,7 +444,8 @@ <h1>Source code for sparknlp_jsl.annotator.ner.iob_tagger</h1><div class="highli
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/medical_ner.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/medical_ner.html
index 3056729c02..e71d714985 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/medical_ner.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/medical_ner.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -1182,7 +1182,8 @@ <h1>Source code for sparknlp_jsl.annotator.ner.medical_ner</h1><div class="highl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/ner_chunker.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/ner_chunker.html
index a962123726..f73645802a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/ner_chunker.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/ner_chunker.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -458,7 +458,8 @@ <h1>Source code for sparknlp_jsl.annotator.ner.ner_chunker</h1><div class="highl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/ner_converter_internal.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/ner_converter_internal.html
index 35db02ab36..fbd95bf3ac 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/ner_converter_internal.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/ner_converter_internal.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -789,7 +789,8 @@ <h1>Source code for sparknlp_jsl.annotator.ner.ner_converter_internal</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/zero_shot_ner.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/zero_shot_ner.html
index 2aad6989ab..ae67ef2f25 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/zero_shot_ner.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/ner/zero_shot_ner.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -523,7 +523,8 @@ <h1>Source code for sparknlp_jsl.annotator.ner.zero_shot_ner</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/normalizer/date_normalizer.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/normalizer/date_normalizer.html
index 4a30897805..354b03457e 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/normalizer/date_normalizer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/normalizer/date_normalizer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -608,7 +608,8 @@ <h1>Source code for sparknlp_jsl.annotator.normalizer.date_normalizer</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/normalizer/drug_normalizer.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/normalizer/drug_normalizer.html
index 9d2848c4a6..f62b8ba812 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/normalizer/drug_normalizer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/normalizer/drug_normalizer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -464,7 +464,8 @@ <h1>Source code for sparknlp_jsl.annotator.normalizer.drug_normalizer</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/gpt_generation_params.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/gpt_generation_params.html
index bd5b168adc..97d68579b9 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/gpt_generation_params.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/gpt_generation_params.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -455,7 +455,8 @@ <h1>Source code for sparknlp_jsl.annotator.qa.gpt_generation_params</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/medical_qa.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/medical_qa.html
index a8d4048f56..2e12dfe81a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/medical_qa.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/medical_qa.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -571,7 +571,8 @@ <h1>Source code for sparknlp_jsl.annotator.qa.medical_qa</h1><div class="highlig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/qa_ner_generator.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/qa_ner_generator.html
index e9f567712a..fd1c3d5127 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/qa_ner_generator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/qa/qa_ner_generator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -502,7 +502,8 @@ <h1>Source code for sparknlp_jsl.annotator.qa.qa_ner_generator</h1><div class="h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_extraction.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_extraction.html
index 9447b27c5a..3e63cbd817 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_extraction.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_extraction.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -922,7 +922,8 @@ <h1>Source code for sparknlp_jsl.annotator.re.relation_extraction</h1><div class
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_extraction_dl.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_extraction_dl.html
index 971081bf37..9058cf04c0 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_extraction_dl.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_extraction_dl.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -609,7 +609,8 @@ <h1>Source code for sparknlp_jsl.annotator.re.relation_extraction_dl</h1><div cl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_ner_chunk_filter.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_ner_chunk_filter.html
index 2de67b27ef..d192fe5cb2 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_ner_chunk_filter.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/relation_ner_chunk_filter.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -557,7 +557,8 @@ <h1>Source code for sparknlp_jsl.annotator.re.relation_ner_chunk_filter</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/zero_shot_relation_extraction.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/zero_shot_relation_extraction.html
index 20772e61a9..3550ab426b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/zero_shot_relation_extraction.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/re/zero_shot_relation_extraction.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -544,7 +544,8 @@ <h1>Source code for sparknlp_jsl.annotator.re.zero_shot_relation_extraction</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution/resolver_merger.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution/resolver_merger.html
index 2daceff716..59542bdd90 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution/resolver_merger.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution/resolver_merger.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -387,7 +387,8 @@ <h1>Source code for sparknlp_jsl.annotator.resolution.resolver_merger</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution/sentence_entity_resolver.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution/sentence_entity_resolver.html
index 31080aad41..96ed81d495 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution/sentence_entity_resolver.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution/sentence_entity_resolver.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -843,7 +843,8 @@ <h1>Source code for sparknlp_jsl.annotator.resolution.sentence_entity_resolver</
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution2_chunk.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution2_chunk.html
index 286ba15acb..54c6ba0f57 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution2_chunk.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/resolution2_chunk.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -460,7 +460,8 @@ <h1>Source code for sparknlp_jsl.annotator.resolution2_chunk</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/router.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/router.html
index 38bfe2061c..32ae403468 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/router.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/router.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -493,7 +493,8 @@ <h1>Source code for sparknlp_jsl.annotator.router</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder.html
index 8f3cf385b4..49ac22f4ad 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -500,7 +500,8 @@ <h1>Source code for sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder</h1><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_summarizer.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_summarizer.html
index f6bcf7d56a..6aecc1b291 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_summarizer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_summarizer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -424,7 +424,8 @@ <h1>Source code for sparknlp_jsl.annotator.seq2seq.medical_summarizer</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_text_generator.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_text_generator.html
index c5f9f40b4d..701dcc80fc 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_text_generator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/seq2seq/medical_text_generator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -539,7 +539,8 @@ <h1>Source code for sparknlp_jsl.annotator.seq2seq.medical_text_generator</h1><d
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/source_tracking_metadata_params.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/source_tracking_metadata_params.html
index 4fd23abd8a..f28332b2ec 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/source_tracking_metadata_params.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/source_tracking_metadata_params.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -445,7 +445,8 @@ <h1>Source code for sparknlp_jsl.annotator.source_tracking_metadata_params</h1><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/tf_graph_builder.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/tf_graph_builder.html
index 767fd707e1..12b4973a6a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/tf_graph_builder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/tf_graph_builder.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -879,7 +879,8 @@ <h1>Source code for sparknlp_jsl.annotator.tf_graph_builder</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/windowed/windowed_sentence.html b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/windowed/windowed_sentence.html
index d0bd4a3d6c..00cc96ec75 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/annotator/windowed/windowed_sentence.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/annotator/windowed/windowed_sentence.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -398,7 +398,8 @@ <h1>Source code for sparknlp_jsl.annotator.windowed.windowed_sentence</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/base.html b/docs/licensed/api/python/modules/sparknlp_jsl/base.html
index 009b22f5f7..cd67f0c1d9 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/base.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/base.html
@@ -36,7 +36,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_approach_internal.html b/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_approach_internal.html
index dbe95cfe90..e2378edd70 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_approach_internal.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_approach_internal.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -403,7 +403,8 @@ <h1>Source code for sparknlp_jsl.common.annotator_approach_internal</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_model_internal.html b/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_model_internal.html
index f52aed30d8..a37829d602 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_model_internal.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_model_internal.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -404,7 +404,8 @@ <h1>Source code for sparknlp_jsl.common.annotator_model_internal</h1><div class=
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_properties_internal.html b/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_properties_internal.html
index 2aed8b3fba..b010b316af 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_properties_internal.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/common/annotator_properties_internal.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -384,7 +384,8 @@ <h1>Source code for sparknlp_jsl.common.annotator_properties_internal</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/compatibility.html b/docs/licensed/api/python/modules/sparknlp_jsl/compatibility.html
index 848be82ae1..19f9585a73 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/compatibility.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/compatibility.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -393,7 +393,8 @@ <h1>Source code for sparknlp_jsl.compatibility</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/custom_transformer.html b/docs/licensed/api/python/modules/sparknlp_jsl/custom_transformer.html
index abd3f93f01..6458f167dd 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/custom_transformer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/custom_transformer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -391,7 +391,8 @@ <h1>Source code for sparknlp_jsl.custom_transformer</h1><div class="highlight"><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/eval.html b/docs/licensed/api/python/modules/sparknlp_jsl/eval.html
index 3004cf900c..8f68ce6fcc 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/eval.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/eval.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -443,7 +443,8 @@ <h1>Source code for sparknlp_jsl.eval</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL.html
index dd694131fc..254fb4dafd 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -589,7 +589,8 @@ <h1>Source code for sparknlp_jsl.finance.chunk_classification.assertion.assertio
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/deid/deIdentification.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/deid/deIdentification.html
index 058b2ff5a5..a3b79c4f07 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/deid/deIdentification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/deid/deIdentification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -685,7 +685,8 @@ <h1>Source code for sparknlp_jsl.finance.chunk_classification.deid.deIdentificat
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder.html
index a5351a0cdb..2ea71a193b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -452,7 +452,8 @@ <h1>Source code for sparknlp_jsl.finance.chunk_classification.deid.document_hash
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper.html
index c698433cf3..8b82d71879 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -552,7 +552,8 @@ <h1>Source code for sparknlp_jsl.finance.chunk_classification.resolution.chunkma
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/docmapper.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/docmapper.html
index 02bd00dea7..891723c4d9 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/docmapper.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/docmapper.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -570,7 +570,8 @@ <h1>Source code for sparknlp_jsl.finance.chunk_classification.resolution.docmapp
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver.html
index 6d3b489426..2e9d3dddad 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -541,7 +541,8 @@ <h1>Source code for sparknlp_jsl.finance.chunk_classification.resolution.sentenc
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl.html
index 668eacdfbc..2387aa61b0 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -526,7 +526,8 @@ <h1>Source code for sparknlp_jsl.finance.graph.relation_extraction.relation_extr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction.html
index ce319528b9..ff5a62b1b5 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -509,7 +509,8 @@ <h1>Source code for sparknlp_jsl.finance.graph.relation_extraction.zero_shot_rel
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/seq_generation/qa_ner_generator.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/seq_generation/qa_ner_generator.html
index cdd4623a50..86e849b3d1 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/seq_generation/qa_ner_generator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/seq_generation/qa_ner_generator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -435,7 +435,8 @@ <h1>Source code for sparknlp_jsl.finance.seq_generation.qa_ner_generator</h1><di
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification.html
index c67cd6546e..5abcb510d1 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -493,7 +493,8 @@ <h1>Source code for sparknlp_jsl.finance.sequence_classification.finance_bert_fo
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl.html
index b2f570da2a..bccd169608 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -614,7 +614,8 @@ <h1>Source code for sparknlp_jsl.finance.sequence_classification.finance_classif
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier.html
index c1bf80f25c..636aada319 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -526,7 +526,8 @@ <h1>Source code for sparknlp_jsl.finance.sequence_classification.finance_documen
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder.html
index 02e8ad24bc..9bb8d48cd0 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -371,7 +371,8 @@ <h1>Source code for sparknlp_jsl.finance.sequence_generation.finance_encoder_dec
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_qa.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_qa.html
index 48f323c537..98326b4e29 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_qa.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_qa.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -415,7 +415,8 @@ <h1>Source code for sparknlp_jsl.finance.sequence_generation.finance_qa</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_summarizer.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_summarizer.html
index f13ef101dc..fb9e8e07ca 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_summarizer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_summarizer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -419,7 +419,8 @@ <h1>Source code for sparknlp_jsl.finance.sequence_generation.finance_summarizer<
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_text_generator.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_text_generator.html
index 5209749dab..8727139d9a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_text_generator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/finance_text_generator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -416,7 +416,8 @@ <h1>Source code for sparknlp_jsl.finance.sequence_generation.finance_text_genera
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/qa_ner_generator.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/qa_ner_generator.html
index aa3dcceb08..291d9cdf3b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/qa_ner_generator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/sequence_generation/qa_ner_generator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -441,7 +441,8 @@ <h1>Source code for sparknlp_jsl.finance.sequence_generation.qa_ner_generator</h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier.html
index 6b1865b395..ff7260583b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -510,7 +510,8 @@ <h1>Source code for sparknlp_jsl.finance.token_classification.ner.finance_bert_f
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/finance_ner.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/finance_ner.html
index 6a18b7badb..7dd48ab96d 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/finance_ner.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/finance_ner.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -775,7 +775,8 @@ <h1>Source code for sparknlp_jsl.finance.token_classification.ner.finance_ner</h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner.html b/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner.html
index cbfd09bdc2..03821bde2a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -474,7 +474,8 @@ <h1>Source code for sparknlp_jsl.finance.token_classification.ner.zero_shot_ner<
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/freeze.html b/docs/licensed/api/python/modules/sparknlp_jsl/freeze.html
index 8078cdd6bf..05efab9630 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/freeze.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/freeze.html
@@ -36,7 +36,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/functions.html b/docs/licensed/api/python/modules/sparknlp_jsl/functions.html
index 5d2dc93f59..e131be031f 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/functions.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/functions.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -513,7 +513,8 @@ <h1>Source code for sparknlp_jsl.functions</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/internal.html b/docs/licensed/api/python/modules/sparknlp_jsl/internal.html
index c2c4632bf6..d8db55683c 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/internal.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/internal.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -824,7 +824,8 @@ <h1>Source code for sparknlp_jsl.internal</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL.html
index 312df32c69..63baffcbe6 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -591,7 +591,8 @@ <h1>Source code for sparknlp_jsl.legal.chunk_classification.assertion.assertionD
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/deid/deIdentification.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/deid/deIdentification.html
index 22282449e8..603eb3183a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/deid/deIdentification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/deid/deIdentification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -685,7 +685,8 @@ <h1>Source code for sparknlp_jsl.legal.chunk_classification.deid.deIdentificatio
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder.html
index 33bbbdc09b..f170d0e335 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -452,7 +452,8 @@ <h1>Source code for sparknlp_jsl.legal.chunk_classification.deid.document_hashco
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper.html
index 4f3c6c23ee..ddfe1e1167 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -553,7 +553,8 @@ <h1>Source code for sparknlp_jsl.legal.chunk_classification.resolution.chunkmapp
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/docmapper.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/docmapper.html
index a87b7266cf..b04865cdfd 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/docmapper.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/docmapper.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -570,7 +570,8 @@ <h1>Source code for sparknlp_jsl.legal.chunk_classification.resolution.docmapper
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver.html
index 4f373aa91f..0b2782b125 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -542,7 +542,8 @@ <h1>Source code for sparknlp_jsl.legal.chunk_classification.resolution.sentence_
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl.html
index 89de5747a4..3a2a985c49 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -526,7 +526,8 @@ <h1>Source code for sparknlp_jsl.legal.graph.relation_extraction.relation_extrac
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction.html
index fb3ff17d36..82ba47bb32 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -535,7 +535,8 @@ <h1>Source code for sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relat
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/seq_generation/qa_ner_generator.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/seq_generation/qa_ner_generator.html
index 6999e5fbc4..f1cfc69d6f 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/seq_generation/qa_ner_generator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/seq_generation/qa_ner_generator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -435,7 +435,8 @@ <h1>Source code for sparknlp_jsl.legal.seq_generation.qa_ner_generator</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification.html
index 64f0c9d028..328b1f5e3e 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -493,7 +493,8 @@ <h1>Source code for sparknlp_jsl.legal.sequence_classification.legal_bert_for_se
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl.html
index f22039dde2..849ba5052f 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -613,7 +613,8 @@ <h1>Source code for sparknlp_jsl.legal.sequence_classification.legal_classifier_
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier.html
index 2f0aed211e..99432030a7 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -525,7 +525,8 @@ <h1>Source code for sparknlp_jsl.legal.sequence_classification.legal_document_ml
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder.html
index a395820fce..6fe112ae8a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -371,7 +371,8 @@ <h1>Source code for sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_qa.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_qa.html
index c0a3b02e1e..964d3b6fd1 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_qa.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_qa.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -415,7 +415,8 @@ <h1>Source code for sparknlp_jsl.legal.sequence_generation.legal_qa</h1><div cla
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_summarizer.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_summarizer.html
index 280152b674..a02714fc9a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_summarizer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_summarizer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -419,7 +419,8 @@ <h1>Source code for sparknlp_jsl.legal.sequence_generation.legal_summarizer</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_text_generator.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_text_generator.html
index c8988e5184..afd803315f 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_text_generator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/legal_text_generator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -416,7 +416,8 @@ <h1>Source code for sparknlp_jsl.legal.sequence_generation.legal_text_generator<
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/qa_ner_generator.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/qa_ner_generator.html
index e2cb658a0e..0d6457d3eb 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/qa_ner_generator.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/sequence_generation/qa_ner_generator.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -441,7 +441,8 @@ <h1>Source code for sparknlp_jsl.legal.sequence_generation.qa_ner_generator</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier.html
index 3fb4979d3a..ab636c6280 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -509,7 +509,8 @@ <h1>Source code for sparknlp_jsl.legal.token_classification.ner.legal_bert_for_t
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/legal_ner.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/legal_ner.html
index 76539d47bb..07dec64b07 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/legal_ner.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/legal_ner.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -783,7 +783,8 @@ <h1>Source code for sparknlp_jsl.legal.token_classification.ner.legal_ner</h1><d
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner.html b/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner.html
index e9d5e6f02a..b683bce1d5 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -475,7 +475,8 @@ <h1>Source code for sparknlp_jsl.legal.token_classification.ner.zero_shot_ner</h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/modelTracer.html b/docs/licensed/api/python/modules/sparknlp_jsl/modelTracer.html
index a73c128d33..c1a72054b0 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/modelTracer.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/modelTracer.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -385,7 +385,8 @@ <h1>Source code for sparknlp_jsl.modelTracer</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/bias/bias_testing.html b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/bias/bias_testing.html
index 12c76bdce7..d037068750 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/bias/bias_testing.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/bias/bias_testing.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -608,7 +608,8 @@ <h1>Source code for sparknlp_jsl.nlp_test.bias.bias_testing</h1><div class="high
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing.html b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing.html
index 57d29c170e..a7312eaf01 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -1014,7 +1014,8 @@ <h1>Source code for sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing</h1><d
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing.html b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing.html
index b608c5186b..5f5bd08524 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -643,7 +643,8 @@ <h1>Source code for sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing</h1><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/utils.html b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/utils.html
index 3355b4bb48..26e6635548 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/utils.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/noisy_labels/utils.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -425,7 +425,8 @@ <h1>Source code for sparknlp_jsl.nlp_test.noisy_labels.utils</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/robustness_fixing.html b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/robustness_fixing.html
index 52acf5961e..09ee7f1d5a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/robustness_fixing.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/robustness_fixing.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -1713,7 +1713,8 @@ <h1>Source code for sparknlp_jsl.nlp_test.robustness.robustness_fixing</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/robustness_testing.html b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/robustness_testing.html
index 29385655b0..b40e6c2284 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/robustness_testing.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/robustness_testing.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -1568,7 +1568,8 @@ <h1>Source code for sparknlp_jsl.nlp_test.robustness.robustness_testing</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/utils.html b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/utils.html
index b6b56ab232..4769e79527 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/utils.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/nlp_test/robustness/utils.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -482,7 +482,8 @@ <h1>Source code for sparknlp_jsl.nlp_test.robustness.utils</h1><div class="highl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/pretrained.html b/docs/licensed/api/python/modules/sparknlp_jsl/pretrained.html
index 5f39db0a9d..e71dde513f 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/pretrained.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/pretrained.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -481,7 +481,8 @@ <h1>Source code for sparknlp_jsl.pretrained</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/structured_deidentification.html b/docs/licensed/api/python/modules/sparknlp_jsl/structured_deidentification.html
index 76fe05f57d..de0c6d8e7e 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/structured_deidentification.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/structured_deidentification.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -461,7 +461,8 @@ <h1>Source code for sparknlp_jsl.structured_deidentification</h1><div class="hig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/text_to_documents_columns.html b/docs/licensed/api/python/modules/sparknlp_jsl/text_to_documents_columns.html
index 86761c15a9..372d6f968a 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/text_to_documents_columns.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/text_to_documents_columns.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -386,7 +386,8 @@ <h1>Source code for sparknlp_jsl.text_to_documents_columns</h1><div class="highl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html
similarity index 91%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html
index 79c5a6f0ae..fee25b7862 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,7 +318,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
 <span class="kn">from</span> <span class="nn">..tf2contrib</span> <span class="kn">import</span> <span class="o">*</span>
 
 
-<div class="viewcode-block" id="AssertionModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel">[docs]</a><span class="k">class</span> <span class="nc">AssertionModel</span><span class="p">:</span>
+<div class="viewcode-block" id="AssertionModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel">[docs]</a><span class="k">class</span> <span class="nc">AssertionModel</span><span class="p">:</span>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">seq_max_len</span><span class="p">,</span> <span class="n">feat_size</span><span class="p">,</span> <span class="n">n_classes</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="s1">&#39;/cpu:0&#39;</span><span class="p">):</span>
         <span class="n">tf</span><span class="o">.</span><span class="n">disable_v2_behavior</span><span class="p">()</span>
@@ -342,7 +342,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
             <span class="n">config_proto</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">ConfigProto</span><span class="p">(</span><span class="n">log_device_placement</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">allow_soft_placement</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">gpu_options</span><span class="o">=</span><span class="n">gpu_options</span><span class="p">)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">sess</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">Session</span><span class="p">(</span><span class="n">config</span><span class="o">=</span><span class="n">config_proto</span><span class="p">)</span>
 
-<div class="viewcode-block" id="AssertionModel.fully_connected_layer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">[docs]</a>    <span class="k">def</span> <span class="nf">fully_connected_layer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_data</span><span class="p">,</span> <span class="n">output_dim</span><span class="p">,</span> <span class="n">activation_func</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.fully_connected_layer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">[docs]</a>    <span class="k">def</span> <span class="nf">fully_connected_layer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_data</span><span class="p">,</span> <span class="n">output_dim</span><span class="p">,</span> <span class="n">activation_func</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="n">input_dim</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">input_data</span><span class="o">.</span><span class="n">get_shape</span><span class="p">()[</span><span class="mi">1</span><span class="p">])</span>
             <span class="n">W</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">Variable</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">random_normal</span><span class="p">([</span><span class="n">input_dim</span><span class="p">,</span> <span class="n">output_dim</span><span class="p">]))</span>
@@ -352,7 +352,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
             <span class="k">else</span><span class="p">:</span>
                 <span class="k">return</span> <span class="n">tf</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">matmul</span><span class="p">(</span><span class="n">input_data</span><span class="p">,</span> <span class="n">W</span><span class="p">),</span> <span class="n">b</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;output&#39;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="AssertionModel.add_bidirectional_lstm"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">[docs]</a>    <span class="k">def</span> <span class="nf">add_bidirectional_lstm</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">n_hidden</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span> <span class="n">num_layers</span><span class="o">=</span><span class="mi">3</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.add_bidirectional_lstm"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">[docs]</a>    <span class="k">def</span> <span class="nf">add_bidirectional_lstm</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">n_hidden</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span> <span class="n">num_layers</span><span class="o">=</span><span class="mi">3</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="n">seq_max_len</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">x</span><span class="o">.</span><span class="n">get_shape</span><span class="p">()[</span><span class="mi">1</span><span class="p">]</span>
 
@@ -399,7 +399,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
             <span class="n">correct_pred</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">equal</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">argmax</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bi_lstm</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">tf</span><span class="o">.</span><span class="n">argmax</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">y</span><span class="p">,</span> <span class="mi">1</span><span class="p">))</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">match_count</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">reduce_sum</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">cast</span><span class="p">(</span><span class="n">correct_pred</span><span class="p">,</span> <span class="n">tf</span><span class="o">.</span><span class="n">float32</span><span class="p">),</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;training/match_count&#39;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="AssertionModel.add_optimizer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer">[docs]</a>    <span class="k">def</span> <span class="nf">add_optimizer</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.add_optimizer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer">[docs]</a>    <span class="k">def</span> <span class="nf">add_optimizer</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">variable_scope</span><span class="p">(</span><span class="s2">&quot;training&quot;</span><span class="p">):</span>
                 <span class="n">pred</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">bi_lstm</span>
@@ -412,7 +412,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
             <span class="c1"># Initialize the variables (i.e. assign their default value)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">init</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">global_variables_initializer</span><span class="p">()</span></div>
 
-<div class="viewcode-block" id="AssertionModel.train"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train">[docs]</a>    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">trainset</span><span class="p">,</span> <span class="n">testset</span><span class="p">,</span> <span class="n">epochs</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">64</span><span class="p">,</span> <span class="n">learning_rate</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span> <span class="n">dropout</span><span class="o">=</span><span class="mf">0.15</span><span class="p">,</span> <span class="n">epoch_acc</span><span class="o">=</span><span class="mi">7</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.train"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train">[docs]</a>    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">trainset</span><span class="p">,</span> <span class="n">testset</span><span class="p">,</span> <span class="n">epochs</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">64</span><span class="p">,</span> <span class="n">learning_rate</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span> <span class="n">dropout</span><span class="o">=</span><span class="mf">0.15</span><span class="p">,</span> <span class="n">epoch_acc</span><span class="o">=</span><span class="mi">7</span><span class="p">):</span>
         <span class="c1"># Run the initializer</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">sess</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">init</span><span class="p">)</span>
@@ -436,7 +436,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
 
             <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Optimization Finished!&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="AssertionModel.calc_accuracy"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy">[docs]</a>    <span class="k">def</span> <span class="nf">calc_accuracy</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.calc_accuracy"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy">[docs]</a>    <span class="k">def</span> <span class="nf">calc_accuracy</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
 
 <span class="w">        </span><span class="sd">&#39;&#39;&#39; Calculate accuracy on dataset &#39;&#39;&#39;</span>
 
@@ -452,7 +452,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
 
             <span class="k">return</span> <span class="n">global_matches</span> <span class="o">/</span> <span class="nb">float</span><span class="p">(</span><span class="n">dataset</span><span class="o">.</span><span class="n">size</span><span class="p">()[</span><span class="mi">0</span><span class="p">])</span></div>
 
-<div class="viewcode-block" id="AssertionModel.confusion_matrix"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix">[docs]</a>    <span class="k">def</span> <span class="nf">confusion_matrix</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">sess</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.confusion_matrix"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix">[docs]</a>    <span class="k">def</span> <span class="nf">confusion_matrix</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">sess</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="k">assert</span> <span class="p">(</span><span class="n">dataset</span><span class="o">.</span><span class="n">batch_id</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span>
 
@@ -488,7 +488,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
 
             <span class="k">return</span> <span class="n">matrix</span></div>
 
-<div class="viewcode-block" id="AssertionModel.persist_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph">[docs]</a>    <span class="k">def</span> <span class="nf">persist_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.persist_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph">[docs]</a>    <span class="k">def</span> <span class="nf">persist_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
         <span class="c1"># Add ops to save and restore all the variables (not used here but we need it in the graph).</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="n">tf</span><span class="o">.</span><span class="n">train</span><span class="o">.</span><span class="n">Saver</span><span class="p">()</span>
@@ -538,7 +538,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html
similarity index 92%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html
index 0b39c6d650..13ce62a8db 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -321,7 +321,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmod
 <span class="kn">from</span> <span class="nn">.settings</span> <span class="kn">import</span> <span class="n">Settings</span><span class="p">,</span> <span class="n">MODEL_OPS</span><span class="p">,</span> <span class="n">MODEL_TENSORS</span><span class="p">,</span> <span class="n">RUN_TYPES</span>
 
 
-<div class="viewcode-block" id="BaseTFModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel">[docs]</a><span class="k">class</span> <span class="nc">BaseTFModel</span><span class="p">:</span>
+<div class="viewcode-block" id="BaseTFModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel">[docs]</a><span class="k">class</span> <span class="nc">BaseTFModel</span><span class="p">:</span>
     <span class="n">_model_id</span> <span class="o">=</span> <span class="kc">None</span>
     <span class="n">_graph</span> <span class="o">=</span> <span class="kc">None</span>
 
@@ -369,7 +369,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmod
     <span class="k">def</span> <span class="nf">_get_feed</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">run_type</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{}</span>
 
-<div class="viewcode-block" id="BaseTFModel.get_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph">[docs]</a>    <span class="k">def</span> <span class="nf">get_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.get_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph">[docs]</a>    <span class="k">def</span> <span class="nf">get_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_graph</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;the model is not built&#39;</span><span class="p">)</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_graph</span></div>
@@ -377,10 +377,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmod
     <span class="k">def</span> <span class="nf">_set_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">graph</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_graph</span> <span class="o">=</span> <span class="n">graph</span>
 
-<div class="viewcode-block" id="BaseTFModel.is_built"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built">[docs]</a>    <span class="k">def</span> <span class="nf">is_built</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.is_built"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built">[docs]</a>    <span class="k">def</span> <span class="nf">is_built</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_graph</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.export_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph">[docs]</a>    <span class="k">def</span> <span class="nf">export_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.export_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph">[docs]</a>    <span class="k">def</span> <span class="nf">export_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
         <span class="c1"># Save TF graph</span>
 
         <span class="n">tf</span><span class="o">.</span><span class="n">io</span><span class="o">.</span><span class="n">write_graph</span><span class="p">(</span>
@@ -389,7 +389,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmod
             <span class="n">model_filename</span><span class="p">,</span>
             <span class="kc">False</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.generate_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch">[docs]</a>    <span class="k">def</span> <span class="nf">generate_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">outputs</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.generate_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch">[docs]</a>    <span class="k">def</span> <span class="nf">generate_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">outputs</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
 
         <span class="c1"># generate randomization</span>
         <span class="n">permutation</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">permutation</span><span class="p">(</span><span class="n">inputs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
@@ -413,7 +413,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmod
 
         <span class="k">return</span> <span class="n">feed</span>
 
-<div class="viewcode-block" id="BaseTFModel.fit_dataset"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">[docs]</a>    <span class="k">def</span> <span class="nf">fit_dataset</span><span class="p">(</span>
+<div class="viewcode-block" id="BaseTFModel.fit_dataset"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">[docs]</a>    <span class="k">def</span> <span class="nf">fit_dataset</span><span class="p">(</span>
             <span class="bp">self</span><span class="p">,</span>
             <span class="n">training_set</span><span class="p">,</span>
             <span class="n">validation_set</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
@@ -498,7 +498,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmod
             <span class="k">if</span> <span class="n">progresstracker</span><span class="p">:</span>
                 <span class="n">progresstracker</span><span class="o">.</span><span class="n">on_training_end</span><span class="p">()</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.load_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph">[docs]</a>    <span class="k">def</span> <span class="nf">load_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">models_dir</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.load_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph">[docs]</a>    <span class="k">def</span> <span class="nf">load_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">models_dir</span><span class="p">):</span>
         <span class="n">model_path</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">/</span><span class="si">{}</span><span class="s2">.pb&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">models_dir</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_model_id</span><span class="p">)</span>
 
         <span class="n">tf</span><span class="o">.</span><span class="n">reset_default_graph</span><span class="p">()</span>
@@ -515,10 +515,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmod
 
             <span class="bp">self</span><span class="o">.</span><span class="n">_set_graph</span><span class="p">(</span><span class="n">session</span><span class="o">.</span><span class="n">graph</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
         <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Built method not implemented for bas class!&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.run_tests"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests">[docs]</a>    <span class="k">def</span> <span class="nf">run_tests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.run_tests"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests">[docs]</a>    <span class="k">def</span> <span class="nf">run_tests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
         <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Tests not implemented for base class!&quot;</span><span class="p">)</span></div>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_id</span><span class="p">):</span>
@@ -567,7 +567,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmod
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model.html
similarity index 93%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model.html
index 1f88463b88..65d6a0ad4e 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,14 +318,14 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.build_mod
 <span class="kn">from</span> <span class="nn">generic_classifier_model</span> <span class="kn">import</span> <span class="n">GenericClassifierModel</span>
 <span class="kn">from</span> <span class="nn">settings</span> <span class="kn">import</span> <span class="n">Settings</span>
 
-<div class="viewcode-block" id="build_params"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params">[docs]</a><span class="n">build_params</span> <span class="o">=</span> <span class="p">{</span>
+<div class="viewcode-block" id="build_params"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params">[docs]</a><span class="n">build_params</span> <span class="o">=</span> <span class="p">{</span>
     <span class="s2">&quot;hidden_layers&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">400</span><span class="p">,</span> <span class="mi">200</span><span class="p">,</span> <span class="mi">100</span><span class="p">,</span> <span class="mi">50</span><span class="p">],</span>
     <span class="s2">&quot;hidden_act&quot;</span><span class="p">:</span> <span class="s2">&quot;relu&quot;</span><span class="p">,</span>
     <span class="s2">&quot;input_dim&quot;</span><span class="p">:</span> <span class="mi">20</span><span class="p">,</span>
     <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="mi">10</span><span class="p">,</span></div>
 <span class="p">}</span>
 
-<div class="viewcode-block" id="model"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model">[docs]</a><span class="n">model</span> <span class="o">=</span> <span class="n">GenericClassifierModel</span><span class="p">()</span></div>
+<div class="viewcode-block" id="model"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model">[docs]</a><span class="n">model</span> <span class="o">=</span> <span class="n">GenericClassifierModel</span><span class="p">()</span></div>
 
 <span class="n">model</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="n">build_params</span><span class="p">)</span>
 
@@ -376,7 +376,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.build_mod
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model.html
similarity index 95%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model.html
index b1d517c888..a154421c88 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -323,9 +323,9 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.generic_c
 <span class="kn">from</span> <span class="nn">.settings</span> <span class="kn">import</span> <span class="n">Settings</span><span class="p">,</span> <span class="n">RUN_TYPES</span><span class="p">,</span> <span class="n">MODEL_TENSORS</span>
 
 
-<div class="viewcode-block" id="GenericClassifierModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel">[docs]</a><span class="k">class</span> <span class="nc">GenericClassifierModel</span><span class="p">(</span><span class="n">BaseTFModel</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel">[docs]</a><span class="k">class</span> <span class="nc">GenericClassifierModel</span><span class="p">(</span><span class="n">BaseTFModel</span><span class="p">):</span>
 
-<div class="viewcode-block" id="GenericClassifierModel.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierModel.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
 
         <span class="bp">self</span><span class="o">.</span><span class="n">__inputDim</span> <span class="o">=</span> <span class="n">params</span><span class="p">[</span><span class="s2">&quot;input_dim&quot;</span><span class="p">]</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">__outputDim</span> <span class="o">=</span> <span class="n">params</span><span class="p">[</span><span class="s2">&quot;output_dim&quot;</span><span class="p">]</span>
@@ -516,10 +516,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.generic_c
             <span class="n">learning_rate</span><span class="o">=</span><span class="mf">0.0001</span><span class="p">,</span>
             <span class="n">verbose</span><span class="o">=</span><span class="n">verbose</span><span class="p">)</span>
 
-<div class="viewcode-block" id="GenericClassifierModel.run_tests"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">[docs]</a>    <span class="k">def</span> <span class="nf">run_tests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierModel.run_tests"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">[docs]</a>    <span class="k">def</span> <span class="nf">run_tests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_train_test</span><span class="p">(</span><span class="n">verbose</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="GenericClassifierModel.export_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">[docs]</a>    <span class="k">def</span> <span class="nf">export_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierModel.export_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">[docs]</a>    <span class="k">def</span> <span class="nf">export_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 
         <span class="nb">super</span><span class="p">(</span><span class="n">GenericClassifierModel</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">export_graph</span><span class="p">(</span><span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">)</span></div>
 
@@ -574,7 +574,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.generic_c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html
similarity index 87%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html
index d2d3c476fc..55dc840490 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -317,14 +317,14 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.progresst
 <span class="kn">import</span> <span class="nn">sys</span>
 
 
-<div class="viewcode-block" id="ProgressTracker"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker">[docs]</a><span class="k">class</span> <span class="nc">ProgressTracker</span><span class="p">:</span>
-<div class="viewcode-block" id="ProgressTracker.on_training_start"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start">[docs]</a>    <span class="k">def</span> <span class="nf">on_training_start</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model</span><span class="p">,</span> <span class="n">epochs_n</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker">[docs]</a><span class="k">class</span> <span class="nc">ProgressTracker</span><span class="p">:</span>
+<div class="viewcode-block" id="ProgressTracker.on_training_start"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start">[docs]</a>    <span class="k">def</span> <span class="nf">on_training_start</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model</span><span class="p">,</span> <span class="n">epochs_n</span><span class="p">):</span>
         <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Training </span><span class="si">{}</span><span class="s2">, </span><span class="si">{}</span><span class="s2"> epochs</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">epochs_n</span><span class="p">))</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.on_training_end"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end">[docs]</a>    <span class="k">def</span> <span class="nf">on_training_end</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.on_training_end"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end">[docs]</a>    <span class="k">def</span> <span class="nf">on_training_end</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">Training completed.&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.on_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch">[docs]</a>    <span class="k">def</span> <span class="nf">on_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">loss</span><span class="p">,</span> <span class="n">accuracy</span><span class="p">,</span> <span class="n">is_validation</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.on_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch">[docs]</a>    <span class="k">def</span> <span class="nf">on_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">loss</span><span class="p">,</span> <span class="n">accuracy</span><span class="p">,</span> <span class="n">is_validation</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">is_validation</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_loss_accum</span> <span class="o">+=</span> <span class="n">loss</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_acc_accum</span> <span class="o">+=</span> <span class="n">accuracy</span>
@@ -335,7 +335,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.progresst
             <span class="bp">self</span><span class="o">.</span><span class="n">_val_acc_accum</span> <span class="o">+=</span> <span class="n">accuracy</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_val_batch_i</span> <span class="o">+=</span> <span class="mi">1</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.on_epoch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch">[docs]</a>    <span class="k">def</span> <span class="nf">on_epoch</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.on_epoch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch">[docs]</a>    <span class="k">def</span> <span class="nf">on_epoch</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_epoch_i</span> <span class="o">+=</span> <span class="mi">1</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">print_progress</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
 
@@ -344,10 +344,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.progresst
 
         <span class="bp">self</span><span class="o">.</span><span class="n">_batch_i</span> <span class="o">=</span> <span class="mi">0</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.get_report_interval"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval">[docs]</a>    <span class="k">def</span> <span class="nf">get_report_interval</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.get_report_interval"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval">[docs]</a>    <span class="k">def</span> <span class="nf">get_report_interval</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_report_interval</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.print_progress"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress">[docs]</a>    <span class="k">def</span> <span class="nf">print_progress</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">end_of_epoch</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.print_progress"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress">[docs]</a>    <span class="k">def</span> <span class="nf">print_progress</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">end_of_epoch</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
 
         <span class="k">if</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_batches_n</span><span class="p">):</span>
             <span class="n">epoch_progress</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">%&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
@@ -427,7 +427,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.progresst
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html
similarity index 73%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html
index 1ef8ae3d5e..f23b1493fc 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,33 +318,33 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.settings<
 <span class="kn">from</span> <span class="nn">enum</span> <span class="kn">import</span> <span class="n">Enum</span>
 
 
-<div class="viewcode-block" id="MODEL_OPS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS">[docs]</a><span class="k">class</span> <span class="nc">MODEL_OPS</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
-<div class="viewcode-block" id="MODEL_OPS.INIT"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT">[docs]</a>    <span class="n">INIT</span> <span class="o">=</span> <span class="mi">10</span></div>
-<div class="viewcode-block" id="MODEL_OPS.TRAIN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN">[docs]</a>    <span class="n">TRAIN</span> <span class="o">=</span> <span class="mi">11</span></div></div>
+<div class="viewcode-block" id="MODEL_OPS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS">[docs]</a><span class="k">class</span> <span class="nc">MODEL_OPS</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
+<div class="viewcode-block" id="MODEL_OPS.INIT"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT">[docs]</a>    <span class="n">INIT</span> <span class="o">=</span> <span class="mi">10</span></div>
+<div class="viewcode-block" id="MODEL_OPS.TRAIN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN">[docs]</a>    <span class="n">TRAIN</span> <span class="o">=</span> <span class="mi">11</span></div></div>
 
 
-<div class="viewcode-block" id="MODEL_TENSORS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS">[docs]</a><span class="k">class</span> <span class="nc">MODEL_TENSORS</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
-<div class="viewcode-block" id="MODEL_TENSORS.LOSS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS">[docs]</a>    <span class="n">LOSS</span> <span class="o">=</span> <span class="mi">100</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.ACC"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC">[docs]</a>    <span class="n">ACC</span> <span class="o">=</span> <span class="mi">101</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.INPUTS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS">[docs]</a>    <span class="n">INPUTS</span> <span class="o">=</span> <span class="mi">102</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.TARGETS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS">[docs]</a>    <span class="n">TARGETS</span> <span class="o">=</span> <span class="mi">103</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.OUTPUTS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">[docs]</a>    <span class="n">OUTPUTS</span> <span class="o">=</span> <span class="mi">104</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.LEARNING_RATE"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">[docs]</a>    <span class="n">LEARNING_RATE</span> <span class="o">=</span> <span class="mi">105</span></div></div>
+<div class="viewcode-block" id="MODEL_TENSORS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS">[docs]</a><span class="k">class</span> <span class="nc">MODEL_TENSORS</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
+<div class="viewcode-block" id="MODEL_TENSORS.LOSS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS">[docs]</a>    <span class="n">LOSS</span> <span class="o">=</span> <span class="mi">100</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.ACC"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC">[docs]</a>    <span class="n">ACC</span> <span class="o">=</span> <span class="mi">101</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.INPUTS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS">[docs]</a>    <span class="n">INPUTS</span> <span class="o">=</span> <span class="mi">102</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.TARGETS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS">[docs]</a>    <span class="n">TARGETS</span> <span class="o">=</span> <span class="mi">103</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.OUTPUTS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">[docs]</a>    <span class="n">OUTPUTS</span> <span class="o">=</span> <span class="mi">104</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.LEARNING_RATE"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">[docs]</a>    <span class="n">LEARNING_RATE</span> <span class="o">=</span> <span class="mi">105</span></div></div>
 
 
-<div class="viewcode-block" id="RUN_TYPES"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES">[docs]</a><span class="k">class</span> <span class="nc">RUN_TYPES</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
-<div class="viewcode-block" id="RUN_TYPES.TRAIN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN">[docs]</a>    <span class="n">TRAIN</span> <span class="o">=</span> <span class="mi">0</span></div>
-<div class="viewcode-block" id="RUN_TYPES.EVALUATE"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE">[docs]</a>    <span class="n">EVALUATE</span> <span class="o">=</span> <span class="mi">0</span></div>
-<div class="viewcode-block" id="RUN_TYPES.PREDICT"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT">[docs]</a>    <span class="n">PREDICT</span> <span class="o">=</span> <span class="mi">0</span></div></div>
+<div class="viewcode-block" id="RUN_TYPES"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES">[docs]</a><span class="k">class</span> <span class="nc">RUN_TYPES</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
+<div class="viewcode-block" id="RUN_TYPES.TRAIN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN">[docs]</a>    <span class="n">TRAIN</span> <span class="o">=</span> <span class="mi">0</span></div>
+<div class="viewcode-block" id="RUN_TYPES.EVALUATE"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE">[docs]</a>    <span class="n">EVALUATE</span> <span class="o">=</span> <span class="mi">0</span></div>
+<div class="viewcode-block" id="RUN_TYPES.PREDICT"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT">[docs]</a>    <span class="n">PREDICT</span> <span class="o">=</span> <span class="mi">0</span></div></div>
 
 
-<div class="viewcode-block" id="Settings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings">[docs]</a><span class="k">class</span> <span class="nc">Settings</span><span class="p">:</span>
-<div class="viewcode-block" id="Settings.DATASETS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR">[docs]</a>    <span class="n">DATASETS_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="vm">__file__</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot;/../../test_jsl/resources/&quot;</span><span class="p">)</span></div>
-<div class="viewcode-block" id="Settings.MODELS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR">[docs]</a>    <span class="n">MODELS_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span>
+<div class="viewcode-block" id="Settings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings">[docs]</a><span class="k">class</span> <span class="nc">Settings</span><span class="p">:</span>
+<div class="viewcode-block" id="Settings.DATASETS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR">[docs]</a>    <span class="n">DATASETS_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="vm">__file__</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot;/../../test_jsl/resources/&quot;</span><span class="p">)</span></div>
+<div class="viewcode-block" id="Settings.MODELS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR">[docs]</a>    <span class="n">MODELS_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span>
         <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="vm">__file__</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot;/../../../src/main/resources/genericclassifier/&quot;</span><span class="p">)</span></div>
-<div class="viewcode-block" id="Settings.LOGS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR">[docs]</a>    <span class="n">LOGS_DIR</span> <span class="o">=</span> <span class="s2">&quot;/tmp/genericclassifier&quot;</span></div>
+<div class="viewcode-block" id="Settings.LOGS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR">[docs]</a>    <span class="n">LOGS_DIR</span> <span class="o">=</span> <span class="s2">&quot;/tmp/genericclassifier&quot;</span></div>
 
-<div class="viewcode-block" id="Settings.DEFAULT_MODEL_NODE_NAMES"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">[docs]</a>    <span class="n">DEFAULT_MODEL_NODE_NAMES</span> <span class="o">=</span> <span class="p">{</span>
+<div class="viewcode-block" id="Settings.DEFAULT_MODEL_NODE_NAMES"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">[docs]</a>    <span class="n">DEFAULT_MODEL_NODE_NAMES</span> <span class="o">=</span> <span class="p">{</span>
         <span class="n">MODEL_OPS</span><span class="o">.</span><span class="n">INIT</span><span class="p">:</span> <span class="s2">&quot;init&quot;</span><span class="p">,</span>
         <span class="n">MODEL_OPS</span><span class="o">.</span><span class="n">TRAIN</span><span class="p">:</span> <span class="s2">&quot;optimizer&quot;</span><span class="p">,</span>
         <span class="n">MODEL_TENSORS</span><span class="o">.</span><span class="n">LOSS</span><span class="p">:</span> <span class="s2">&quot;loss:0&quot;</span><span class="p">,</span>
@@ -398,7 +398,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.generic_classifier.settings<
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/graph_builders.html
similarity index 84%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/graph_builders.html
index 235742ed9b..d6ec705d7e 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/graph_builders.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/graph_builders';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/graph_builders';</script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
@@ -320,7 +320,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="kn">from</span> <span class="nn">sparknlp_jsl.internal</span> <span class="kn">import</span> <span class="n">_HadoopOperations</span>
 
 
-<div class="viewcode-block" id="WrongTFVersion"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion">[docs]</a><span class="k">class</span> <span class="nc">WrongTFVersion</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
+<div class="viewcode-block" id="WrongTFVersion"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion">[docs]</a><span class="k">class</span> <span class="nc">WrongTFVersion</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Exception raised for not-supported Tensorflow versions.</span>
 
 <span class="sd">    Currently supported versions are 1.15 and 2.xx.</span>
@@ -329,13 +329,13 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
     <span class="k">pass</span></div>
 
 
-<div class="viewcode-block" id="TensorflowAddonsNeeded"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded">[docs]</a><span class="k">class</span> <span class="nc">TensorflowAddonsNeeded</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
+<div class="viewcode-block" id="TensorflowAddonsNeeded"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded">[docs]</a><span class="k">class</span> <span class="nc">TensorflowAddonsNeeded</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Exception raised when Tensorflow Addons are needed but not installed.&quot;&quot;&quot;</span>
 
     <span class="k">pass</span></div>
 
 
-<div class="viewcode-block" id="TFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">TFGraphBuilder</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">TFGraphBuilder</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Generic class to create the tensorflow graphs for &#39;ner_dl&#39;, &#39;generic_classifier&#39;,</span>
 <span class="sd">    &#39;assertion_dl&#39;, &#39;relation_extraction&#39; annotators in Healthcare NLP.</span>
@@ -352,7 +352,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="TFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="TFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns True if the model supports automatic file name generation.</span>
 
 <span class="sd">        This class method needs to be overridden in the child classes.</span>
@@ -360,7 +360,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="kc">False</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the model file name.</span>
 
 <span class="sd">        This class method needs to be overridden in the child classes.</span>
@@ -372,7 +372,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Not implemented.&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.check_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">check_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="TFGraphBuilder.check_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">check_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Checks if the build parameters are valid.</span>
 
 <span class="sd">        Raises</span>
@@ -391,7 +391,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
                         <span class="sa">f</span><span class="s2">&quot;You need to specify a value for </span><span class="si">{</span><span class="n">req_param</span><span class="si">}</span><span class="s2"> in the build parameters.&quot;</span></div>
                     <span class="p">)</span>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the build parameters.</span>
 
 <span class="sd">        Returns</span>
@@ -402,7 +402,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">__build_params</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_build_params_with_defaults"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_params_with_defaults</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_build_params_with_defaults"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_params_with_defaults</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the build parameters with the default values.</span>
 
 <span class="sd">        Returns</span>
@@ -424,7 +424,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 
         <span class="k">return</span> <span class="n">build_params</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_build_param"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_param</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">build_param</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Any</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_build_param"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_param</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">build_param</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Any</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the value of the given build parameter.</span>
 
 <span class="sd">        Parameters</span>
@@ -457,7 +457,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 
         <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No value for </span><span class="si">{</span><span class="n">build_param</span><span class="si">}</span><span class="s2"> found.&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the build parameters for the model.</span>
 
 <span class="sd">        This class method needs to be overridden in the child classes.</span>
@@ -470,7 +470,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="p">{}</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the explanations for the build parameters for the model.</span>
 
 <span class="sd">        This class method needs to be overridden in the child classes.</span>
@@ -487,7 +487,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
         <span class="bp">self</span><span class="o">.</span><span class="n">__build_params</span> <span class="o">=</span> <span class="n">build_params</span></div>
 
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">GenericClassifierTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">GenericClassifierTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to create the the TF graphs for GenericClassifierApproach.</span>
 <span class="sd">    Extends the TFGraphBuilder base class.</span>
@@ -530,7 +530,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">    &gt;&gt;&gt; clf_Pipeline = Pipeline(stages=[features_asm,gen_clf])</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns if the model can be saved with an auto-generated file name.</span>
 
@@ -541,7 +541,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the model file name.</span>
 
@@ -552,7 +552,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="sa">f</span><span class="s1">&#39;gcl.</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;input_dim&quot;</span><span class="p">)</span><span class="si">}</span><span class="s1">.</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;output_dim&quot;</span><span class="p">)</span><span class="si">}</span><span class="s1">.pb&#39;</span></div>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the build parameters for the model.</span>
 
@@ -574,7 +574,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;loss_func&quot;</span><span class="p">:</span> <span class="s2">&quot;cross_entropy&quot;</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the explanations for the build parameters for the model.</span>
 
@@ -596,7 +596,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;loss_func&quot;</span><span class="p">:</span> <span class="s2">&quot;Loss function: cross_entropy, mean_squares or hinge&quot;</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Builds the model&#39;s graph.</span>
 
@@ -627,8 +627,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
                 <span class="n">model_location</span><span class="o">=</span><span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="n">model_filename</span></div></div>
             <span class="p">)</span>
 
-<div class="viewcode-block" id="LogRegClassifierTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">LogRegClassifierTFGraphBuilder</span><span class="p">(</span><span class="n">GenericClassifierTFGraphBuilder</span><span class="p">):</span>
-<div class="viewcode-block" id="LogRegClassifierTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<div class="viewcode-block" id="LogRegClassifierTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">LogRegClassifierTFGraphBuilder</span><span class="p">(</span><span class="n">GenericClassifierTFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="LogRegClassifierTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the build parameters for the model.</span>
 
@@ -643,7 +643,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="kc">None</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="LogRegClassifierTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
+<div class="viewcode-block" id="LogRegClassifierTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the explanations for the build parameters for the model.</span>
 
@@ -658,8 +658,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="s2">&quot;Output dimension.&quot;</span></div></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="SVMClassifierTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">SVMClassifierTFGraphBuilder</span><span class="p">(</span><span class="n">GenericClassifierTFGraphBuilder</span><span class="p">):</span>
-<div class="viewcode-block" id="SVMClassifierTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<div class="viewcode-block" id="SVMClassifierTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">SVMClassifierTFGraphBuilder</span><span class="p">(</span><span class="n">GenericClassifierTFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="SVMClassifierTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the build parameters for the model.</span>
 
@@ -674,7 +674,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="kc">None</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="SVMClassifierTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
+<div class="viewcode-block" id="SVMClassifierTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the explanations for the build parameters for the model.</span>
 
@@ -689,7 +689,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="s2">&quot;Output dimension.&quot;</span></div></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">AssertionTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">AssertionTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to build the the TF graphs for AssertionDLApproach.</span>
 <span class="sd">    Extends the TFGraphBuilder base class.</span>
@@ -721,7 +721,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">    &gt;&gt;&gt;               .setGraphFolder(&#39;tf_graphs&#39;)</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns if the model can be saved with an auto-generated file name.</span>
 
@@ -732,7 +732,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the model file name.</span>
 
@@ -746,7 +746,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
         <span class="n">n_classes</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;n_classes&quot;</span><span class="p">)</span>
         <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;blstm_</span><span class="si">{</span><span class="n">n_hidden</span><span class="si">}</span><span class="s2">_32_30_</span><span class="si">{</span><span class="n">feat_size</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">n_classes</span><span class="si">}</span><span class="s2">.pb&quot;</span></div>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the build parameters for the model.</span>
 
@@ -764,7 +764,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;n_hidden&quot;</span><span class="p">:</span> <span class="mi">34</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the explanations for the build parameters for the model.</span>
 
@@ -782,7 +782,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;n_hidden&quot;</span><span class="p">:</span> <span class="s2">&quot;Number of hidden units.&quot;</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Builds the model&#39;s graph.</span>
 
@@ -823,7 +823,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="p">)</span>
 
 
-<div class="viewcode-block" id="NerTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">NerTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="NerTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">NerTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to build the the TF graphs for MedicalNerApproach.</span>
 
@@ -859,7 +859,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">    &gt;&gt;&gt;                     .setEnableMemoryOptimizer(True)</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns if the model can be saved with an auto-generated file name.</span>
 
@@ -870,7 +870,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the model file name.</span>
 
@@ -886,7 +886,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;nchars&quot;</span><span class="p">),</span></div>
         <span class="p">)</span>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the build parameters for the model.</span>
 
@@ -905,7 +905,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;is_medical&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the explanations for the build parameters for the model.</span>
 
@@ -924,7 +924,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="s2">&quot;is_medical&quot;</span><span class="p">:</span> <span class="s2">&quot;Build a Medical Ner graph.&quot;</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Builds the model&#39;s graph.</span>
 
@@ -967,7 +967,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
             <span class="p">)</span>
 
 
-<div class="viewcode-block" id="RelationExtractionTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">RelationExtractionTFGraphBuilder</span><span class="p">(</span><span class="n">GenericClassifierTFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="RelationExtractionTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">RelationExtractionTFGraphBuilder</span><span class="p">(</span><span class="n">GenericClassifierTFGraphBuilder</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to build the the TF graphs for RelationExtractionApproach</span>
 
@@ -1003,7 +1003,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
 <span class="sd">    ...    .setValidationSplit(0.2)</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="RelationExtractionTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<div class="viewcode-block" id="RelationExtractionTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the model file name.</span>
 
@@ -1018,7 +1018,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
         <span class="p">)</span>
 
 
-<div class="viewcode-block" id="TFGraphBuilderFactory"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory">[docs]</a><span class="k">class</span> <span class="nc">TFGraphBuilderFactory</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilderFactory"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory">[docs]</a><span class="k">class</span> <span class="nc">TFGraphBuilderFactory</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Factory class to create the the different tensorflow graphs for ner_dl,</span>
 <span class="sd">    generic_classifier, assertion_dl, relation_extraction annotators in Healthcare NLP.</span>
@@ -1034,7 +1034,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
     <span class="p">}</span>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="TFGraphBuilderFactory.get_models"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models">[docs]</a>    <span class="k">def</span> <span class="nf">get_models</span><span class="p">():</span>
+<div class="viewcode-block" id="TFGraphBuilderFactory.get_models"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models">[docs]</a>    <span class="k">def</span> <span class="nf">get_models</span><span class="p">():</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Method that return the available tf models in  spark-nlp healthcare</span>
 <span class="sd">        Examples</span>
@@ -1045,7 +1045,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
         <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="n">TFGraphBuilderFactory</span><span class="o">.</span><span class="n">__model_builders</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="TFGraphBuilderFactory.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="n">model_name</span><span class="p">,</span> <span class="n">build_params</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="TFGraphBuilderFactory.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="n">model_name</span><span class="p">,</span> <span class="n">build_params</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Method that create the tf graph.</span>
 
@@ -1146,7 +1146,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
         <span class="p">)</span>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="TFGraphBuilderFactory.print_model_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params">[docs]</a>    <span class="k">def</span> <span class="nf">print_model_params</span><span class="p">(</span><span class="n">model_name</span><span class="p">):</span>
+<div class="viewcode-block" id="TFGraphBuilderFactory.print_model_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params">[docs]</a>    <span class="k">def</span> <span class="nf">print_model_params</span><span class="p">(</span><span class="n">model_name</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Method that return the params allowed for the tf model.</span>
 <span class="sd">        This method return the params with the description for every param.</span>
@@ -1238,7 +1238,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.graph_builders</h1><div clas
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph.html
similarity index 97%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph.html
index a4f36b2899..c61c873f3e 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,7 +318,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</h1><div
 <span class="kn">from</span> <span class="nn">.ner_model</span> <span class="kn">import</span> <span class="n">NerModel</span>
 
 
-<div class="viewcode-block" id="create_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph">[docs]</a><span class="k">def</span> <span class="nf">create_graph</span><span class="p">(</span>
+<div class="viewcode-block" id="create_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph">[docs]</a><span class="k">def</span> <span class="nf">create_graph</span><span class="p">(</span>
         <span class="n">model_location</span><span class="p">:</span><span class="nb">str</span><span class="p">,</span>
         <span class="n">ntags</span><span class="p">:</span><span class="nb">int</span><span class="p">,</span>
         <span class="n">embeddings_dim</span><span class="p">:</span><span class="nb">int</span><span class="p">,</span>
@@ -404,7 +404,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html
similarity index 92%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html
index e5f4d5c8e7..6df4ba72b0 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -319,7 +319,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</h1><
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 
 
-<div class="viewcode-block" id="DatasetEncoder"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder">[docs]</a><span class="k">class</span> <span class="nc">DatasetEncoder</span><span class="p">:</span>
+<div class="viewcode-block" id="DatasetEncoder"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder">[docs]</a><span class="k">class</span> <span class="nc">DatasetEncoder</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Dataset encoder.	&quot;&quot;&quot;</span>
     <span class="c1"># Each sentence must be array of tuple (word, tag)</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">embeddings_resolver</span><span class="p">,</span> <span class="n">tag2id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">piece_tag</span><span class="o">=</span><span class="s1">&#39;[X]&#39;</span><span class="p">):</span>
@@ -330,12 +330,12 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</h1><
         <span class="bp">self</span><span class="o">.</span><span class="n">embeddings_resolver</span> <span class="o">=</span> <span class="n">embeddings_resolver</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">piece_tag</span> <span class="o">=</span> <span class="n">piece_tag</span>
 
-<div class="viewcode-block" id="DatasetEncoder.shuffle"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle">[docs]</a>    <span class="k">def</span> <span class="nf">shuffle</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="DatasetEncoder.shuffle"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle">[docs]</a>    <span class="k">def</span> <span class="nf">shuffle</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Shuffle the sentences.&quot;&quot;&quot;</span>
         <span class="n">random</span><span class="o">.</span><span class="n">shuffle</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">sentences</span><span class="p">)</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="DatasetEncoder.normalize"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize">[docs]</a>    <span class="k">def</span> <span class="nf">normalize</span><span class="p">(</span><span class="n">word</span><span class="p">:</span><span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<div class="viewcode-block" id="DatasetEncoder.normalize"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize">[docs]</a>    <span class="k">def</span> <span class="nf">normalize</span><span class="p">(</span><span class="n">word</span><span class="p">:</span><span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Transform word to lower case and remove additional white spaces.</span>
 <span class="sd">            </span>
 <span class="sd">        Args:</span>
@@ -346,7 +346,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</h1><
 <span class="sd">        &quot;&quot;&quot;</span>        
         <span class="k">return</span> <span class="n">word</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span></div>
 
-<div class="viewcode-block" id="DatasetEncoder.get_char_indexes"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">[docs]</a>    <span class="k">def</span> <span class="nf">get_char_indexes</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">word</span><span class="p">):</span>
+<div class="viewcode-block" id="DatasetEncoder.get_char_indexes"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">[docs]</a>    <span class="k">def</span> <span class="nf">get_char_indexes</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">word</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Get character indexes for a word.</span>
 <span class="sd">        </span>
 <span class="sd">        Args:</span>
@@ -362,7 +362,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</h1><
 
         <span class="k">return</span> <span class="n">result</span></div>
 
-<div class="viewcode-block" id="DatasetEncoder.encode"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode">[docs]</a>    <span class="k">def</span> <span class="nf">encode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sentences</span><span class="p">,</span> <span class="n">output</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<div class="viewcode-block" id="DatasetEncoder.encode"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode">[docs]</a>    <span class="k">def</span> <span class="nf">encode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sentences</span><span class="p">,</span> <span class="n">output</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Encode sentences.</span>
 <span class="sd">        </span>
 <span class="sd">        Args:</span>
@@ -460,7 +460,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</h1><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html
similarity index 91%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html
index b3f2f5b386..2b56e6af2e 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -324,7 +324,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
 <span class="kn">from</span> <span class="nn">..tf2contrib</span> <span class="kn">import</span> <span class="o">*</span>
 
 
-<div class="viewcode-block" id="NerModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel">[docs]</a><span class="k">class</span> <span class="nc">NerModel</span><span class="p">:</span>
+<div class="viewcode-block" id="NerModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel">[docs]</a><span class="k">class</span> <span class="nc">NerModel</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Class to train NER models&quot;&quot;&quot;</span>
     <span class="c1"># If session is not defined than default session will be used</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">session</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">dummy_tags</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">use_contrib</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">use_gpu_device</span><span class="o">=</span><span class="mi">0</span><span class="p">):</span>
@@ -370,7 +370,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
         <span class="bp">self</span><span class="o">.</span><span class="n">_context_added</span> <span class="o">=</span> <span class="kc">False</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_encode_added</span> <span class="o">=</span> <span class="kc">False</span>
 
-<div class="viewcode-block" id="NerModel.add_bilstm_char_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_bilstm_char_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nchars</span><span class="o">=</span><span class="mi">101</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">hidden</span><span class="o">=</span><span class="mi">25</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_bilstm_char_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_bilstm_char_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nchars</span><span class="o">=</span><span class="mi">101</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">hidden</span><span class="o">=</span><span class="mi">25</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_char_bilstm_added</span> <span class="o">=</span> <span class="kc">True</span>
 
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;/gpu:</span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">use_gpu_device</span><span class="p">)):</span>
@@ -420,7 +420,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
                 <span class="k">else</span><span class="p">:</span>
                     <span class="bp">self</span><span class="o">.</span><span class="n">word_repr</span> <span class="o">=</span> <span class="n">char_repr</span></div>
 
-<div class="viewcode-block" id="NerModel.add_cnn_char_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_cnn_char_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nchars</span><span class="o">=</span><span class="mi">101</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">nfilters</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">pad</span><span class="o">=</span><span class="mi">2</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_cnn_char_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_cnn_char_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nchars</span><span class="o">=</span><span class="mi">101</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">nfilters</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">pad</span><span class="o">=</span><span class="mi">2</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_char_cnn_added</span> <span class="o">=</span> <span class="kc">True</span>
 
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;/gpu:</span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">use_gpu_device</span><span class="p">)):</span>
@@ -462,7 +462,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
                 <span class="k">else</span><span class="p">:</span>
                     <span class="bp">self</span><span class="o">.</span><span class="n">word_repr</span> <span class="o">=</span> <span class="n">char_repr</span></div>
 
-<div class="viewcode-block" id="NerModel.add_pretrained_word_embeddings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">[docs]</a>    <span class="k">def</span> <span class="nf">add_pretrained_word_embeddings</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">100</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_pretrained_word_embeddings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">[docs]</a>    <span class="k">def</span> <span class="nf">add_pretrained_word_embeddings</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">100</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_word_embeddings_added</span> <span class="o">=</span> <span class="kc">True</span>
 
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;/gpu:</span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">use_gpu_device</span><span class="p">)):</span>
@@ -522,7 +522,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
             <span class="k">return</span> <span class="n">result</span>
 
     <span class="c1"># Adds Bi LSTM with size of each cell hidden_size</span>
-<div class="viewcode-block" id="NerModel.add_context_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_context_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ntags</span><span class="p">,</span> <span class="n">hidden_size</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">height</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_context_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_context_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ntags</span><span class="p">,</span> <span class="n">hidden_size</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">height</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
         <span class="k">assert</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_word_embeddings_added</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">_char_cnn_added</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">_char_bilstm_added</span><span class="p">,</span>
                 <span class="s2">&quot;Add word embeddings by method add_word_embeddings &quot;</span> <span class="o">+</span>
                 <span class="s2">&quot;or add char representation by method add_bilstm_char_repr &quot;</span> <span class="o">+</span>
@@ -554,7 +554,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
                 <span class="bp">self</span><span class="o">.</span><span class="n">predicted_labels</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">argmax</span><span class="p">(</span><span class="nb">input</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">scores</span><span class="p">,</span> <span class="n">axis</span><span class="o">=-</span><span class="mi">1</span><span class="p">)</span>
                 <span class="n">tf</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">predicted_labels</span><span class="p">,</span> <span class="s2">&quot;predicted_labels&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="NerModel.add_inference_layer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer">[docs]</a>    <span class="k">def</span> <span class="nf">add_inference_layer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">crf</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">predictions_op_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_inference_layer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer">[docs]</a>    <span class="k">def</span> <span class="nf">add_inference_layer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">crf</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">predictions_op_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="k">assert</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_context_added</span><span class="p">,</span>
                 <span class="s2">&quot;Add context representation layer by method add_context_repr before adding inference layer&quot;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_inference_added</span> <span class="o">=</span> <span class="kc">True</span>
@@ -608,7 +608,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
                 <span class="n">tf</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">loss</span><span class="p">,</span> <span class="s2">&quot;loss&quot;</span><span class="p">)</span></div>
 
     <span class="c1"># clip_gradient &lt; 0  - no gradient clipping</span>
-<div class="viewcode-block" id="NerModel.add_training_op"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op">[docs]</a>    <span class="k">def</span> <span class="nf">add_training_op</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">clip_gradient</span><span class="o">=</span><span class="mf">2.0</span><span class="p">,</span> <span class="n">train_op_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_training_op"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op">[docs]</a>    <span class="k">def</span> <span class="nf">add_training_op</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">clip_gradient</span><span class="o">=</span><span class="mf">2.0</span><span class="p">,</span> <span class="n">train_op_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="k">assert</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_inference_added</span><span class="p">,</span>
                 <span class="s2">&quot;Add inference layer by method add_inference_layer before adding training layer&quot;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_training_added</span> <span class="o">=</span> <span class="kc">True</span>
@@ -631,7 +631,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
                 <span class="bp">self</span><span class="o">.</span><span class="n">init_op</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">variables_initializer</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">global_variables</span><span class="p">(),</span> <span class="n">name</span><span class="o">=</span><span class="s2">&quot;init&quot;</span><span class="p">)</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.num_trues"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues">[docs]</a>    <span class="k">def</span> <span class="nf">num_trues</span><span class="p">(</span><span class="n">array</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.num_trues"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues">[docs]</a>    <span class="k">def</span> <span class="nf">num_trues</span><span class="p">(</span><span class="n">array</span><span class="p">):</span>
         <span class="n">result</span> <span class="o">=</span> <span class="mi">0</span>
         <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">array</span><span class="p">:</span>
             <span class="k">if</span> <span class="n">item</span> <span class="o">==</span> <span class="kc">True</span><span class="p">:</span>
@@ -640,28 +640,28 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
         <span class="k">return</span> <span class="n">result</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.fill"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill">[docs]</a>    <span class="k">def</span> <span class="nf">fill</span><span class="p">(</span><span class="n">array</span><span class="p">,</span> <span class="n">l</span><span class="p">,</span> <span class="n">val</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.fill"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill">[docs]</a>    <span class="k">def</span> <span class="nf">fill</span><span class="p">(</span><span class="n">array</span><span class="p">,</span> <span class="n">l</span><span class="p">,</span> <span class="n">val</span><span class="p">):</span>
         <span class="n">result</span> <span class="o">=</span> <span class="n">array</span><span class="p">[:]</span>
         <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">l</span> <span class="o">-</span> <span class="nb">len</span><span class="p">(</span><span class="n">array</span><span class="p">)):</span>
             <span class="n">result</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">val</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">result</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_sentence_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_sentence_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;word_embeddings&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_sentence_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_sentence_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;word_embeddings&quot;</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_sentence_token_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_sentence_token_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;tag_ids&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_sentence_token_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_sentence_token_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;tag_ids&quot;</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_word_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_word_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;char_ids&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_word_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_word_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;char_ids&quot;</span><span class="p">):</span>
         <span class="n">max_words</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
         <span class="k">return</span> <span class="p">[</span><span class="n">NerModel</span><span class="o">.</span><span class="n">fill</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">chars</span><span class="p">)</span> <span class="k">for</span> <span class="n">chars</span> <span class="ow">in</span> <span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">]],</span> <span class="n">max_words</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
                 <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_char_ids"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids">[docs]</a>    <span class="k">def</span> <span class="nf">get_char_ids</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;char_ids&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_char_ids"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids">[docs]</a>    <span class="k">def</span> <span class="nf">get_char_ids</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;char_ids&quot;</span><span class="p">):</span>
         <span class="n">max_chars</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">char_ids</span><span class="p">)</span> <span class="k">for</span> <span class="n">char_ids</span> <span class="ow">in</span> <span class="n">sentence</span><span class="p">[</span><span class="n">idx</span><span class="p">]])</span> <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
         <span class="n">max_words</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">sentence</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
 
@@ -673,16 +673,16 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
             <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_from_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch">[docs]</a>    <span class="k">def</span> <span class="nf">get_from_batch</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_from_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch">[docs]</a>    <span class="k">def</span> <span class="nf">get_from_batch</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="p">):</span>
         <span class="n">k</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
         <span class="k">return</span> <span class="nb">list</span><span class="p">([</span><span class="n">NerModel</span><span class="o">.</span><span class="n">fill</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">],</span> <span class="n">k</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_tag_ids"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids">[docs]</a>    <span class="k">def</span> <span class="nf">get_tag_ids</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;tag_ids&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_tag_ids"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids">[docs]</a>    <span class="k">def</span> <span class="nf">get_tag_ids</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;tag_ids&quot;</span><span class="p">):</span>
         <span class="k">return</span> <span class="n">NerModel</span><span class="o">.</span><span class="n">get_from_batch</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="p">)</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_word_embeddings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings">[docs]</a>    <span class="k">def</span> <span class="nf">get_word_embeddings</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;word_embeddings&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_word_embeddings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings">[docs]</a>    <span class="k">def</span> <span class="nf">get_word_embeddings</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;word_embeddings&quot;</span><span class="p">):</span>
         <span class="n">embeddings_dim</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">batch</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">idx</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
         <span class="n">max_words</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">sentence</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
         <span class="k">return</span> <span class="p">[</span>
@@ -692,14 +692,14 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
             <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.slice"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice">[docs]</a>    <span class="k">def</span> <span class="nf">slice</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">10</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.slice"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice">[docs]</a>    <span class="k">def</span> <span class="nf">slice</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">10</span><span class="p">):</span>
         <span class="n">grouper</span> <span class="o">=</span> <span class="n">SentenceGrouper</span><span class="p">([</span><span class="mi">5</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">20</span><span class="p">,</span> <span class="mi">50</span><span class="p">])</span>
         <span class="k">return</span> <span class="n">grouper</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="NerModel.init_variables"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables">[docs]</a>    <span class="k">def</span> <span class="nf">init_variables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.init_variables"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables">[docs]</a>    <span class="k">def</span> <span class="nf">init_variables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">init_op</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="NerModel.train"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train">[docs]</a>    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">train</span><span class="p">,</span>
+<div class="viewcode-block" id="NerModel.train"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train">[docs]</a>    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">train</span><span class="p">,</span>
               <span class="n">epoch_start</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
               <span class="n">epoch_end</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span>
               <span class="n">batch_size</span><span class="o">=</span><span class="mi">32</span><span class="p">,</span>
@@ -739,7 +739,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
             <span class="nb">print</span><span class="p">()</span>
             <span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span></div>
 
-<div class="viewcode-block" id="NerModel.measure"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure">[docs]</a>    <span class="k">def</span> <span class="nf">measure</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">dropout</span><span class="o">=</span><span class="mf">1.0</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.measure"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure">[docs]</a>    <span class="k">def</span> <span class="nf">measure</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">dropout</span><span class="o">=</span><span class="mf">1.0</span><span class="p">):</span>
         <span class="n">predicted</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="n">correct</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="n">correct_predicted</span> <span class="o">=</span> <span class="p">{}</span>
@@ -792,7 +792,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
         <span class="k">return</span> <span class="n">prec</span><span class="p">,</span> <span class="n">rec</span><span class="p">,</span> <span class="n">f1</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_softmax"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax">[docs]</a>    <span class="k">def</span> <span class="nf">get_softmax</span><span class="p">(</span><span class="n">scores</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_softmax"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax">[docs]</a>    <span class="k">def</span> <span class="nf">get_softmax</span><span class="p">(</span><span class="n">scores</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="n">exp_scores</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">scores</span><span class="p">)</span>
 
         <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">exp_scores</span><span class="p">:</span>
@@ -803,7 +803,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
 
         <span class="k">return</span> <span class="n">exp_scores</span></div>
 
-<div class="viewcode-block" id="NerModel.predict"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict">[docs]</a>    <span class="k">def</span> <span class="nf">predict</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sentences</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.predict"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict">[docs]</a>    <span class="k">def</span> <span class="nf">predict</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sentences</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="n">result</span> <span class="o">=</span> <span class="p">[]</span>
 
         <span class="k">for</span> <span class="n">batch</span> <span class="ow">in</span> <span class="n">NerModel</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">sentences</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
@@ -832,7 +832,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
 
         <span class="k">return</span> <span class="n">result</span></div>
 
-<div class="viewcode-block" id="NerModel.close"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close">[docs]</a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.close"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close">[docs]</a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">session_created</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">close</span><span class="p">()</span></div></div>
 </pre></div>
@@ -879,7 +879,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</h1><div cl
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver.html
similarity index 94%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver.html
index c887c83ce4..79da6da029 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,7 +318,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</h1><
 <span class="kn">import</span> <span class="nn">tensorflow</span> <span class="k">as</span> <span class="nn">tf</span>
 
 
-<div class="viewcode-block" id="NerModelSaver"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver">[docs]</a><span class="k">class</span> <span class="nc">NerModelSaver</span><span class="p">:</span>
+<div class="viewcode-block" id="NerModelSaver"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver">[docs]</a><span class="k">class</span> <span class="nc">NerModelSaver</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Saves a NER model to disk.&quot;&quot;&quot;</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ner</span><span class="p">,</span> <span class="n">encoder</span><span class="p">,</span> <span class="n">embeddings_file</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">ner</span> <span class="o">=</span> <span class="n">ner</span>
@@ -326,7 +326,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</h1><
         <span class="bp">self</span><span class="o">.</span><span class="n">embeddings_file</span> <span class="o">=</span> <span class="n">embeddings_file</span>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModelSaver.restore_tensorflow_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">[docs]</a>    <span class="k">def</span> <span class="nf">restore_tensorflow_state</span><span class="p">(</span><span class="n">session</span><span class="p">,</span> <span class="n">export_dir</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModelSaver.restore_tensorflow_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">[docs]</a>    <span class="k">def</span> <span class="nf">restore_tensorflow_state</span><span class="p">(</span><span class="n">session</span><span class="p">,</span> <span class="n">export_dir</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Restores a NER model from disk.</span>
 <span class="sd">        </span>
 <span class="sd">        Args:</span>
@@ -341,7 +341,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</h1><
             <span class="n">variables_file</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">export_dir</span><span class="p">,</span> <span class="s1">&#39;variables&#39;</span><span class="p">)</span>
             <span class="n">session</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="s2">&quot;save/restore_all&quot;</span><span class="p">,</span> <span class="n">feed_dict</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;save/Const:0&#39;</span><span class="p">:</span> <span class="n">variables_file</span><span class="p">})</span></div>
 
-<div class="viewcode-block" id="NerModelSaver.save_models"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models">[docs]</a>    <span class="k">def</span> <span class="nf">save_models</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">folder</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModelSaver.save_models"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models">[docs]</a>    <span class="k">def</span> <span class="nf">save_models</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">folder</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Saves a NER model to disk.</span>
 
 <span class="sd">        Args:</span>
@@ -356,7 +356,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</h1><
             <span class="bp">self</span><span class="o">.</span><span class="n">ner</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="s1">&#39;save/control_dependency&#39;</span><span class="p">,</span> <span class="n">feed_dict</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;save/Const:0&#39;</span><span class="p">:</span> <span class="n">variables_file</span><span class="p">})</span>
             <span class="n">tf</span><span class="o">.</span><span class="n">train</span><span class="o">.</span><span class="n">write_graph</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">ner</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">graph</span><span class="p">,</span> <span class="n">folder</span><span class="p">,</span> <span class="s1">&#39;saved_model.pb&#39;</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="NerModelSaver.save"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save">[docs]</a>    <span class="k">def</span> <span class="nf">save</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">export_dir</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModelSaver.save"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save">[docs]</a>    <span class="k">def</span> <span class="nf">save</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">export_dir</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Saves a NER model to disk.</span>
 <span class="sd">        </span>
 <span class="sd">        Generates separate files for the model, the variables, </span>
@@ -455,7 +455,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</h1><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper.html
similarity index 91%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper.html
index ca278cb6ba..158fb39e01 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -313,18 +313,18 @@
                 <article class="bd-article" role="main">
                   
   <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</h1><div class="highlight"><pre>
-<div class="viewcode-block" id="SentenceGrouper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper">[docs]</a><span></span><span class="k">class</span> <span class="nc">SentenceGrouper</span><span class="p">:</span>
+<div class="viewcode-block" id="SentenceGrouper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper">[docs]</a><span></span><span class="k">class</span> <span class="nc">SentenceGrouper</span><span class="p">:</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket_lengths</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">bucket_lengths</span> <span class="o">=</span> <span class="n">bucket_lengths</span>
 
-<div class="viewcode-block" id="SentenceGrouper.get_bucket_id"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">[docs]</a>    <span class="k">def</span> <span class="nf">get_bucket_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">length</span><span class="p">):</span>
+<div class="viewcode-block" id="SentenceGrouper.get_bucket_id"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">[docs]</a>    <span class="k">def</span> <span class="nf">get_bucket_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">length</span><span class="p">):</span>
         <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">bucket_len</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_lengths</span><span class="p">):</span>
             <span class="k">if</span> <span class="n">length</span> <span class="o">&lt;=</span> <span class="n">bucket_len</span><span class="p">:</span>
                 <span class="k">return</span> <span class="n">i</span>
 
         <span class="k">return</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_lengths</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="SentenceGrouper.slice"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice">[docs]</a>    <span class="k">def</span> <span class="nf">slice</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">32</span><span class="p">):</span>
+<div class="viewcode-block" id="SentenceGrouper.slice"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice">[docs]</a>    <span class="k">def</span> <span class="nf">slice</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">32</span><span class="p">):</span>
         <span class="n">buckets</span> <span class="o">=</span> <span class="p">[[]</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">bucket_lengths</span><span class="p">]</span>
         <span class="n">buckets</span><span class="o">.</span><span class="n">append</span><span class="p">([])</span>
 
@@ -385,7 +385,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib.html
similarity index 96%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib.html
index c711652096..3fb187b8e4 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/tf2contrib';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/tf2contrib';</script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
@@ -326,7 +326,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib</h1><div class="h
     <span class="c1"># TensorFlow 2.x, so use tensorflow_addons and the custom distribution of tf.contrib</span>
     <span class="kn">import</span> <span class="nn">tensorflow_addons</span>
 
-<div class="viewcode-block" id="tf"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.tf">[docs]</a>    <span class="n">tf</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span></div>
+<div class="viewcode-block" id="tf"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.tf">[docs]</a>    <span class="n">tf</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span></div>
 
     <span class="n">crf_decode</span> <span class="o">=</span> <span class="n">tensorflow_addons</span><span class="o">.</span><span class="n">text</span><span class="o">.</span><span class="n">crf_decode</span>
     <span class="n">crf_log_likelihood</span> <span class="o">=</span> <span class="n">tensorflow_addons</span><span class="o">.</span><span class="n">text</span><span class="o">.</span><span class="n">crf_log_likelihood</span>
@@ -393,7 +393,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib</h1><div class="h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html
similarity index 94%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html
index fb40aa1bfb..170fb96fe1 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -358,7 +358,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</h1
 <span class="kn">from</span> <span class="nn">tensorflow.python.util</span> <span class="kn">import</span> <span class="n">nest</span>
 
 <span class="c1"># pylint: disable=protected-access,invalid-name</span>
-<div class="viewcode-block" id="RNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell">[docs]</a><span class="n">RNNCell</span> <span class="o">=</span> <span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span></div>
+<div class="viewcode-block" id="RNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell">[docs]</a><span class="n">RNNCell</span> <span class="o">=</span> <span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span></div>
 <span class="n">_WEIGHTS_VARIABLE_NAME</span> <span class="o">=</span> <span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">_WEIGHTS_VARIABLE_NAME</span>
 <span class="n">_BIAS_VARIABLE_NAME</span> <span class="o">=</span> <span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">_BIAS_VARIABLE_NAME</span>
 
@@ -509,7 +509,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</h1
         <span class="k">return</span> <span class="n">nn_ops</span><span class="o">.</span><span class="n">bias_add</span><span class="p">(</span><span class="n">res</span><span class="p">,</span> <span class="n">biases</span><span class="p">)</span>
 
 
-<div class="viewcode-block" id="EmbeddingWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper">[docs]</a><span class="k">class</span> <span class="nc">EmbeddingWrapper</span><span class="p">(</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="EmbeddingWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper">[docs]</a><span class="k">class</span> <span class="nc">EmbeddingWrapper</span><span class="p">(</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Operator adding input embedding to the given cell.</span>
 
 <span class="sd">    Note: in many cases it may be more efficient to not use this wrapper,</span>
@@ -558,11 +558,11 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</h1
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">output_size</span>
 
-<div class="viewcode-block" id="EmbeddingWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
+<div class="viewcode-block" id="EmbeddingWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">ops</span><span class="o">.</span><span class="n">name_scope</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="o">+</span> <span class="s2">&quot;ZeroState&quot;</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="p">[</span><span class="n">batch_size</span><span class="p">]):</span>
             <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">zero_state</span><span class="p">(</span><span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="EmbeddingWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="EmbeddingWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run the cell on embedded inputs.&quot;&quot;&quot;</span>
         <span class="k">with</span> <span class="n">ops</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s2">&quot;/cpu:0&quot;</span><span class="p">):</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_initializer</span><span class="p">:</span>
@@ -589,7 +589,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</h1
             <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="p">(</span><span class="n">embedded</span><span class="p">,</span> <span class="n">state</span><span class="p">)</span></div></div>
 
 
-<div class="viewcode-block" id="InputProjectionWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper">[docs]</a><span class="k">class</span> <span class="nc">InputProjectionWrapper</span><span class="p">(</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="InputProjectionWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper">[docs]</a><span class="k">class</span> <span class="nc">InputProjectionWrapper</span><span class="p">(</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Operator adding an input projection to the given cell.</span>
 
 <span class="sd">    Note: in many cases it may be more efficient to not use this wrapper,</span>
@@ -634,11 +634,11 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</h1
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">output_size</span>
 
-<div class="viewcode-block" id="InputProjectionWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
+<div class="viewcode-block" id="InputProjectionWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">ops</span><span class="o">.</span><span class="n">name_scope</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="o">+</span> <span class="s2">&quot;ZeroState&quot;</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="p">[</span><span class="n">batch_size</span><span class="p">]):</span>
             <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">zero_state</span><span class="p">(</span><span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="InputProjectionWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="InputProjectionWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run the input projection and then the cell.&quot;&quot;&quot;</span>
         <span class="c1"># Default scope: &quot;InputProjectionWrapper&quot;</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_linear</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
@@ -649,7 +649,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</h1
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="p">(</span><span class="n">projected</span><span class="p">,</span> <span class="n">state</span><span class="p">)</span></div></div>
 
 
-<div class="viewcode-block" id="OutputProjectionWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper">[docs]</a><span class="k">class</span> <span class="nc">OutputProjectionWrapper</span><span class="p">(</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="OutputProjectionWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper">[docs]</a><span class="k">class</span> <span class="nc">OutputProjectionWrapper</span><span class="p">(</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Operator adding an output projection to the given cell.</span>
 
 <span class="sd">    Note: in many cases it may be more efficient to not use this wrapper,</span>
@@ -690,11 +690,11 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</h1
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_output_size</span>
 
-<div class="viewcode-block" id="OutputProjectionWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
+<div class="viewcode-block" id="OutputProjectionWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">ops</span><span class="o">.</span><span class="n">name_scope</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="o">+</span> <span class="s2">&quot;ZeroState&quot;</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="p">[</span><span class="n">batch_size</span><span class="p">]):</span>
             <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">zero_state</span><span class="p">(</span><span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="OutputProjectionWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="OutputProjectionWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run the cell and output projection on inputs, starting from state.&quot;&quot;&quot;</span>
         <span class="n">output</span><span class="p">,</span> <span class="n">res_state</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="p">(</span><span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">)</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_linear</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
@@ -747,7 +747,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</h1
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell.html
similarity index 95%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell.html
index 46b8be006e..a736a3e50f 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -346,7 +346,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</h
 
 
 <span class="nd">@six</span><span class="o">.</span><span class="n">add_metaclass</span><span class="p">(</span><span class="n">abc</span><span class="o">.</span><span class="n">ABCMeta</span><span class="p">)</span>
-<div class="viewcode-block" id="FusedRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell">[docs]</a><span class="k">class</span> <span class="nc">FusedRNNCell</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+<div class="viewcode-block" id="FusedRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell">[docs]</a><span class="k">class</span> <span class="nc">FusedRNNCell</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Abstract object representing a fused RNN cell.</span>
 
 <span class="sd">    A fused RNN cell represents the entire RNN expanded over the time</span>
@@ -398,7 +398,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</h
         <span class="k">pass</span></div>
 
 
-<div class="viewcode-block" id="FusedRNNCellAdaptor"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor">[docs]</a><span class="k">class</span> <span class="nc">FusedRNNCellAdaptor</span><span class="p">(</span><span class="n">FusedRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="FusedRNNCellAdaptor"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor">[docs]</a><span class="k">class</span> <span class="nc">FusedRNNCellAdaptor</span><span class="p">(</span><span class="n">FusedRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;This is an adaptor for RNNCell classes to be used with `FusedRNNCell`.&quot;&quot;&quot;</span>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cell</span><span class="p">,</span> <span class="n">use_dynamic_rnn</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
@@ -449,7 +449,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</h
         <span class="k">return</span> <span class="n">outputs</span><span class="p">,</span> <span class="n">state</span></div>
 
 
-<div class="viewcode-block" id="TimeReversedFusedRNN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN">[docs]</a><span class="k">class</span> <span class="nc">TimeReversedFusedRNN</span><span class="p">(</span><span class="n">FusedRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="TimeReversedFusedRNN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN">[docs]</a><span class="k">class</span> <span class="nc">TimeReversedFusedRNN</span><span class="p">(</span><span class="n">FusedRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;This is an adaptor to time-reverse a FusedRNNCell.</span>
 
 <span class="sd">    For example,</span>
@@ -545,7 +545,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html
similarity index 94%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html
index 31d60a2b73..f3f1b468c4 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -348,7 +348,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</h1><div
 <span class="kn">from</span> <span class="nn">tensorflow.python.ops</span> <span class="kn">import</span> <span class="n">rnn_cell_impl</span>
 <span class="kn">from</span> <span class="nn">tensorflow.python.util.deprecation</span> <span class="kn">import</span> <span class="n">deprecated_args</span>
 
-<div class="viewcode-block" id="LayerRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell">[docs]</a><span class="n">LayerRNNCell</span> <span class="o">=</span> <span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span>  <span class="c1"># pylint: disable=invalid-name</span></div>
+<div class="viewcode-block" id="LayerRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell">[docs]</a><span class="n">LayerRNNCell</span> <span class="o">=</span> <span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span>  <span class="c1"># pylint: disable=invalid-name</span></div>
 
 
 <span class="nd">@ops</span><span class="o">.</span><span class="n">RegisterGradient</span><span class="p">(</span><span class="s2">&quot;GRUBlockCell&quot;</span><span class="p">)</span>
@@ -413,7 +413,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</h1><div
     <span class="k">return</span> <span class="n">d_x</span><span class="p">,</span> <span class="n">d_h_prev</span><span class="p">,</span> <span class="n">d_w_ru</span><span class="p">,</span> <span class="n">d_w_c</span><span class="p">,</span> <span class="n">d_b_ru</span><span class="p">,</span> <span class="n">d_b_c</span>
 
 
-<div class="viewcode-block" id="GRUBlockCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell">[docs]</a><span class="k">class</span> <span class="nc">GRUBlockCell</span><span class="p">(</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="GRUBlockCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell">[docs]</a><span class="k">class</span> <span class="nc">GRUBlockCell</span><span class="p">(</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sa">r</span><span class="sd">&quot;&quot;&quot;Block GRU cell implementation.</span>
 
 <span class="sd">    Deprecated: use GRUBlockCellV2 instead.</span>
@@ -490,7 +490,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell_size</span>
 
-<div class="viewcode-block" id="GRUBlockCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="GRUBlockCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_shape</span><span class="p">):</span>
         <span class="c1"># Check if the input size exist.</span>
         <span class="n">input_size</span> <span class="o">=</span> <span class="n">tensor_shape</span><span class="o">.</span><span class="n">dimension_value</span><span class="p">(</span><span class="n">input_shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
         <span class="k">if</span> <span class="n">input_size</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
@@ -509,7 +509,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="GRUBlockCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">h_prev</span><span class="p">):</span>
+<div class="viewcode-block" id="GRUBlockCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">h_prev</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;GRU cell.&quot;&quot;&quot;</span>
         <span class="c1"># Check cell_size == state_size from h_prev.</span>
         <span class="n">cell_size</span> <span class="o">=</span> <span class="n">h_prev</span><span class="o">.</span><span class="n">get_shape</span><span class="p">()</span><span class="o">.</span><span class="n">with_rank</span><span class="p">(</span><span class="mi">2</span><span class="p">)[</span><span class="mi">1</span><span class="p">]</span>
@@ -529,13 +529,13 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</h1><div
         <span class="k">return</span> <span class="n">new_h</span><span class="p">,</span> <span class="n">new_h</span></div></div>
 
 
-<div class="viewcode-block" id="GRUBlockCellV2"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2">[docs]</a><span class="k">class</span> <span class="nc">GRUBlockCellV2</span><span class="p">(</span><span class="n">GRUBlockCell</span><span class="p">):</span>
+<div class="viewcode-block" id="GRUBlockCellV2"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2">[docs]</a><span class="k">class</span> <span class="nc">GRUBlockCellV2</span><span class="p">(</span><span class="n">GRUBlockCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Temporary GRUBlockCell impl with a different variable naming scheme.</span>
 
 <span class="sd">    Only differs from GRUBlockCell by variable names.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="GRUBlockCellV2.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="GRUBlockCellV2.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_shape</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;GRU cell.&quot;&quot;&quot;</span>
         <span class="n">input_size</span> <span class="o">=</span> <span class="n">tensor_shape</span><span class="o">.</span><span class="n">dimension_value</span><span class="p">(</span><span class="n">input_shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
         <span class="k">if</span> <span class="n">input_size</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
@@ -597,7 +597,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html
similarity index 96%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html
index 1aa1fa29d7..cf7a9f46c8 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -351,7 +351,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
 <span class="kn">from</span> <span class="nn">tensorflow.python.ops</span> <span class="kn">import</span> <span class="n">nn_ops</span>
 <span class="kn">from</span> <span class="nn">tensorflow.python.ops</span> <span class="kn">import</span> <span class="n">rnn_cell_impl</span>
 
-<div class="viewcode-block" id="LayerRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell">[docs]</a><span class="n">LayerRNNCell</span> <span class="o">=</span> <span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span>  <span class="c1"># pylint: disable=invalid-name</span></div>
+<div class="viewcode-block" id="LayerRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell">[docs]</a><span class="n">LayerRNNCell</span> <span class="o">=</span> <span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span>  <span class="c1"># pylint: disable=invalid-name</span></div>
 
 
 <span class="c1"># pylint: disable=invalid-name</span>
@@ -606,7 +606,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
             <span class="n">wco_grad</span><span class="p">,</span> <span class="n">b_grad</span><span class="p">)</span>
 
 
-<div class="viewcode-block" id="LSTMBlockCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell">[docs]</a><span class="k">class</span> <span class="nc">LSTMBlockCell</span><span class="p">(</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="LSTMBlockCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell">[docs]</a><span class="k">class</span> <span class="nc">LSTMBlockCell</span><span class="p">(</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Basic LSTM recurrent network cell.</span>
 
 <span class="sd">    The implementation is based on: http://arxiv.org/abs/1409.2329.</span>
@@ -670,7 +670,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span>
 
-<div class="viewcode-block" id="LSTMBlockCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="LSTMBlockCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">inputs_shape</span><span class="o">.</span><span class="n">dims</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">value</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
                 <span class="s2">&quot;Expecting inputs_shape[1] to be set: </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">inputs_shape</span><span class="p">))</span>
@@ -687,7 +687,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="LSTMBlockCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="LSTMBlockCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Long short-term memory cell (LSTM).&quot;&quot;&quot;</span>
         <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">state</span><span class="p">)</span> <span class="o">!=</span> <span class="mi">2</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Expecting state to be a tuple with length 2.&quot;</span><span class="p">)</span>
@@ -718,7 +718,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
 
 
 <span class="nd">@six</span><span class="o">.</span><span class="n">add_metaclass</span><span class="p">(</span><span class="n">abc</span><span class="o">.</span><span class="n">ABCMeta</span><span class="p">)</span>
-<div class="viewcode-block" id="LSTMBlockWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper">[docs]</a><span class="k">class</span> <span class="nc">LSTMBlockWrapper</span><span class="p">(</span><span class="n">base_layer</span><span class="o">.</span><span class="n">Layer</span><span class="p">):</span>
+<div class="viewcode-block" id="LSTMBlockWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper">[docs]</a><span class="k">class</span> <span class="nc">LSTMBlockWrapper</span><span class="p">(</span><span class="n">base_layer</span><span class="o">.</span><span class="n">Layer</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;This is a helper class that provides housekeeping for LSTM cells.</span>
 
 <span class="sd">    This may be useful for alternative LSTM and similar type of cells.</span>
@@ -726,7 +726,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="nd">@abc</span><span class="o">.</span><span class="n">abstractproperty</span>
-<div class="viewcode-block" id="LSTMBlockWrapper.num_units"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units">[docs]</a>    <span class="k">def</span> <span class="nf">num_units</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="LSTMBlockWrapper.num_units"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units">[docs]</a>    <span class="k">def</span> <span class="nf">num_units</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Number of units in this cell (output dimension).&quot;&quot;&quot;</span></div>
 
     <span class="nd">@abc</span><span class="o">.</span><span class="n">abstractmethod</span>
@@ -756,7 +756,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">pass</span>
 
-<div class="viewcode-block" id="LSTMBlockWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">initial_state</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">sequence_length</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="LSTMBlockWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">initial_state</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">sequence_length</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run this LSTM on inputs, starting from the given state.</span>
 
 <span class="sd">        Args:</span>
@@ -855,7 +855,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
             <span class="n">data</span><span class="p">,</span> <span class="n">array_ops</span><span class="o">.</span><span class="n">stack</span><span class="p">([</span><span class="n">indices</span><span class="p">,</span> <span class="n">math_ops</span><span class="o">.</span><span class="n">range</span><span class="p">(</span><span class="n">batch_size</span><span class="p">)],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">))</span></div>
 
 
-<div class="viewcode-block" id="LSTMBlockFusedCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell">[docs]</a><span class="k">class</span> <span class="nc">LSTMBlockFusedCell</span><span class="p">(</span><span class="n">LSTMBlockWrapper</span><span class="p">):</span>
+<div class="viewcode-block" id="LSTMBlockFusedCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell">[docs]</a><span class="k">class</span> <span class="nc">LSTMBlockFusedCell</span><span class="p">(</span><span class="n">LSTMBlockWrapper</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;FusedRNNCell implementation of LSTM.</span>
 
 <span class="sd">    This is an extremely efficient LSTM implementation, that uses a single TF op</span>
@@ -909,7 +909,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Number of units in this cell (output dimension).&quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span>
 
-<div class="viewcode-block" id="LSTMBlockFusedCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="LSTMBlockFusedCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_shape</span><span class="p">):</span>
         <span class="n">input_size</span> <span class="o">=</span> <span class="n">input_shape</span><span class="o">.</span><span class="n">dims</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">value</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_kernel</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">add_variable</span><span class="p">(</span>
             <span class="s2">&quot;kernel&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">input_size</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span> <span class="o">*</span> <span class="mi">4</span><span class="p">])</span>
@@ -1027,7 +1027,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn.html
similarity index 97%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn.html
index 61eac80fc4..5b14648a09 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -342,7 +342,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</h1><div clas
 <span class="kn">from</span> <span class="nn">tensorflow.python.ops</span> <span class="kn">import</span> <span class="n">variable_scope</span> <span class="k">as</span> <span class="n">vs</span>
 
 
-<div class="viewcode-block" id="stack_bidirectional_rnn"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn">[docs]</a><span class="k">def</span> <span class="nf">stack_bidirectional_rnn</span><span class="p">(</span><span class="n">cells_fw</span><span class="p">,</span>
+<div class="viewcode-block" id="stack_bidirectional_rnn"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn">[docs]</a><span class="k">def</span> <span class="nf">stack_bidirectional_rnn</span><span class="p">(</span><span class="n">cells_fw</span><span class="p">,</span>
                             <span class="n">cells_bw</span><span class="p">,</span>
                             <span class="n">inputs</span><span class="p">,</span>
                             <span class="n">initial_states_fw</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
@@ -442,7 +442,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</h1><div clas
     <span class="k">return</span> <span class="n">prev_layer</span><span class="p">,</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">states_fw</span><span class="p">),</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">states_bw</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="stack_bidirectional_dynamic_rnn"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn">[docs]</a><span class="k">def</span> <span class="nf">stack_bidirectional_dynamic_rnn</span><span class="p">(</span><span class="n">cells_fw</span><span class="p">,</span>
+<div class="viewcode-block" id="stack_bidirectional_dynamic_rnn"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn">[docs]</a><span class="k">def</span> <span class="nf">stack_bidirectional_dynamic_rnn</span><span class="p">(</span><span class="n">cells_fw</span><span class="p">,</span>
                                     <span class="n">cells_bw</span><span class="p">,</span>
                                     <span class="n">inputs</span><span class="p">,</span>
                                     <span class="n">initial_states_fw</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
@@ -607,7 +607,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</h1><div clas
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html
similarity index 96%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html
index 773cbdc038..4a37187d6b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -414,7 +414,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">return</span> <span class="n">normalized</span>
 
 
-<div class="viewcode-block" id="CoupledInputForgetGateLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">CoupledInputForgetGateLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="CoupledInputForgetGateLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">CoupledInputForgetGateLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Long short-term memory unit (LSTM) recurrent network cell.</span>
 
 <span class="sd">    The default non-peephole implementation is based on:</span>
@@ -536,7 +536,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_output_size</span>
 
-<div class="viewcode-block" id="CoupledInputForgetGateLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="CoupledInputForgetGateLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of LSTM.</span>
 
 <span class="sd">        Args:</span>
@@ -641,7 +641,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">m</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="TimeFreqLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">TimeFreqLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="TimeFreqLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">TimeFreqLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Time-Frequency Long short-term memory unit (LSTM) recurrent network cell.</span>
 
 <span class="sd">    This implementation is based on:</span>
@@ -705,7 +705,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">state_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_state_size</span>
 
-<div class="viewcode-block" id="TimeFreqLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="TimeFreqLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of LSTM.</span>
 
 <span class="sd">        Args:</span>
@@ -815,7 +815,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">freq_inputs</span></div>
 
 
-<div class="viewcode-block" id="GridLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">GridLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="GridLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">GridLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Grid Long short-term memory unit (LSTM) recurrent network cell.</span>
 
 <span class="sd">    The default is based on:</span>
@@ -939,7 +939,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">state_tuple_type</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_state_tuple_type</span>
 
-<div class="viewcode-block" id="GridLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="GridLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of LSTM.</span>
 
 <span class="sd">        Args:</span>
@@ -1282,7 +1282,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">freq_inputs</span></div>
 
 
-<div class="viewcode-block" id="BidirectionalGridLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">BidirectionalGridLSTMCell</span><span class="p">(</span><span class="n">GridLSTMCell</span><span class="p">):</span>
+<div class="viewcode-block" id="BidirectionalGridLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">BidirectionalGridLSTMCell</span><span class="p">(</span><span class="n">GridLSTMCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Bidirectional GridLstm cell.</span>
 
 <span class="sd">    The bidirection connection is only used in the frequency direction, which</span>
@@ -1363,7 +1363,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
                 <span class="p">[</span><span class="n">num_units</span><span class="p">,</span> <span class="n">num_units</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">_total_blocks</span> <span class="o">*</span> <span class="mi">2</span><span class="p">))</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_output_size</span> <span class="o">=</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">num_units</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">_total_blocks</span> <span class="o">*</span> <span class="mi">2</span>
 
-<div class="viewcode-block" id="BidirectionalGridLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="BidirectionalGridLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of LSTM.</span>
 
 <span class="sd">        Args:</span>
@@ -1432,7 +1432,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 <span class="c1"># pylint: enable=protected-access</span>
 
 
-<div class="viewcode-block" id="AttentionCellWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper">[docs]</a><span class="k">class</span> <span class="nc">AttentionCellWrapper</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="AttentionCellWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper">[docs]</a><span class="k">class</span> <span class="nc">AttentionCellWrapper</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Basic attention cell wrapper.</span>
 
 <span class="sd">    Implementation based on https://arxiv.org/abs/1601.06733.</span>
@@ -1511,7 +1511,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_attn_size</span>
 
-<div class="viewcode-block" id="AttentionCellWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="AttentionCellWrapper.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Long short-term memory cell with attention (LSTMA).&quot;&quot;&quot;</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_state_is_tuple</span><span class="p">:</span>
             <span class="n">state</span><span class="p">,</span> <span class="n">attns</span><span class="p">,</span> <span class="n">attn_states</span> <span class="o">=</span> <span class="n">state</span>
@@ -1576,7 +1576,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
             <span class="k">return</span> <span class="n">new_attns</span><span class="p">,</span> <span class="n">new_attn_states</span></div>
 
 
-<div class="viewcode-block" id="HighwayWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper">[docs]</a><span class="k">class</span> <span class="nc">HighwayWrapper</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="HighwayWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper">[docs]</a><span class="k">class</span> <span class="nc">HighwayWrapper</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;RNNCell wrapper that adds highway connection on cell input and output.</span>
 
 <span class="sd">    Based on:</span>
@@ -1609,7 +1609,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">output_size</span>
 
-<div class="viewcode-block" id="HighwayWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
+<div class="viewcode-block" id="HighwayWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">ops</span><span class="o">.</span><span class="n">name_scope</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="o">+</span> <span class="s2">&quot;ZeroState&quot;</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="p">[</span><span class="n">batch_size</span><span class="p">]):</span>
             <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">zero_state</span><span class="p">(</span><span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">)</span></div>
 
@@ -1659,7 +1659,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="p">(</span><span class="n">res_outputs</span><span class="p">,</span> <span class="n">new_state</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="LayerNormBasicLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">LayerNormBasicLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="LayerNormBasicLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">LayerNormBasicLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;LSTM unit with layer normalization and recurrent dropout.</span>
 
 <span class="sd">    This class adds layer normalization and recurrent dropout to a</span>
@@ -1755,7 +1755,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
             <span class="n">out</span> <span class="o">=</span> <span class="n">nn_ops</span><span class="o">.</span><span class="n">bias_add</span><span class="p">(</span><span class="n">out</span><span class="p">,</span> <span class="n">bias</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">out</span>
 
-<div class="viewcode-block" id="LayerNormBasicLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="LayerNormBasicLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;LSTM cell with layer normalization and recurrent dropout.&quot;&quot;&quot;</span>
         <span class="n">c</span><span class="p">,</span> <span class="n">h</span> <span class="o">=</span> <span class="n">state</span>
         <span class="n">args</span> <span class="o">=</span> <span class="n">array_ops</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">inputs</span><span class="p">,</span> <span class="n">h</span><span class="p">],</span> <span class="mi">1</span><span class="p">)</span>
@@ -1783,7 +1783,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">new_h</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="NASCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell">[docs]</a><span class="k">class</span> <span class="nc">NASCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="NASCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell">[docs]</a><span class="k">class</span> <span class="nc">NASCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Neural Architecture Search (NAS) recurrent network cell.</span>
 
 <span class="sd">    This implements the recurrent cell from the paper:</span>
@@ -1835,7 +1835,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_output_size</span>
 
-<div class="viewcode-block" id="NASCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="NASCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="n">input_size</span> <span class="o">=</span> <span class="n">tensor_shape</span><span class="o">.</span><span class="n">dimension_value</span><span class="p">(</span>
             <span class="n">tensor_shape</span><span class="o">.</span><span class="n">TensorShape</span><span class="p">(</span><span class="n">inputs_shape</span><span class="p">)</span><span class="o">.</span><span class="n">with_rank</span><span class="p">(</span><span class="mi">2</span><span class="p">)[</span><span class="mi">1</span><span class="p">])</span>
         <span class="k">if</span> <span class="n">input_size</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
@@ -1862,7 +1862,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="NASCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="NASCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of NAS Cell.</span>
 
 <span class="sd">        Args:</span>
@@ -1939,7 +1939,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">new_m</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="UGRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell">[docs]</a><span class="k">class</span> <span class="nc">UGRNNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="UGRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell">[docs]</a><span class="k">class</span> <span class="nc">UGRNNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Update Gate Recurrent Neural Network (UGRNN) cell.</span>
 
 <span class="sd">    Compromise between a LSTM/GRU and a vanilla RNN.  There is only one</span>
@@ -1991,7 +1991,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span>
 
-<div class="viewcode-block" id="UGRNNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="UGRNNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of UGRNN.</span>
 
 <span class="sd">        Args:</span>
@@ -2033,7 +2033,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">new_output</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="IntersectionRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell">[docs]</a><span class="k">class</span> <span class="nc">IntersectionRNNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="IntersectionRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell">[docs]</a><span class="k">class</span> <span class="nc">IntersectionRNNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Intersection Recurrent Neural Network (+RNN) cell.</span>
 
 <span class="sd">    Architecture with coupled recurrent gate as well as coupled depth</span>
@@ -2100,7 +2100,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span>
 
-<div class="viewcode-block" id="IntersectionRNNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="IntersectionRNNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of the Intersection RNN.</span>
 
 <span class="sd">        Args:</span>
@@ -2166,7 +2166,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 <span class="n">_REGISTERED_OPS</span> <span class="o">=</span> <span class="kc">None</span>
 
 
-<div class="viewcode-block" id="CompiledWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper">[docs]</a><span class="k">class</span> <span class="nc">CompiledWrapper</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="CompiledWrapper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper">[docs]</a><span class="k">class</span> <span class="nc">CompiledWrapper</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Wraps step execution in an XLA JIT scope.&quot;&quot;&quot;</span>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cell</span><span class="p">,</span> <span class="n">compile_stateful</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
@@ -2188,7 +2188,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">output_size</span>
 
-<div class="viewcode-block" id="CompiledWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
+<div class="viewcode-block" id="CompiledWrapper.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">ops</span><span class="o">.</span><span class="n">name_scope</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="o">+</span> <span class="s2">&quot;ZeroState&quot;</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="p">[</span><span class="n">batch_size</span><span class="p">]):</span>
             <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cell</span><span class="o">.</span><span class="n">zero_state</span><span class="p">(</span><span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">)</span></div>
 
@@ -2232,7 +2232,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">return</span> <span class="n">_initializer</span>
 
 
-<div class="viewcode-block" id="PhasedLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">PhasedLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="PhasedLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">PhasedLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Phased LSTM recurrent network cell.</span>
 
 <span class="sd">    https://arxiv.org/pdf/1610.09513v1.pdf</span>
@@ -2303,7 +2303,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="n">cycle_ratio</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_mod</span><span class="p">(</span><span class="n">shifted_time</span><span class="p">,</span> <span class="n">period_casted</span><span class="p">)</span> <span class="o">/</span> <span class="n">period_casted</span>
         <span class="k">return</span> <span class="n">math_ops</span><span class="o">.</span><span class="n">cast</span><span class="p">(</span><span class="n">cycle_ratio</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtypes</span><span class="o">.</span><span class="n">float32</span><span class="p">)</span>
 
-<div class="viewcode-block" id="PhasedLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="PhasedLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Phased LSTM Cell.</span>
 
 <span class="sd">        Args:</span>
@@ -2384,7 +2384,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">new_h</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="ConvLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">ConvLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="ConvLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">ConvLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Convolutional LSTM recurrent network cell.</span>
 
 <span class="sd">    https://arxiv.org/pdf/1506.04214v1.pdf</span>
@@ -2450,7 +2450,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">state_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_state_size</span>
 
-<div class="viewcode-block" id="ConvLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">,</span> <span class="n">scope</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="ConvLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">,</span> <span class="n">scope</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="n">cell</span><span class="p">,</span> <span class="n">hidden</span> <span class="o">=</span> <span class="n">state</span>
         <span class="n">new_hidden</span> <span class="o">=</span> <span class="n">_conv</span><span class="p">([</span><span class="n">inputs</span><span class="p">,</span> <span class="n">hidden</span><span class="p">],</span> <span class="bp">self</span><span class="o">.</span><span class="n">_kernel_shape</span><span class="p">,</span>
                            <span class="mi">4</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">_output_channels</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_use_bias</span><span class="p">)</span>
@@ -2468,7 +2468,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">output</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="Conv1DLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">Conv1DLSTMCell</span><span class="p">(</span><span class="n">ConvLSTMCell</span><span class="p">):</span>
+<div class="viewcode-block" id="Conv1DLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">Conv1DLSTMCell</span><span class="p">(</span><span class="n">ConvLSTMCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;1D Convolutional LSTM recurrent network cell.</span>
 
 <span class="sd">    https://arxiv.org/pdf/1506.04214v1.pdf</span>
@@ -2479,7 +2479,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="nb">super</span><span class="p">(</span><span class="n">Conv1DLSTMCell</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">conv_ndims</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="Conv2DLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">Conv2DLSTMCell</span><span class="p">(</span><span class="n">ConvLSTMCell</span><span class="p">):</span>
+<div class="viewcode-block" id="Conv2DLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">Conv2DLSTMCell</span><span class="p">(</span><span class="n">ConvLSTMCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;2D Convolutional LSTM recurrent network cell.</span>
 
 <span class="sd">    https://arxiv.org/pdf/1506.04214v1.pdf</span>
@@ -2490,7 +2490,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="nb">super</span><span class="p">(</span><span class="n">Conv2DLSTMCell</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">conv_ndims</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="Conv3DLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">Conv3DLSTMCell</span><span class="p">(</span><span class="n">ConvLSTMCell</span><span class="p">):</span>
+<div class="viewcode-block" id="Conv3DLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">Conv3DLSTMCell</span><span class="p">(</span><span class="n">ConvLSTMCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;3D Convolutional LSTM recurrent network cell.</span>
 
 <span class="sd">    https://arxiv.org/pdf/1506.04214v1.pdf</span>
@@ -2565,7 +2565,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">return</span> <span class="n">res</span> <span class="o">+</span> <span class="n">bias_term</span>
 
 
-<div class="viewcode-block" id="GLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">GLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="GLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">GLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Group LSTM cell (G-LSTM).</span>
 
 <span class="sd">    The implementation is based on:</span>
@@ -2672,7 +2672,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
             <span class="n">size</span><span class="o">=</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_batch_size</span><span class="p">,</span> <span class="n">group_size</span><span class="p">],</span>
             <span class="n">name</span><span class="o">=</span><span class="p">(</span><span class="s2">&quot;GLSTM_group</span><span class="si">%d</span><span class="s2">_input_generation&quot;</span> <span class="o">%</span> <span class="n">group_id</span><span class="p">))</span>
 
-<div class="viewcode-block" id="GLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="GLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of G-LSTM.</span>
 
 <span class="sd">        Args:</span>
@@ -2785,7 +2785,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">m</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="LayerNormLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">LayerNormLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="LayerNormLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">LayerNormLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Long short-term memory unit (LSTM) recurrent network cell.</span>
 
 <span class="sd">    The default non-peephole implementation is based on:</span>
@@ -2960,7 +2960,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="k">return</span> <span class="n">res</span>
 
-<div class="viewcode-block" id="LayerNormLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="LayerNormLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of LSTM.</span>
 
 <span class="sd">        Args:</span>
@@ -3055,7 +3055,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">m</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="SRUCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell">[docs]</a><span class="k">class</span> <span class="nc">SRUCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="SRUCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell">[docs]</a><span class="k">class</span> <span class="nc">SRUCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;SRU, Simple Recurrent Unit.</span>
 
 <span class="sd">       Implementation based on</span>
@@ -3099,7 +3099,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span>
 
-<div class="viewcode-block" id="SRUCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="SRUCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="k">if</span> <span class="n">tensor_shape</span><span class="o">.</span><span class="n">dimension_value</span><span class="p">(</span><span class="n">inputs_shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
                 <span class="s2">&quot;Expected inputs.shape[-1] to be known, saw shape: </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="n">inputs_shape</span><span class="p">)</span>
@@ -3118,7 +3118,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">_built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="SRUCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="SRUCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Simple recurrent unit (SRU) with num_units cells.&quot;&quot;&quot;</span>
 
         <span class="n">U</span> <span class="o">=</span> <span class="n">math_ops</span><span class="o">.</span><span class="n">matmul</span><span class="p">(</span><span class="n">inputs</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_kernel</span><span class="p">)</span>  <span class="c1"># pylint: disable=invalid-name</span>
@@ -3136,7 +3136,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">h</span><span class="p">,</span> <span class="n">c</span></div></div>
 
 
-<div class="viewcode-block" id="WeightNormLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">WeightNormLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="WeightNormLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">WeightNormLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">RNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Weight normalized LSTM Cell. Adapted from `rnn_cell_impl.LSTMCell`.</span>
 
 <span class="sd">      The weight-norm implementation is based on:</span>
@@ -3323,7 +3323,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
             <span class="k">return</span> <span class="n">nn_ops</span><span class="o">.</span><span class="n">bias_add</span><span class="p">(</span><span class="n">res</span><span class="p">,</span> <span class="n">biases</span><span class="p">)</span>
 
-<div class="viewcode-block" id="WeightNormLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="WeightNormLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of LSTM.</span>
 
 <span class="sd">        Args:</span>
@@ -3400,7 +3400,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
             <span class="k">return</span> <span class="n">new_h</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="IndRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell">[docs]</a><span class="k">class</span> <span class="nc">IndRNNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="IndRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell">[docs]</a><span class="k">class</span> <span class="nc">IndRNNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Independently Recurrent Neural Network (IndRNN) cell</span>
 <span class="sd">      (cf. https://arxiv.org/abs/1803.04831).</span>
 
@@ -3439,7 +3439,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span>
 
-<div class="viewcode-block" id="IndRNNCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="IndRNNCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="k">if</span> <span class="n">tensor_shape</span><span class="o">.</span><span class="n">dimension_value</span><span class="p">(</span><span class="n">inputs_shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
                 <span class="s2">&quot;Expected inputs.shape[-1] to be known, saw shape: </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="n">inputs_shape</span><span class="p">)</span>
@@ -3462,7 +3462,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="IndRNNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="IndRNNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;IndRNN: output = new_state = act(W * input + u * state + B).&quot;&quot;&quot;</span>
 
         <span class="n">gate_inputs</span> <span class="o">=</span> <span class="n">math_ops</span><span class="o">.</span><span class="n">matmul</span><span class="p">(</span><span class="n">inputs</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_kernel_w</span><span class="p">)</span> <span class="o">+</span> <span class="p">(</span>
@@ -3472,7 +3472,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">output</span><span class="p">,</span> <span class="n">output</span></div></div>
 
 
-<div class="viewcode-block" id="IndyGRUCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell">[docs]</a><span class="k">class</span> <span class="nc">IndyGRUCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="IndyGRUCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell">[docs]</a><span class="k">class</span> <span class="nc">IndyGRUCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sa">r</span><span class="sd">&quot;&quot;&quot;Independently Gated Recurrent Unit cell.</span>
 
 <span class="sd">    Based on IndRNNs (https://arxiv.org/abs/1803.04831) and similar to GRUCell,</span>
@@ -3533,7 +3533,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span>
 
-<div class="viewcode-block" id="IndyGRUCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="IndyGRUCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="k">if</span> <span class="n">tensor_shape</span><span class="o">.</span><span class="n">dimension_value</span><span class="p">(</span><span class="n">inputs_shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
                 <span class="s2">&quot;Expected inputs.shape[-1] to be known, saw shape: </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="n">inputs_shape</span><span class="p">)</span>
@@ -3574,7 +3574,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="IndyGRUCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="IndyGRUCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Recurrently independent Gated Recurrent Unit (GRU) with nunits cells.&quot;&quot;&quot;</span>
 
         <span class="n">gate_inputs</span> <span class="o">=</span> <span class="n">math_ops</span><span class="o">.</span><span class="n">matmul</span><span class="p">(</span><span class="n">inputs</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_gate_kernel_w</span><span class="p">)</span> <span class="o">+</span> <span class="p">(</span>
@@ -3595,7 +3595,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">new_h</span><span class="p">,</span> <span class="n">new_h</span></div></div>
 
 
-<div class="viewcode-block" id="IndyLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">IndyLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="IndyLSTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell">[docs]</a><span class="k">class</span> <span class="nc">IndyLSTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sa">r</span><span class="sd">&quot;&quot;&quot;Basic IndyLSTM recurrent network cell.</span>
 
 <span class="sd">    Based on IndRNNs (https://arxiv.org/abs/1803.04831) and similar to</span>
@@ -3670,7 +3670,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_num_units</span>
 
-<div class="viewcode-block" id="IndyLSTMCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="IndyLSTMCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="k">if</span> <span class="n">tensor_shape</span><span class="o">.</span><span class="n">dimension_value</span><span class="p">(</span><span class="n">inputs_shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
                 <span class="s2">&quot;Expected inputs.shape[-1] to be known, saw shape: </span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="n">inputs_shape</span><span class="p">)</span>
@@ -3696,7 +3696,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="IndyLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="IndyLSTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Independent Long short-term memory cell (IndyLSTM).</span>
 
 <span class="sd">        Args:</span>
@@ -3734,12 +3734,12 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">new_h</span><span class="p">,</span> <span class="n">new_state</span></div></div>
 
 
-<div class="viewcode-block" id="NTMControllerState"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState">[docs]</a><span class="n">NTMControllerState</span> <span class="o">=</span> <span class="n">collections</span><span class="o">.</span><span class="n">namedtuple</span><span class="p">(</span>
+<div class="viewcode-block" id="NTMControllerState"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState">[docs]</a><span class="n">NTMControllerState</span> <span class="o">=</span> <span class="n">collections</span><span class="o">.</span><span class="n">namedtuple</span><span class="p">(</span>
     <span class="s2">&quot;NTMControllerState&quot;</span><span class="p">,</span>
     <span class="p">(</span><span class="s2">&quot;controller_state&quot;</span><span class="p">,</span> <span class="s2">&quot;read_vector_list&quot;</span><span class="p">,</span> <span class="s2">&quot;w_list&quot;</span><span class="p">,</span> <span class="s2">&quot;M&quot;</span><span class="p">,</span> <span class="s2">&quot;time&quot;</span><span class="p">))</span></div>
 
 
-<div class="viewcode-block" id="NTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell">[docs]</a><span class="k">class</span> <span class="nc">NTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="NTMCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell">[docs]</a><span class="k">class</span> <span class="nc">NTMCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Neural Turing Machine Cell with RNN controller.</span>
 
 <span class="sd">      Implementation based on:</span>
@@ -3830,7 +3830,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">output_dim</span>
 
-<div class="viewcode-block" id="NTMCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="NTMCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">output_dim</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">if</span> <span class="n">inputs_shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">value</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
                 <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
@@ -3891,7 +3891,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="NTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">prev_state</span><span class="p">):</span>
+<div class="viewcode-block" id="NTMCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">prev_state</span><span class="p">):</span>
         <span class="c1"># Addressing Mechanisms (Sec 3.3)</span>
 
         <span class="k">def</span> <span class="nf">_prev_read_vector_list_initial_value</span><span class="p">():</span>
@@ -4059,7 +4059,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="k">return</span> <span class="n">w</span>
 
-<div class="viewcode-block" id="NTMCell.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
+<div class="viewcode-block" id="NTMCell.zero_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state">[docs]</a>    <span class="k">def</span> <span class="nf">zero_state</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">,</span> <span class="n">dtype</span><span class="p">):</span>
         <span class="n">read_vector_list</span> <span class="o">=</span> <span class="p">[</span>
             <span class="n">array_ops</span><span class="o">.</span><span class="n">zeros</span><span class="p">([</span><span class="n">batch_size</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">memory_vector_dim</span><span class="p">])</span>
             <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">read_head_num</span><span class="p">)</span>
@@ -4082,7 +4082,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
             <span class="n">time</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span></div></div>
 
 
-<div class="viewcode-block" id="MinimalRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell">[docs]</a><span class="k">class</span> <span class="nc">MinimalRNNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="MinimalRNNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell">[docs]</a><span class="k">class</span> <span class="nc">MinimalRNNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;MinimalRNN cell.</span>
 
 <span class="sd">    The implementation is based on:</span>
@@ -4138,7 +4138,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">units</span>
 
-<div class="viewcode-block" id="MinimalRNNCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="MinimalRNNCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="k">if</span> <span class="n">inputs_shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Expected inputs.shape[-1] to be known, saw shape: </span><span class="si">%s</span><span class="s2">&quot;</span>
                              <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">inputs_shape</span><span class="p">))</span>
@@ -4158,7 +4158,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="MinimalRNNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="MinimalRNNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of MinimalRNN.</span>
 
 <span class="sd">        Args:</span>
@@ -4197,7 +4197,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <span class="k">return</span> <span class="n">new_h</span><span class="p">,</span> <span class="n">new_h</span></div></div>
 
 
-<div class="viewcode-block" id="CFNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell">[docs]</a><span class="k">class</span> <span class="nc">CFNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
+<div class="viewcode-block" id="CFNCell"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell">[docs]</a><span class="k">class</span> <span class="nc">CFNCell</span><span class="p">(</span><span class="n">rnn_cell_impl</span><span class="o">.</span><span class="n">LayerRNNCell</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Chaos Free Network cell.</span>
 
 <span class="sd">    The implementation is based on:</span>
@@ -4252,7 +4252,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
     <span class="k">def</span> <span class="nf">output_size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">units</span>
 
-<div class="viewcode-block" id="CFNCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
+<div class="viewcode-block" id="CFNCell.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs_shape</span><span class="p">):</span>
         <span class="k">if</span> <span class="n">inputs_shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Expected inputs.shape[-1] to be known, saw shape: </span><span class="si">%s</span><span class="s2">&quot;</span>
                              <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">inputs_shape</span><span class="p">))</span>
@@ -4278,7 +4278,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
 
         <span class="bp">self</span><span class="o">.</span><span class="n">built</span> <span class="o">=</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="CFNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
+<div class="viewcode-block" id="CFNCell.call"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call">[docs]</a>    <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">state</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Run one step of CFN.</span>
 
 <span class="sd">        Args:</span>
@@ -4368,7 +4368,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html
similarity index 91%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html
index cba847237e..48f1b6225b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -316,7 +316,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
 <span></span><span class="kn">import</span> <span class="nn">tensorflow</span> <span class="k">as</span> <span class="nn">tf</span>
 
 
-<div class="viewcode-block" id="AssertionModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel">[docs]</a><span class="k">class</span> <span class="nc">AssertionModel</span><span class="p">:</span>
+<div class="viewcode-block" id="AssertionModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel">[docs]</a><span class="k">class</span> <span class="nc">AssertionModel</span><span class="p">:</span>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">seq_max_len</span><span class="p">,</span> <span class="n">feat_size</span><span class="p">,</span> <span class="n">n_classes</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="s1">&#39;/cpu:0&#39;</span><span class="p">):</span>
         <span class="n">tf</span><span class="o">.</span><span class="n">reset_default_graph</span><span class="p">()</span>
@@ -338,7 +338,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
             <span class="n">config_proto</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">ConfigProto</span><span class="p">(</span><span class="n">log_device_placement</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">allow_soft_placement</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">gpu_options</span><span class="o">=</span><span class="n">gpu_options</span><span class="p">)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">sess</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">Session</span><span class="p">(</span><span class="n">config</span><span class="o">=</span><span class="n">config_proto</span><span class="p">)</span>
 
-<div class="viewcode-block" id="AssertionModel.fully_connected_layer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">[docs]</a>    <span class="k">def</span> <span class="nf">fully_connected_layer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_data</span><span class="p">,</span> <span class="n">output_dim</span><span class="p">,</span> <span class="n">activation_func</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.fully_connected_layer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">[docs]</a>    <span class="k">def</span> <span class="nf">fully_connected_layer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_data</span><span class="p">,</span> <span class="n">output_dim</span><span class="p">,</span> <span class="n">activation_func</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="n">input_dim</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">input_data</span><span class="o">.</span><span class="n">get_shape</span><span class="p">()[</span><span class="mi">1</span><span class="p">])</span>
             <span class="n">W</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">Variable</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">random_normal</span><span class="p">([</span><span class="n">input_dim</span><span class="p">,</span> <span class="n">output_dim</span><span class="p">]))</span>
@@ -348,7 +348,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
             <span class="k">else</span><span class="p">:</span>
                 <span class="k">return</span> <span class="n">tf</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">matmul</span><span class="p">(</span><span class="n">input_data</span><span class="p">,</span> <span class="n">W</span><span class="p">),</span> <span class="n">b</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;output&#39;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="AssertionModel.add_bidirectional_lstm"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">[docs]</a>    <span class="k">def</span> <span class="nf">add_bidirectional_lstm</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">n_hidden</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span> <span class="n">num_layers</span><span class="o">=</span><span class="mi">3</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.add_bidirectional_lstm"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">[docs]</a>    <span class="k">def</span> <span class="nf">add_bidirectional_lstm</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">n_hidden</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span> <span class="n">num_layers</span><span class="o">=</span><span class="mi">3</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="n">seq_max_len</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">x</span><span class="o">.</span><span class="n">get_shape</span><span class="p">()[</span><span class="mi">1</span><span class="p">]</span>
 
@@ -394,7 +394,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
             <span class="n">correct_pred</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">equal</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">argmax</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bi_lstm</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">tf</span><span class="o">.</span><span class="n">argmax</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">y</span><span class="p">,</span> <span class="mi">1</span><span class="p">))</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">match_count</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">reduce_sum</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">cast</span><span class="p">(</span><span class="n">correct_pred</span><span class="p">,</span> <span class="n">tf</span><span class="o">.</span><span class="n">float32</span><span class="p">),</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;training/match_count&#39;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="AssertionModel.add_optimizer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer">[docs]</a>    <span class="k">def</span> <span class="nf">add_optimizer</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.add_optimizer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer">[docs]</a>    <span class="k">def</span> <span class="nf">add_optimizer</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">variable_scope</span><span class="p">(</span><span class="s2">&quot;training&quot;</span><span class="p">):</span>
                 <span class="n">pred</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">bi_lstm</span>
@@ -407,7 +407,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
             <span class="c1"># Initialize the variables (i.e. assign their default value)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">init</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">global_variables_initializer</span><span class="p">()</span></div>
 
-<div class="viewcode-block" id="AssertionModel.train"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train">[docs]</a>    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">trainset</span><span class="p">,</span> <span class="n">testset</span><span class="p">,</span> <span class="n">epochs</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">64</span><span class="p">,</span> <span class="n">learning_rate</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span> <span class="n">dropout</span><span class="o">=</span><span class="mf">0.15</span><span class="p">,</span> <span class="n">epoch_acc</span><span class="o">=</span><span class="mi">7</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.train"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train">[docs]</a>    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">trainset</span><span class="p">,</span> <span class="n">testset</span><span class="p">,</span> <span class="n">epochs</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">64</span><span class="p">,</span> <span class="n">learning_rate</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span> <span class="n">dropout</span><span class="o">=</span><span class="mf">0.15</span><span class="p">,</span> <span class="n">epoch_acc</span><span class="o">=</span><span class="mi">7</span><span class="p">):</span>
         <span class="c1"># Run the initializer</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">sess</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">init</span><span class="p">)</span>
@@ -431,7 +431,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
 
             <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Optimization Finished!&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="AssertionModel.calc_accuracy"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy">[docs]</a>    <span class="k">def</span> <span class="nf">calc_accuracy</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.calc_accuracy"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy">[docs]</a>    <span class="k">def</span> <span class="nf">calc_accuracy</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
 
 <span class="w">        </span><span class="sd">&#39;&#39;&#39; Calculate accuracy on dataset &#39;&#39;&#39;</span>
 
@@ -447,7 +447,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
 
             <span class="k">return</span> <span class="n">global_matches</span> <span class="o">/</span> <span class="nb">float</span><span class="p">(</span><span class="n">dataset</span><span class="o">.</span><span class="n">size</span><span class="p">()[</span><span class="mi">0</span><span class="p">])</span></div>
 
-<div class="viewcode-block" id="AssertionModel.confusion_matrix"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix">[docs]</a>    <span class="k">def</span> <span class="nf">confusion_matrix</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">sess</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.confusion_matrix"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix">[docs]</a>    <span class="k">def</span> <span class="nf">confusion_matrix</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">sess</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="k">assert</span> <span class="p">(</span><span class="n">dataset</span><span class="o">.</span><span class="n">batch_id</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span>
 
@@ -483,7 +483,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
 
             <span class="k">return</span> <span class="n">matrix</span></div>
 
-<div class="viewcode-block" id="AssertionModel.persist_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph">[docs]</a>    <span class="k">def</span> <span class="nf">persist_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">filename</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionModel.persist_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph">[docs]</a>    <span class="k">def</span> <span class="nf">persist_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">filename</span><span class="p">):</span>
         <span class="c1"># Add ops to save and restore all the variables (not used here but we need it in the graph).</span>
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_device</span><span class="p">):</span>
             <span class="n">tf</span><span class="o">.</span><span class="n">train</span><span class="o">.</span><span class="n">Saver</span><span class="p">()</span>
@@ -532,7 +532,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_mo
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html
similarity index 92%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html
index 182664022b..3a2a3a02d6 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -321,7 +321,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetf
 <span class="kn">from</span> <span class="nn">.settings</span> <span class="kn">import</span> <span class="n">Settings</span><span class="p">,</span> <span class="n">MODEL_OPS</span><span class="p">,</span> <span class="n">MODEL_TENSORS</span><span class="p">,</span> <span class="n">RUN_TYPES</span>
 
 
-<div class="viewcode-block" id="BaseTFModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel">[docs]</a><span class="k">class</span> <span class="nc">BaseTFModel</span><span class="p">:</span>
+<div class="viewcode-block" id="BaseTFModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel">[docs]</a><span class="k">class</span> <span class="nc">BaseTFModel</span><span class="p">:</span>
     <span class="n">_model_id</span> <span class="o">=</span> <span class="kc">None</span>
     <span class="n">_graph</span> <span class="o">=</span> <span class="kc">None</span>
 
@@ -369,7 +369,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetf
     <span class="k">def</span> <span class="nf">_get_feed</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">run_type</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{}</span>
 
-<div class="viewcode-block" id="BaseTFModel.get_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph">[docs]</a>    <span class="k">def</span> <span class="nf">get_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.get_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph">[docs]</a>    <span class="k">def</span> <span class="nf">get_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_graph</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;the model is not built&#39;</span><span class="p">)</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_graph</span></div>
@@ -377,10 +377,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetf
     <span class="k">def</span> <span class="nf">_set_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">graph</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_graph</span> <span class="o">=</span> <span class="n">graph</span>
 
-<div class="viewcode-block" id="BaseTFModel.is_built"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built">[docs]</a>    <span class="k">def</span> <span class="nf">is_built</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.is_built"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built">[docs]</a>    <span class="k">def</span> <span class="nf">is_built</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_graph</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.export_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph">[docs]</a>    <span class="k">def</span> <span class="nf">export_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.export_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph">[docs]</a>    <span class="k">def</span> <span class="nf">export_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
         <span class="c1"># Save TF graph</span>
 
         <span class="n">tf</span><span class="o">.</span><span class="n">io</span><span class="o">.</span><span class="n">write_graph</span><span class="p">(</span>
@@ -389,7 +389,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetf
             <span class="n">model_filename</span><span class="p">,</span>
             <span class="kc">False</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.generate_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch">[docs]</a>    <span class="k">def</span> <span class="nf">generate_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">outputs</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.generate_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch">[docs]</a>    <span class="k">def</span> <span class="nf">generate_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">,</span> <span class="n">outputs</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
 
         <span class="c1"># generate randomization</span>
         <span class="n">permutation</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">permutation</span><span class="p">(</span><span class="n">inputs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
@@ -413,7 +413,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetf
 
         <span class="k">return</span> <span class="n">feed</span>
 
-<div class="viewcode-block" id="BaseTFModel.fit_dataset"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">[docs]</a>    <span class="k">def</span> <span class="nf">fit_dataset</span><span class="p">(</span>
+<div class="viewcode-block" id="BaseTFModel.fit_dataset"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">[docs]</a>    <span class="k">def</span> <span class="nf">fit_dataset</span><span class="p">(</span>
             <span class="bp">self</span><span class="p">,</span>
             <span class="n">training_set</span><span class="p">,</span>
             <span class="n">validation_set</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
@@ -498,7 +498,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetf
             <span class="k">if</span> <span class="n">progresstracker</span><span class="p">:</span>
                 <span class="n">progresstracker</span><span class="o">.</span><span class="n">on_training_end</span><span class="p">()</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.load_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph">[docs]</a>    <span class="k">def</span> <span class="nf">load_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">models_dir</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.load_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph">[docs]</a>    <span class="k">def</span> <span class="nf">load_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">models_dir</span><span class="p">):</span>
         <span class="n">model_path</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">/</span><span class="si">{}</span><span class="s2">.pb&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">models_dir</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_model_id</span><span class="p">)</span>
 
         <span class="n">tf</span><span class="o">.</span><span class="n">reset_default_graph</span><span class="p">()</span>
@@ -515,10 +515,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetf
 
             <span class="bp">self</span><span class="o">.</span><span class="n">_set_graph</span><span class="p">(</span><span class="n">session</span><span class="o">.</span><span class="n">graph</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
         <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Built method not implemented for bas class!&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="BaseTFModel.run_tests"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests">[docs]</a>    <span class="k">def</span> <span class="nf">run_tests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<div class="viewcode-block" id="BaseTFModel.run_tests"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests">[docs]</a>    <span class="k">def</span> <span class="nf">run_tests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
         <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Tests not implemented for base class!&quot;</span><span class="p">)</span></div>
 
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_id</span><span class="p">):</span>
@@ -567,7 +567,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetf
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model.html
similarity index 93%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model.html
index 8a59400c1a..6d5dd9bc64 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,14 +318,14 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_
 <span class="kn">from</span> <span class="nn">generic_classifier_model</span> <span class="kn">import</span> <span class="n">GenericClassifierModel</span>
 <span class="kn">from</span> <span class="nn">settings</span> <span class="kn">import</span> <span class="n">Settings</span>
 
-<div class="viewcode-block" id="build_params"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params">[docs]</a><span class="n">build_params</span> <span class="o">=</span> <span class="p">{</span>
+<div class="viewcode-block" id="build_params"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params">[docs]</a><span class="n">build_params</span> <span class="o">=</span> <span class="p">{</span>
     <span class="s2">&quot;hidden_layers&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">400</span><span class="p">,</span> <span class="mi">200</span><span class="p">,</span> <span class="mi">100</span><span class="p">,</span> <span class="mi">50</span><span class="p">],</span>
     <span class="s2">&quot;hidden_act&quot;</span><span class="p">:</span> <span class="s2">&quot;relu&quot;</span><span class="p">,</span>
     <span class="s2">&quot;input_dim&quot;</span><span class="p">:</span> <span class="mi">20</span><span class="p">,</span>
     <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="mi">10</span><span class="p">,</span></div>
 <span class="p">}</span>
 
-<div class="viewcode-block" id="model"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model">[docs]</a><span class="n">model</span> <span class="o">=</span> <span class="n">GenericClassifierModel</span><span class="p">()</span></div>
+<div class="viewcode-block" id="model"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model">[docs]</a><span class="n">model</span> <span class="o">=</span> <span class="n">GenericClassifierModel</span><span class="p">()</span></div>
 
 <span class="n">model</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="n">build_params</span><span class="p">)</span>
 
@@ -376,7 +376,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model.html
similarity index 95%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model.html
index 0b81df8119..1e4aefa635 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -323,9 +323,9 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generi
 <span class="kn">from</span> <span class="nn">.settings</span> <span class="kn">import</span> <span class="n">Settings</span><span class="p">,</span> <span class="n">RUN_TYPES</span><span class="p">,</span> <span class="n">MODEL_TENSORS</span>
 
 
-<div class="viewcode-block" id="GenericClassifierModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel">[docs]</a><span class="k">class</span> <span class="nc">GenericClassifierModel</span><span class="p">(</span><span class="n">BaseTFModel</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel">[docs]</a><span class="k">class</span> <span class="nc">GenericClassifierModel</span><span class="p">(</span><span class="n">BaseTFModel</span><span class="p">):</span>
 
-<div class="viewcode-block" id="GenericClassifierModel.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierModel.build"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">params</span><span class="p">):</span>
 
         <span class="bp">self</span><span class="o">.</span><span class="n">__inputDim</span> <span class="o">=</span> <span class="n">params</span><span class="p">[</span><span class="s2">&quot;input_dim&quot;</span><span class="p">]</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">__outputDim</span> <span class="o">=</span> <span class="n">params</span><span class="p">[</span><span class="s2">&quot;output_dim&quot;</span><span class="p">]</span>
@@ -486,10 +486,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generi
             <span class="n">learning_rate</span><span class="o">=</span><span class="mf">0.0001</span><span class="p">,</span>
             <span class="n">verbose</span><span class="o">=</span><span class="n">verbose</span><span class="p">)</span>
 
-<div class="viewcode-block" id="GenericClassifierModel.run_tests"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">[docs]</a>    <span class="k">def</span> <span class="nf">run_tests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierModel.run_tests"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">[docs]</a>    <span class="k">def</span> <span class="nf">run_tests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_train_test</span><span class="p">(</span><span class="n">verbose</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="GenericClassifierModel.export_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">[docs]</a>    <span class="k">def</span> <span class="nf">export_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierModel.export_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">[docs]</a>    <span class="k">def</span> <span class="nf">export_graph</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 
         <span class="nb">super</span><span class="p">(</span><span class="n">GenericClassifierModel</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">export_graph</span><span class="p">(</span><span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">)</span></div>
 
@@ -544,7 +544,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html
similarity index 87%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html
index e0bc63550a..25e4a17d79 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -317,14 +317,14 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progre
 <span class="kn">import</span> <span class="nn">sys</span>
 
 
-<div class="viewcode-block" id="ProgressTracker"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker">[docs]</a><span class="k">class</span> <span class="nc">ProgressTracker</span><span class="p">:</span>
-<div class="viewcode-block" id="ProgressTracker.on_training_start"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start">[docs]</a>    <span class="k">def</span> <span class="nf">on_training_start</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model</span><span class="p">,</span> <span class="n">epochs_n</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker">[docs]</a><span class="k">class</span> <span class="nc">ProgressTracker</span><span class="p">:</span>
+<div class="viewcode-block" id="ProgressTracker.on_training_start"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start">[docs]</a>    <span class="k">def</span> <span class="nf">on_training_start</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model</span><span class="p">,</span> <span class="n">epochs_n</span><span class="p">):</span>
         <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Training </span><span class="si">{}</span><span class="s2">, </span><span class="si">{}</span><span class="s2"> epochs</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">epochs_n</span><span class="p">))</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.on_training_end"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end">[docs]</a>    <span class="k">def</span> <span class="nf">on_training_end</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.on_training_end"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end">[docs]</a>    <span class="k">def</span> <span class="nf">on_training_end</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">Training completed.&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.on_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch">[docs]</a>    <span class="k">def</span> <span class="nf">on_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">loss</span><span class="p">,</span> <span class="n">accuracy</span><span class="p">,</span> <span class="n">is_validation</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.on_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch">[docs]</a>    <span class="k">def</span> <span class="nf">on_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">loss</span><span class="p">,</span> <span class="n">accuracy</span><span class="p">,</span> <span class="n">is_validation</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">is_validation</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_loss_accum</span> <span class="o">+=</span> <span class="n">loss</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_acc_accum</span> <span class="o">+=</span> <span class="n">accuracy</span>
@@ -335,7 +335,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progre
             <span class="bp">self</span><span class="o">.</span><span class="n">_val_acc_accum</span> <span class="o">+=</span> <span class="n">accuracy</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_val_batch_i</span> <span class="o">+=</span> <span class="mi">1</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.on_epoch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch">[docs]</a>    <span class="k">def</span> <span class="nf">on_epoch</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.on_epoch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch">[docs]</a>    <span class="k">def</span> <span class="nf">on_epoch</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_epoch_i</span> <span class="o">+=</span> <span class="mi">1</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">print_progress</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
 
@@ -344,10 +344,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progre
 
         <span class="bp">self</span><span class="o">.</span><span class="n">_batch_i</span> <span class="o">=</span> <span class="mi">0</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.get_report_interval"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval">[docs]</a>    <span class="k">def</span> <span class="nf">get_report_interval</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.get_report_interval"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval">[docs]</a>    <span class="k">def</span> <span class="nf">get_report_interval</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_report_interval</span></div>
 
-<div class="viewcode-block" id="ProgressTracker.print_progress"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress">[docs]</a>    <span class="k">def</span> <span class="nf">print_progress</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">end_of_epoch</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<div class="viewcode-block" id="ProgressTracker.print_progress"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress">[docs]</a>    <span class="k">def</span> <span class="nf">print_progress</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">end_of_epoch</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
 
         <span class="k">if</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_batches_n</span><span class="p">):</span>
             <span class="n">epoch_progress</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">%&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
@@ -427,7 +427,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progre
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html
similarity index 73%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html
index 59c03dfbf2..2d496137dd 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,33 +318,33 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settin
 <span class="kn">from</span> <span class="nn">enum</span> <span class="kn">import</span> <span class="n">Enum</span>
 
 
-<div class="viewcode-block" id="MODEL_OPS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS">[docs]</a><span class="k">class</span> <span class="nc">MODEL_OPS</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
-<div class="viewcode-block" id="MODEL_OPS.INIT"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT">[docs]</a>    <span class="n">INIT</span> <span class="o">=</span> <span class="mi">10</span></div>
-<div class="viewcode-block" id="MODEL_OPS.TRAIN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN">[docs]</a>    <span class="n">TRAIN</span> <span class="o">=</span> <span class="mi">11</span></div></div>
+<div class="viewcode-block" id="MODEL_OPS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS">[docs]</a><span class="k">class</span> <span class="nc">MODEL_OPS</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
+<div class="viewcode-block" id="MODEL_OPS.INIT"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT">[docs]</a>    <span class="n">INIT</span> <span class="o">=</span> <span class="mi">10</span></div>
+<div class="viewcode-block" id="MODEL_OPS.TRAIN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN">[docs]</a>    <span class="n">TRAIN</span> <span class="o">=</span> <span class="mi">11</span></div></div>
 
 
-<div class="viewcode-block" id="MODEL_TENSORS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS">[docs]</a><span class="k">class</span> <span class="nc">MODEL_TENSORS</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
-<div class="viewcode-block" id="MODEL_TENSORS.LOSS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS">[docs]</a>    <span class="n">LOSS</span> <span class="o">=</span> <span class="mi">100</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.ACC"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC">[docs]</a>    <span class="n">ACC</span> <span class="o">=</span> <span class="mi">101</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.INPUTS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS">[docs]</a>    <span class="n">INPUTS</span> <span class="o">=</span> <span class="mi">102</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.TARGETS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS">[docs]</a>    <span class="n">TARGETS</span> <span class="o">=</span> <span class="mi">103</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.OUTPUTS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">[docs]</a>    <span class="n">OUTPUTS</span> <span class="o">=</span> <span class="mi">104</span></div>
-<div class="viewcode-block" id="MODEL_TENSORS.LEARNING_RATE"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">[docs]</a>    <span class="n">LEARNING_RATE</span> <span class="o">=</span> <span class="mi">105</span></div></div>
+<div class="viewcode-block" id="MODEL_TENSORS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS">[docs]</a><span class="k">class</span> <span class="nc">MODEL_TENSORS</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
+<div class="viewcode-block" id="MODEL_TENSORS.LOSS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS">[docs]</a>    <span class="n">LOSS</span> <span class="o">=</span> <span class="mi">100</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.ACC"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC">[docs]</a>    <span class="n">ACC</span> <span class="o">=</span> <span class="mi">101</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.INPUTS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS">[docs]</a>    <span class="n">INPUTS</span> <span class="o">=</span> <span class="mi">102</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.TARGETS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS">[docs]</a>    <span class="n">TARGETS</span> <span class="o">=</span> <span class="mi">103</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.OUTPUTS"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">[docs]</a>    <span class="n">OUTPUTS</span> <span class="o">=</span> <span class="mi">104</span></div>
+<div class="viewcode-block" id="MODEL_TENSORS.LEARNING_RATE"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">[docs]</a>    <span class="n">LEARNING_RATE</span> <span class="o">=</span> <span class="mi">105</span></div></div>
 
 
-<div class="viewcode-block" id="RUN_TYPES"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES">[docs]</a><span class="k">class</span> <span class="nc">RUN_TYPES</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
-<div class="viewcode-block" id="RUN_TYPES.TRAIN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN">[docs]</a>    <span class="n">TRAIN</span> <span class="o">=</span> <span class="mi">0</span></div>
-<div class="viewcode-block" id="RUN_TYPES.EVALUATE"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE">[docs]</a>    <span class="n">EVALUATE</span> <span class="o">=</span> <span class="mi">0</span></div>
-<div class="viewcode-block" id="RUN_TYPES.PREDICT"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT">[docs]</a>    <span class="n">PREDICT</span> <span class="o">=</span> <span class="mi">0</span></div></div>
+<div class="viewcode-block" id="RUN_TYPES"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES">[docs]</a><span class="k">class</span> <span class="nc">RUN_TYPES</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span>
+<div class="viewcode-block" id="RUN_TYPES.TRAIN"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN">[docs]</a>    <span class="n">TRAIN</span> <span class="o">=</span> <span class="mi">0</span></div>
+<div class="viewcode-block" id="RUN_TYPES.EVALUATE"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE">[docs]</a>    <span class="n">EVALUATE</span> <span class="o">=</span> <span class="mi">0</span></div>
+<div class="viewcode-block" id="RUN_TYPES.PREDICT"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT">[docs]</a>    <span class="n">PREDICT</span> <span class="o">=</span> <span class="mi">0</span></div></div>
 
 
-<div class="viewcode-block" id="Settings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings">[docs]</a><span class="k">class</span> <span class="nc">Settings</span><span class="p">:</span>
-<div class="viewcode-block" id="Settings.DATASETS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR">[docs]</a>    <span class="n">DATASETS_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="vm">__file__</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot;/../../test_jsl/resources/&quot;</span><span class="p">)</span></div>
-<div class="viewcode-block" id="Settings.MODELS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR">[docs]</a>    <span class="n">MODELS_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span>
+<div class="viewcode-block" id="Settings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings">[docs]</a><span class="k">class</span> <span class="nc">Settings</span><span class="p">:</span>
+<div class="viewcode-block" id="Settings.DATASETS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR">[docs]</a>    <span class="n">DATASETS_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="vm">__file__</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot;/../../test_jsl/resources/&quot;</span><span class="p">)</span></div>
+<div class="viewcode-block" id="Settings.MODELS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR">[docs]</a>    <span class="n">MODELS_DIR</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span>
         <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="vm">__file__</span><span class="p">))</span> <span class="o">+</span> <span class="s2">&quot;/../../../src/main/resources/genericclassifier/&quot;</span><span class="p">)</span></div>
-<div class="viewcode-block" id="Settings.LOGS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR">[docs]</a>    <span class="n">LOGS_DIR</span> <span class="o">=</span> <span class="s2">&quot;/tmp/genericclassifier&quot;</span></div>
+<div class="viewcode-block" id="Settings.LOGS_DIR"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR">[docs]</a>    <span class="n">LOGS_DIR</span> <span class="o">=</span> <span class="s2">&quot;/tmp/genericclassifier&quot;</span></div>
 
-<div class="viewcode-block" id="Settings.DEFAULT_MODEL_NODE_NAMES"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">[docs]</a>    <span class="n">DEFAULT_MODEL_NODE_NAMES</span> <span class="o">=</span> <span class="p">{</span>
+<div class="viewcode-block" id="Settings.DEFAULT_MODEL_NODE_NAMES"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">[docs]</a>    <span class="n">DEFAULT_MODEL_NODE_NAMES</span> <span class="o">=</span> <span class="p">{</span>
         <span class="n">MODEL_OPS</span><span class="o">.</span><span class="n">INIT</span><span class="p">:</span> <span class="s2">&quot;init&quot;</span><span class="p">,</span>
         <span class="n">MODEL_OPS</span><span class="o">.</span><span class="n">TRAIN</span><span class="p">:</span> <span class="s2">&quot;optimizer&quot;</span><span class="p">,</span>
         <span class="n">MODEL_TENSORS</span><span class="o">.</span><span class="n">LOSS</span><span class="p">:</span> <span class="s2">&quot;loss:0&quot;</span><span class="p">,</span>
@@ -398,7 +398,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html
similarity index 85%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html
index 81ce23a287..40215ae91d 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders';</script>
     <link rel="shortcut icon" href="../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
@@ -320,7 +320,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 <span class="kn">from</span> <span class="nn">sparknlp_jsl.internal</span> <span class="kn">import</span> <span class="n">_HadoopOperations</span>
 
 
-<div class="viewcode-block" id="WrongTFVersion"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion">[docs]</a><span class="k">class</span> <span class="nc">WrongTFVersion</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
+<div class="viewcode-block" id="WrongTFVersion"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion">[docs]</a><span class="k">class</span> <span class="nc">WrongTFVersion</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Exception raised for not-supported Tensorflow versions.</span>
 
 <span class="sd">    Currently supported versions are 1.15 and 2.xx.</span>
@@ -329,7 +329,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
     <span class="k">pass</span></div>
 
 
-<div class="viewcode-block" id="TFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">TFGraphBuilder</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">TFGraphBuilder</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Generic class to create the tensorflow graphs for &#39;ner_dl&#39;, &#39;generic_classifier&#39;,</span>
 <span class="sd">    &#39;assertion_dl&#39;, &#39;relation_extraction&#39; annotators in Healthcare NLP.</span>
@@ -341,7 +341,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="TFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns if the model can be saved with an auto-generated file name.</span>
 
@@ -352,7 +352,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="kc">False</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Returns the model file name.</span>
 
@@ -365,7 +365,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Not implemented.&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.check_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">check_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.check_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">check_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Checks if the build parameters are valid.</span>
 
 <span class="sd">        Raises</span>
@@ -384,7 +384,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
                         <span class="sa">f</span><span class="s2">&quot;You need to specify a value for </span><span class="si">{</span><span class="n">req_param</span><span class="si">}</span><span class="s2"> in the build parameters.&quot;</span></div>
                     <span class="p">)</span>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the build parameters.</span>
 
 <span class="sd">        Returns</span>
@@ -395,7 +395,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">__build_params</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_build_params_with_defaults"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_params_with_defaults</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_build_params_with_defaults"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_params_with_defaults</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the build parameters with the default values.</span>
 
 <span class="sd">        Returns</span>
@@ -415,7 +415,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 
         <span class="k">return</span> <span class="n">build_params</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_build_param"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_param</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">build_param</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Any</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_build_param"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param">[docs]</a>    <span class="k">def</span> <span class="nf">get_build_param</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">build_param</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Any</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the value of the given build parameter.</span>
 
 <span class="sd">        Parameters</span>
@@ -448,7 +448,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 
         <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No value for </span><span class="si">{</span><span class="n">build_param</span><span class="si">}</span><span class="s2"> found.&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the build parameters for the model.</span>
 
 <span class="sd">        This class method needs to be overridden in the child classes.</span>
@@ -461,7 +461,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</span> <span class="p">{}</span></div>
 
-<div class="viewcode-block" id="TFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
+<div class="viewcode-block" id="TFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the explanations for the build parameters for the model.</span>
 
 <span class="sd">        This class method needs to be overridden in the child classes.</span>
@@ -478,7 +478,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
         <span class="bp">self</span><span class="o">.</span><span class="n">__build_params</span> <span class="o">=</span> <span class="n">build_params</span></div>
 
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">GenericClassifierTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">GenericClassifierTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to create the the TF graphs for GenericClassifierApproach.</span>
 <span class="sd">    Extends the TFGraphBuilder base class.</span>
@@ -517,16 +517,16 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="s2">&quot;gcl.</span><span class="si">{}</span><span class="s2">.</span><span class="si">{}</span><span class="s2">.pb&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;input_dim&quot;</span><span class="p">),</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;output_dim&quot;</span><span class="p">),</span></div>
         <span class="p">)</span>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{</span>
             <span class="s2">&quot;hidden_layers&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">200</span><span class="p">],</span>
             <span class="s2">&quot;input_dim&quot;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>
@@ -537,7 +537,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="s2">&quot;batch_norm&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{</span>
             <span class="s2">&quot;hidden_layers&quot;</span><span class="p">:</span> <span class="s2">&quot;List of integers indicating the size of each hidden layer. For example: [100, 200, 300].&quot;</span><span class="p">,</span>
             <span class="s2">&quot;input_dim&quot;</span><span class="p">:</span> <span class="s2">&quot;Input dimension.&quot;</span><span class="p">,</span>
@@ -548,7 +548,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="s2">&quot;batch_norm&quot;</span><span class="p">:</span> <span class="s2">&quot;Batch normalization. Boolean (0 or 1).&quot;</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
+<div class="viewcode-block" id="GenericClassifierTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
         <span class="kn">from</span> <span class="nn">.generic_classifier.generic_classifier_model</span> <span class="kn">import</span> <span class="n">GenericClassifierModel</span>
 
         <span class="n">model</span> <span class="o">=</span> <span class="n">GenericClassifierModel</span><span class="p">()</span>
@@ -569,7 +569,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="p">)</span>
 
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">AssertionTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">AssertionTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to build the the TF graphs for AssertionDLApproach</span>
 
@@ -601,15 +601,15 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="s2">&quot;blstm_34_32_30_</span><span class="si">{}</span><span class="s2">_</span><span class="si">{}</span><span class="s2">.pb&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;feat_size&quot;</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;n_classes&quot;</span><span class="p">)</span></div>
         <span class="p">)</span>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{</span>
             <span class="s2">&quot;max_seq_len&quot;</span><span class="p">:</span> <span class="mi">250</span><span class="p">,</span>
             <span class="s2">&quot;feat_size&quot;</span><span class="p">:</span> <span class="mi">200</span><span class="p">,</span>
@@ -618,7 +618,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="s2">&quot;n_hidden&quot;</span><span class="p">:</span> <span class="mi">34</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{</span>
             <span class="s2">&quot;max_seq_len&quot;</span><span class="p">:</span> <span class="s2">&quot;Maximum sequence length.&quot;</span><span class="p">,</span>
             <span class="s2">&quot;feat_size&quot;</span><span class="p">:</span> <span class="s2">&quot;Feature size.&quot;</span><span class="p">,</span>
@@ -627,7 +627,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="s2">&quot;n_hidden&quot;</span><span class="p">:</span> <span class="s2">&quot;Number of hidden units.&quot;</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="AssertionTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
+<div class="viewcode-block" id="AssertionTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
         <span class="kn">from</span> <span class="nn">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</span> <span class="kn">import</span> <span class="p">(</span>
             <span class="n">AssertionModel</span><span class="p">,</span>
         <span class="p">)</span>
@@ -659,7 +659,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="p">)</span>
 
 
-<div class="viewcode-block" id="NerTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">NerTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="NerTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">NerTFGraphBuilder</span><span class="p">(</span><span class="n">TFGraphBuilder</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to build the the TF graphs for MedicalNerApproach.</span>
 
@@ -692,10 +692,10 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.supports_auto_file_name"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name">[docs]</a>    <span class="k">def</span> <span class="nf">supports_auto_file_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="kc">True</span></div>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="s2">&quot;blstm_</span><span class="si">{}</span><span class="s2">_</span><span class="si">{}</span><span class="s2">_</span><span class="si">{}</span><span class="s2">_</span><span class="si">{}</span><span class="s2">.pb&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;ntags&quot;</span><span class="p">),</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;embeddings_dim&quot;</span><span class="p">),</span>
@@ -703,7 +703,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;nchars&quot;</span><span class="p">),</span></div>
         <span class="p">)</span>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.get_model_build_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{</span>
             <span class="s2">&quot;ntags&quot;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>
             <span class="s2">&quot;embeddings_dim&quot;</span><span class="p">:</span> <span class="mi">200</span><span class="p">,</span>
@@ -713,7 +713,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="s2">&quot;is_medical&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.get_model_build_param_explanations"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_build_param_explanations</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{</span>
             <span class="s2">&quot;ntags&quot;</span><span class="p">:</span> <span class="s2">&quot;Number of tags.&quot;</span><span class="p">,</span>
             <span class="s2">&quot;embeddings_dim&quot;</span><span class="p">:</span> <span class="s2">&quot;Embeddings dimension.&quot;</span><span class="p">,</span>
@@ -723,7 +723,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="s2">&quot;is_medical&quot;</span><span class="p">:</span> <span class="s2">&quot;Build a Medical Ner graph.&quot;</span><span class="p">,</span></div>
         <span class="p">}</span>
 
-<div class="viewcode-block" id="NerTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
+<div class="viewcode-block" id="NerTFGraphBuilder.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="p">):</span>
         <span class="kn">from</span> <span class="nn">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</span> <span class="kn">import</span> <span class="n">create_graph</span>
 
         <span class="k">if</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;(\w+)://.*&quot;</span><span class="p">,</span> <span class="n">model_location</span><span class="p">):</span>
@@ -755,7 +755,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
             <span class="p">)</span>
 
 
-<div class="viewcode-block" id="RelationExtractionTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">RelationExtractionTFGraphBuilder</span><span class="p">(</span><span class="n">GenericClassifierTFGraphBuilder</span><span class="p">):</span>
+<div class="viewcode-block" id="RelationExtractionTFGraphBuilder"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder">[docs]</a><span class="k">class</span> <span class="nc">RelationExtractionTFGraphBuilder</span><span class="p">(</span><span class="n">GenericClassifierTFGraphBuilder</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to build the the TF graphs for RelationExtractionApproach</span>
 
@@ -783,14 +783,14 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
 
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="RelationExtractionTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="RelationExtractionTFGraphBuilder.get_model_filename"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">[docs]</a>    <span class="k">def</span> <span class="nf">get_model_filename</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="s2">&quot;rel_e.in</span><span class="si">{}</span><span class="s2">.out</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;input_dim&quot;</span><span class="p">),</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">get_build_param</span><span class="p">(</span><span class="s2">&quot;output_dim&quot;</span><span class="p">),</span></div></div>
         <span class="p">)</span>
 
 
-<div class="viewcode-block" id="TFGraphBuilderFactory"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory">[docs]</a><span class="k">class</span> <span class="nc">TFGraphBuilderFactory</span><span class="p">:</span>
+<div class="viewcode-block" id="TFGraphBuilderFactory"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory">[docs]</a><span class="k">class</span> <span class="nc">TFGraphBuilderFactory</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Factory class to create the the different tensorflow graphs for ner_dl, generic_classifier, assertion_dl, relation_extraction annotators in spark-nlp healthcare</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -803,7 +803,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
     <span class="p">}</span>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="TFGraphBuilderFactory.get_models"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models">[docs]</a>    <span class="k">def</span> <span class="nf">get_models</span><span class="p">():</span>
+<div class="viewcode-block" id="TFGraphBuilderFactory.get_models"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models">[docs]</a>    <span class="k">def</span> <span class="nf">get_models</span><span class="p">():</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Method that return the available tf models in  spark-nlp healthcare</span>
 
@@ -816,7 +816,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
         <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="n">TFGraphBuilderFactory</span><span class="o">.</span><span class="n">__model_builders</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="TFGraphBuilderFactory.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="n">model_name</span><span class="p">,</span> <span class="n">build_params</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="TFGraphBuilderFactory.build"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build">[docs]</a>    <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="n">model_name</span><span class="p">,</span> <span class="n">build_params</span><span class="p">,</span> <span class="n">model_location</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Method that create the tf graph.</span>
 
@@ -878,7 +878,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
         <span class="p">)</span>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="TFGraphBuilderFactory.print_model_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params">[docs]</a>    <span class="k">def</span> <span class="nf">print_model_params</span><span class="p">(</span><span class="n">model_name</span><span class="p">):</span>
+<div class="viewcode-block" id="TFGraphBuilderFactory.print_model_params"><a class="viewcode-back" href="../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params">[docs]</a>    <span class="k">def</span> <span class="nf">print_model_params</span><span class="p">(</span><span class="n">model_name</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Method that return the params allowed for the tf model.This method return the params with the description for every param.</span>
 
@@ -964,7 +964,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.graph_builders</h1><div c
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph.html
similarity index 96%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph.html
index adc8ce5571..af52702fd9 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,7 +318,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</h1><
 <span class="kn">from</span> <span class="nn">.ner_model</span> <span class="kn">import</span> <span class="n">NerModel</span>
 
 
-<div class="viewcode-block" id="create_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph">[docs]</a><span class="k">def</span> <span class="nf">create_graph</span><span class="p">(</span>
+<div class="viewcode-block" id="create_graph"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph">[docs]</a><span class="k">def</span> <span class="nf">create_graph</span><span class="p">(</span>
         <span class="n">model_location</span><span class="p">,</span>
         <span class="n">ntags</span><span class="p">,</span>
         <span class="n">embeddings_dim</span><span class="p">,</span>
@@ -403,7 +403,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</h1><
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html
similarity index 92%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html
index 23ab889ffb..0886bbb673 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -319,7 +319,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</h
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 
 
-<div class="viewcode-block" id="DatasetEncoder"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder">[docs]</a><span class="k">class</span> <span class="nc">DatasetEncoder</span><span class="p">:</span>
+<div class="viewcode-block" id="DatasetEncoder"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder">[docs]</a><span class="k">class</span> <span class="nc">DatasetEncoder</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Dataset encoder.	&quot;&quot;&quot;</span>
     <span class="c1"># Each sentence must be array of tuple (word, tag)</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">embeddings_resolver</span><span class="p">,</span> <span class="n">tag2id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">piece_tag</span><span class="o">=</span><span class="s1">&#39;[X]&#39;</span><span class="p">):</span>
@@ -330,12 +330,12 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</h
         <span class="bp">self</span><span class="o">.</span><span class="n">embeddings_resolver</span> <span class="o">=</span> <span class="n">embeddings_resolver</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">piece_tag</span> <span class="o">=</span> <span class="n">piece_tag</span>
 
-<div class="viewcode-block" id="DatasetEncoder.shuffle"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle">[docs]</a>    <span class="k">def</span> <span class="nf">shuffle</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="DatasetEncoder.shuffle"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle">[docs]</a>    <span class="k">def</span> <span class="nf">shuffle</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Shuffle the sentences.&quot;&quot;&quot;</span>
         <span class="n">random</span><span class="o">.</span><span class="n">shuffle</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">sentences</span><span class="p">)</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="DatasetEncoder.normalize"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize">[docs]</a>    <span class="k">def</span> <span class="nf">normalize</span><span class="p">(</span><span class="n">word</span><span class="p">):</span>
+<div class="viewcode-block" id="DatasetEncoder.normalize"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize">[docs]</a>    <span class="k">def</span> <span class="nf">normalize</span><span class="p">(</span><span class="n">word</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Transform word to lower case and remove additional white spaces.</span>
 <span class="sd">            </span>
 <span class="sd">        Args:</span>
@@ -346,7 +346,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</h
 <span class="sd">        &quot;&quot;&quot;</span> 
         <span class="k">return</span> <span class="n">word</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span></div>
 
-<div class="viewcode-block" id="DatasetEncoder.get_char_indexes"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">[docs]</a>    <span class="k">def</span> <span class="nf">get_char_indexes</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">word</span><span class="p">):</span>
+<div class="viewcode-block" id="DatasetEncoder.get_char_indexes"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">[docs]</a>    <span class="k">def</span> <span class="nf">get_char_indexes</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">word</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Get character indexes for a word.</span>
 <span class="sd">        </span>
 <span class="sd">        Args:</span>
@@ -362,7 +362,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</h
 
         <span class="k">return</span> <span class="n">result</span></div>
 
-<div class="viewcode-block" id="DatasetEncoder.encode"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode">[docs]</a>    <span class="k">def</span> <span class="nf">encode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sentences</span><span class="p">,</span> <span class="n">output</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<div class="viewcode-block" id="DatasetEncoder.encode"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode">[docs]</a>    <span class="k">def</span> <span class="nf">encode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sentences</span><span class="p">,</span> <span class="n">output</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Encode sentences.</span>
 <span class="sd">        </span>
 <span class="sd">        Args:</span>
@@ -460,7 +460,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html
similarity index 91%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html
index 5da7c3b597..6d1871ac80 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -323,7 +323,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
 <span class="kn">from</span> <span class="nn">.sentence_grouper</span> <span class="kn">import</span> <span class="n">SentenceGrouper</span>
 
 
-<div class="viewcode-block" id="NerModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel">[docs]</a><span class="k">class</span> <span class="nc">NerModel</span><span class="p">:</span>
+<div class="viewcode-block" id="NerModel"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel">[docs]</a><span class="k">class</span> <span class="nc">NerModel</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Class to train NER models&quot;&quot;&quot;</span>
     <span class="c1"># If session is not defined than default session will be used</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">session</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">dummy_tags</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">use_contrib</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">use_gpu_device</span><span class="o">=</span><span class="mi">0</span><span class="p">):</span>
@@ -367,7 +367,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
         <span class="bp">self</span><span class="o">.</span><span class="n">_context_added</span> <span class="o">=</span> <span class="kc">False</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_encode_added</span> <span class="o">=</span> <span class="kc">False</span>
 
-<div class="viewcode-block" id="NerModel.add_bilstm_char_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_bilstm_char_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nchars</span><span class="o">=</span><span class="mi">101</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">hidden</span><span class="o">=</span><span class="mi">25</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_bilstm_char_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_bilstm_char_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nchars</span><span class="o">=</span><span class="mi">101</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">hidden</span><span class="o">=</span><span class="mi">25</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_char_bilstm_added</span> <span class="o">=</span> <span class="kc">True</span>
 
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;/gpu:</span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">use_gpu_device</span><span class="p">)):</span>
@@ -417,7 +417,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
                 <span class="k">else</span><span class="p">:</span>
                     <span class="bp">self</span><span class="o">.</span><span class="n">word_repr</span> <span class="o">=</span> <span class="n">char_repr</span></div>
 
-<div class="viewcode-block" id="NerModel.add_cnn_char_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_cnn_char_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nchars</span><span class="o">=</span><span class="mi">101</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">nfilters</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">pad</span><span class="o">=</span><span class="mi">2</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_cnn_char_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_cnn_char_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">nchars</span><span class="o">=</span><span class="mi">101</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">nfilters</span><span class="o">=</span><span class="mi">25</span><span class="p">,</span> <span class="n">pad</span><span class="o">=</span><span class="mi">2</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_char_cnn_added</span> <span class="o">=</span> <span class="kc">True</span>
 
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;/gpu:</span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">use_gpu_device</span><span class="p">)):</span>
@@ -459,7 +459,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
                 <span class="k">else</span><span class="p">:</span>
                     <span class="bp">self</span><span class="o">.</span><span class="n">word_repr</span> <span class="o">=</span> <span class="n">char_repr</span></div>
 
-<div class="viewcode-block" id="NerModel.add_pretrained_word_embeddings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">[docs]</a>    <span class="k">def</span> <span class="nf">add_pretrained_word_embeddings</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">100</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_pretrained_word_embeddings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">[docs]</a>    <span class="k">def</span> <span class="nf">add_pretrained_word_embeddings</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dim</span><span class="o">=</span><span class="mi">100</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_word_embeddings_added</span> <span class="o">=</span> <span class="kc">True</span>
 
         <span class="k">with</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;/gpu:</span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">use_gpu_device</span><span class="p">)):</span>
@@ -531,7 +531,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
             <span class="k">return</span> <span class="n">result</span>
 
     <span class="c1"># Adds Bi LSTM with size of each cell hidden_size</span>
-<div class="viewcode-block" id="NerModel.add_context_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_context_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ntags</span><span class="p">,</span> <span class="n">hidden_size</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">height</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_context_repr"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr">[docs]</a>    <span class="k">def</span> <span class="nf">add_context_repr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ntags</span><span class="p">,</span> <span class="n">hidden_size</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">height</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
         <span class="k">assert</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_word_embeddings_added</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">_char_cnn_added</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">_char_bilstm_added</span><span class="p">,</span>
                 <span class="s2">&quot;Add word embeddings by method add_word_embeddings &quot;</span> <span class="o">+</span>
                 <span class="s2">&quot;or add char representation by method add_bilstm_char_repr &quot;</span> <span class="o">+</span>
@@ -563,7 +563,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
                 <span class="bp">self</span><span class="o">.</span><span class="n">predicted_labels</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">argmax</span><span class="p">(</span><span class="nb">input</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">scores</span><span class="p">,</span> <span class="n">axis</span><span class="o">=-</span><span class="mi">1</span><span class="p">)</span>
                 <span class="n">tf</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">predicted_labels</span><span class="p">,</span> <span class="s2">&quot;predicted_labels&quot;</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="NerModel.add_inference_layer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer">[docs]</a>    <span class="k">def</span> <span class="nf">add_inference_layer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">crf</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">predictions_op_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_inference_layer"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer">[docs]</a>    <span class="k">def</span> <span class="nf">add_inference_layer</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">crf</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">predictions_op_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="k">assert</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_context_added</span><span class="p">,</span>
                 <span class="s2">&quot;Add context representation layer by method add_context_repr before adding inference layer&quot;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_inference_added</span> <span class="o">=</span> <span class="kc">True</span>
@@ -619,7 +619,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
                 <span class="n">tf</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">loss</span><span class="p">,</span> <span class="s2">&quot;loss&quot;</span><span class="p">)</span></div>
 
     <span class="c1"># clip_gradient &lt; 0  - no gradient clipping</span>
-<div class="viewcode-block" id="NerModel.add_training_op"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op">[docs]</a>    <span class="k">def</span> <span class="nf">add_training_op</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">clip_gradient</span><span class="o">=</span><span class="mf">2.0</span><span class="p">,</span> <span class="n">train_op_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.add_training_op"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op">[docs]</a>    <span class="k">def</span> <span class="nf">add_training_op</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">clip_gradient</span><span class="o">=</span><span class="mf">2.0</span><span class="p">,</span> <span class="n">train_op_name</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="k">assert</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_inference_added</span><span class="p">,</span>
                 <span class="s2">&quot;Add inference layer by method add_inference_layer before adding training layer&quot;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_training_added</span> <span class="o">=</span> <span class="kc">True</span>
@@ -642,7 +642,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
                 <span class="bp">self</span><span class="o">.</span><span class="n">init_op</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">variables_initializer</span><span class="p">(</span><span class="n">tf</span><span class="o">.</span><span class="n">compat</span><span class="o">.</span><span class="n">v1</span><span class="o">.</span><span class="n">global_variables</span><span class="p">(),</span> <span class="n">name</span><span class="o">=</span><span class="s2">&quot;init&quot;</span><span class="p">)</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.num_trues"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues">[docs]</a>    <span class="k">def</span> <span class="nf">num_trues</span><span class="p">(</span><span class="n">array</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.num_trues"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues">[docs]</a>    <span class="k">def</span> <span class="nf">num_trues</span><span class="p">(</span><span class="n">array</span><span class="p">):</span>
         <span class="n">result</span> <span class="o">=</span> <span class="mi">0</span>
         <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">array</span><span class="p">:</span>
             <span class="k">if</span> <span class="n">item</span> <span class="o">==</span> <span class="kc">True</span><span class="p">:</span>
@@ -651,28 +651,28 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
         <span class="k">return</span> <span class="n">result</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.fill"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill">[docs]</a>    <span class="k">def</span> <span class="nf">fill</span><span class="p">(</span><span class="n">array</span><span class="p">,</span> <span class="n">l</span><span class="p">,</span> <span class="n">val</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.fill"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill">[docs]</a>    <span class="k">def</span> <span class="nf">fill</span><span class="p">(</span><span class="n">array</span><span class="p">,</span> <span class="n">l</span><span class="p">,</span> <span class="n">val</span><span class="p">):</span>
         <span class="n">result</span> <span class="o">=</span> <span class="n">array</span><span class="p">[:]</span>
         <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">l</span> <span class="o">-</span> <span class="nb">len</span><span class="p">(</span><span class="n">array</span><span class="p">)):</span>
             <span class="n">result</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">val</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">result</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_sentence_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_sentence_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;word_embeddings&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_sentence_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_sentence_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;word_embeddings&quot;</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_sentence_token_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_sentence_token_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;tag_ids&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_sentence_token_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_sentence_token_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;tag_ids&quot;</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_word_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_word_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;char_ids&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_word_lengths"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths">[docs]</a>    <span class="k">def</span> <span class="nf">get_word_lengths</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;char_ids&quot;</span><span class="p">):</span>
         <span class="n">max_words</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
         <span class="k">return</span> <span class="p">[</span><span class="n">NerModel</span><span class="o">.</span><span class="n">fill</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">chars</span><span class="p">)</span> <span class="k">for</span> <span class="n">chars</span> <span class="ow">in</span> <span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">]],</span> <span class="n">max_words</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
                 <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_char_ids"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids">[docs]</a>    <span class="k">def</span> <span class="nf">get_char_ids</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;char_ids&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_char_ids"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids">[docs]</a>    <span class="k">def</span> <span class="nf">get_char_ids</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;char_ids&quot;</span><span class="p">):</span>
         <span class="n">max_chars</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">char_ids</span><span class="p">)</span> <span class="k">for</span> <span class="n">char_ids</span> <span class="ow">in</span> <span class="n">sentence</span><span class="p">[</span><span class="n">idx</span><span class="p">]])</span> <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
         <span class="n">max_words</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">sentence</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
 
@@ -684,16 +684,16 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
             <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_from_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch">[docs]</a>    <span class="k">def</span> <span class="nf">get_from_batch</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_from_batch"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch">[docs]</a>    <span class="k">def</span> <span class="nf">get_from_batch</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="p">):</span>
         <span class="n">k</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
         <span class="k">return</span> <span class="nb">list</span><span class="p">([</span><span class="n">NerModel</span><span class="o">.</span><span class="n">fill</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="n">idx</span><span class="p">],</span> <span class="n">k</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_tag_ids"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids">[docs]</a>    <span class="k">def</span> <span class="nf">get_tag_ids</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;tag_ids&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_tag_ids"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids">[docs]</a>    <span class="k">def</span> <span class="nf">get_tag_ids</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;tag_ids&quot;</span><span class="p">):</span>
         <span class="k">return</span> <span class="n">NerModel</span><span class="o">.</span><span class="n">get_from_batch</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="p">)</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_word_embeddings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings">[docs]</a>    <span class="k">def</span> <span class="nf">get_word_embeddings</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;word_embeddings&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_word_embeddings"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings">[docs]</a>    <span class="k">def</span> <span class="nf">get_word_embeddings</span><span class="p">(</span><span class="n">batch</span><span class="p">,</span> <span class="n">idx</span><span class="o">=</span><span class="s2">&quot;word_embeddings&quot;</span><span class="p">):</span>
         <span class="n">embeddings_dim</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">batch</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">idx</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
         <span class="n">max_words</span> <span class="o">=</span> <span class="nb">max</span><span class="p">([</span><span class="nb">len</span><span class="p">(</span><span class="n">sentence</span><span class="p">[</span><span class="n">idx</span><span class="p">])</span> <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">])</span>
         <span class="k">return</span> <span class="p">[</span>
@@ -703,14 +703,14 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
             <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">batch</span><span class="p">]</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.slice"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice">[docs]</a>    <span class="k">def</span> <span class="nf">slice</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">10</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.slice"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice">[docs]</a>    <span class="k">def</span> <span class="nf">slice</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">10</span><span class="p">):</span>
         <span class="n">grouper</span> <span class="o">=</span> <span class="n">SentenceGrouper</span><span class="p">([</span><span class="mi">5</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">20</span><span class="p">,</span> <span class="mi">50</span><span class="p">])</span>
         <span class="k">return</span> <span class="n">grouper</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="NerModel.init_variables"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables">[docs]</a>    <span class="k">def</span> <span class="nf">init_variables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.init_variables"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables">[docs]</a>    <span class="k">def</span> <span class="nf">init_variables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">init_op</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="NerModel.train"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train">[docs]</a>    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">train</span><span class="p">,</span>
+<div class="viewcode-block" id="NerModel.train"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train">[docs]</a>    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">train</span><span class="p">,</span>
               <span class="n">epoch_start</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
               <span class="n">epoch_end</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span>
               <span class="n">batch_size</span><span class="o">=</span><span class="mi">32</span><span class="p">,</span>
@@ -750,7 +750,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
             <span class="nb">print</span><span class="p">()</span>
             <span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span></div>
 
-<div class="viewcode-block" id="NerModel.measure"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure">[docs]</a>    <span class="k">def</span> <span class="nf">measure</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">dropout</span><span class="o">=</span><span class="mf">1.0</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.measure"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure">[docs]</a>    <span class="k">def</span> <span class="nf">measure</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">dropout</span><span class="o">=</span><span class="mf">1.0</span><span class="p">):</span>
         <span class="n">predicted</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="n">correct</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="n">correct_predicted</span> <span class="o">=</span> <span class="p">{}</span>
@@ -803,7 +803,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
         <span class="k">return</span> <span class="n">prec</span><span class="p">,</span> <span class="n">rec</span><span class="p">,</span> <span class="n">f1</span></div>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModel.get_softmax"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax">[docs]</a>    <span class="k">def</span> <span class="nf">get_softmax</span><span class="p">(</span><span class="n">scores</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.get_softmax"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax">[docs]</a>    <span class="k">def</span> <span class="nf">get_softmax</span><span class="p">(</span><span class="n">scores</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="n">exp_scores</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">scores</span><span class="p">)</span>
 
         <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">exp_scores</span><span class="p">:</span>
@@ -814,7 +814,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
 
         <span class="k">return</span> <span class="n">exp_scores</span></div>
 
-<div class="viewcode-block" id="NerModel.predict"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict">[docs]</a>    <span class="k">def</span> <span class="nf">predict</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sentences</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.predict"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict">[docs]</a>    <span class="k">def</span> <span class="nf">predict</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">sentences</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="n">result</span> <span class="o">=</span> <span class="p">[]</span>
 
         <span class="k">for</span> <span class="n">batch</span> <span class="ow">in</span> <span class="n">NerModel</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">sentences</span><span class="p">,</span> <span class="n">batch_size</span><span class="p">):</span>
@@ -843,7 +843,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
 
         <span class="k">return</span> <span class="n">result</span></div>
 
-<div class="viewcode-block" id="NerModel.close"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close">[docs]</a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModel.close"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close">[docs]</a>    <span class="k">def</span> <span class="nf">close</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">session_created</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">close</span><span class="p">()</span></div></div>
 </pre></div>
@@ -890,7 +890,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</h1><div
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver.html
similarity index 94%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver.html
index 165da9bac5..868cf7e4b5 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -318,7 +318,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</h
 <span class="kn">import</span> <span class="nn">tensorflow</span> <span class="k">as</span> <span class="nn">tf</span>
 
 
-<div class="viewcode-block" id="NerModelSaver"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver">[docs]</a><span class="k">class</span> <span class="nc">NerModelSaver</span><span class="p">:</span>
+<div class="viewcode-block" id="NerModelSaver"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver">[docs]</a><span class="k">class</span> <span class="nc">NerModelSaver</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Saves a NER model to disk.&quot;&quot;&quot;</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ner</span><span class="p">,</span> <span class="n">encoder</span><span class="p">,</span> <span class="n">embeddings_file</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">ner</span> <span class="o">=</span> <span class="n">ner</span>
@@ -326,7 +326,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</h
         <span class="bp">self</span><span class="o">.</span><span class="n">embeddings_file</span> <span class="o">=</span> <span class="n">embeddings_file</span>
 
     <span class="nd">@staticmethod</span>
-<div class="viewcode-block" id="NerModelSaver.restore_tensorflow_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">[docs]</a>    <span class="k">def</span> <span class="nf">restore_tensorflow_state</span><span class="p">(</span><span class="n">session</span><span class="p">,</span> <span class="n">export_dir</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModelSaver.restore_tensorflow_state"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">[docs]</a>    <span class="k">def</span> <span class="nf">restore_tensorflow_state</span><span class="p">(</span><span class="n">session</span><span class="p">,</span> <span class="n">export_dir</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Restores a NER model from disk.</span>
 <span class="sd">        </span>
 <span class="sd">        Args:</span>
@@ -341,7 +341,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</h
             <span class="n">variables_file</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">export_dir</span><span class="p">,</span> <span class="s1">&#39;variables&#39;</span><span class="p">)</span>
             <span class="n">session</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="s2">&quot;save/restore_all&quot;</span><span class="p">,</span> <span class="n">feed_dict</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;save/Const:0&#39;</span><span class="p">:</span> <span class="n">variables_file</span><span class="p">})</span></div>
 
-<div class="viewcode-block" id="NerModelSaver.save_models"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models">[docs]</a>    <span class="k">def</span> <span class="nf">save_models</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">folder</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModelSaver.save_models"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models">[docs]</a>    <span class="k">def</span> <span class="nf">save_models</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">folder</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Saves a NER model to disk.</span>
 
 <span class="sd">        Args:</span>
@@ -356,7 +356,7 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</h
             <span class="bp">self</span><span class="o">.</span><span class="n">ner</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="s1">&#39;save/control_dependency&#39;</span><span class="p">,</span> <span class="n">feed_dict</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;save/Const:0&#39;</span><span class="p">:</span> <span class="n">variables_file</span><span class="p">})</span>
             <span class="n">tf</span><span class="o">.</span><span class="n">train</span><span class="o">.</span><span class="n">write_graph</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">ner</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">graph</span><span class="p">,</span> <span class="n">folder</span><span class="p">,</span> <span class="s1">&#39;saved_model.pb&#39;</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="NerModelSaver.save"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save">[docs]</a>    <span class="k">def</span> <span class="nf">save</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">export_dir</span><span class="p">):</span>
+<div class="viewcode-block" id="NerModelSaver.save"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save">[docs]</a>    <span class="k">def</span> <span class="nf">save</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">export_dir</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Saves a NER model to disk.</span>
 <span class="sd">        </span>
 <span class="sd">        Generates separate files for the model, the variables, </span>
@@ -455,7 +455,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper.html b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper.html
similarity index 91%
rename from docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper.html
rename to docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper.html
index 191ab67250..50d80e7cd6 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper.html
@@ -39,11 +39,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -313,18 +313,18 @@
                 <article class="bd-article" role="main">
                   
   <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</h1><div class="highlight"><pre>
-<div class="viewcode-block" id="SentenceGrouper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper">[docs]</a><span></span><span class="k">class</span> <span class="nc">SentenceGrouper</span><span class="p">:</span>
+<div class="viewcode-block" id="SentenceGrouper"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper">[docs]</a><span></span><span class="k">class</span> <span class="nc">SentenceGrouper</span><span class="p">:</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket_lengths</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">bucket_lengths</span> <span class="o">=</span> <span class="n">bucket_lengths</span>
 
-<div class="viewcode-block" id="SentenceGrouper.get_bucket_id"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">[docs]</a>    <span class="k">def</span> <span class="nf">get_bucket_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">length</span><span class="p">):</span>
+<div class="viewcode-block" id="SentenceGrouper.get_bucket_id"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">[docs]</a>    <span class="k">def</span> <span class="nf">get_bucket_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">length</span><span class="p">):</span>
         <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">bucket_len</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_lengths</span><span class="p">):</span>
             <span class="k">if</span> <span class="n">length</span> <span class="o">&lt;=</span> <span class="n">bucket_len</span><span class="p">:</span>
                 <span class="k">return</span> <span class="n">i</span>
 
         <span class="k">return</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_lengths</span><span class="p">)</span></div>
 
-<div class="viewcode-block" id="SentenceGrouper.slice"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice">[docs]</a>    <span class="k">def</span> <span class="nf">slice</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">32</span><span class="p">):</span>
+<div class="viewcode-block" id="SentenceGrouper.slice"><a class="viewcode-back" href="../../../../reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice">[docs]</a>    <span class="k">def</span> <span class="nf">slice</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">32</span><span class="p">):</span>
         <span class="n">buckets</span> <span class="o">=</span> <span class="p">[[]</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">bucket_lengths</span><span class="p">]</span>
         <span class="n">buckets</span><span class="o">.</span><span class="n">append</span><span class="p">([])</span>
 
@@ -385,7 +385,8 @@ <h1>Source code for sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/training.html b/docs/licensed/api/python/modules/sparknlp_jsl/training.html
index a645e47a71..522886c122 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/training.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/training.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -758,7 +758,8 @@ <h1>Source code for sparknlp_jsl.training</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/training_log_parser.html b/docs/licensed/api/python/modules/sparknlp_jsl/training_log_parser.html
index e0fad78801..df007969ee 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/training_log_parser.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/training_log_parser.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -807,7 +807,8 @@ <h1>Source code for sparknlp_jsl.training_log_parser</h1><div class="highlight">
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/updateModels.html b/docs/licensed/api/python/modules/sparknlp_jsl/updateModels.html
index 155005b056..65dd2d4c42 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/updateModels.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/updateModels.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -396,7 +396,8 @@ <h1>Source code for sparknlp_jsl.updateModels</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/util.html b/docs/licensed/api/python/modules/sparknlp_jsl/util.html
index 47e3ec5f69..fa612757bc 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/util.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/util.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/sphinx_highlight.js"></script>
     <script src="../../static/toggleprompt.js"></script>
@@ -471,7 +471,8 @@ <h1>Source code for sparknlp_jsl.util</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/utils/alab_utils.html b/docs/licensed/api/python/modules/sparknlp_jsl/utils/alab_utils.html
index a353fc9e8e..f875e6d20b 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/utils/alab_utils.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/utils/alab_utils.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -1068,7 +1068,8 @@ <h1>Source code for sparknlp_jsl.utils.alab_utils</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/utils/deidentification_module.html b/docs/licensed/api/python/modules/sparknlp_jsl/utils/deidentification_module.html
index 72782daf1a..7a8939b6cf 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/utils/deidentification_module.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/utils/deidentification_module.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -1119,7 +1119,8 @@ <h1>Source code for sparknlp_jsl.utils.deidentification_module</h1><div class="h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/utils/imports.html b/docs/licensed/api/python/modules/sparknlp_jsl/utils/imports.html
index d41ce644ab..b82fc507df 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/utils/imports.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/utils/imports.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -395,7 +395,8 @@ <h1>Source code for sparknlp_jsl.utils.imports</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/utils/licensed_annotator_type.html b/docs/licensed/api/python/modules/sparknlp_jsl/utils/licensed_annotator_type.html
index bc445f55d1..3cb4261180 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/utils/licensed_annotator_type.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/utils/licensed_annotator_type.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -364,7 +364,8 @@ <h1>Source code for sparknlp_jsl.utils.licensed_annotator_type</h1><div class="h
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/utils/ner_utils.html b/docs/licensed/api/python/modules/sparknlp_jsl/utils/ner_utils.html
index f5a21292a9..87c7ef8094 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/utils/ner_utils.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/utils/ner_utils.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -476,7 +476,8 @@ <h1>Source code for sparknlp_jsl.utils.ner_utils</h1><div class="highlight"><pre
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/utils/ocr_nlp_processor.html b/docs/licensed/api/python/modules/sparknlp_jsl/utils/ocr_nlp_processor.html
index 77e03c402c..39afddff67 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/utils/ocr_nlp_processor.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/utils/ocr_nlp_processor.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -460,7 +460,8 @@ <h1>Source code for sparknlp_jsl.utils.ocr_nlp_processor</h1><div class="highlig
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/utils/ocr_utils.html b/docs/licensed/api/python/modules/sparknlp_jsl/utils/ocr_utils.html
index f464b04166..52fbef2397 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/utils/ocr_utils.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/utils/ocr_utils.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -818,7 +818,8 @@ <h1>Source code for sparknlp_jsl.utils.ocr_utils</h1><div class="highlight"><pre
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/modules/sparknlp_jsl/utils/training_log_parser_utils.html b/docs/licensed/api/python/modules/sparknlp_jsl/utils/training_log_parser_utils.html
index 9b51e1e73a..34229c6cf6 100644
--- a/docs/licensed/api/python/modules/sparknlp_jsl/utils/training_log_parser_utils.html
+++ b/docs/licensed/api/python/modules/sparknlp_jsl/utils/training_log_parser_utils.html
@@ -39,7 +39,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -543,7 +543,8 @@ <h1>Source code for sparknlp_jsl.utils.training_log_parser_utils</h1><div class=
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/py-modindex.html b/docs/licensed/api/python/py-modindex.html
index 9c17c0ddcd..0bda1fe4c1 100644
--- a/docs/licensed/api/python/py-modindex.html
+++ b/docs/licensed/api/python/py-modindex.html
@@ -39,7 +39,7 @@
     <script data-url_root="./" id="documentation_options" src="static/documentation_options.js"></script>
     <script src="static/jquery.js"></script>
     <script src="static/underscore.js"></script>
-    <script src="static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="static/doctools.js"></script>
     <script src="static/sphinx_highlight.js"></script>
     <script src="static/toggleprompt.js"></script>
@@ -303,197 +303,197 @@ <h1>Python Module Index</h1>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders"><code class="xref">sparknlp_jsl._tf_graph_builders</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders"><code class="xref">sparknlp_jsl._tf_graph_builders</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl"><code class="xref">sparknlp_jsl._tf_graph_builders.assertion_dl</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl"><code class="xref">sparknlp_jsl._tf_graph_builders.assertion_dl</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model"><code class="xref">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model"><code class="xref">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings"><code class="xref">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders.graph_builders"><code class="xref">sparknlp_jsl._tf_graph_builders.graph_builders</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders.graph_builders"><code class="xref">sparknlp_jsl._tf_graph_builders.graph_builders</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"><code class="xref">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html#module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"><code class="xref">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index.html#module-sparknlp_jsl._tf_graph_builders_1x"><code class="xref">sparknlp_jsl._tf_graph_builders_1x</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index.html#module-sparknlp_jsl._tf_graph_builders_1x"><code class="xref">sparknlp_jsl._tf_graph_builders_1x</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html#module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.graph_builders</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.graph_builders</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</code></a></td><td>
+       <a href="reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html#module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"><code class="xref">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
@@ -1415,7 +1415,8 @@ <h1>Python Module Index</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.html
index adfa5beb9b..0b352b8a4a 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.html
@@ -538,7 +538,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-assertiontfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for AssertionDLApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html
index 3a05565454..b3d99d3487 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html
@@ -538,7 +538,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-genericclassifiertfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to create the the TF graphs for GenericClassifierApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.html
index 117a5755aa..047ae3fc1a 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.html
@@ -538,7 +538,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-nertfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for MedicalNerApproach.</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.html
index 935315eb1c..3525e029d6 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.html
@@ -538,7 +538,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-relationextractiontfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for RelationExtractionApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html
index 6266cf9806..5b81109db4 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html
@@ -538,7 +538,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-tfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Generic class to create the tensorflow graphs for ‘ner_dl’, ‘generic_classifier’, ‘assertion_dl’, ‘relation_extraction’ annotators in spark-nlp healthcare. In version 1.1
 Examples
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.html
index 12d095bd39..9d54984723 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.html
@@ -538,7 +538,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-tfgraphbuilderfactory" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Factory class to create the the different tensorflow graphs for ner_dl, generic_classifier, assertion_dl, relation_extraction annotators in spark-nlp healthcare</p>
 <p class="rubric">Methods</p>
@@ -564,7 +564,7 @@ <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory<a class
 </table>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that create the tf graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -589,7 +589,7 @@ <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory<a class
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that return the available tf models in  spark-nlp healthcare
 Examples
 ——–
@@ -599,7 +599,7 @@ <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory<a class
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that return the params allowed for the tf model.This method return the params with the description for every param.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded.html
index efc75ec1cd..19214050f0 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded.html
@@ -538,7 +538,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-tensorflowaddonsneeded" title="Permalink to this headline">¶</a></h1>
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded">
-<em class="property"><span class="pre">exception</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TensorflowAddonsNeeded</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TensorflowAddonsNeeded"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TensorflowAddonsNeeded</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TensorflowAddonsNeeded"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </div>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion.html
index 62a43dbf32..187dcd2d69 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion.html
@@ -537,7 +537,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-wrongtfversion" title="Permalink to this headline">¶</a></h1>
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion">
-<em class="property"><span class="pre">exception</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </div>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.html
index 095d9c94e2..a645f6dc77 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-assertiontfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for AssertionDLApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html
index de2a7c42db..d0cf258ff6 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-genericclassifiertfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to create the the TF graphs for GenericClassifierApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.html
index 8915b3c83e..0bab574412 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-nertfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for MedicalNerApproach.</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.html
index 7c0d3d19b1..4d5cc11ec9 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-relationextractiontfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for RelationExtractionApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html
index d1ac26924f..1771232948 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-tfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Generic class to create the tensorflow graphs for ‘ner_dl’, ‘generic_classifier’, ‘assertion_dl’, ‘relation_extraction’ annotators in spark-nlp healthcare</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.html
index 3eec2c4861..5c6d0b1407 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-tfgraphbuilderfactory" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Factory class to create the the different tensorflow graphs for ner_dl, generic_classifier, assertion_dl, relation_extraction annotators in spark-nlp healthcare</p>
 <p class="rubric">Methods</p>
@@ -175,7 +175,7 @@ <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory<a cl
 </table>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that create the tf graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -200,7 +200,7 @@ <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory<a cl
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that return the available tf models in  spark-nlp healthcare</p>
 <p class="rubric">Examples</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph_1x</span>
@@ -211,7 +211,7 @@ <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory<a cl
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that return the params allowed for the tf model.This method return the params with the description for every param.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
diff --git a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion.html b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion.html
index 3ae86bdd05..df162a30e3 100644
--- a/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion.html
+++ b/docs/licensed/api/python/reference/autosummary/_autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-wrongtfversion" title="Permalink to this headline">¶</a></h1>
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion">
-<em class="property"><span class="pre">exception</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </div>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.html
index 04f858463b..9d1d4993cd 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
@@ -487,7 +487,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-assertiontfgraphbuilder" title="Permalink to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">TFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for AssertionDLApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html
index aa5cd542aa..3f05f329ca 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
@@ -487,7 +487,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-genericclassifiertfgraphbuilder" title="Permalink to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">TFGraphBuilder</span></code></a></p>
 <p>Class to create the the TF graphs for GenericClassifierApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.html
index 5e749bcd7d..8b9e4adbc6 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
@@ -487,7 +487,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-nertfgraphbuilder" title="Permalink to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">TFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for MedicalNerApproach.</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.html
index 031b5460cb..3b9b2f042b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
@@ -487,7 +487,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-relationextractiontfgraphbuilder" title="Permalink to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.html#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenericClassifierTFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for RelationExtractionApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html
index 6cf3510960..ab8fcd4747 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
@@ -487,7 +487,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-tfgraphbuilder" title="Permalink to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Generic class to create the tensorflow graphs for ‘ner_dl’, ‘generic_classifier’, ‘assertion_dl’, ‘relation_extraction’ annotators in spark-nlp healthcare. In version 1.1
 Examples
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.html
index 9193d2a9bc..ce348f76e4 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
@@ -487,7 +487,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-tfgraphbuilderfactory" title="Permalink to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">#</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Factory class to create the the different tensorflow graphs for ner_dl, generic_classifier, assertion_dl, relation_extraction annotators in spark-nlp healthcare</p>
 <p class="rubric">Methods</p>
@@ -509,7 +509,7 @@ <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory<a class
 </table>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that create the tf graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -534,7 +534,7 @@ <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory<a class
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that return the available tf models in  spark-nlp healthcare
 Examples
 ——–
@@ -544,7 +544,7 @@ <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory<a class
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that return the params allowed for the tf model.This method return the params with the description for every param.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded.html
index 9502d1da09..1de03da6ad 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
@@ -487,7 +487,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-tensorflowaddonsneeded" title="Permalink to this heading">#</a></h1>
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TensorflowAddonsNeeded</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TensorflowAddonsNeeded"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TensorflowAddonsNeeded</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TensorflowAddonsNeeded"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </section>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion.html
index b65840de95..1eb6d7e800 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
@@ -486,7 +486,7 @@
 <h1>sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-graph-builders-wrongtfversion" title="Permalink to this heading">#</a></h1>
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders.</span></span><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </section>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.html
index bd163cdd76..a3681e83dd 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders.graph_builders.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.html
index 095d9c94e2..a645f6dc77 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-assertiontfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for AssertionDLApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html
index de2a7c42db..d0cf258ff6 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-genericclassifiertfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to create the the TF graphs for GenericClassifierApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.html
index 8915b3c83e..0bab574412 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-nertfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for MedicalNerApproach.</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.html
index 7c0d3d19b1..4d5cc11ec9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-relationextractiontfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.html#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder"><code class="xref py py-class docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder</span></code></a></p>
 <p>Class to build the the TF graphs for RelationExtractionApproach</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html
index d1ac26924f..1771232948 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-tfgraphbuilder" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Generic class to create the tensorflow graphs for ‘ner_dl’, ‘generic_classifier’, ‘assertion_dl’, ‘relation_extraction’ annotators in spark-nlp healthcare</p>
 <p class="rubric">Examples</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.html
index 3eec2c4861..5c6d0b1407 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-tfgraphbuilderfactory" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Factory class to create the the different tensorflow graphs for ner_dl, generic_classifier, assertion_dl, relation_extraction annotators in spark-nlp healthcare</p>
 <p class="rubric">Methods</p>
@@ -175,7 +175,7 @@ <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory<a cl
 </table>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that create the tf graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
@@ -200,7 +200,7 @@ <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory<a cl
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that return the available tf models in  spark-nlp healthcare</p>
 <p class="rubric">Examples</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph_1x</span>
@@ -211,7 +211,7 @@ <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory<a cl
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params">
-<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span> </em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">¶</a></dt>
 <dd><p>Method that return the params allowed for the tf model.This method return the params with the description for every param.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion.html
index 3ae86bdd05..df162a30e3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion.html
@@ -149,7 +149,7 @@
 <h1>sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion<a class="headerlink" href="#sparknlp-jsl-tf-graph-builders-1x-graph-builders-wrongtfversion" title="Permalink to this headline">¶</a></h1>
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion">
-<em class="property"><span class="pre">exception</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">exception</span> </em><span class="sig-prename descclassname"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders.</span></span><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </div>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AnnotationMerger.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AnnotationMerger.html
index 05c0546814..6b455fb165 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AnnotationMerger.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AnnotationMerger.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionDLApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionDLApproach.html
index f3b1ddd9c6..273732b7d8 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionDLApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionDLApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionDLModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionDLModel.html
index 32e35cafc2..5966052a17 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionDLModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionDLModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionFilterer.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionFilterer.html
index dff3b983bf..5dbde23fcc 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionFilterer.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionFilterer.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionLogRegApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionLogRegApproach.html
index ad4f785f8e..b1fc504d75 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionLogRegApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionLogRegApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionLogRegModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionLogRegModel.html
index 4c3d078dbf..5bb999cc43 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionLogRegModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AssertionLogRegModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AverageEmbeddings.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AverageEmbeddings.html
index 2d8033b4c6..7706fa0d69 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AverageEmbeddings.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.AverageEmbeddings.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.BertSentenceChunkEmbeddings.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.BertSentenceChunkEmbeddings.html
index c0f5d3be0e..77e7fceaad 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.BertSentenceChunkEmbeddings.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.BertSentenceChunkEmbeddings.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.Chunk2Token.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.Chunk2Token.html
index cb9d353025..b1042c370b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.Chunk2Token.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.Chunk2Token.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkConverter.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkConverter.html
index 6c307f5ed0..460c2f724a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkConverter.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkConverter.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkFilterer.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkFilterer.html
index e841a523e9..41fe70a4cb 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkFilterer.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkFilterer.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkFiltererApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkFiltererApproach.html
index 721366c2b2..b58d874849 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkFiltererApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkFiltererApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkKeyPhraseExtraction.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkKeyPhraseExtraction.html
index 6ee83992e6..be5e61409c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkKeyPhraseExtraction.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkKeyPhraseExtraction.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperApproach.html
index c5be3b4cdd..52a3e95268 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperFilterer.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperFilterer.html
index fa7f64e013..bf3adce559 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperFilterer.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperFilterer.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperModel.html
index b2cdd3bb4b..e1803e17ec 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMapperModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMergeApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMergeApproach.html
index 3ceb8e95b6..b2687d795f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMergeApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMergeApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMergeModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMergeModel.html
index 0095ffb095..bd304bc2de 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMergeModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkMergeModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkSentenceSplitter.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkSentenceSplitter.html
index a4854232d1..545d64da69 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkSentenceSplitter.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ChunkSentenceSplitter.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.CommonResolverParams.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.CommonResolverParams.html
index 4ad280aec1..4e06ea4d95 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.CommonResolverParams.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.CommonResolverParams.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ContextualParserApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ContextualParserApproach.html
index 60d8634a2e..113da89122 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ContextualParserApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ContextualParserApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ContextualParserModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ContextualParserModel.html
index b6d3d59cd5..b036c3e67f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ContextualParserModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ContextualParserModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DateNormalizer.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DateNormalizer.html
index 49b6956596..9f55d0ec19 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DateNormalizer.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DateNormalizer.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DeIdentification.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DeIdentification.html
index ec023879ef..5bb088d390 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DeIdentification.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DeIdentification.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DeIdentificationModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DeIdentificationModel.html
index a06be644cc..3e12a06f89 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DeIdentificationModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DeIdentificationModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DocumentLogRegClassifierApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DocumentLogRegClassifierApproach.html
index 9c3838be02..19eb15d7f3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DocumentLogRegClassifierApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DocumentLogRegClassifierApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DocumentLogRegClassifierModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DocumentLogRegClassifierModel.html
index afc5b18298..6c77fe3646 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DocumentLogRegClassifierModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DocumentLogRegClassifierModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DrugNormalizer.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DrugNormalizer.html
index 1eb29675d2..2b4f334bd9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DrugNormalizer.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.DrugNormalizer.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.EntityChunkEmbeddings.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.EntityChunkEmbeddings.html
index b355ff4ad4..bfc19386c1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.EntityChunkEmbeddings.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.EntityChunkEmbeddings.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.GenericClassifierApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.GenericClassifierApproach.html
index 6fde9f1663..a6b921c22a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.GenericClassifierApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.GenericClassifierApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.GenericClassifierModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.GenericClassifierModel.html
index 295d2b8b01..3f86249979 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.GenericClassifierModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.GenericClassifierModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.IOBTagger.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.IOBTagger.html
index ef6596dc1f..ccf85621f2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.IOBTagger.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.IOBTagger.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalBertForSequenceClassification.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalBertForSequenceClassification.html
index ac9a44b51b..1c06233d90 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalBertForSequenceClassification.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalBertForSequenceClassification.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalBertForTokenClassifier.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalBertForTokenClassifier.html
index 71fad628a4..8475d7f33e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalBertForTokenClassifier.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalBertForTokenClassifier.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalDistilBertForSequenceClassification.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalDistilBertForSequenceClassification.html
index 92082f6fdc..a9a637aa1e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalDistilBertForSequenceClassification.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalDistilBertForSequenceClassification.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalGraphBuilderModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalGraphBuilderModel.html
index f83b70f59a..11f85cc546 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalGraphBuilderModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalGraphBuilderModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalNerApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalNerApproach.html
index 476c629849..00a517bf0e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalNerApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalNerApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalNerModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalNerModel.html
index ad79cfc8cb..3cf396073e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalNerModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.MedicalNerModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerChunker.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerChunker.html
index ec93090566..56b86f023b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerChunker.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerChunker.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerConverterInternal.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerConverterInternal.html
index 9d92bca565..82aff9cdc2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerConverterInternal.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerConverterInternal.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerDisambiguator.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerDisambiguator.html
index a3b7122c97..3998292f33 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerDisambiguator.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerDisambiguator.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerDisambiguatorModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerDisambiguatorModel.html
index 05fb568ed2..e2fbda9ab7 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerDisambiguatorModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.NerDisambiguatorModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.PosologyREModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.PosologyREModel.html
index 255965fb01..f2b7ab773e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.PosologyREModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.PosologyREModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RENerChunksFilter.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RENerChunksFilter.html
index 89dbe2a186..719176fd73 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RENerChunksFilter.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RENerChunksFilter.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ReIdentification.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ReIdentification.html
index dd04d51fb8..6c18a278c0 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ReIdentification.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ReIdentification.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionApproach.html
index 3e8d01f04a..21be318167 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionDLModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionDLModel.html
index 611e7353b1..577b229b11 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionDLModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionDLModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionModel.html
index 07a343c0bc..4a0d495004 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.RelationExtractionModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ResolverMerger.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ResolverMerger.html
index ded7421a2e..cc9d01e582 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ResolverMerger.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ResolverMerger.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.Router.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.Router.html
index db976894f5..281ac3ebaf 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.Router.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.Router.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceEntityResolverApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceEntityResolverApproach.html
index b0804a2423..85ea4e60f3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceEntityResolverApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceEntityResolverApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceEntityResolverModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceEntityResolverModel.html
index dc9f566393..2a670b1100 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceEntityResolverModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceEntityResolverModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceResolverParams.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceResolverParams.html
index 95b99c8807..6e53c4bd71 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceResolverParams.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.SentenceResolverParams.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.TFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.TFGraphBuilder.html
index d9329f8d9f..7bfe295c48 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.TFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.TFGraphBuilder.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ZeroShotRelationExtractionModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ZeroShotRelationExtractionModel.html
index d1ad5412c8..fd27f5896e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ZeroShotRelationExtractionModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ZeroShotRelationExtractionModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.html
index 3f720aeb1f..8ec98c5a66 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.annotation_merger.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.annotation_merger.html
index 89b1405bd2..80e683907f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.annotation_merger.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.annotation_merger.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.assertion.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.assertion.html
index d45bd45495..2c6eb72292 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.assertion.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.assertion.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.chunker.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.chunker.html
index e9d9fc0447..2092f62ffa 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.chunker.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.chunker.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.classification.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.classification.html
index f8f0850774..c1afef1cea 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.classification.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.classification.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.context.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.context.html
index 40f2f90a07..864f147cae 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.context.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.context.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.deid.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.deid.html
index 8434d8f4a1..a1cef37ae3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.deid.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.deid.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.disambiguation.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.disambiguation.html
index 60e07a3bc4..86b65a863a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.disambiguation.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.disambiguation.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.embeddings.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.embeddings.html
index ec3b5e9be7..f90185e08b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.embeddings.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.embeddings.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.html
index a448b2aa4d..87de959211 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.html
index be74aa56ec..ee70329eb1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.html
index 49ad7d3d8d..49fb0ac97a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.generic_classifier.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.html
index 3230f4e0aa..1536f2e935 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.generic_classifier.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.html
index 2ee5c2c26a..986b2f9ba7 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.merge.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.merge.html
index 3e4c0b0fdf..ce5b721519 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.merge.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.merge.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ner.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ner.html
index 13ac76611d..d776b8555c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ner.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.ner.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.normalizer.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.normalizer.html
index 2d87d92212..23d2e5783e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.normalizer.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.normalizer.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.re.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.re.html
index a97ffe1cb6..345e68298a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.re.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.re.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.resolution.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.resolution.html
index d8e4363cf0..c3c90d2f15 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.resolution.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.resolution.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.router.Router.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.router.Router.html
index 2a636ba22f..422eee2b2e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.router.Router.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.router.Router.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.MedicalGraphBuilderModel.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.MedicalGraphBuilderModel.html
index 1054b317d2..a0d814cfd1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.MedicalGraphBuilderModel.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.MedicalGraphBuilderModel.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.html
index 0b8e08ca1f..d37e720fd5 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.html
index 94f87e00e1..c67cb0cbe5 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.annotator.tf_graph_builder.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.base.FeaturesAssembler.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.base.FeaturesAssembler.html
index ce9323fdd6..f9974b0d4a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.base.FeaturesAssembler.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.base.FeaturesAssembler.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.base.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.base.html
index 04c84d4582..1f4b5f75c8 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.base.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.base.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.AnnotationToolJsonReader.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.AnnotationToolJsonReader.html
index e1c5a6a9cc..2073164ebf 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.AnnotationToolJsonReader.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.AnnotationToolJsonReader.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.CantemistReader.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.CantemistReader.html
index cec2a60ce6..8613b8f0af 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.CantemistReader.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.CantemistReader.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.CodiEspReader.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.CodiEspReader.html
index 0ed381a2c2..ed2464a60b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.CodiEspReader.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.CodiEspReader.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.html
index 182425169f..1e6a95e483 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl.training.html
@@ -33,7 +33,7 @@
     <script data-url_root="../../" id="documentation_options" src="../../static/documentation_options.js"></script>
     <script src="../../static/jquery.js"></script>
     <script src="../../static/underscore.js"></script>
-    <script src="../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../static/doctools.js"></script>
     <script src="../../static/toggleprompt.js"></script>
     <link rel="shortcut icon" href="../../static/fav.ico"/>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html
index 20db518feb..80c06a439e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -347,20 +347,20 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion" title="Permalink to this definition">#</a></dt>
 <dd><p>Exception raised for not-supported Tensorflow versions.</p>
 <p>Currently supported versions are 1.15 and 2.xx.</p>
 </dd></dl>
 
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TensorflowAddonsNeeded</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TensorflowAddonsNeeded"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TensorflowAddonsNeeded</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TensorflowAddonsNeeded"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded" title="Permalink to this definition">#</a></dt>
 <dd><p>Exception raised when Tensorflow Addons are needed but not installed.</p>
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Generic class to create the tensorflow graphs for ‘ner_dl’, ‘generic_classifier’,
 ‘assertion_dl’, ‘relation_extraction’ annotators in Healthcare NLP.</p>
 <dl class="field-list simple">
@@ -378,14 +378,14 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name">
-<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns True if the model supports automatic file name generation.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -400,7 +400,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params">
-<span class="sig-name descname"><span class="pre">check_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder.check_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">check_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.check_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Checks if the build parameters are valid.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Raises<span class="colon">:</span></dt>
@@ -414,7 +414,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params">
-<span class="sig-name descname"><span class="pre">get_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -428,7 +428,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults">
-<span class="sig-name descname"><span class="pre">get_build_params_with_defaults</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_params_with_defaults"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_build_params_with_defaults</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_params_with_defaults"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters with the default values.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -442,7 +442,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param">
-<span class="sig-name descname"><span class="pre">get_build_param</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_param</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Any</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_param"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_build_param</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_param</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Any</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_param"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the value of the given build parameter.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -468,7 +468,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -483,7 +483,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -500,7 +500,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to create the the TF graphs for GenericClassifierApproach.
 Extends the TFGraphBuilder base class.</p>
 <p class="rubric">Examples</p>
@@ -543,7 +543,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">
-<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns if the model can be saved with an auto-generated file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -557,7 +557,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -571,7 +571,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -585,7 +585,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -599,7 +599,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
 <dd><p>Builds the model’s graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -617,7 +617,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LogRegClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LogRegClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to create the the TF graphs for GenericClassifierApproach.
 Extends the TFGraphBuilder base class.</p>
 <p class="rubric">Examples</p>
@@ -660,7 +660,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -674,7 +674,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -690,7 +690,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SVMClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SVMClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to create the the TF graphs for GenericClassifierApproach.
 Extends the TFGraphBuilder base class.</p>
 <p class="rubric">Examples</p>
@@ -733,7 +733,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -747,7 +747,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -763,7 +763,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to build the the TF graphs for AssertionDLApproach.
 Extends the TFGraphBuilder base class.</p>
 <p class="rubric">Examples</p>
@@ -794,7 +794,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">
-<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns if the model can be saved with an auto-generated file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -808,7 +808,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -822,7 +822,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -836,7 +836,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -850,7 +850,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
 <dd><p>Builds the model’s graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -868,7 +868,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to build the the TF graphs for MedicalNerApproach.</p>
 <p class="rubric">Examples</p>
 <p>Builds a graph with embeddings_dim=200, nchars=83, ntags=12 for medical NER.
@@ -886,7 +886,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 &gt;&gt;&gt; nerTagger = MedicalNerApproach()    &gt;&gt;&gt;                     .setInputCols([“sentence”, “token”, “embeddings”])    &gt;&gt;&gt;                     .setLabelColumn(“label”)    &gt;&gt;&gt;                     .setOutputCol(“ner”)    &gt;&gt;&gt;                     .setMaxEpochs(2)    &gt;&gt;&gt;                     .setBatchSize(64)    &gt;&gt;&gt;                     .setRandomSeed(0)    &gt;&gt;&gt;                     .setVerbose(1)    &gt;&gt;&gt;                     .setValidationSplit(0.2)    &gt;&gt;&gt;                     .setEvaluationLogExtended(True)     &gt;&gt;&gt;                     .setEnableOutputLogs(True)    &gt;&gt;&gt;                     .setIncludeConfidence(True)    &gt;&gt;&gt;                     .setOutputLogsPath(‘ner_logs’)    &gt;&gt;&gt;                     .setGraphFolder(‘medical_ner_graphs’)    &gt;&gt;&gt;                     .setEnableMemoryOptimizer(True)</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name">
-<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#NerTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns if the model can be saved with an auto-generated file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -900,7 +900,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -914,7 +914,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -928,7 +928,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -942,7 +942,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#NerTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
 <dd><p>Builds the model’s graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -960,7 +960,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to build the the TF graphs for RelationExtractionApproach</p>
 <p class="rubric">Examples</p>
 <p>Creates the graph for RelationExtractionApproach
@@ -981,7 +981,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 &gt;&gt;&gt; re_approach = RelationExtractionApproach() …    .setLabelColumn(“rel”) …    .setInputCols([“embeddings”, “pos_tags”, “train_ner_chunks”, “dependencies”]) …    .setOutputCol(“relations”) …    .setModelFile(‘./re_with_BN’) …    .setEpochsNumber(70) …    .setBatchSize(200) …    .setFixImbalance(True) …    .setLearningRate(0.001) …    .setFromEntity(“begin1i”, “end1i”, “label1”) …    .setToEntity(“begin2i”, “end2i”, “label2”) …    .setValidationSplit(0.2)</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -997,12 +997,12 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">#</a></dt>
 <dd><p>Factory class to create the the different tensorflow graphs for ner_dl,
 generic_classifier, assertion_dl, relation_extraction annotators in Healthcare NLP.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that return the available tf models in  spark-nlp healthcare
 Examples
 ——–
@@ -1012,7 +1012,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that create the tf graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -1051,7 +1051,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that return the params allowed for the tf model.
 This method return the params with the description for every param.</p>
 <dl class="field-list simple">
@@ -1177,13 +1177,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </ul>
   </nav></div>
 
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
+  
 
 </div></div>
               
@@ -1209,7 +1203,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/alab/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/alab/index.html
index 2fb319b5d1..dcf3120223 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/alab/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/alab/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -749,15 +749,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/alab/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -782,7 +773,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html
index 0f8cff6467..a7374c1035 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -587,15 +587,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -620,7 +611,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html
index 5a88f69a81..c276fe2081 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1161,15 +1161,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1194,7 +1185,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.html
index ea6d825719..18a85df459 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -747,15 +747,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -780,7 +771,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html
index 54fdd62617..bf7a2367db 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -915,15 +915,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -948,7 +939,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/index.html
index b0f0add7fd..1432b10448 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/assertion/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -474,15 +474,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/assertion/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -507,7 +498,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.html
index a1f823cf2c..24059e32c0 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -686,15 +686,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -719,7 +710,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.html
index 73e948bbab..d1cfa57591 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -561,15 +561,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -594,7 +585,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html
index 172003c236..207585e131 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -803,15 +803,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -836,7 +827,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html
index 6c97632f38..4b8d5595bb 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -610,15 +610,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -643,7 +634,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html
index e62c3cfcb1..85c1e34da2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -956,15 +956,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -989,7 +980,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html
index 5ed359bf9b..0788b88c4e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -964,15 +964,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -997,7 +988,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html
index 7a3b50180f..a95a24297a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -552,15 +552,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -585,7 +576,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index.html
index 3066095670..76f94c42e6 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -691,15 +691,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -724,7 +715,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/index.html
index d84aa64b2b..b54b5baf23 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -479,15 +479,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/chunker/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -512,7 +503,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index.html
index 15c328ddb9..c9bbb38c01 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -888,15 +888,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -921,7 +912,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html
index ab2a3a5962..9671727c1c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -971,15 +971,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1004,7 +995,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index.html
index e011083bd8..f0855125e5 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -569,15 +569,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -602,7 +593,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html
index 24f333f399..86b0acb4c2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -571,15 +571,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -604,7 +595,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/index.html
index b6a83d17d5..89362332a6 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -478,15 +478,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -511,7 +502,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html
index 51648ed103..2272ff4f06 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -706,15 +706,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -739,7 +730,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index.html
index 7ff2b9ac14..1f68fc08b9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -690,15 +690,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -723,7 +714,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.html
index 9d2907b6e8..b06bc02f09 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -711,15 +711,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -744,7 +735,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
index 856d44427d..47b3b9c066 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -922,15 +922,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -955,7 +946,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/index.html
index 7f2fe8d563..549f78e95c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -472,15 +472,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/context/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -505,7 +496,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html
index 04ee6f746a..0b7d6c7c0a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -2175,15 +2175,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -2208,7 +2199,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html
index 43defbf7f5..822e78b8d1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -756,15 +756,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -789,7 +780,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/index.html
index b7a586cea6..13370c01b5 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -476,15 +476,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/deid/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -509,7 +500,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html
index 56eaebc4e0..ae2fb65249 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -950,15 +950,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -983,7 +974,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index.html
index fb08851223..c34acbb511 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -536,15 +536,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -569,7 +560,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.html
index 1cadd1505a..a5459b646b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -605,15 +605,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -638,7 +629,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/disambiguation/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/disambiguation/index.html
index d200ac76d8..b880ff15ec 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/disambiguation/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/disambiguation/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -472,15 +472,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/disambiguation/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -505,7 +496,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html
index 68ff5b3d9b..eeed572ad0 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1059,15 +1059,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1092,7 +1083,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index.html
index 6e02d4360b..645717eef8 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -717,15 +717,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -750,7 +741,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index.html
index dbb238f631..c3ec373838 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -509,15 +509,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -542,7 +533,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index.html
index 754ec1d5a0..52cc2fc867 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -658,15 +658,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -691,7 +682,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index.html
index 1cbd0b5efd..2dfff1243f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -746,15 +746,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -779,7 +770,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/index.html
index 10655bc0bb..851673e1da 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/embeddings/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -474,15 +474,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/embeddings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -507,7 +498,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index.html
index 651eab284c..a33a72d768 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -589,15 +589,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -622,7 +613,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html
index f3bc950444..500204ddfd 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -939,15 +939,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -972,7 +963,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.html
index e65407a9a6..be4c28fdf2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -472,15 +472,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -505,7 +496,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/index.html
index 0b22caad41..459472e1cf 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -680,15 +680,6 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permal
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -713,7 +704,8 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permal
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html
index e8ea8e5a7b..ed8a67d16a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1032,15 +1032,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1065,7 +1056,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/chunker_merge/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/chunker_merge/index.html
index e152d56340..80adde00b3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/chunker_merge/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/chunker_merge/index.html
@@ -36,7 +36,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1023,19 +1023,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <div class="toc-item">
   
-</div>
-
-<div class="toc-item">
-  
-<div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/merge/chunker_merge/index.rst.txt">
-        <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-</div>
-
-</div>
-
-            </div>
+</div></div>
           
           
         </div>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/index.html
index ea9d725575..17017f06ca 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -472,15 +472,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/merge/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -505,7 +496,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/index.html
index 6cfe4358cb..7942a3ecb3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -476,15 +476,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -509,7 +500,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html
index ca41db52a7..d6ced4329c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -585,15 +585,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -618,7 +609,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html
index f6aeb829e0..e9d1927518 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1444,15 +1444,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1477,7 +1468,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html
index 973488e0f3..cbce473a56 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -602,15 +602,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -635,7 +626,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.html
index 460ff8d376..59e2c5fc0d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -952,15 +952,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -985,7 +976,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.html
index 3953a05aa3..8d29b25c95 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -675,15 +675,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -708,7 +699,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.html
index c2b8f5c73d..d5df8cd6e9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -812,15 +812,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -845,7 +836,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index.html
index 0193ab2c7d..380c9b0c40 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -604,15 +604,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -637,7 +628,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/index.html
index ed53d4ede9..7ec629e07d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/normalizer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -473,15 +473,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/normalizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -506,7 +497,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index.html
index d29698c814..122fa4d7c3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -610,15 +610,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -643,7 +634,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/index.html
index 60e0992562..fec5f6de05 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -474,15 +474,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/qa/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -507,7 +498,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index.html
index 67e65dec57..c101f1daa9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -723,15 +723,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -756,7 +747,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.html
index 1037b498ef..a4bbcac224 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -640,15 +640,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -673,7 +664,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/index.html
index 5f46f50475..e824a12430 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -475,15 +475,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/re/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -508,7 +499,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html
index 7a83227586..538afcad2d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1432,15 +1432,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1465,7 +1456,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index.html
index b15081884f..2383295f29 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -762,15 +762,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -795,7 +786,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index.html
index cc190db2ba..1ee2e358fd 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -710,15 +710,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -743,7 +734,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.html
index 51d2f34044..cc1a1e54da 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -652,15 +652,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -685,7 +676,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/index.html
index c05905cd8a..cf0eb3472f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -473,15 +473,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/resolution/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -506,7 +497,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index.html
index 2ec469e2b8..2d3bdd79d2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -521,15 +521,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -554,7 +545,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html
index 722a85fa8e..03cfed0227 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -1130,15 +1130,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1163,7 +1154,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index.html
index 601f8dace5..022ca52b07 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -587,15 +587,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -620,7 +611,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/router/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/router/index.html
index 481dfbb4e6..799c878bf7 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/router/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/router/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -653,15 +653,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/router/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -686,7 +677,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/index.html
index 808cedf3c4..4896084de4 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -474,15 +474,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/seq2seq/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -507,7 +498,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.html
index 57164516dc..68323c0b63 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -692,15 +692,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -725,7 +716,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index.html
index c0e1873d75..78fbefcb2b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -550,15 +550,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -583,7 +574,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.html
index 1b7b95536c..8cc51ce81c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -693,15 +693,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -726,7 +717,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html
index f286d75ade..8b1209b119 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -595,15 +595,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -628,7 +619,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html
index f43f9886f2..bccf5298f4 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -931,15 +931,6 @@ <h4>Parameters<a class="headerlink" href="#id1" title="Permalink to this heading
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -964,7 +955,8 @@ <h4>Parameters<a class="headerlink" href="#id1" title="Permalink to this heading
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/index.html
index 19bb1e93d1..a2dce40920 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -472,15 +472,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/windowed/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -505,7 +496,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html
index b619a248f2..1287ed953d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -558,15 +558,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -591,7 +582,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/base/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/base/index.html
index eb2dd2faf5..69b937d86c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/base/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/base/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -338,14 +338,6 @@
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/base/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -370,7 +362,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index.html
index a7e5d6677f..95a5dbff45 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -407,15 +407,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -440,7 +431,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index.html
index a0828ffcf7..961ec6a178 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -414,15 +414,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -447,7 +438,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.html
index 04f870ee97..a3bd8a33b6 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -404,15 +404,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -437,7 +428,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/index.html
index 0858f06492..4b147c6c10 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/common/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -370,15 +370,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/common/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -403,7 +394,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/compatibility/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/compatibility/index.html
index bfdd783ed1..913518bf18 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/compatibility/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/compatibility/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -407,15 +407,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/compatibility/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -440,7 +431,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/custom_transformer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/custom_transformer/index.html
index 66ea8a75c7..bf2968df59 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/custom_transformer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/custom_transformer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -397,15 +397,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/custom_transformer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -430,7 +421,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/eval/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/eval/index.html
index 0467215543..cbcc0cf779 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/eval/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/eval/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -500,15 +500,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/eval/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -533,7 +524,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index.html
index 2baae7e5a4..0396c1251e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -651,15 +651,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -684,7 +675,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index.html
index 140590ce39..0542b9c438 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -414,15 +414,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -447,7 +438,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index.html
index ee7d14993f..cfaf7ac6f8 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -756,15 +756,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -789,7 +780,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index.html
index bd60c8a1a5..6975c899d5 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -503,15 +503,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -536,7 +527,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index.html
index 12c7a8e946..1bb2141f0b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -415,15 +415,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -448,7 +439,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/index.html
index 753940fdea..2789f7054c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -428,15 +428,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -461,7 +452,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index.html
index 0471894625..3c507eccaa 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -543,15 +543,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -576,7 +567,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index.html
index eaff564b24..7cd449f489 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -633,15 +633,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -666,7 +657,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index.html
index 004592b411..4e4fc4a081 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -416,15 +416,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -449,7 +440,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index.html
index 46773b8a08..8b59b2652e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -617,15 +617,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -650,7 +641,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/index.html
index 3f983149cf..b12047c263 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -418,15 +418,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/graph/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -451,7 +442,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index.html
index ee891ff6c6..c92039d145 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -415,15 +415,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -448,7 +439,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index.html
index e1ec7604b1..2793034755 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -599,15 +599,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -632,7 +623,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index.html
index 3d6f329790..483ee04d7e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -536,15 +536,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -569,7 +560,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/index.html
index 1b0474dbe6..7465efceb3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -441,15 +441,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/finance/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -474,7 +465,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/seq_generation/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/seq_generation/index.html
index a78c35f076..e0fc1b04ed 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/seq_generation/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/seq_generation/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -404,15 +404,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/seq_generation/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -437,7 +428,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/seq_generation/qa_ner_generator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/seq_generation/qa_ner_generator/index.html
index b5f0315347..52ac458baf 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/seq_generation/qa_ner_generator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/seq_generation/qa_ner_generator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -479,15 +479,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/seq_generation/qa_ner_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -512,7 +503,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index.html
index a3e8e0d107..bc20252016 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -564,15 +564,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -597,7 +588,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index.html
index c15d06b0f0..f933fa5f6c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -663,15 +663,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -696,7 +687,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index.html
index 5ce2efd5e0..01314b5b3c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -573,15 +573,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -606,7 +597,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/index.html
index dcb77d526e..710bcffb71 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -416,15 +416,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -449,7 +440,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index.html
index e86d86e91c..e543b113b9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -441,15 +441,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -474,7 +465,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index.html
index 07ab3d23df..08e0973f76 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -541,15 +541,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -574,7 +565,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index.html
index 77892dbe4e..6074ab453d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -492,15 +492,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -525,7 +516,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index.html
index 42ecdfa303..dc75d3ca40 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -533,15 +533,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -566,7 +557,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/index.html
index 95158cf3d4..42311556d7 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -418,15 +418,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_generation/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -451,7 +442,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index.html
index c0e24a0cd7..729d3a0f87 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -488,15 +488,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -521,7 +512,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/index.html
index 76e704938f..1be02e8a7b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -419,15 +419,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -452,7 +443,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index.html
index 55ad166158..93f2ed2a00 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -577,15 +577,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -610,7 +601,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index.html
index 435faf5bc0..4bd418d390 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -787,15 +787,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -820,7 +811,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index.html
index 514817a5ce..7cfb3367a2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -416,15 +416,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -449,7 +440,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index.html
index 190bea0b1a..dafae9c4fa 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -527,15 +527,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -560,7 +551,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/freeze/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/freeze/index.html
index 6a198c7426..b2cf99ff0e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/freeze/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/freeze/index.html
@@ -37,7 +37,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -529,19 +529,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 
 <div class="toc-item">
   
-</div>
-
-<div class="toc-item">
-  
-<div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/freeze/index.rst.txt">
-        <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-</div>
-
-</div>
-
-            </div>
+</div></div>
           
           
         </div>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/functions/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/functions/index.html
index 25baaf07b4..4cf16c1ea3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/functions/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/functions/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -532,15 +532,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/functions/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -565,7 +556,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/index.html
index b35354f515..6411c1f047 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../" id="documentation_options" src="../../../static/documentation_options.js"></script>
     <script src="../../../static/jquery.js"></script>
     <script src="../../../static/underscore.js"></script>
-    <script src="../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../static/doctools.js"></script>
     <script src="../../../static/sphinx_highlight.js"></script>
     <script src="../../../static/toggleprompt.js"></script>
@@ -584,15 +584,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../_sources/reference/autosummary/sparknlp_jsl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -617,7 +608,8 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/internal/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/internal/index.html
index 399fdc86cf..11ded8fee1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/internal/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/internal/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -402,15 +402,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/internal/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -435,7 +426,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index.html
index b4037a764c..38894d625d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -654,15 +654,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -687,7 +678,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index.html
index 072c2a3f03..c521d5943a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -414,15 +414,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -447,7 +438,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html
index d9514caac8..d37b273ccf 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -756,15 +756,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -789,7 +780,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index.html
index 88e5a57304..7820b76306 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -503,15 +503,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -536,7 +527,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index.html
index 9d878061a6..b9b0699dc8 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -415,15 +415,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -448,7 +439,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/index.html
index 8d288c7fc6..ac04fa63eb 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -428,15 +428,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -461,7 +452,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index.html
index af7828de46..acd5bc33c2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -543,15 +543,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -576,7 +567,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index.html
index 697bb9b859..277272257e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -633,15 +633,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -666,7 +657,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index.html
index 26d87bb051..65026154f6 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -416,15 +416,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -449,7 +440,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index.html
index 069705ff5f..b96739e6a0 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -623,15 +623,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -656,7 +647,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/index.html
index d110abcbf7..6dec5a6afe 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -418,15 +418,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/graph/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -451,7 +442,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index.html
index ca05243a66..ccb743c716 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -415,15 +415,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -448,7 +439,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index.html
index 5cb417d2ea..ce0f1d6182 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -599,15 +599,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -632,7 +623,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index.html
index 981111e981..163e010ffc 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -536,15 +536,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -569,7 +560,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/index.html
index 48e0854ea0..36fe9c66be 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -441,15 +441,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/legal/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -474,7 +465,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/seq_generation/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/seq_generation/index.html
index db8fcf6d1e..cca520c5a2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/seq_generation/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/seq_generation/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -404,15 +404,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/seq_generation/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -437,7 +428,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/seq_generation/qa_ner_generator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/seq_generation/qa_ner_generator/index.html
index a234303bbd..05f5484dbd 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/seq_generation/qa_ner_generator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/seq_generation/qa_ner_generator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -479,15 +479,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/seq_generation/qa_ner_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -512,7 +503,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/index.html
index 8d53f48595..3ad39dc740 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -416,15 +416,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -449,7 +440,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index.html
index c54cd91ef7..40916f61ab 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -564,15 +564,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -597,7 +588,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index.html
index 7646cd366c..112a6e44b2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -663,15 +663,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -696,7 +687,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index.html
index bdb81962dc..eea8b2cc85 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -573,15 +573,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -606,7 +597,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/index.html
index 668886c48b..f7a336d434 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -418,15 +418,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_generation/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -451,7 +442,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index.html
index fc2be97a6a..bb438f2676 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -441,15 +441,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -474,7 +465,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index.html
index 9f311da980..a2c35a57fd 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -541,15 +541,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -574,7 +565,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index.html
index f025267d16..d9e01ed010 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -492,15 +492,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -525,7 +516,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index.html
index 9d316dc7e9..eea1c88141 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -533,15 +533,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -566,7 +557,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index.html
index 2052b7c8e1..434c9823ab 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -488,15 +488,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -521,7 +512,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/index.html
index e133fcaef8..414ffd2026 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -419,15 +419,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/token_classification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -452,7 +443,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index.html
index c59c8fd242..19cce01e10 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -416,15 +416,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -449,7 +440,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index.html
index 5eeb75da92..348590b720 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -577,15 +577,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -610,7 +601,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index.html
index 074b61e1b1..0e9f2c665f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -800,15 +800,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -833,7 +824,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index.html
index ae34652c49..8a89dd5f1d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../../" id="documentation_options" src="../../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../../static/jquery.js"></script>
     <script src="../../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../../static/doctools.js"></script>
     <script src="../../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../../static/toggleprompt.js"></script>
@@ -527,15 +527,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../../_sources/reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -560,7 +551,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/modelTracer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/modelTracer/index.html
index 10476a12a8..ed21916e92 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/modelTracer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/modelTracer/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -388,15 +388,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/modelTracer/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -421,7 +412,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index.html
index aafa0d031f..0a5c47a45f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -461,15 +461,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -494,7 +485,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/bias/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/bias/index.html
index 9f87544665..6f3556fb2d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/bias/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/bias/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -381,15 +381,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/bias/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -414,7 +405,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/index.html
index bf6fa25cfd..ce734b55f5 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -396,15 +396,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#subpackages">Subpackages</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -429,7 +420,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index.html
index 39f39f55b4..b9686b3ca6 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -383,15 +383,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -416,7 +407,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html
index b18ca4170e..afff3ea746 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -632,15 +632,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -665,7 +656,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.html
index 7c426624b6..950c5fd934 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -447,15 +447,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -480,7 +471,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index.html
index 80b4cc687b..93f84c76f5 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -454,15 +454,6 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -487,7 +478,8 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/index.html
index 0a7b9d4455..3f34a20cf1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -383,15 +383,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/robustness/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -416,7 +407,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html
index 1985f75014..81b5736c5a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -771,15 +771,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -804,7 +795,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html
index 8d93bba560..502dc5024f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -787,15 +787,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -820,7 +811,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.html
index 9ef31fcd76..9a81da7b6b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
@@ -426,15 +426,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -459,7 +450,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/pretrained/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/pretrained/index.html
index c395044c38..2c85258c3c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/pretrained/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/pretrained/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -481,15 +481,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/pretrained/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -514,7 +505,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/structured_deidentification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/structured_deidentification/index.html
index 4362bbed25..ada58f0703 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/structured_deidentification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/structured_deidentification/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -447,15 +447,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/structured_deidentification/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -480,7 +471,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.html
index 0629b00213..6b9a8db3f2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -386,15 +386,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -419,7 +410,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html
similarity index 87%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html
index 44e51e8b44..abab918bae 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -337,41 +337,41 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">seq_max_len</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feat_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_classes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'/cpu:0'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">seq_max_len</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feat_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_classes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'/cpu:0'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">
-<span class="sig-name descname"><span class="pre">fully_connected_layer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation_func</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.fully_connected_layer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fully_connected_layer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation_func</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.fully_connected_layer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">
-<span class="sig-name descname"><span class="pre">add_bidirectional_lstm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_hidden</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_layers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.add_bidirectional_lstm"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_bidirectional_lstm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_hidden</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_layers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.add_bidirectional_lstm"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer">
-<span class="sig-name descname"><span class="pre">add_optimizer</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.add_optimizer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_optimizer</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.add_optimizer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train">
-<span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">trainset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">testset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">64</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">learning_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.15</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_acc</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">7</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.train"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">trainset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">testset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">64</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">learning_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.15</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_acc</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">7</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.train"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy">
-<span class="sig-name descname"><span class="pre">calc_accuracy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.calc_accuracy"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">calc_accuracy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.calc_accuracy"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy" title="Permalink to this definition">#</a></dt>
 <dd><p>Calculate accuracy on dataset</p>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix">
-<span class="sig-name descname"><span class="pre">confusion_matrix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sess</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.confusion_matrix"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">confusion_matrix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sess</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.confusion_matrix"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph">
-<span class="sig-name descname"><span class="pre">persist_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.persist_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">persist_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model.html#AssertionModel.persist_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -427,15 +427,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -460,7 +451,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index.html
similarity index 96%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index.html
index 5a2057411d..0ce3122ba9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -366,15 +366,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -399,7 +390,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html
similarity index 86%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html
index c2be166dc2..fb3772453c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,45 +341,45 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">BaseTFModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">BaseTFModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph">
-<span class="sig-name descname"><span class="pre">get_graph</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.get_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_graph</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.get_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built">
-<span class="sig-name descname"><span class="pre">is_built</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.is_built"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">is_built</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.is_built"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph">
-<span class="sig-name descname"><span class="pre">export_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.export_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">export_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.export_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch">
-<span class="sig-name descname"><span class="pre">generate_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.generate_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">generate_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.generate_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">
-<span class="sig-name descname"><span class="pre">fit_dataset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">training_set</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">validation_set</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">training_batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">validation_batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs_n</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">learning_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">progresstracker</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.fit_dataset"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_dataset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">training_set</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">validation_set</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">training_batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">validation_batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs_n</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">learning_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">progresstracker</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.fit_dataset"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph">
-<span class="sig-name descname"><span class="pre">load_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">models_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.load_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">load_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">models_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.load_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests">
-<span class="sig-name descname"><span class="pre">run_tests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.run_tests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">run_tests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel.html#BaseTFModel.run_tests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -436,15 +436,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -469,7 +460,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html
similarity index 93%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html
index 6640d93fbc..4d69fabfb9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -332,12 +332,12 @@
 <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this heading">#</a></h2>
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params">
-<span class="sig-name descname"><span class="pre">build_params</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model.html#build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build_params</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model.html#build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model">
-<span class="sig-name descname"><span class="pre">model</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model.html#model"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">model</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model.html#model"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </section>
@@ -379,15 +379,6 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -412,7 +403,8 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html
similarity index 90%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html
index 592b9401ca..af835c6bff 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,20 +341,20 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model.html#GenericClassifierModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model.html#GenericClassifierModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model.html#GenericClassifierModel.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model.html#GenericClassifierModel.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">
-<span class="sig-name descname"><span class="pre">run_tests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model.html#GenericClassifierModel.run_tests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">run_tests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model.html#GenericClassifierModel.run_tests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">
-<span class="sig-name descname"><span class="pre">export_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model.html#GenericClassifierModel.export_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">export_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model.html#GenericClassifierModel.export_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -406,15 +406,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -439,7 +430,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index.html
similarity index 96%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index.html
index 0e12a2944e..159f81f7a6 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -374,15 +374,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -407,7 +398,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html
similarity index 88%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html
index 1d34dd85b6..6e049f8c8c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,35 +341,35 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ProgressTracker</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batches_n</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ProgressTracker</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batches_n</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start">
-<span class="sig-name descname"><span class="pre">on_training_start</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs_n</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.on_training_start"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">on_training_start</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs_n</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.on_training_start"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end">
-<span class="sig-name descname"><span class="pre">on_training_end</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.on_training_end"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">on_training_end</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.on_training_end"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch">
-<span class="sig-name descname"><span class="pre">on_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">loss</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">accuracy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_validation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.on_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">on_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">loss</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">accuracy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_validation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.on_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch">
-<span class="sig-name descname"><span class="pre">on_epoch</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.on_epoch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">on_epoch</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.on_epoch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval">
-<span class="sig-name descname"><span class="pre">get_report_interval</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.get_report_interval"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_report_interval</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.get_report_interval"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress">
-<span class="sig-name descname"><span class="pre">print_progress</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">end_of_epoch</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.print_progress"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">print_progress</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">end_of_epoch</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker.html#ProgressTracker.print_progress"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -424,15 +424,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -457,7 +448,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html
similarity index 82%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html
index ef3f6dc1ee..4e2e9ec217 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -350,101 +350,101 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MODEL_OPS</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_OPS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MODEL_OPS</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_OPS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS" title="Permalink to this definition">#</a></dt>
 <dd><p>Generic enumeration.</p>
 <p>Derive from this class to define new enumerations.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT">
-<span class="sig-name descname"><span class="pre">INIT</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">10</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_OPS.INIT"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">INIT</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">10</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_OPS.INIT"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN">
-<span class="sig-name descname"><span class="pre">TRAIN</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">11</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_OPS.TRAIN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">TRAIN</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">11</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_OPS.TRAIN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MODEL_TENSORS</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MODEL_TENSORS</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS" title="Permalink to this definition">#</a></dt>
 <dd><p>Generic enumeration.</p>
 <p>Derive from this class to define new enumerations.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS">
-<span class="sig-name descname"><span class="pre">LOSS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">100</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.LOSS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">LOSS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">100</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.LOSS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC">
-<span class="sig-name descname"><span class="pre">ACC</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">101</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.ACC"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">ACC</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">101</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.ACC"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS">
-<span class="sig-name descname"><span class="pre">INPUTS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">102</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.INPUTS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">INPUTS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">102</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.INPUTS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS">
-<span class="sig-name descname"><span class="pre">TARGETS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">103</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.TARGETS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">TARGETS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">103</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.TARGETS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">
-<span class="sig-name descname"><span class="pre">OUTPUTS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">104</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.OUTPUTS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">OUTPUTS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">104</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.OUTPUTS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">
-<span class="sig-name descname"><span class="pre">LEARNING_RATE</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">105</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.LEARNING_RATE"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">LEARNING_RATE</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">105</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#MODEL_TENSORS.LEARNING_RATE"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RUN_TYPES</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#RUN_TYPES"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RUN_TYPES</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#RUN_TYPES"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES" title="Permalink to this definition">#</a></dt>
 <dd><p>Generic enumeration.</p>
 <p>Derive from this class to define new enumerations.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN">
-<span class="sig-name descname"><span class="pre">TRAIN</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#RUN_TYPES.TRAIN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">TRAIN</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#RUN_TYPES.TRAIN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE">
-<span class="sig-name descname"><span class="pre">EVALUATE</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#RUN_TYPES.EVALUATE"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">EVALUATE</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#RUN_TYPES.EVALUATE"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT">
-<span class="sig-name descname"><span class="pre">PREDICT</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#RUN_TYPES.PREDICT"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">PREDICT</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#RUN_TYPES.PREDICT"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Settings</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#Settings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Settings</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#Settings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR">
-<span class="sig-name descname"><span class="pre">DATASETS_DIR</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#Settings.DATASETS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">DATASETS_DIR</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#Settings.DATASETS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR">
-<span class="sig-name descname"><span class="pre">MODELS_DIR</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#Settings.MODELS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">MODELS_DIR</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#Settings.MODELS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR">
-<span class="sig-name descname"><span class="pre">LOGS_DIR</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">/tmp/genericclassifier</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#Settings.LOGS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">LOGS_DIR</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">/tmp/genericclassifier</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#Settings.LOGS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">
-<span class="sig-name descname"><span class="pre">DEFAULT_MODEL_NODE_NAMES</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings.html#Settings.DEFAULT_MODEL_NODE_NAMES"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">DEFAULT_MODEL_NODE_NAMES</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/generic_classifier/settings.html#Settings.DEFAULT_MODEL_NODE_NAMES"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -517,15 +517,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -550,7 +541,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html
new file mode 100644
index 0000000000..80c06a439e
--- /dev/null
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html
@@ -0,0 +1,1235 @@
+
+
+<!DOCTYPE html>
+
+
+<html lang="en" >
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
+
+    <title>sparknlp_jsl._tf_graph_builders.graph_builders &#8212; Spark NLP  documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../../../../static/styles/theme.css?digest=e353d410970836974a52" rel="stylesheet" />
+<link href="../../../../../static/styles/bootstrap.css?digest=e353d410970836974a52" rel="stylesheet" />
+<link href="../../../../../static/styles/pydata-sphinx-theme.css?digest=e353d410970836974a52" rel="stylesheet" />
+
+  
+  <link href="../../../../../static/vendor/fontawesome/6.1.2/css/all.min.css?digest=e353d410970836974a52" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../../../../static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../../../static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../../../static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../../../../../static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../../../../static/graphviz.css" />
+    <link rel="stylesheet" type="text/css" href="../../../../../static/css/custom.css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../../../../static/scripts/bootstrap.js?digest=e353d410970836974a52" />
+<link rel="preload" as="script" href="../../../../../static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
+
+    <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
+    <script src="../../../../../static/jquery.js"></script>
+    <script src="../../../../../static/underscore.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/doctools.js"></script>
+    <script src="../../../../../static/sphinx_highlight.js"></script>
+    <script src="../../../../../static/toggleprompt.js"></script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index';</script>
+    <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
+    <link rel="index" title="Index" href="../../../../../genindex.html" />
+    <link rel="search" title="Search" href="../../../../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
+
+  
+  
+  <a class="skip-link" href="#main-content">Skip to main content</a>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          name="__primary"
+          id="__primary"/>
+  <label class="overlay overlay-primary" for="__primary"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          name="__secondary"
+          id="__secondary"/>
+  <label class="overlay overlay-secondary" for="__secondary"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../../../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+  
+    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
+<div class="bd-header__inner bd-page-width">
+  <label class="sidebar-toggle primary-toggle" for="__primary">
+    <span class="fa-solid fa-bars"></span>
+  </label>
+  
+  <div class="navbar-header-items__start">
+    
+      <div class="navbar-item">
+  
+
+<a class="navbar-brand logo" href="../../../../../index.html">
+  
+  
+  
+  
+    
+    
+      
+    
+    
+    <img src="../../../../../static/logo.png" class="logo__image only-light" alt="Logo image"/>
+    <script>document.write(`<img src="../../../../../static/logo.png" class="logo__image only-dark" alt="Logo image"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item"><nav class="navbar-nav">
+  <p class="sidebar-header-items__title"
+     role="heading"
+     aria-level="1"
+     aria-label="Site Navigation">
+    Site Navigation
+  </p>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../../getting_started/index.html">
+                        Getting Started
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../index.html">
+                        API Reference
+                      </a>
+                    </li>
+                
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+<script>
+document.write(`
+  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+  </button>
+`);
+</script>
+        </div>
+      
+      
+        <div class="navbar-item">
+<script>
+document.write(`
+  <button class="theme-switch-button btn btn-sm btn-outline-primary navbar-btn rounded-circle" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <span class="theme-switch" data-mode="light"><i class="fa-solid fa-sun"></i></span>
+    <span class="theme-switch" data-mode="dark"><i class="fa-solid fa-moon"></i></span>
+    <span class="theme-switch" data-mode="auto"><i class="fa-solid fa-circle-half-stroke"></i></span>
+  </button>
+`);
+</script></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+<script>
+document.write(`
+  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+  </button>
+`);
+</script>
+    </div>
+  
+
+  
+    <label class="sidebar-toggle secondary-toggle" for="__secondary">
+      <span class="fa-solid fa-outdent"></span>
+    </label>
+  
+</div>
+
+    </nav>
+  
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          <div class="navbar-item"><nav class="navbar-nav">
+  <p class="sidebar-header-items__title"
+     role="heading"
+     aria-level="1"
+     aria-label="Site Navigation">
+    Site Navigation
+  </p>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../../getting_started/index.html">
+                        Getting Started
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../index.html">
+                        API Reference
+                      </a>
+                    </li>
+                
+  </ul>
+</nav></div>
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+<script>
+document.write(`
+  <button class="theme-switch-button btn btn-sm btn-outline-primary navbar-btn rounded-circle" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <span class="theme-switch" data-mode="light"><i class="fa-solid fa-sun"></i></span>
+    <span class="theme-switch" data-mode="dark"><i class="fa-solid fa-moon"></i></span>
+    <span class="theme-switch" data-mode="auto"><i class="fa-solid fa-circle-half-stroke"></i></span>
+  </button>
+`);
+</script></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumbs">
+  <ul class="bd-breadcrumbs" role="navigation" aria-label="Breadcrumb">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../../../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders</span></code></li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article" role="main">
+                  
+  <section id="module-sparknlp_jsl._tf_graph_builders.graph_builders">
+<span id="sparknlp-jsl-tf-graph-builders-graph-builders"></span><h1><a class="reference internal" href="#module-sparknlp_jsl._tf_graph_builders.graph_builders" title="sparknlp_jsl._tf_graph_builders.graph_builders"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders</span></code></a><a class="headerlink" href="#module-sparknlp_jsl._tf_graph_builders.graph_builders" title="Permalink to this heading">#</a></h1>
+<section id="module-contents">
+<h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this heading">#</a></h2>
+<section id="classes">
+<h3>Classes<a class="headerlink" href="#classes" title="Permalink to this heading">#</a></h3>
+<table class="autosummary longtable table autosummary">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"><code class="xref py py-obj docutils literal notranslate"><span class="pre">TFGraphBuilder</span></code></a></p></td>
+<td><p>Generic class to create the tensorflow graphs for 'ner_dl', 'generic_classifier',</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder"><code class="xref py py-obj docutils literal notranslate"><span class="pre">GenericClassifierTFGraphBuilder</span></code></a></p></td>
+<td><p>Class to create the the TF graphs for GenericClassifierApproach.</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder"><code class="xref py py-obj docutils literal notranslate"><span class="pre">LogRegClassifierTFGraphBuilder</span></code></a></p></td>
+<td><p>Class to create the the TF graphs for GenericClassifierApproach.</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SVMClassifierTFGraphBuilder</span></code></a></p></td>
+<td><p>Class to create the the TF graphs for GenericClassifierApproach.</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder"><code class="xref py py-obj docutils literal notranslate"><span class="pre">AssertionTFGraphBuilder</span></code></a></p></td>
+<td><p>Class to build the the TF graphs for AssertionDLApproach.</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder"><code class="xref py py-obj docutils literal notranslate"><span class="pre">NerTFGraphBuilder</span></code></a></p></td>
+<td><p>Class to build the the TF graphs for MedicalNerApproach.</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder" title="sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder"><code class="xref py py-obj docutils literal notranslate"><span class="pre">RelationExtractionTFGraphBuilder</span></code></a></p></td>
+<td><p>Class to build the the TF graphs for RelationExtractionApproach</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory" title="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">TFGraphBuilderFactory</span></code></a></p></td>
+<td><p>Factory class to create the the different tensorflow graphs for ner_dl,</p></td>
+</tr>
+</tbody>
+</table>
+<dl class="py exception">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion">
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion" title="Permalink to this definition">#</a></dt>
+<dd><p>Exception raised for not-supported Tensorflow versions.</p>
+<p>Currently supported versions are 1.15 and 2.xx.</p>
+</dd></dl>
+
+<dl class="py exception">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded">
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TensorflowAddonsNeeded</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TensorflowAddonsNeeded"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded" title="Permalink to this definition">#</a></dt>
+<dd><p>Exception raised when Tensorflow Addons are needed but not installed.</p>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<dd><p>Generic class to create the tensorflow graphs for ‘ner_dl’, ‘generic_classifier’,
+‘assertion_dl’, ‘relation_extraction’ annotators in Healthcare NLP.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>build_params</strong><span class="classifier">dict</span></dt><dd><p>The build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">tf_graph</span><span class="o">.</span><span class="n">get_models</span><span class="p">()</span>
+</pre></div>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name">
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns True if the model supports automatic file name generation.</p>
+<p>This class method needs to be overridden in the child classes.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename">
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the model file name.</p>
+<p>This class method needs to be overridden in the child classes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>Exception</dt><dd><p>If the method is not implemented in the child classes.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params">
+<span class="sig-name descname"><span class="pre">check_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.check_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Checks if the build parameters are valid.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>Exception</dt><dd><p>If the build parameters are not valid or needed parameter is not given.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params">
+<span class="sig-name descname"><span class="pre">get_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the build parameters.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The build parameters.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults">
+<span class="sig-name descname"><span class="pre">get_build_params_with_defaults</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_params_with_defaults"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the build parameters with the default values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The build parameters with the default values.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param">
+<span class="sig-name descname"><span class="pre">get_build_param</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_param</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Any</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_build_param"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the value of the given build parameter.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>build_param</strong><span class="classifier">str</span></dt><dd><p>The name of the build parameter to retrieve.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><dl class="simple">
+<dt>Any</dt><dd><p>The value of the build parameter.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>Exception</dt><dd><p>If the build parameter is not found.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params">
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the build parameters for the model.</p>
+<p>This class method needs to be overridden in the child classes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations">
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the explanations for the build parameters for the model.</p>
+<p>This class method needs to be overridden in the child classes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The explanations for the build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<dd><p>Class to create the the TF graphs for GenericClassifierApproach.
+Extends the TFGraphBuilder base class.</p>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.base</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">dataframe</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;petfinder-mini.csv&#39;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">DL_params</span> <span class="o">=</span> <span class="p">{</span>
+<span class="gp">... </span>    <span class="s2">&quot;input_dim&quot;</span><span class="p">:</span> <span class="mi">302</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="mi">2</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_layers&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">300</span><span class="p">,</span> <span class="mi">200</span><span class="p">,</span> <span class="mi">100</span><span class="p">],</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_act&quot;</span><span class="p">:</span> <span class="s2">&quot;tanh&quot;</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_act_l2&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;batch_norm&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;output_act&quot;</span><span class="p">:</span> <span class="s2">&quot;softmax&quot;</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;loss_func&quot;</span><span class="p">:</span> <span class="s2">&quot;cross_entropy&quot;</span><span class="p">,</span>
+<span class="gp">... </span><span class="p">}</span>
+<span class="gp">...</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">tf_graph</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;generic_classifier&quot;</span><span class="p">,</span> <span class="n">build_params</span><span class="o">=</span><span class="n">DL_params</span><span class="p">,</span> <span class="n">model_location</span><span class="o">=</span><span class="s2">&quot;/content/gc_graph&quot;</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">)</span>
+<span class="go">This created the graph and saved it to /content/gc_graph/gcl.302.2.pb</span>
+<span class="go">We can use it in the GenericClassifierApproach annotator by setting the modelFile parameter</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">gen_clf</span> <span class="o">=</span> <span class="n">GenericClassifierApproach</span><span class="p">()</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setLabelColumn</span><span class="p">(</span><span class="s2">&quot;target&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;features&quot;</span><span class="p">])</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;prediction&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setModelFile</span><span class="p">(</span><span class="s1">&#39;/content/gc_graph/gcl.302.2.pb&#39;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setEpochsNumber</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setBatchSize</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setFeatureScaling</span><span class="p">(</span><span class="s2">&quot;zscore&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setFixImbalance</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setLearningRate</span><span class="p">(</span><span class="mf">0.001</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setOutputLogsPath</span><span class="p">(</span><span class="s2">&quot;logs&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setValidationSplit</span><span class="p">(</span><span class="mf">0.2</span><span class="p">)</span>
+</pre></div>
+</div>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">clf_Pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">(</span><span class="n">stages</span><span class="o">=</span><span class="p">[</span><span class="n">features_asm</span><span class="p">,</span><span class="n">gen_clf</span><span class="p">])</span>
+</pre></div>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns if the model can be saved with an auto-generated file name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>bool</dt><dd><p>True if the model can be saved with an auto-generated file name, False otherwise.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the model file name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>str</dt><dd><p>The model file name.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the explanations for the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The explanations for the build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build">
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#GenericClassifierTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<dd><p>Builds the model’s graph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>model_location</strong><span class="classifier">str</span></dt><dd><p>The location where the model will be saved.</p>
+</dd>
+<dt><strong>model_filename</strong><span class="classifier">str</span></dt><dd><p>The name of the file where the model will be saved.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LogRegClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<dd><p>Class to create the the TF graphs for GenericClassifierApproach.
+Extends the TFGraphBuilder base class.</p>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.base</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">dataframe</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;petfinder-mini.csv&#39;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">DL_params</span> <span class="o">=</span> <span class="p">{</span>
+<span class="gp">... </span>    <span class="s2">&quot;input_dim&quot;</span><span class="p">:</span> <span class="mi">302</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="mi">2</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_layers&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">300</span><span class="p">,</span> <span class="mi">200</span><span class="p">,</span> <span class="mi">100</span><span class="p">],</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_act&quot;</span><span class="p">:</span> <span class="s2">&quot;tanh&quot;</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_act_l2&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;batch_norm&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;output_act&quot;</span><span class="p">:</span> <span class="s2">&quot;softmax&quot;</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;loss_func&quot;</span><span class="p">:</span> <span class="s2">&quot;cross_entropy&quot;</span><span class="p">,</span>
+<span class="gp">... </span><span class="p">}</span>
+<span class="gp">...</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">tf_graph</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;generic_classifier&quot;</span><span class="p">,</span> <span class="n">build_params</span><span class="o">=</span><span class="n">DL_params</span><span class="p">,</span> <span class="n">model_location</span><span class="o">=</span><span class="s2">&quot;/content/gc_graph&quot;</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">)</span>
+<span class="go">This created the graph and saved it to /content/gc_graph/gcl.302.2.pb</span>
+<span class="go">We can use it in the GenericClassifierApproach annotator by setting the modelFile parameter</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">gen_clf</span> <span class="o">=</span> <span class="n">GenericClassifierApproach</span><span class="p">()</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setLabelColumn</span><span class="p">(</span><span class="s2">&quot;target&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;features&quot;</span><span class="p">])</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;prediction&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setModelFile</span><span class="p">(</span><span class="s1">&#39;/content/gc_graph/gcl.302.2.pb&#39;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setEpochsNumber</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setBatchSize</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setFeatureScaling</span><span class="p">(</span><span class="s2">&quot;zscore&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setFixImbalance</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setLearningRate</span><span class="p">(</span><span class="mf">0.001</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setOutputLogsPath</span><span class="p">(</span><span class="s2">&quot;logs&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setValidationSplit</span><span class="p">(</span><span class="mf">0.2</span><span class="p">)</span>
+</pre></div>
+</div>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">clf_Pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">(</span><span class="n">stages</span><span class="o">=</span><span class="p">[</span><span class="n">features_asm</span><span class="p">,</span><span class="n">gen_clf</span><span class="p">])</span>
+</pre></div>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params">
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations">
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#LogRegClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the explanations for the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The explanations for the build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SVMClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<dd><p>Class to create the the TF graphs for GenericClassifierApproach.
+Extends the TFGraphBuilder base class.</p>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.base</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">dataframe</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;petfinder-mini.csv&#39;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">DL_params</span> <span class="o">=</span> <span class="p">{</span>
+<span class="gp">... </span>    <span class="s2">&quot;input_dim&quot;</span><span class="p">:</span> <span class="mi">302</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;output_dim&quot;</span><span class="p">:</span> <span class="mi">2</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_layers&quot;</span><span class="p">:</span> <span class="p">[</span><span class="mi">300</span><span class="p">,</span> <span class="mi">200</span><span class="p">,</span> <span class="mi">100</span><span class="p">],</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_act&quot;</span><span class="p">:</span> <span class="s2">&quot;tanh&quot;</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;hidden_act_l2&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;batch_norm&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;output_act&quot;</span><span class="p">:</span> <span class="s2">&quot;softmax&quot;</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="s2">&quot;loss_func&quot;</span><span class="p">:</span> <span class="s2">&quot;cross_entropy&quot;</span><span class="p">,</span>
+<span class="gp">... </span><span class="p">}</span>
+<span class="gp">...</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">tf_graph</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;generic_classifier&quot;</span><span class="p">,</span> <span class="n">build_params</span><span class="o">=</span><span class="n">DL_params</span><span class="p">,</span> <span class="n">model_location</span><span class="o">=</span><span class="s2">&quot;/content/gc_graph&quot;</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">)</span>
+<span class="go">This created the graph and saved it to /content/gc_graph/gcl.302.2.pb</span>
+<span class="go">We can use it in the GenericClassifierApproach annotator by setting the modelFile parameter</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">gen_clf</span> <span class="o">=</span> <span class="n">GenericClassifierApproach</span><span class="p">()</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setLabelColumn</span><span class="p">(</span><span class="s2">&quot;target&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;features&quot;</span><span class="p">])</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;prediction&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setModelFile</span><span class="p">(</span><span class="s1">&#39;/content/gc_graph/gcl.302.2.pb&#39;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setEpochsNumber</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setBatchSize</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setFeatureScaling</span><span class="p">(</span><span class="s2">&quot;zscore&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setFixImbalance</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setLearningRate</span><span class="p">(</span><span class="mf">0.001</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setOutputLogsPath</span><span class="p">(</span><span class="s2">&quot;logs&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>   <span class="o">.</span><span class="n">setValidationSplit</span><span class="p">(</span><span class="mf">0.2</span><span class="p">)</span>
+</pre></div>
+</div>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">clf_Pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">(</span><span class="n">stages</span><span class="o">=</span><span class="p">[</span><span class="n">features_asm</span><span class="p">,</span><span class="n">gen_clf</span><span class="p">])</span>
+</pre></div>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params">
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations">
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#SVMClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the explanations for the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The explanations for the build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<dd><p>Class to build the the TF graphs for AssertionDLApproach.
+Extends the TFGraphBuilder base class.</p>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.base</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">feat_size</span> <span class="o">=</span> <span class="mi">200</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">n_classes</span> <span class="o">=</span> <span class="mi">6</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">tf_graph</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;assertion_dl&quot;</span><span class="p">,</span><span class="n">build_params</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;n_classes&quot;</span><span class="p">:</span> <span class="n">n_classes</span><span class="p">},</span> <span class="n">model_location</span><span class="o">=</span> <span class="s2">&quot;./tf_graphs&quot;</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;blstm_34_32_30_</span><span class="si">{}</span><span class="s2">_</span><span class="si">{}</span><span class="s2">.pb&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">feat_size</span><span class="p">,</span> <span class="n">n_classes</span><span class="p">))</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">assertion</span> <span class="o">=</span> <span class="n">AssertionDLApproach</span><span class="p">()</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setLabelCol</span><span class="p">(</span><span class="s2">&quot;label&quot;</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setInputCols</span><span class="p">(</span><span class="s2">&quot;document&quot;</span><span class="p">,</span> <span class="s2">&quot;chunk&quot;</span><span class="p">,</span> <span class="s2">&quot;embeddings&quot;</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;assertion&quot;</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setBatchSize</span><span class="p">(</span><span class="mi">128</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setDropout</span><span class="p">(</span><span class="mf">0.1</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setLearningRate</span><span class="p">(</span><span class="mf">0.001</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setEpochs</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setValidationSplit</span><span class="p">(</span><span class="mf">0.2</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setStartCol</span><span class="p">(</span><span class="s2">&quot;start&quot;</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setEndCol</span><span class="p">(</span><span class="s2">&quot;end&quot;</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setMaxSentLen</span><span class="p">(</span><span class="mi">250</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setEnableOutputLogs</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setOutputLogsPath</span><span class="p">(</span><span class="s1">&#39;training_logs/&#39;</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span>              <span class="o">.</span><span class="n">setGraphFolder</span><span class="p">(</span><span class="s1">&#39;tf_graphs&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns if the model can be saved with an auto-generated file name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>bool</dt><dd><p>True if the model can be saved with an auto-generated file name, False otherwise.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename">
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the model file name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>str</dt><dd><p>The model file name.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params">
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the explanations for the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The explanations for the build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build">
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#AssertionTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<dd><p>Builds the model’s graph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>model_location</strong><span class="classifier">str</span></dt><dd><p>The location where the model will be saved.</p>
+</dd>
+<dt><strong>model_filename</strong><span class="classifier">str</span></dt><dd><p>The name of the file where the model will be saved.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<dd><p>Class to build the the TF graphs for MedicalNerApproach.</p>
+<p class="rubric">Examples</p>
+<p>Builds a graph with embeddings_dim=200, nchars=83, ntags=12 for medical NER.
+&gt;&gt;&gt; from sparknlp_jsl.training import tf_graph
+&gt;&gt;&gt; from sparknlp_jsl.base import *
+&gt;&gt;&gt; from sparknlp.annotator import *
+&gt;&gt;&gt; from sparknlp_jsl.annotator import *
+&gt;&gt;&gt; from sparknlp_jsl.annotator import *
+&gt;&gt;&gt; feat_size = 200
+&gt;&gt;&gt; n_classes = 6
+&gt;&gt;&gt; tf_graph.build(“ner_dl”,
+…                build_params={“embeddings_dim”: 200, “nchars”: 83,”ntags”: 12,”is_medical”: 1},
+…                model_location=”./medical_ner_graphs”,
+…                model_filename=”auto”)
+&gt;&gt;&gt; nerTagger = MedicalNerApproach()    &gt;&gt;&gt;                     .setInputCols([“sentence”, “token”, “embeddings”])    &gt;&gt;&gt;                     .setLabelColumn(“label”)    &gt;&gt;&gt;                     .setOutputCol(“ner”)    &gt;&gt;&gt;                     .setMaxEpochs(2)    &gt;&gt;&gt;                     .setBatchSize(64)    &gt;&gt;&gt;                     .setRandomSeed(0)    &gt;&gt;&gt;                     .setVerbose(1)    &gt;&gt;&gt;                     .setValidationSplit(0.2)    &gt;&gt;&gt;                     .setEvaluationLogExtended(True)     &gt;&gt;&gt;                     .setEnableOutputLogs(True)    &gt;&gt;&gt;                     .setIncludeConfidence(True)    &gt;&gt;&gt;                     .setOutputLogsPath(‘ner_logs’)    &gt;&gt;&gt;                     .setGraphFolder(‘medical_ner_graphs’)    &gt;&gt;&gt;                     .setEnableMemoryOptimizer(True)</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name">
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns if the model can be saved with an auto-generated file name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>bool</dt><dd><p>True if the model can be saved with an auto-generated file name, False otherwise.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename">
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the model file name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>str</dt><dd><p>The model file name.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params">
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the explanations for the build parameters for the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>dict</dt><dd><p>The explanations for the build parameters for the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build">
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#NerTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<dd><p>Builds the model’s graph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>model_location</strong><span class="classifier">str</span></dt><dd><p>The location where the model will be saved.</p>
+</dd>
+<dt><strong>model_filename</strong><span class="classifier">str</span></dt><dd><p>The name of the file where the model will be saved.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<dd><p>Class to build the the TF graphs for RelationExtractionApproach</p>
+<p class="rubric">Examples</p>
+<p>Creates the graph for RelationExtractionApproach
+&gt;&gt;&gt; from sparknlp_jsl.training import tf_graph
+&gt;&gt;&gt; from sparknlp_jsl.base import *
+&gt;&gt;&gt; from sparknlp.annotator import *
+&gt;&gt;&gt; from sparknlp_jsl.annotator import *
+&gt;&gt;&gt; from sparknlp_jsl.annotator import *
+&gt;&gt;&gt; tf_graph.build(“relation_extraction”,
+…                build_params={“input_dim”: 6000,
+…                              “output_dim”: 3,
+…                              “batch_norm”: 1,
+…                              “hidden_layers”: [300, 200],
+…                              “hidden_act”: “relu”,
+…                              “hidden_act_l2”: 1},
+…                 model_location=”.”,
+…                 model_filename=”re_with_BN”)
+&gt;&gt;&gt; re_approach = RelationExtractionApproach() …    .setLabelColumn(“rel”) …    .setInputCols([“embeddings”, “pos_tags”, “train_ner_chunks”, “dependencies”]) …    .setOutputCol(“relations”) …    .setModelFile(‘./re_with_BN’) …    .setEpochsNumber(70) …    .setBatchSize(200) …    .setFixImbalance(True) …    .setLearningRate(0.001) …    .setFromEntity(“begin1i”, “end1i”, “label1”) …    .setToEntity(“begin2i”, “end2i”, “label2”) …    .setValidationSplit(0.2)</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#RelationExtractionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the model file name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>str</dt><dd><p>The model file name.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">#</a></dt>
+<dd><p>Factory class to create the the different tensorflow graphs for ner_dl,
+generic_classifier, assertion_dl, relation_extraction annotators in Healthcare NLP.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models">
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">#</a></dt>
+<dd><p>Method that return the available tf models in  spark-nlp healthcare
+Examples
+——–
+&gt;&gt;&gt; from sparknlp_jsl.training import tf_graph
+&gt;&gt;&gt; tf_graph.get_models()</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build">
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">#</a></dt>
+<dd><p>Method that create the tf graph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>model_name: str</strong></dt><dd><p>The name of the tf model that you want to build.
+Available models are ner_dl, generic_classifier, assertion_dl and relation_extraction.</p>
+</dd>
+<dt><strong>build_params: dict</strong></dt><dd><p>Configuration params to build the tf graph for the specific model.</p>
+</dd>
+<dt><strong>model_location: str</strong></dt><dd><p>Path where the model will be saved.</p>
+</dd>
+<dt><strong>model_filename: str</strong></dt><dd><p>Name of the .rb file. If “auto” (default), the filename will be generated.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><dl class="simple">
+<dt>Exception</dt><dd><p>If the <cite>model_name</cite> is not supported.
+If <cite>model_filename</cite> is “auto” but <cite>model_name</cite> doesn’t support automatic filename generation.</p>
+</dd>
+<dt>ModuleNotFoundError</dt><dd><p>If tensorflow 1.15 or 2.xx is not installed.</p>
+</dd>
+<dt>WrongTFVersion</dt><dd><p>If the tf version is not 1.15 or 2.xx.</p>
+</dd>
+<dt>TensorflowAddonsNeeded</dt><dd><p>If tensorflow addons is not installed.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">tf_graph</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;assertion_dl&quot;</span><span class="p">,</span><span class="n">build_params</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;n_classes&quot;</span><span class="p">:</span> <span class="mi">10</span><span class="p">},</span> <span class="n">model_location</span><span class="o">=</span><span class="s2">&quot;/tmp&quot;</span><span class="p">,</span> <span class="n">model_filename</span><span class="o">=</span><span class="s2">&quot;assertion_dl.pb&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params">
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">#</a></dt>
+<dd><p>Method that return the params allowed for the tf model.
+This method return the params with the description for every param.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>model_name: str</strong></dt><dd><p>The name of the tf model name.
+Available models are: ner_dl, generic_classifier, assertion_dl and relation_extraction</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><dl class="simple">
+<dt>Exception</dt><dd><p>If the model name is not supported.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">tf_graph</span><span class="o">.</span><span class="n">print_model_params</span><span class="p">(</span><span class="s2">&quot;assertion_dl&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+                <footer class="bd-footer-article">
+                  
+<div class="footer-article-items footer-article__inner">
+  
+    <div class="footer-article-item"><!-- Previous / next buttons -->
+<div class="prev-next-area">
+</div></div>
+  
+</div>
+
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+  <div class="sidebar-secondary-item">
+  <div class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-contents">Module Contents</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#classes">Classes</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion"><code class="docutils literal notranslate"><span class="pre">WrongTFVersion</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded"><code class="docutils literal notranslate"><span class="pre">TensorflowAddonsNeeded</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder.supports_auto_file_name()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder.get_model_filename()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder.check_build_params()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder.get_build_params()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder.get_build_params_with_defaults()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder.get_build_param()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder.get_model_build_params()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilder.get_model_build_param_explanations()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder"><code class="docutils literal notranslate"><span class="pre">GenericClassifierTFGraphBuilder</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name"><code class="docutils literal notranslate"><span class="pre">GenericClassifierTFGraphBuilder.supports_auto_file_name()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename"><code class="docutils literal notranslate"><span class="pre">GenericClassifierTFGraphBuilder.get_model_filename()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params"><code class="docutils literal notranslate"><span class="pre">GenericClassifierTFGraphBuilder.get_model_build_params()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><code class="docutils literal notranslate"><span class="pre">GenericClassifierTFGraphBuilder.get_model_build_param_explanations()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build"><code class="docutils literal notranslate"><span class="pre">GenericClassifierTFGraphBuilder.build()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder"><code class="docutils literal notranslate"><span class="pre">LogRegClassifierTFGraphBuilder</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params"><code class="docutils literal notranslate"><span class="pre">LogRegClassifierTFGraphBuilder.get_model_build_params()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations"><code class="docutils literal notranslate"><span class="pre">LogRegClassifierTFGraphBuilder.get_model_build_param_explanations()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder"><code class="docutils literal notranslate"><span class="pre">SVMClassifierTFGraphBuilder</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params"><code class="docutils literal notranslate"><span class="pre">SVMClassifierTFGraphBuilder.get_model_build_params()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations"><code class="docutils literal notranslate"><span class="pre">SVMClassifierTFGraphBuilder.get_model_build_param_explanations()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder"><code class="docutils literal notranslate"><span class="pre">AssertionTFGraphBuilder</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name"><code class="docutils literal notranslate"><span class="pre">AssertionTFGraphBuilder.supports_auto_file_name()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename"><code class="docutils literal notranslate"><span class="pre">AssertionTFGraphBuilder.get_model_filename()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params"><code class="docutils literal notranslate"><span class="pre">AssertionTFGraphBuilder.get_model_build_params()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations"><code class="docutils literal notranslate"><span class="pre">AssertionTFGraphBuilder.get_model_build_param_explanations()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build"><code class="docutils literal notranslate"><span class="pre">AssertionTFGraphBuilder.build()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder"><code class="docutils literal notranslate"><span class="pre">NerTFGraphBuilder</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name"><code class="docutils literal notranslate"><span class="pre">NerTFGraphBuilder.supports_auto_file_name()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename"><code class="docutils literal notranslate"><span class="pre">NerTFGraphBuilder.get_model_filename()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params"><code class="docutils literal notranslate"><span class="pre">NerTFGraphBuilder.get_model_build_params()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations"><code class="docutils literal notranslate"><span class="pre">NerTFGraphBuilder.get_model_build_param_explanations()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build"><code class="docutils literal notranslate"><span class="pre">NerTFGraphBuilder.build()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder"><code class="docutils literal notranslate"><span class="pre">RelationExtractionTFGraphBuilder</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename"><code class="docutils literal notranslate"><span class="pre">RelationExtractionTFGraphBuilder.get_model_filename()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilderFactory</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilderFactory.get_models()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilderFactory.build()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params"><code class="docutils literal notranslate"><span class="pre">TFGraphBuilderFactory.print_model_params()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+          </footer>
+        
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../../../../static/scripts/bootstrap.js?digest=e353d410970836974a52"></script>
+<script src="../../../../../static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52"></script>
+
+  <footer class="bd-footer">
+<div class="bd-footer__inner bd-page-width">
+  
+    <div class="footer-items__start">
+      
+        <div class="footer-item">
+  <p class="copyright">
+    
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
+      <br/>
+    
+  </p>
+</div>
+      
+        <div class="footer-item">
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
+    <br/>
+  </p>
+</div>
+      
+    </div>
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item"><p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.13.3.
+</p></div>
+      
+    </div>
+  
+</div>
+
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/index.html
similarity index 97%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/index.html
index 231b23d608..3e1e7584c1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/index';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -392,15 +392,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -425,7 +416,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.html
similarity index 95%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.html
index 9adf74bf05..0784cb442c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,7 +341,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </table>
 <dl class="py function">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph">
-<span class="sig-name descname"><span class="pre">create_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ntags</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embeddings_dim</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lstm_size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">128</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gpu_device</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_medical</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph.html#create_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">create_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ntags</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embeddings_dim</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lstm_size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">128</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gpu_device</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_medical</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph.html#create_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph" title="Permalink to this definition">#</a></dt>
 <dd><p>Creates the Tensorflow graph for NERDL model</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>model_location (str): Folder where the model will be saved
@@ -398,15 +398,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -431,7 +422,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html
similarity index 90%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html
index f518b7181a..f32c099905 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,17 +341,17 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">DatasetEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">embeddings_resolver</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag2id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">piece_tag</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'[X]'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">DatasetEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">embeddings_resolver</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag2id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">piece_tag</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'[X]'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder" title="Permalink to this definition">#</a></dt>
 <dd><p>Dataset encoder.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle">
-<span class="sig-name descname"><span class="pre">shuffle</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder.shuffle"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">shuffle</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder.shuffle"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle" title="Permalink to this definition">#</a></dt>
 <dd><p>Shuffle the sentences.</p>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">normalize</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">word</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder.normalize"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">normalize</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">word</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder.normalize"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize" title="Permalink to this definition">#</a></dt>
 <dd><p>Transform word to lower case and remove additional white spaces.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>word (str): The word being processed.</p>
@@ -363,7 +363,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">
-<span class="sig-name descname"><span class="pre">get_char_indexes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">word</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder.get_char_indexes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_char_indexes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">word</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder.get_char_indexes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes" title="Permalink to this definition">#</a></dt>
 <dd><p>Get character indexes for a word.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>word (str): Word.</p>
@@ -375,7 +375,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode">
-<span class="sig-name descname"><span class="pre">encode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sentences</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder.encode"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">encode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sentences</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder.html#DatasetEncoder.encode"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode" title="Permalink to this definition">#</a></dt>
 <dd><p>Encode sentences.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>sentences (list): List of sentences.
@@ -434,15 +434,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -467,7 +458,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index.html
similarity index 97%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index.html
index 1044c3cf0d..d2984b0f3b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -374,15 +374,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -407,7 +398,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html
similarity index 84%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html
index bde24d978e..eee8b5d625 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,116 +341,116 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dummy_tags</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_contrib</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_gpu_device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dummy_tags</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_contrib</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_gpu_device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to train NER models</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr">
-<span class="sig-name descname"><span class="pre">add_bilstm_char_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">101</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.add_bilstm_char_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_bilstm_char_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">101</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.add_bilstm_char_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr">
-<span class="sig-name descname"><span class="pre">add_cnn_char_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">101</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nfilters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pad</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.add_cnn_char_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_cnn_char_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">101</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nfilters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pad</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.add_cnn_char_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">
-<span class="sig-name descname"><span class="pre">add_pretrained_word_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.add_pretrained_word_embeddings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_pretrained_word_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.add_pretrained_word_embeddings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr">
-<span class="sig-name descname"><span class="pre">add_context_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ntags</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">height</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">residual</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.add_context_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_context_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ntags</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">height</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">residual</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.add_context_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer">
-<span class="sig-name descname"><span class="pre">add_inference_layer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">crf</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">predictions_op_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.add_inference_layer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_inference_layer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">crf</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">predictions_op_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.add_inference_layer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op">
-<span class="sig-name descname"><span class="pre">add_training_op</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">clip_gradient</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">train_op_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.add_training_op"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_training_op</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">clip_gradient</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">train_op_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.add_training_op"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_trues</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">array</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.num_trues"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_trues</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">array</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.num_trues"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">fill</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">array</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">l</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.fill"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">fill</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">array</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">l</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.fill"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_sentence_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'word_embeddings'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.get_sentence_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_sentence_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'word_embeddings'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.get_sentence_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_sentence_token_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tag_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.get_sentence_token_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_sentence_token_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tag_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.get_sentence_token_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_word_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.get_word_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_word_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.get_word_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_char_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.get_char_ids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_char_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.get_char_ids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_from_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.get_from_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_from_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.get_from_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_tag_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tag_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.get_tag_ids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_tag_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tag_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.get_tag_ids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_word_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'word_embeddings'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.get_word_embeddings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_word_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'word_embeddings'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.get_word_embeddings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">slice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.slice"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">slice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.slice"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables">
-<span class="sig-name descname"><span class="pre">init_variables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.init_variables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">init_variables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.init_variables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train">
-<span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">train</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lr</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">po</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.65</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">init_variables</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.train"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">train</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lr</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">po</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.65</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">init_variables</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.train"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure">
-<span class="sig-name descname"><span class="pre">measure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.measure"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">measure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.measure"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_softmax</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">scores</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.get_softmax"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_softmax</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">scores</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.get_softmax"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict">
-<span class="sig-name descname"><span class="pre">predict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sentences</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.predict"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">predict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sentences</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.predict"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close">
-<span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model.html#NerModel.close"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model.html#NerModel.close"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -521,15 +521,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -554,7 +545,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html
similarity index 91%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html
index b8d598c32a..059507107a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,11 +341,11 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerModelSaver</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ner</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">encoder</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embeddings_file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver.html#NerModelSaver"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerModelSaver</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ner</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">encoder</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embeddings_file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver.html#NerModelSaver"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver" title="Permalink to this definition">#</a></dt>
 <dd><p>Saves a NER model to disk.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">restore_tensorflow_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver.html#NerModelSaver.restore_tensorflow_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">restore_tensorflow_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver.html#NerModelSaver.restore_tensorflow_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state" title="Permalink to this definition">#</a></dt>
 <dd><p>Restores a NER model from disk.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>session (tf.Session): Tensorflow session.
@@ -356,7 +356,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models">
-<span class="sig-name descname"><span class="pre">save_models</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">folder</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver.html#NerModelSaver.save_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">save_models</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">folder</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver.html#NerModelSaver.save_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models" title="Permalink to this definition">#</a></dt>
 <dd><p>Saves a NER model to disk.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>folder (str): Directory where the model will be saved.</p>
@@ -366,7 +366,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save">
-<span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">export_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver.html#NerModelSaver.save"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">export_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver.html#NerModelSaver.save"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save" title="Permalink to this definition">#</a></dt>
 <dd><p>Saves a NER model to disk.</p>
 <p>Generates separate files for the model, the variables,
 the tags, the embeddings and the characters.</p>
@@ -425,15 +425,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -458,7 +449,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html
similarity index 92%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html
index b1d4589837..76739db694 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,15 +341,15 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SentenceGrouper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">bucket_lengths</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper.html#SentenceGrouper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SentenceGrouper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">bucket_lengths</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper.html#SentenceGrouper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">
-<span class="sig-name descname"><span class="pre">get_bucket_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">length</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper.html#SentenceGrouper.get_bucket_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_bucket_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">length</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper.html#SentenceGrouper.get_bucket_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice">
-<span class="sig-name descname"><span class="pre">slice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper.html#SentenceGrouper.slice"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">slice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper.html#SentenceGrouper.slice"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -400,15 +400,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -433,7 +424,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html
similarity index 88%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html
index a55d9d8426..81936eab42 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -362,12 +362,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </table>
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell">
-<span class="sig-name descname"><span class="pre">RNNCell</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#RNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">RNNCell</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#RNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">EmbeddingWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_classes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#EmbeddingWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">EmbeddingWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_classes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#EmbeddingWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper" title="Permalink to this definition">#</a></dt>
 <dd><p>Operator adding input embedding to the given cell.</p>
 <p>Note: in many cases it may be more efficient to not use this wrapper,
 but instead concatenate the whole sequence of your inputs in time,
@@ -375,12 +375,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 feed into your RNN.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state">
-<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#EmbeddingWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#EmbeddingWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#EmbeddingWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#EmbeddingWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run the cell on embedded inputs.</p>
 </dd></dl>
 
@@ -388,19 +388,19 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">InputProjectionWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#InputProjectionWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">InputProjectionWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#InputProjectionWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper" title="Permalink to this definition">#</a></dt>
 <dd><p>Operator adding an input projection to the given cell.</p>
 <p>Note: in many cases it may be more efficient to not use this wrapper,
 but instead concatenate the whole sequence of your inputs in time,
 do the projection on this batch-concatenated sequence, then split it.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state">
-<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#InputProjectionWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#InputProjectionWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#InputProjectionWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#InputProjectionWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run the input projection and then the cell.</p>
 </dd></dl>
 
@@ -408,7 +408,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">OutputProjectionWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#OutputProjectionWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">OutputProjectionWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#OutputProjectionWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper" title="Permalink to this definition">#</a></dt>
 <dd><p>Operator adding an output projection to the given cell.</p>
 <p>Note: in many cases it may be more efficient to not use this wrapper,
 but instead concatenate the whole sequence of your outputs in time,
@@ -416,12 +416,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 if needed or directly feed into a softmax.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state">
-<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#OutputProjectionWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#OutputProjectionWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell.html#OutputProjectionWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell.html#OutputProjectionWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run the cell and output projection on inputs, starting from state.</p>
 </dd></dl>
 
@@ -485,15 +485,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -518,7 +509,8 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html
similarity index 93%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html
index ecfc3b1c62..b308f5726f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -349,7 +349,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">FusedRNNCell</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell.html#FusedRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">FusedRNNCell</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell.html#FusedRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Abstract object representing a fused RNN cell.</p>
 <p>A fused RNN cell represents the entire RNN expanded over the time
 dimension. In effect, this represents an entire recurrent network.</p>
@@ -362,13 +362,13 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">FusedRNNCellAdaptor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_dynamic_rnn</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell.html#FusedRNNCellAdaptor"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">FusedRNNCellAdaptor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_dynamic_rnn</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell.html#FusedRNNCellAdaptor"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor" title="Permalink to this definition">#</a></dt>
 <dd><p>This is an adaptor for RNNCell classes to be used with <cite>FusedRNNCell</cite>.</p>
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TimeReversedFusedRNN</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell.html#TimeReversedFusedRNN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TimeReversedFusedRNN</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell.html#TimeReversedFusedRNN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN" title="Permalink to this definition">#</a></dt>
 <dd><p>This is an adaptor to time-reverse a FusedRNNCell.</p>
 <p>For example,</p>
 <p><code class="docutils literal notranslate"><span class="pre">`python</span>
@@ -424,15 +424,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -457,7 +448,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html
similarity index 90%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html
index c377aece77..0e8426188b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -356,12 +356,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </table>
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell">
-<span class="sig-name descname"><span class="pre">LayerRNNCell</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html#LayerRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">LayerRNNCell</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html#LayerRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GRUBlockCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'gru_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GRUBlockCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'gru_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Block GRU cell implementation.</p>
 <p>Deprecated: use GRUBlockCellV2 instead.</p>
 <p>The implementation is based on:  <a class="reference external" href="http://arxiv.org/abs/1406.1078">http://arxiv.org/abs/1406.1078</a>
@@ -385,12 +385,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <a href="#id3"><span class="problematic" id="id4">``</span></a><a href="#id5"><span class="problematic" id="id6">`</span></a></p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">h_prev</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">h_prev</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>GRU cell.</p>
 </dd></dl>
 
@@ -398,12 +398,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GRUBlockCellV2</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'gru_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCellV2"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GRUBlockCellV2</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'gru_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCellV2"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2" title="Permalink to this definition">#</a></dt>
 <dd><p>Temporary GRUBlockCell impl with a different variable naming scheme.</p>
 <p>Only differs from GRUBlockCell by variable names.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCellV2.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops.html#GRUBlockCellV2.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build" title="Permalink to this definition">#</a></dt>
 <dd><p>GRU cell.</p>
 </dd></dl>
 
@@ -461,15 +461,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -494,7 +485,8 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.html
similarity index 96%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.html
index 9dad66818a..2f2b6f799a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -351,7 +351,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permalink to this heading">#</a></h2>
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.tf">
-<span class="sig-name descname"><span class="pre">tf</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib.html#tf"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.tf" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">tf</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib.html#tf"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.tf" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </section>
@@ -393,15 +393,6 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permal
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -426,7 +417,8 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permal
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html
similarity index 90%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html
index fd7d36c003..571348b56f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -359,12 +359,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </table>
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell">
-<span class="sig-name descname"><span class="pre">LayerRNNCell</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LayerRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">LayerRNNCell</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LayerRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LSTMBlockCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peephole</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'lstm_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LSTMBlockCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peephole</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'lstm_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Basic LSTM recurrent network cell.</p>
 <p>The implementation is based on: <a class="reference external" href="http://arxiv.org/abs/1409.2329">http://arxiv.org/abs/1409.2329</a>.</p>
 <p>We add <cite>forget_bias</cite> (default: 1) to the biases of the forget gate in order to
@@ -374,12 +374,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 variable scope matches.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Long short-term memory cell (LSTM).</p>
 </dd></dl>
 
@@ -387,19 +387,19 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LSTMBlockWrapper</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LSTMBlockWrapper</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper" title="Permalink to this definition">#</a></dt>
 <dd><p>This is a helper class that provides housekeeping for LSTM cells.</p>
 <p>This may be useful for alternative LSTM and similar type of cells.
 The subclasses must implement <cite>_call_cell</cite> method and <cite>num_units</cite> property.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units">
-<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_units</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockWrapper.num_units"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_units</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockWrapper.num_units"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units" title="Permalink to this definition">#</a></dt>
 <dd><p>Number of units in this cell (output dimension).</p>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sequence_length</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sequence_length</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run this LSTM on inputs, starting from the given state.</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: <cite>3-D</cite> tensor with shape <cite>[time_len, batch_size, input_size]</cite>.
@@ -435,7 +435,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LSTMBlockFusedCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peephole</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'lstm_fused_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockFusedCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LSTMBlockFusedCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peephole</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'lstm_fused_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockFusedCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell" title="Permalink to this definition">#</a></dt>
 <dd><p>FusedRNNCell implementation of LSTM.</p>
 <p>This is an extremely efficient LSTM implementation, that uses a single TF op
 for the entire LSTM. It should be both faster and more memory-efficient than
@@ -446,7 +446,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <p>The variable naming is consistent with <cite>rnn_cell_impl.LSTMCell</cite>.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockFusedCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops.html#LSTMBlockFusedCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -508,15 +508,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -541,7 +532,8 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html
similarity index 95%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html
index f950731e09..aba5c61a00 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -346,7 +346,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </table>
 <dl class="py function">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn">
-<span class="sig-name descname"><span class="pre">stack_bidirectional_rnn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cells_fw</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cells_bw</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_states_fw</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_states_bw</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sequence_length</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scope</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn.html#stack_bidirectional_rnn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">stack_bidirectional_rnn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cells_fw</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cells_bw</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_states_fw</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_states_bw</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sequence_length</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scope</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn.html#stack_bidirectional_rnn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn" title="Permalink to this definition">#</a></dt>
 <dd><p>Creates a bidirectional recurrent neural network.</p>
 <p>Stacks several bidirectional rnn layers. The combined forward and backward
 layer outputs are used as input of the next layer. tf.bidirectional_rnn
@@ -396,7 +396,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 
 <dl class="py function">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn">
-<span class="sig-name descname"><span class="pre">stack_bidirectional_dynamic_rnn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cells_fw</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cells_bw</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_states_fw</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_states_bw</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sequence_length</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parallel_iterations</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">time_major</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scope</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">swap_memory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn.html#stack_bidirectional_dynamic_rnn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">stack_bidirectional_dynamic_rnn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cells_fw</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cells_bw</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_states_fw</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial_states_bw</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sequence_length</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parallel_iterations</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">time_major</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scope</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">swap_memory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn.html#stack_bidirectional_dynamic_rnn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn" title="Permalink to this definition">#</a></dt>
 <dd><p>Creates a dynamic bidirectional recurrent neural network.</p>
 <p>Stacks several bidirectional rnn layers. The combined forward and backward
 layer outputs are used as input of the next layer. tf.bidirectional_rnn
@@ -505,15 +505,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -538,7 +529,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html
similarity index 89%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html
index 6465531223..3508c22b0d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -428,7 +428,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">CoupledInputForgetGateLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">proj_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_unit_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state_is_tuple</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">math_ops.tanh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layer_norm</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_gain</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_shift</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#CoupledInputForgetGateLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">CoupledInputForgetGateLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">proj_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_unit_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state_is_tuple</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">math_ops.tanh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layer_norm</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_gain</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_shift</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#CoupledInputForgetGateLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Long short-term memory unit (LSTM) recurrent network cell.</p>
 <p>The default non-peephole implementation is based on:</p>
 <blockquote>
@@ -461,7 +461,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <p>and is applied before the internal nonlinearities.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#CoupledInputForgetGateLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#CoupledInputForgetGateLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of LSTM.</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, batch x num_units.
@@ -499,7 +499,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TimeFreqLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_unit_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feature_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency_skip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#TimeFreqLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TimeFreqLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_unit_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feature_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency_skip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#TimeFreqLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Time-Frequency Long short-term memory unit (LSTM) recurrent network cell.</p>
 <p>This implementation is based on:</p>
 <blockquote>
@@ -510,7 +510,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <p>It uses peep-hole connections and optional cell clipping.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#TimeFreqLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#TimeFreqLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of LSTM.</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, batch x num_units.
@@ -539,7 +539,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GridLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">share_time_frequency_weights</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_unit_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feature_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency_skip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_frequency_blocks</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_freqindex_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_freqindex_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">couple_input_forget_gates</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state_is_tuple</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#GridLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GridLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">share_time_frequency_weights</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_unit_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feature_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency_skip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_frequency_blocks</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_freqindex_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_freqindex_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">couple_input_forget_gates</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state_is_tuple</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#GridLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Grid Long short-term memory unit (LSTM) recurrent network cell.</p>
 <dl class="simple">
 <dt>The default is based on:</dt><dd><p>Nal Kalchbrenner, Ivo Danihelka and Alex Graves
@@ -554,7 +554,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <p>The code uses optional peephole connections, shared_weights and cell clipping.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#GridLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#GridLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of LSTM.</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, [batch, feature_size].
@@ -586,7 +586,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">BidirectionalGridLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">share_time_frequency_weights</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_unit_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feature_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency_skip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_frequency_blocks</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_freqindex_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_freqindex_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">couple_input_forget_gates</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">backward_slice_offset</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#BidirectionalGridLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">BidirectionalGridLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">share_time_frequency_weights</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_unit_shards</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feature_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency_skip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_frequency_blocks</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_freqindex_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_freqindex_list</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">couple_input_forget_gates</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">backward_slice_offset</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#BidirectionalGridLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Bidirectional GridLstm cell.</p>
 <p>The bidirection connection is only used in the frequency direction, which
 hence doesn’t affect the time direction’s real-time processing that is
@@ -594,7 +594,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 The current implementation uses different weights for the two directions.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#BidirectionalGridLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#BidirectionalGridLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of LSTM.</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, [batch, num_units].
@@ -623,12 +623,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AttentionCellWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">attn_length</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">attn_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">attn_vec_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state_is_tuple</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#AttentionCellWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AttentionCellWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">attn_length</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">attn_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">attn_vec_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state_is_tuple</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#AttentionCellWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper" title="Permalink to this definition">#</a></dt>
 <dd><p>Basic attention cell wrapper.</p>
 <p>Implementation based on <a class="reference external" href="https://arxiv.org/abs/1601.06733">https://arxiv.org/abs/1601.06733</a>.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#AttentionCellWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#AttentionCellWrapper.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Long short-term memory cell with attention (LSTMA).</p>
 </dd></dl>
 
@@ -636,7 +636,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">HighwayWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">couple_carry_transform_gates</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">carry_bias_init</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#HighwayWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">HighwayWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">couple_carry_transform_gates</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">carry_bias_init</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#HighwayWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper" title="Permalink to this definition">#</a></dt>
 <dd><p>RNNCell wrapper that adds highway connection on cell input and output.</p>
 <dl class="simple">
 <dt>Based on:</dt><dd><p>R. K. Srivastava, K. Greff, and J. Schmidhuber, “Highway networks”,
@@ -646,14 +646,14 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </dl>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state">
-<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#HighwayWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#HighwayWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LayerNormBasicLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">math_ops.tanh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layer_norm</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_gain</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_shift</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout_keep_prob</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout_prob_seed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#LayerNormBasicLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LayerNormBasicLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">math_ops.tanh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layer_norm</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_gain</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_shift</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout_keep_prob</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout_prob_seed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#LayerNormBasicLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>LSTM unit with layer normalization and recurrent dropout.</p>
 <p>This class adds layer normalization and recurrent dropout to a
 basic LSTM unit. Layer normalization implementation is based on:</p>
@@ -671,7 +671,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#LayerNormBasicLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#LayerNormBasicLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>LSTM cell with layer normalization and recurrent dropout.</p>
 </dd></dl>
 
@@ -679,7 +679,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NASCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#NASCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NASCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#NASCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Neural Architecture Search (NAS) recurrent network cell.</p>
 <p>This implements the recurrent cell from the paper:</p>
 <blockquote>
@@ -690,12 +690,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <p>The class uses an optional projection layer.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#NASCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#NASCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#NASCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#NASCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of NAS Cell.</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, batch x num_units.
@@ -731,7 +731,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">UGRNNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">math_ops.tanh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#UGRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">UGRNNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">math_ops.tanh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#UGRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Update Gate Recurrent Neural Network (UGRNN) cell.</p>
 <p>Compromise between a LSTM/GRU and a vanilla RNN.  There is only one
 gate, and that is to determine whether the unit should be
@@ -745,7 +745,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 “Capacity and Trainability in Recurrent Neural Networks” Proc. ICLR 2017.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#UGRNNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#UGRNNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of UGRNN.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, batch x input size.
@@ -771,7 +771,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">IntersectionRNNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_in_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y_activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">nn_ops.relu</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IntersectionRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">IntersectionRNNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_in_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y_activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">nn_ops.relu</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IntersectionRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Intersection Recurrent Neural Network (+RNN) cell.</p>
 <p>Architecture with coupled recurrent gate as well as coupled depth
 gate, designed to improve information flow through stacked RNNs. As the
@@ -791,7 +791,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 RNNs so it may not achieve best performance with depth 1.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IntersectionRNNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IntersectionRNNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of the Intersection RNN.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, batch x input size.
@@ -818,23 +818,23 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">CompiledWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">compile_stateful</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#CompiledWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">CompiledWrapper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cell</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">compile_stateful</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#CompiledWrapper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper" title="Permalink to this definition">#</a></dt>
 <dd><p>Wraps step execution in an XLA JIT scope.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state">
-<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#CompiledWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#CompiledWrapper.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">PhasedLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">leak</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.001</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ratio_on</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trainable_ratio_on</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">period_init_min</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">period_init_max</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#PhasedLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">PhasedLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">leak</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.001</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ratio_on</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trainable_ratio_on</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">period_init_min</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">period_init_max</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#PhasedLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Phased LSTM recurrent network cell.</p>
 <p><a class="reference external" href="https://arxiv.org/pdf/1610.09513v1.pdf">https://arxiv.org/pdf/1610.09513v1.pdf</a></p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#PhasedLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#PhasedLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Phased LSTM Cell.</p>
 <dl>
 <dt>Args:</dt><dd><dl class="simple">
@@ -863,40 +863,40 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ConvLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">conv_ndims</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_channels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">skip_connection</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'conv_lstm_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#ConvLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ConvLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">conv_ndims</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_channels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">skip_connection</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'conv_lstm_cell'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#ConvLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Convolutional LSTM recurrent network cell.</p>
 <p><a class="reference external" href="https://arxiv.org/pdf/1506.04214v1.pdf">https://arxiv.org/pdf/1506.04214v1.pdf</a></p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scope</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#ConvLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scope</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#ConvLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Conv1DLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'conv_1d_lstm_cell'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#Conv1DLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Conv1DLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'conv_1d_lstm_cell'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#Conv1DLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>1D Convolutional LSTM recurrent network cell.</p>
 <p><a class="reference external" href="https://arxiv.org/pdf/1506.04214v1.pdf">https://arxiv.org/pdf/1506.04214v1.pdf</a></p>
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Conv2DLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'conv_2d_lstm_cell'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#Conv2DLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Conv2DLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'conv_2d_lstm_cell'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#Conv2DLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>2D Convolutional LSTM recurrent network cell.</p>
 <p><a class="reference external" href="https://arxiv.org/pdf/1506.04214v1.pdf">https://arxiv.org/pdf/1506.04214v1.pdf</a></p>
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Conv3DLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'conv_3d_lstm_cell'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#Conv3DLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Conv3DLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'conv_3d_lstm_cell'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#Conv3DLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>3D Convolutional LSTM recurrent network cell.</p>
 <p><a class="reference external" href="https://arxiv.org/pdf/1506.04214v1.pdf">https://arxiv.org/pdf/1506.04214v1.pdf</a></p>
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">number_of_groups</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">math_ops.tanh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#GLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">number_of_groups</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">math_ops.tanh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#GLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Group LSTM cell (G-LSTM).</p>
 <p>The implementation is based on:</p>
 <blockquote>
@@ -912,7 +912,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 of the input and produces a 32-dim part of the output.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#GLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#GLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of G-LSTM.</p>
 <dl>
 <dt>Args:</dt><dd><dl class="simple">
@@ -951,7 +951,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LayerNormLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">proj_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layer_norm</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_gain</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_shift</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#LayerNormLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">LayerNormLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">proj_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layer_norm</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_gain</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm_shift</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#LayerNormLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Long short-term memory unit (LSTM) recurrent network cell.</p>
 <p>The default non-peephole implementation is based on:</p>
 <blockquote>
@@ -979,7 +979,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <p>and is applied before the internal nonlinearities.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#LayerNormLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#LayerNormLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of LSTM.</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, batch x num_units.
@@ -1017,7 +1017,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SRUCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#SRUCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SRUCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#SRUCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell" title="Permalink to this definition">#</a></dt>
 <dd><p>SRU, Simple Recurrent Unit.</p>
 <blockquote>
 <div><p>Implementation based on
@@ -1049,12 +1049,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </dl>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#SRUCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#SRUCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#SRUCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#SRUCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Simple recurrent unit (SRU) with num_units cells.</p>
 </dd></dl>
 
@@ -1062,7 +1062,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">WeightNormLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">proj_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#WeightNormLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">WeightNormLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">norm</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_peepholes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cell_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_proj</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">proj_clip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#WeightNormLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Weight normalized LSTM Cell. Adapted from <cite>rnn_cell_impl.LSTMCell</cite>.</p>
 <p>The weight-norm implementation is based on:
 <a class="reference external" href="https://arxiv.org/abs/1602.07868">https://arxiv.org/abs/1602.07868</a>
@@ -1084,7 +1084,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 large scale acoustic modeling.” INTERSPEECH, 2014.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#WeightNormLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#WeightNormLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of LSTM.</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: input Tensor, 2D, batch x num_units.
@@ -1119,7 +1119,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">IndRNNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">IndRNNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell" title="Permalink to this definition">#</a></dt>
 <dd><dl>
 <dt>Independently Recurrent Neural Network (IndRNN) cell</dt><dd><p>(cf. <a class="reference external" href="https://arxiv.org/abs/1803.04831">https://arxiv.org/abs/1803.04831</a>).</p>
 </dd>
@@ -1141,12 +1141,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </dl>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndRNNCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndRNNCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndRNNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndRNNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>IndRNN: output = new_state = act(W * input + u * state + B).</p>
 </dd></dl>
 
@@ -1154,7 +1154,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">IndyGRUCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndyGRUCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">IndyGRUCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndyGRUCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Independently Gated Recurrent Unit cell.</p>
 <p>Based on IndRNNs (<a class="reference external" href="https://arxiv.org/abs/1803.04831">https://arxiv.org/abs/1803.04831</a>) and similar to GRUCell,
 yet with the \(U_r\), \(U_z\), and \(U\) matrices in equations 5, 6, and
@@ -1199,12 +1199,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </dl>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndyGRUCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndyGRUCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndyGRUCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndyGRUCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Recurrently independent Gated Recurrent Unit (GRU) with nunits cells.</p>
 </dd></dl>
 
@@ -1212,7 +1212,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">IndyLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndyLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">IndyLSTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">forget_bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reuse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndyLSTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Basic IndyLSTM recurrent network cell.</p>
 <p>Based on IndRNNs (<a class="reference external" href="https://arxiv.org/abs/1803.04831">https://arxiv.org/abs/1803.04831</a>) and similar to
 BasicLSTMCell, yet with the \(U_f\), \(U_i\), \(U_o\) and \(U_c\)
@@ -1237,12 +1237,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <p>For a detailed analysis of IndyLSTMs, see <a class="reference external" href="https://arxiv.org/abs/1903.08023">https://arxiv.org/abs/1903.08023</a>.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndyLSTMCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndyLSTMCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#IndyLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#IndyLSTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Independent Long short-term memory cell (IndyLSTM).</p>
 <dl>
 <dt>Args:</dt><dd><p>inputs: <cite>2-D</cite> tensor with shape <cite>[batch_size, input_size]</cite>.
@@ -1263,12 +1263,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState">
-<span class="sig-name descname"><span class="pre">NTMControllerState</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#NTMControllerState"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">NTMControllerState</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#NTMControllerState"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">memory_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">memory_vector_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">read_head_num</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">write_head_num</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shift_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">clip_value</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">dtypes.float32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#NTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NTMCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">memory_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">memory_vector_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">read_head_num</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">write_head_num</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shift_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">clip_value</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">dtypes.float32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#NTMCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Neural Turing Machine Cell with RNN controller.</p>
 <p>Implementation based on:
 <a class="reference external" href="https://arxiv.org/abs/1807.08518">https://arxiv.org/abs/1807.08518</a>
@@ -1281,24 +1281,24 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 A Graves, G Wayne, I Danihelka</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#NTMCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#NTMCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prev_state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#NTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prev_state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#NTMCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state">
-<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#NTMCell.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">zero_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#NTMCell.zero_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MinimalRNNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tanh'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'glorot_uniform'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'ones'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#MinimalRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MinimalRNNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tanh'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'glorot_uniform'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'ones'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#MinimalRNNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell" title="Permalink to this definition">#</a></dt>
 <dd><p>MinimalRNN cell.</p>
 <p>The implementation is based on:</p>
 <blockquote>
@@ -1314,12 +1314,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 the previous hidden state, using a single update gate.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#MinimalRNNCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#MinimalRNNCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#MinimalRNNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#MinimalRNNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of MinimalRNN.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>inputs: input Tensor, must be 2-D, <cite>[batch, input_size]</cite>.
@@ -1343,7 +1343,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">CFNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tanh'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'glorot_uniform'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'ones'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#CFNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">CFNCell</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tanh'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'glorot_uniform'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias_initializer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'ones'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#CFNCell"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell" title="Permalink to this definition">#</a></dt>
 <dd><p>Chaos Free Network cell.</p>
 <p>The implementation is based on:</p>
 <blockquote>
@@ -1357,12 +1357,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 hidden state, using decoupled input and forget gates.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#CFNCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs_shape</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#CFNCell.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell.html#CFNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell.html#CFNCell.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call" title="Permalink to this definition">#</a></dt>
 <dd><p>Run one step of CFN.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>inputs: input Tensor, must be 2-D, <cite>[batch, input_size]</cite>.
@@ -1531,15 +1531,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -1564,7 +1555,8 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html
similarity index 87%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html
index 4bdca44dff..05981efcd8 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -337,41 +337,41 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">seq_max_len</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feat_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_classes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'/cpu:0'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">seq_max_len</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feat_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_classes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'/cpu:0'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer">
-<span class="sig-name descname"><span class="pre">fully_connected_layer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation_func</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.fully_connected_layer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fully_connected_layer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation_func</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.fully_connected_layer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm">
-<span class="sig-name descname"><span class="pre">add_bidirectional_lstm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_hidden</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_layers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.add_bidirectional_lstm"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_bidirectional_lstm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_hidden</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_layers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.add_bidirectional_lstm"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer">
-<span class="sig-name descname"><span class="pre">add_optimizer</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.add_optimizer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_optimizer</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.add_optimizer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train">
-<span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">trainset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">testset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">64</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">learning_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.15</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_acc</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">7</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.train"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">trainset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">testset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">64</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">learning_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.15</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_acc</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">7</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.train"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy">
-<span class="sig-name descname"><span class="pre">calc_accuracy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.calc_accuracy"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">calc_accuracy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.calc_accuracy"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy" title="Permalink to this definition">#</a></dt>
 <dd><p>Calculate accuracy on dataset</p>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix">
-<span class="sig-name descname"><span class="pre">confusion_matrix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sess</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.confusion_matrix"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">confusion_matrix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sess</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.confusion_matrix"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph">
-<span class="sig-name descname"><span class="pre">persist_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.persist_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">persist_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model.html#AssertionModel.persist_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -427,15 +427,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -460,7 +451,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index.html
similarity index 96%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index.html
index c514a0018c..30ce631453 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -366,15 +366,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -399,7 +390,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html
similarity index 86%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html
index eac10a1e51..a278c7d1f4 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,45 +341,45 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">BaseTFModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">BaseTFModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph">
-<span class="sig-name descname"><span class="pre">get_graph</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.get_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_graph</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.get_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built">
-<span class="sig-name descname"><span class="pre">is_built</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.is_built"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">is_built</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.is_built"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph">
-<span class="sig-name descname"><span class="pre">export_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.export_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">export_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.export_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch">
-<span class="sig-name descname"><span class="pre">generate_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.generate_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">generate_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.generate_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset">
-<span class="sig-name descname"><span class="pre">fit_dataset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">training_set</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">validation_set</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">training_batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">validation_batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs_n</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">learning_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">progresstracker</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.fit_dataset"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_dataset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">training_set</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">validation_set</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">training_batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">validation_batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs_n</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">learning_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">progresstracker</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.fit_dataset"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph">
-<span class="sig-name descname"><span class="pre">load_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">models_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.load_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">load_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">models_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.load_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests">
-<span class="sig-name descname"><span class="pre">run_tests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.run_tests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">run_tests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel.html#BaseTFModel.run_tests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -436,15 +436,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -469,7 +460,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html
similarity index 93%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html
index 8d4b1ada7b..4d377bb9f1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -332,12 +332,12 @@
 <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this heading">#</a></h2>
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params">
-<span class="sig-name descname"><span class="pre">build_params</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model.html#build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build_params</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model.html#build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model">
-<span class="sig-name descname"><span class="pre">model</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model.html#model"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">model</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model.html#model"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </section>
@@ -379,15 +379,6 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -412,7 +403,8 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html
similarity index 89%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html
index 9f05fc4a3f..51836177cc 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,20 +341,20 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model.html#GenericClassifierModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model.html#GenericClassifierModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model.html#GenericClassifierModel.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model.html#GenericClassifierModel.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests">
-<span class="sig-name descname"><span class="pre">run_tests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model.html#GenericClassifierModel.run_tests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">run_tests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model.html#GenericClassifierModel.run_tests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph">
-<span class="sig-name descname"><span class="pre">export_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model.html#GenericClassifierModel.export_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">export_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model.html#GenericClassifierModel.export_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -406,15 +406,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -439,7 +430,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index.html
similarity index 96%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index.html
index a55f35587e..5613548a01 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -374,15 +374,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -407,7 +398,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html
similarity index 88%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html
index 1dde0ef50f..496c1b35e3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,35 +341,35 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ProgressTracker</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batches_n</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ProgressTracker</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batches_n</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start">
-<span class="sig-name descname"><span class="pre">on_training_start</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs_n</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.on_training_start"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">on_training_start</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epochs_n</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.on_training_start"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end">
-<span class="sig-name descname"><span class="pre">on_training_end</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.on_training_end"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">on_training_end</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.on_training_end"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch">
-<span class="sig-name descname"><span class="pre">on_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">loss</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">accuracy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_validation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.on_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">on_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">loss</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">accuracy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_validation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.on_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch">
-<span class="sig-name descname"><span class="pre">on_epoch</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.on_epoch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">on_epoch</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.on_epoch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval">
-<span class="sig-name descname"><span class="pre">get_report_interval</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.get_report_interval"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_report_interval</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.get_report_interval"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress">
-<span class="sig-name descname"><span class="pre">print_progress</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">end_of_epoch</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.print_progress"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">print_progress</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">end_of_epoch</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker.html#ProgressTracker.print_progress"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -424,15 +424,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -457,7 +448,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html
similarity index 82%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html
index d9b9764cfd..22619d1f5c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -350,101 +350,101 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MODEL_OPS</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_OPS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MODEL_OPS</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_OPS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS" title="Permalink to this definition">#</a></dt>
 <dd><p>Generic enumeration.</p>
 <p>Derive from this class to define new enumerations.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT">
-<span class="sig-name descname"><span class="pre">INIT</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">10</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_OPS.INIT"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">INIT</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">10</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_OPS.INIT"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN">
-<span class="sig-name descname"><span class="pre">TRAIN</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">11</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_OPS.TRAIN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">TRAIN</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">11</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_OPS.TRAIN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MODEL_TENSORS</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MODEL_TENSORS</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS" title="Permalink to this definition">#</a></dt>
 <dd><p>Generic enumeration.</p>
 <p>Derive from this class to define new enumerations.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS">
-<span class="sig-name descname"><span class="pre">LOSS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">100</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.LOSS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">LOSS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">100</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.LOSS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC">
-<span class="sig-name descname"><span class="pre">ACC</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">101</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.ACC"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">ACC</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">101</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.ACC"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS">
-<span class="sig-name descname"><span class="pre">INPUTS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">102</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.INPUTS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">INPUTS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">102</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.INPUTS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS">
-<span class="sig-name descname"><span class="pre">TARGETS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">103</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.TARGETS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">TARGETS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">103</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.TARGETS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS">
-<span class="sig-name descname"><span class="pre">OUTPUTS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">104</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.OUTPUTS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">OUTPUTS</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">104</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.OUTPUTS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE">
-<span class="sig-name descname"><span class="pre">LEARNING_RATE</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">105</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.LEARNING_RATE"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">LEARNING_RATE</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">105</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#MODEL_TENSORS.LEARNING_RATE"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RUN_TYPES</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#RUN_TYPES"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RUN_TYPES</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#RUN_TYPES"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES" title="Permalink to this definition">#</a></dt>
 <dd><p>Generic enumeration.</p>
 <p>Derive from this class to define new enumerations.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN">
-<span class="sig-name descname"><span class="pre">TRAIN</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#RUN_TYPES.TRAIN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">TRAIN</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#RUN_TYPES.TRAIN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE">
-<span class="sig-name descname"><span class="pre">EVALUATE</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#RUN_TYPES.EVALUATE"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">EVALUATE</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#RUN_TYPES.EVALUATE"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT">
-<span class="sig-name descname"><span class="pre">PREDICT</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#RUN_TYPES.PREDICT"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">PREDICT</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">0</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#RUN_TYPES.PREDICT"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Settings</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#Settings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Settings</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#Settings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR">
-<span class="sig-name descname"><span class="pre">DATASETS_DIR</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#Settings.DATASETS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">DATASETS_DIR</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#Settings.DATASETS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR">
-<span class="sig-name descname"><span class="pre">MODELS_DIR</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#Settings.MODELS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">MODELS_DIR</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#Settings.MODELS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR">
-<span class="sig-name descname"><span class="pre">LOGS_DIR</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">/tmp/genericclassifier</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#Settings.LOGS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">LOGS_DIR</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">/tmp/genericclassifier</span></em><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#Settings.LOGS_DIR"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">
-<span class="sig-name descname"><span class="pre">DEFAULT_MODEL_NODE_NAMES</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings.html#Settings.DEFAULT_MODEL_NODE_NAMES"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">DEFAULT_MODEL_NODE_NAMES</span></span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings.html#Settings.DEFAULT_MODEL_NODE_NAMES"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -517,15 +517,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -550,7 +541,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html
similarity index 88%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html
index 21aced9441..a4e1e7c3fc 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -341,14 +341,14 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py exception">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion">
-<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">WrongTFVersion</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#WrongTFVersion"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion" title="Permalink to this definition">#</a></dt>
 <dd><p>Exception raised for not-supported Tensorflow versions.</p>
 <p>Currently supported versions are 1.15 and 2.xx.</p>
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Generic class to create the tensorflow graphs for ‘ner_dl’, ‘generic_classifier’,
 ‘assertion_dl’, ‘relation_extraction’ annotators in Healthcare NLP.</p>
 <p class="rubric">Examples</p>
@@ -358,7 +358,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name">
-<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns if the model can be saved with an auto-generated file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -372,7 +372,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <p>This method should be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -387,7 +387,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params">
-<span class="sig-name descname"><span class="pre">check_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.check_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">check_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.check_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Checks if the build parameters are valid.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Raises<span class="colon">:</span></dt>
@@ -401,7 +401,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params">
-<span class="sig-name descname"><span class="pre">get_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -415,7 +415,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults">
-<span class="sig-name descname"><span class="pre">get_build_params_with_defaults</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_build_params_with_defaults"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_build_params_with_defaults</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_build_params_with_defaults"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters with the default values.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -429,7 +429,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param">
-<span class="sig-name descname"><span class="pre">get_build_param</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_param</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Any</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_build_param"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_build_param</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_param</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Any</span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_build_param"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the value of the given build parameter.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -455,7 +455,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -470,7 +470,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -487,7 +487,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">GenericClassifierTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to create the the TF graphs for GenericClassifierApproach.
 Extends the TFGraphBuilder base class.</p>
 <p class="rubric">Examples</p>
@@ -524,7 +524,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name">
-<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns if the model can be saved with an auto-generated file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -538,7 +538,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <p>This method should be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -553,7 +553,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -568,7 +568,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -583,14 +583,14 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#GenericClassifierTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AssertionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to build the the TF graphs for AssertionDLApproach</p>
 <p class="rubric">Examples</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph_1x</span>
@@ -620,7 +620,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name">
-<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns if the model can be saved with an auto-generated file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -634,7 +634,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <p>This method should be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -649,7 +649,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -664,7 +664,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -679,14 +679,14 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#AssertionTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to build the the TF graphs for MedicalNerApproach.</p>
 <p class="rubric">Examples</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph_1x</span>
@@ -702,7 +702,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name">
-<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">supports_auto_file_name</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.supports_auto_file_name"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns if the model can be saved with an auto-generated file name.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -716,7 +716,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <p>This method should be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -731,7 +731,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params">
-<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_params</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.get_model_build_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -746,7 +746,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations">
-<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_build_param_explanations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.get_model_build_param_explanations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the explanations for the build parameters for the model.</p>
 <p>This class method needs to be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -761,14 +761,14 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build">
-<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#NerTFGraphBuilder.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">RelationExtractionTFGraphBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#RelationExtractionTFGraphBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to build the the TF graphs for RelationExtractionApproach</p>
 <p class="rubric">Examples</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph_1x</span>
@@ -793,7 +793,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename">
-<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#RelationExtractionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_model_filename</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#RelationExtractionTFGraphBuilder.get_model_filename"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the model file name.</p>
 <p>This method should be overridden in the child classes.</p>
 <dl class="field-list simple">
@@ -810,11 +810,11 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TFGraphBuilderFactory</span></span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory" title="Permalink to this definition">#</a></dt>
 <dd><p>Factory class to create the the different tensorflow graphs for ner_dl, generic_classifier, assertion_dl, relation_extraction annotators in spark-nlp healthcare</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_models</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.get_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that return the available tf models in  spark-nlp healthcare</p>
 <p class="rubric">Examples</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.training</span> <span class="kn">import</span> <span class="n">tf_graph_1x</span>
@@ -825,7 +825,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">build_params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'auto'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.build"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that create the tf graph.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -850,7 +850,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">print_model_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/graph_builders.html#TFGraphBuilderFactory.print_model_params"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params" title="Permalink to this definition">#</a></dt>
 <dd><p>Method that return the params allowed for the tf model.This method return the params with the description for every param.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -956,15 +956,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -989,7 +980,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index.html
similarity index 97%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index.html
index 5c482a46cf..c2d6b0a2c0 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index';</script>
     <link rel="shortcut icon" href="../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
@@ -383,15 +383,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -416,7 +407,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.html
similarity index 95%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.html
index e166bcdc19..31aae83639 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,7 +341,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </table>
 <dl class="py function">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph">
-<span class="sig-name descname"><span class="pre">create_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ntags</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embeddings_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nchars</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lstm_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">128</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gpu_device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_medical</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph.html#create_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">create_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ntags</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embeddings_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nchars</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lstm_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">128</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gpu_device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_medical</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph.html#create_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph" title="Permalink to this definition">#</a></dt>
 <dd><p>Creates the Tensorflow graph for NERDL model</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>model_location (str): Folder where the model will be saved
@@ -398,15 +398,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -431,7 +422,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html
similarity index 90%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html
index 587b7fcca0..6371ed4930 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,17 +341,17 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">DatasetEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">embeddings_resolver</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag2id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">piece_tag</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'[X]'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">DatasetEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">embeddings_resolver</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tag2id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">piece_tag</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'[X]'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder" title="Permalink to this definition">#</a></dt>
 <dd><p>Dataset encoder.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle">
-<span class="sig-name descname"><span class="pre">shuffle</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder.shuffle"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">shuffle</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder.shuffle"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle" title="Permalink to this definition">#</a></dt>
 <dd><p>Shuffle the sentences.</p>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">normalize</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">word</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder.normalize"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">normalize</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">word</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder.normalize"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize" title="Permalink to this definition">#</a></dt>
 <dd><p>Transform word to lower case and remove additional white spaces.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>word (str): The word being processed.</p>
@@ -363,7 +363,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes">
-<span class="sig-name descname"><span class="pre">get_char_indexes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">word</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder.get_char_indexes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_char_indexes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">word</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder.get_char_indexes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes" title="Permalink to this definition">#</a></dt>
 <dd><p>Get character indexes for a word.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>word (str): Word.</p>
@@ -375,7 +375,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode">
-<span class="sig-name descname"><span class="pre">encode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sentences</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder.encode"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">encode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sentences</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder.html#DatasetEncoder.encode"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode" title="Permalink to this definition">#</a></dt>
 <dd><p>Encode sentences.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>sentences (list): List of sentences.
@@ -434,15 +434,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -467,7 +458,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index.html
similarity index 97%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index.html
index 0acaa3a3ba..c3da470a2a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index';</script>
     <link rel="shortcut icon" href="../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../search.html" />
@@ -374,15 +374,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -407,7 +398,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html
similarity index 84%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html
index 65f126539e..afe86ae0a7 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,116 +341,116 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dummy_tags</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_contrib</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_gpu_device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dummy_tags</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_contrib</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_gpu_device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel" title="Permalink to this definition">#</a></dt>
 <dd><p>Class to train NER models</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr">
-<span class="sig-name descname"><span class="pre">add_bilstm_char_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">101</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_bilstm_char_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_bilstm_char_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">101</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_bilstm_char_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr">
-<span class="sig-name descname"><span class="pre">add_cnn_char_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">101</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nfilters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pad</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_cnn_char_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_cnn_char_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nchars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">101</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nfilters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pad</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_cnn_char_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings">
-<span class="sig-name descname"><span class="pre">add_pretrained_word_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_pretrained_word_embeddings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_pretrained_word_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_pretrained_word_embeddings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr">
-<span class="sig-name descname"><span class="pre">add_context_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ntags</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">height</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">residual</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_context_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_context_repr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ntags</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">height</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">residual</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_context_repr"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer">
-<span class="sig-name descname"><span class="pre">add_inference_layer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">crf</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">predictions_op_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_inference_layer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_inference_layer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">crf</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">predictions_op_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_inference_layer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op">
-<span class="sig-name descname"><span class="pre">add_training_op</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">clip_gradient</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">train_op_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_training_op"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">add_training_op</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">clip_gradient</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">train_op_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.add_training_op"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_trues</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">array</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.num_trues"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_trues</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">array</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.num_trues"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">fill</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">array</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">l</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.fill"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">fill</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">array</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">l</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.fill"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_sentence_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'word_embeddings'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_sentence_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_sentence_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'word_embeddings'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_sentence_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_sentence_token_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tag_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_sentence_token_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_sentence_token_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tag_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_sentence_token_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_word_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_word_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_word_lengths</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_word_lengths"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_char_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_char_ids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_char_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_char_ids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_from_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_from_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_from_batch</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_from_batch"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_tag_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tag_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_tag_ids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_tag_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'tag_ids'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_tag_ids"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_word_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'word_embeddings'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_word_embeddings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_word_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">batch</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">idx</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'word_embeddings'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_word_embeddings"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">slice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.slice"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">slice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.slice"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables">
-<span class="sig-name descname"><span class="pre">init_variables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.init_variables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">init_variables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.init_variables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train">
-<span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">train</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lr</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">po</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.65</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">init_variables</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.train"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">train</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">epoch_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lr</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">po</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.65</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">init_variables</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.train"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure">
-<span class="sig-name descname"><span class="pre">measure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.measure"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">measure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.measure"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_softmax</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">scores</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_softmax"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_softmax</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">scores</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.get_softmax"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict">
-<span class="sig-name descname"><span class="pre">predict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sentences</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.predict"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">predict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sentences</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.predict"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close">
-<span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.close"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model.html#NerModel.close"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -521,15 +521,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -554,7 +545,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html
similarity index 91%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html
index 64f005fddf..47484383a0 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,11 +341,11 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerModelSaver</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ner</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">encoder</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embeddings_file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver.html#NerModelSaver"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NerModelSaver</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ner</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">encoder</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embeddings_file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver.html#NerModelSaver"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver" title="Permalink to this definition">#</a></dt>
 <dd><p>Saves a NER model to disk.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">restore_tensorflow_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver.html#NerModelSaver.restore_tensorflow_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">restore_tensorflow_state</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver.html#NerModelSaver.restore_tensorflow_state"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state" title="Permalink to this definition">#</a></dt>
 <dd><p>Restores a NER model from disk.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>session (tf.Session): Tensorflow session.
@@ -356,7 +356,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models">
-<span class="sig-name descname"><span class="pre">save_models</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">folder</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver.html#NerModelSaver.save_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">save_models</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">folder</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver.html#NerModelSaver.save_models"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models" title="Permalink to this definition">#</a></dt>
 <dd><p>Saves a NER model to disk.</p>
 <dl class="simple">
 <dt>Args:</dt><dd><p>folder (str): Directory where the model will be saved.</p>
@@ -366,7 +366,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save">
-<span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">export_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver.html#NerModelSaver.save"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">export_dir</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver.html#NerModelSaver.save"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save" title="Permalink to this definition">#</a></dt>
 <dd><p>Saves a NER model to disk.</p>
 <p>Generates separate files for the model, the variables,
 the tags, the embeddings and the characters.</p>
@@ -425,15 +425,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -458,7 +449,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html
similarity index 92%
rename from docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html
rename to docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html
index 9f85a86344..c15afc523c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.html
@@ -40,11 +40,11 @@
     <script data-url_root="../../../../../../" id="documentation_options" src="../../../../../../static/documentation_options.js"></script>
     <script src="../../../../../../static/jquery.js"></script>
     <script src="../../../../../../static/underscore.js"></script>
-    <script src="../../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../../static/doctools.js"></script>
     <script src="../../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../../static/toggleprompt.js"></script>
-    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index';</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index';</script>
     <link rel="shortcut icon" href="../../../../../../static/fav.ico"/>
     <link rel="index" title="Index" href="../../../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../../../search.html" />
@@ -341,15 +341,15 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SentenceGrouper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">bucket_lengths</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper.html#SentenceGrouper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper" title="Permalink to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">SentenceGrouper</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">bucket_lengths</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper.html#SentenceGrouper"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper" title="Permalink to this definition">#</a></dt>
 <dd><dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id">
-<span class="sig-name descname"><span class="pre">get_bucket_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">length</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper.html#SentenceGrouper.get_bucket_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_bucket_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">length</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper.html#SentenceGrouper.get_bucket_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice">
-<span class="sig-name descname"><span class="pre">slice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper.html#SentenceGrouper.slice"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">slice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../modules/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper.html#SentenceGrouper.slice"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -400,15 +400,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../../_sources/reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -433,7 +424,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/training/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/training/index.html
index 42ea72048a..dbf74d4d0d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/training/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/training/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -701,15 +701,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/training/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -734,7 +725,8 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/training_log_parser/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/training_log_parser/index.html
index 2389a5fad6..ef9866a47c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/training_log_parser/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/training_log_parser/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -513,15 +513,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/training_log_parser/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -546,7 +537,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/updateModels/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/updateModels/index.html
index 407975ea7b..602a9efe29 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/updateModels/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/updateModels/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -413,15 +413,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/updateModels/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -446,7 +437,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/util/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/util/index.html
index 58b2dd5089..f9645abe6f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/util/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/util/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -424,15 +424,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/util/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -457,7 +448,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html
index 7fbf4b1b15..7a00572e7a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -697,15 +697,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -730,7 +721,8 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/conll_parse/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/conll_parse/index.html
index 85faa183f4..d641379c67 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/conll_parse/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/conll_parse/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -353,22 +353,7 @@
                 </footer>
               
             </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/conll_parse/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
-              
-            
           </div>
           <footer class="bd-footer-content">
             
@@ -390,7 +375,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/deidentification_module/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/deidentification_module/index.html
index d315221c16..4f1be1d8fc 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/deidentification_module/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/deidentification_module/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -520,14 +520,6 @@ <h4>Returns:<a class="headerlink" href="#returns" title="Permalink to this headi
 </ul>
   </nav></div>
 
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/deidentification_module/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -552,7 +544,8 @@ <h4>Returns:<a class="headerlink" href="#returns" title="Permalink to this headi
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/imports/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/imports/index.html
index 58cf821f46..c00f376708 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/imports/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/imports/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -399,15 +399,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/imports/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -432,7 +423,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/index.html
index 7c55bb2ab8..8812faa01c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../" id="documentation_options" src="../../../../static/documentation_options.js"></script>
     <script src="../../../../static/jquery.js"></script>
     <script src="../../../../static/underscore.js"></script>
-    <script src="../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../static/doctools.js"></script>
     <script src="../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../static/toggleprompt.js"></script>
@@ -384,15 +384,6 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../_sources/reference/autosummary/sparknlp_jsl/utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -417,7 +408,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html
index 7c6f92f264..e1ebd850fd 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -429,15 +429,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -462,7 +453,8 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/log_parse/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/log_parse/index.html
index d18576158e..7b4bb3c016 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/log_parse/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/log_parse/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -349,30 +349,15 @@
 </div></div>
   
 </div>
+   </footer>
+      </div>
 
-                </footer>
-              
-            </div>
-            
-            
-              
-                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/log_parse/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
-</div></div>
               
             
-          </div>
-          <footer class="bd-footer-content">
-            
-          </footer>
+      </div>
+      <footer class="bd-footer-content">
+        
+      </footer>
         
       </main>
     </div>
@@ -390,7 +375,8 @@
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ner_utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ner_utils/index.html
index c4e5a0ae94..6b1baff49a 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ner_utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ner_utils/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -446,15 +446,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/ner_utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -479,7 +470,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html
index f438b6c36c..1152075fe3 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -447,15 +447,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -480,7 +471,8 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html
index 2e6285600b..bd304b6536 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -396,15 +396,6 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -429,7 +420,8 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html
index 8480ce476d..45d7d58dc0 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../../../../../" id="documentation_options" src="../../../../../static/documentation_options.js"></script>
     <script src="../../../../../static/jquery.js"></script>
     <script src="../../../../../static/underscore.js"></script>
-    <script src="../../../../../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../../../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../../../../../static/doctools.js"></script>
     <script src="../../../../../static/sphinx_highlight.js"></script>
     <script src="../../../../../static/toggleprompt.js"></script>
@@ -471,15 +471,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 </li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../../../../../_sources/reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -504,7 +495,8 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/reference/index.html b/docs/licensed/api/python/reference/index.html
index 8157d2e605..a9fed5d057 100644
--- a/docs/licensed/api/python/reference/index.html
+++ b/docs/licensed/api/python/reference/index.html
@@ -40,7 +40,7 @@
     <script data-url_root="../" id="documentation_options" src="../static/documentation_options.js"></script>
     <script src="../static/jquery.js"></script>
     <script src="../static/underscore.js"></script>
-    <script src="../static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="../static/doctools.js"></script>
     <script src="../static/sphinx_highlight.js"></script>
     <script src="../static/toggleprompt.js"></script>
@@ -328,10 +328,10 @@ <h2>Modules<a class="headerlink" href="#modules" title="Permalink to this headin
 <tr class="row-odd"><td><p><a class="reference internal" href="autosummary/sparknlp_jsl/training/index.html#module-sparknlp_jsl.training" title="sparknlp_jsl.training"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sparknlp_jsl.training</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders.graph_builders" title="sparknlp_jsl._tf_graph_builders.graph_builders"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders.graph_builders" title="sparknlp_jsl._tf_graph_builders.graph_builders"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders.graph_builders</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders_1x.graph_builders" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.html#module-sparknlp_jsl._tf_graph_builders_1x.graph_builders" title="sparknlp_jsl._tf_graph_builders_1x.graph_builders"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sparknlp_jsl._tf_graph_builders_1x.graph_builders</span></code></a></p></td>
 <td><p></p></td>
 </tr>
 </tbody>
@@ -380,15 +380,6 @@ <h2>Modules<a class="headerlink" href="#modules" title="Permalink to this headin
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#modules">Modules</a></li>
 </ul>
   </nav></div>
-
-  <div class="sidebar-secondary-item">
-  <div class="tocsection sourcelink">
-    <a href="../_sources/reference/index.rst.txt">
-      <i class="fa-solid fa-file-lines"></i> Show Source
-    </a>
-  </div>
-</div>
-
 </div></div>
               
             
@@ -413,7 +404,8 @@ <h2>Modules<a class="headerlink" href="#modules" title="Permalink to this headin
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/search.html b/docs/licensed/api/python/search.html
index d9c0d8846e..d376dd2f14 100644
--- a/docs/licensed/api/python/search.html
+++ b/docs/licensed/api/python/search.html
@@ -38,7 +38,7 @@
     <script data-url_root="./" id="documentation_options" src="static/documentation_options.js"></script>
     <script src="static/jquery.js"></script>
     <script src="static/underscore.js"></script>
-    <script src="static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="static/sphinx_javascript_frameworks_compat.js"></script>
     <script src="static/doctools.js"></script>
     <script src="static/sphinx_highlight.js"></script>
     <script src="static/toggleprompt.js"></script>
@@ -354,7 +354,8 @@ <h1>Search</h1>
         <div class="footer-item">
   <p class="copyright">
     
-      © Copyright 2022, John Snow Labs.
+      © Copyright <span id="year"></span>, John Snow Labs.
+      <script>document.getElementById("year").innerHTML = new Date().getFullYear();</script>
       <br/>
     
   </p>
diff --git a/docs/licensed/api/python/searchindex.js b/docs/licensed/api/python/searchindex.js
index 9d26f102f6..ee60277d5c 100644
--- a/docs/licensed/api/python/searchindex.js
+++ b/docs/licensed/api/python/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["getting_started/index", "index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index", "reference/autosummary/sparknlp_jsl/alab/index", "reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index", "reference/autosummary/sparknlp_jsl/annotator/assertion/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/index", "reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/index", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index", "reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index", "reference/autosummary/sparknlp_jsl/annotator/context/index", "reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index", "reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index", "reference/autosummary/sparknlp_jsl/annotator/deid/index", "reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index", "reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index", "reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index", "reference/autosummary/sparknlp_jsl/annotator/disambiguation/index", "reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index", "reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index", "reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index", "reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index", "reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index", "reference/autosummary/sparknlp_jsl/annotator/embeddings/index", "reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index", "reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/index", "reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index", "reference/autosummary/sparknlp_jsl/annotator/merge/index", "reference/autosummary/sparknlp_jsl/annotator/ner/index", "reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index", "reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index", "reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index", "reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index", "reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index", "reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index", "reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index", "reference/autosummary/sparknlp_jsl/annotator/normalizer/index", "reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index", "reference/autosummary/sparknlp_jsl/annotator/qa/index", "reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index", "reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index", "reference/autosummary/sparknlp_jsl/annotator/re/index", "reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index", "reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index", "reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index", "reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index", "reference/autosummary/sparknlp_jsl/annotator/resolution/index", "reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index", "reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index", "reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index", "reference/autosummary/sparknlp_jsl/annotator/router/index", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/index", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index", "reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index", "reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index", "reference/autosummary/sparknlp_jsl/annotator/windowed/index", "reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index", "reference/autosummary/sparknlp_jsl/base/index", "reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index", "reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index", "reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index", "reference/autosummary/sparknlp_jsl/common/index", "reference/autosummary/sparknlp_jsl/compatibility/index", "reference/autosummary/sparknlp_jsl/custom_transformer/index", "reference/autosummary/sparknlp_jsl/eval/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index", "reference/autosummary/sparknlp_jsl/finance/graph/index", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index", "reference/autosummary/sparknlp_jsl/finance/index", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index", "reference/autosummary/sparknlp_jsl/functions/index", "reference/autosummary/sparknlp_jsl/index", "reference/autosummary/sparknlp_jsl/internal/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index", "reference/autosummary/sparknlp_jsl/legal/graph/index", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index", "reference/autosummary/sparknlp_jsl/legal/index", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/index", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index", "reference/autosummary/sparknlp_jsl/modelTracer/index", "reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index", "reference/autosummary/sparknlp_jsl/nlp_test/bias/index", "reference/autosummary/sparknlp_jsl/nlp_test/index", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/index", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index", "reference/autosummary/sparknlp_jsl/pretrained/index", "reference/autosummary/sparknlp_jsl/structured_deidentification/index", "reference/autosummary/sparknlp_jsl/text_to_documents_columns/index", "reference/autosummary/sparknlp_jsl/training/index", "reference/autosummary/sparknlp_jsl/training_log_parser/index", "reference/autosummary/sparknlp_jsl/updateModels/index", "reference/autosummary/sparknlp_jsl/util/index", "reference/autosummary/sparknlp_jsl/utils/alab_utils/index", "reference/autosummary/sparknlp_jsl/utils/conll_parse/index", "reference/autosummary/sparknlp_jsl/utils/deidentification_module/index", "reference/autosummary/sparknlp_jsl/utils/imports/index", "reference/autosummary/sparknlp_jsl/utils/index", "reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index", "reference/autosummary/sparknlp_jsl/utils/log_parse/index", "reference/autosummary/sparknlp_jsl/utils/ner_utils/index", "reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index", "reference/autosummary/sparknlp_jsl/utils/ocr_utils/index", "reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index", "reference/index"], "filenames": ["getting_started/index.rst", "index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/assertion_model/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/generic_classifier_model/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/progresstracker/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/graph_builders/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/create_graph/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/dataset_encoder/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/sentence_grouper/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/fused_rnn_cell/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/gru_ops/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/lstm_ops/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/assertion_model/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/assertion_dl/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/build_model/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/progresstracker/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/graph_builders/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/create_graph/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/dataset_encoder/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.rst", "reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/sentence_grouper/index.rst", "reference/autosummary/sparknlp_jsl/alab/index.rst", "reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.rst", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.rst", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.rst", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.rst", "reference/autosummary/sparknlp_jsl/annotator/assertion/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.rst", "reference/autosummary/sparknlp_jsl/annotator/context/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/disambiguation/index.rst", "reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index.rst", "reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index.rst", "reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index.rst", "reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index.rst", "reference/autosummary/sparknlp_jsl/annotator/embeddings/index.rst", "reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index.rst", "reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.rst", "reference/autosummary/sparknlp_jsl/annotator/merge/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.rst", "reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/normalizer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index.rst", "reference/autosummary/sparknlp_jsl/annotator/qa/index.rst", "reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index.rst", "reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/annotator/resolution/index.rst", "reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index.rst", "reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.rst", "reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index.rst", "reference/autosummary/sparknlp_jsl/annotator/router/index.rst", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/index.rst", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.rst", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.rst", "reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.rst", "reference/autosummary/sparknlp_jsl/annotator/windowed/index.rst", "reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.rst", "reference/autosummary/sparknlp_jsl/base/index.rst", "reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index.rst", "reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index.rst", "reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.rst", "reference/autosummary/sparknlp_jsl/common/index.rst", "reference/autosummary/sparknlp_jsl/compatibility/index.rst", "reference/autosummary/sparknlp_jsl/custom_transformer/index.rst", "reference/autosummary/sparknlp_jsl/eval/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index.rst", "reference/autosummary/sparknlp_jsl/finance/graph/index.rst", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index.rst", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/finance/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index.rst", "reference/autosummary/sparknlp_jsl/functions/index.rst", "reference/autosummary/sparknlp_jsl/index.rst", "reference/autosummary/sparknlp_jsl/internal/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index.rst", "reference/autosummary/sparknlp_jsl/legal/graph/index.rst", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index.rst", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/legal/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index.rst", "reference/autosummary/sparknlp_jsl/modelTracer/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/bias/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.rst", "reference/autosummary/sparknlp_jsl/pretrained/index.rst", "reference/autosummary/sparknlp_jsl/structured_deidentification/index.rst", "reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.rst", "reference/autosummary/sparknlp_jsl/training/index.rst", "reference/autosummary/sparknlp_jsl/training_log_parser/index.rst", "reference/autosummary/sparknlp_jsl/updateModels/index.rst", "reference/autosummary/sparknlp_jsl/util/index.rst", "reference/autosummary/sparknlp_jsl/utils/alab_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/conll_parse/index.rst", "reference/autosummary/sparknlp_jsl/utils/deidentification_module/index.rst", "reference/autosummary/sparknlp_jsl/utils/imports/index.rst", "reference/autosummary/sparknlp_jsl/utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.rst", "reference/autosummary/sparknlp_jsl/utils/log_parse/index.rst", "reference/autosummary/sparknlp_jsl/utils/ner_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.rst", "reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.rst", "reference/index.rst"], "titles": ["Getting Started", "Spark NLP Documentation", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.alab</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.annotation_merger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertion_chunk_converter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertion_dl_reg</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.assertion_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_converter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_sentence_splitter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunker_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunkmapper_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.document_log_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.generic_log_reg_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.generic_svm_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.context.contextual_parser</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.context</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.name_obfuscator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.reIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.replacer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.disambiguation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.disambiguation.ner_disambiguator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.doc2_chunk_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.average_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.feature_assembler</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.generic_classifier.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.merge.chunk_merge</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.merge</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.iob_tagger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.medical_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_chunker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_converter_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer.date_normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer.drug_normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.gpt_generation_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.medical_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_ner_chunk_filter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution.resolver_merger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution2_chunk</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.router</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.source_tracking_metadata_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.tf_graph_builder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.windowed</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.base</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_approach_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_model_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_properties_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.compatibility</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.custom_transformer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.eval</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_classifier_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.finance_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.functions</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_classifier_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.legal_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.modelTracer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.bias.bias_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.bias</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.robustness_fixing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.robustness_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.pretrained</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.structured_deidentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.text_to_documents_columns</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.training</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.training_log_parser</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.updateModels</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.util</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.alab_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.conll_parse</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.deidentification_module</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.imports</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.licensed_annotator_type</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.log_parse</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ner_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ocr_nlp_processor</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ocr_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.training_log_parser_utils</span></code>", "API Reference"], "terms": {"4": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "2": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "3": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "1": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "healthcar": [0, 1, 10, 12, 33, 35, 41], "i": [0, 10, 12, 13, 16, 19, 20, 21, 22, 23, 24, 33, 35, 36, 39, 41, 43, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 71, 73, 74, 76, 77, 79, 80, 83, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 111, 113, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 192, 193, 196, 197, 198, 200, 203, 204, 208, 209, 216], "commerci": 0, "extens": [0, 76], "clinic": [0, 43, 45, 49, 52, 54, 61, 62, 63, 66, 67, 69, 71, 76, 77, 83, 86, 87, 88, 89, 90, 92, 96, 97, 99, 100, 101, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 181, 184, 185, 186], "biomed": 0, "text": [0, 41, 42, 43, 44, 45, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 88, 89, 90, 92, 94, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 111, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 194, 196, 197, 201, 202, 206, 208], "mine": 0, "If": [0, 10, 12, 13, 22, 23, 24, 33, 35, 36, 41, 43, 47, 49, 50, 51, 52, 53, 54, 61, 62, 63, 64, 66, 67, 77, 79, 80, 83, 87, 89, 90, 91, 99, 100, 101, 102, 105, 113, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186, 188, 192, 200, 204, 209], "you": [0, 10, 33, 41, 42, 43, 50, 52, 64, 66, 69, 87, 96, 97, 99, 101, 105, 107, 121, 124, 126, 144, 151, 157, 159, 178, 185, 200, 202], "don": [0, 51, 105, 196, 197], "t": [0, 10, 23, 24, 43, 51, 64, 66, 80, 87, 99, 105, 124, 140, 151, 157, 174, 185, 196, 197, 202, 208, 216], "have": [0, 23, 24, 41, 43, 49, 50, 51, 52, 54, 66, 77, 83, 87, 97, 99, 105, 124, 130, 131, 140, 148, 151, 157, 163, 164, 174, 181, 185, 188, 192, 196], "subscript": 0, "yet": [0, 24], "can": [0, 10, 23, 33, 41, 43, 44, 45, 47, 49, 51, 61, 62, 63, 64, 66, 67, 69, 73, 77, 79, 80, 83, 87, 89, 99, 101, 102, 105, 124, 126, 133, 137, 139, 140, 150, 151, 157, 159, 166, 170, 173, 174, 184, 185, 192, 193, 196, 197, 202, 208, 209], "ask": 0, "free": [0, 24], "trial": 0, "click": 0, "button": 0, "below": [0, 77], "try": [0, 56, 57, 80, 91, 105, 121, 133, 141, 166, 175], "http": [0, 20, 22, 23, 24, 41, 73, 101, 105], "www": [0, 205], "johnsnowlab": [0, 41, 42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 110, 111, 115, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186], "com": [0, 24, 41, 42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 110, 111, 115, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 205], "provid": [0, 22, 23, 24, 41, 43, 50, 62, 64, 66, 87, 88, 105, 119, 124, 126, 140, 150, 151, 157, 159, 174, 184, 185, 200, 203], "specif": [0, 10, 33, 77, 87, 101, 113, 151, 185, 188], "annot": [0, 10, 33, 41, 117, 118, 119, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 155, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 197, 199, 201, 202, 206, 214], "pipelin": [0, 10, 33, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 187, 188, 193, 197, 199, 208, 214], "model": [0, 1, 5, 8, 10, 12, 15, 16, 23, 24, 28, 31, 33, 35, 38, 39, 41, 43, 44, 45, 48, 49, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 71, 73, 76, 77, 80, 83, 86, 87, 88, 89, 90, 96, 97, 99, 100, 101, 102, 105, 109, 110, 111, 113, 115, 118, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 154, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 193, 196, 197, 199, 202, 204], "embed": [0, 10, 12, 16, 18, 33, 35, 39, 43, 45, 47, 49, 52, 54, 61, 62, 63, 66, 67, 69, 71, 73, 79, 82, 86, 87, 88, 89, 97, 99, 100, 101, 102, 105, 107, 123, 124, 126, 131, 133, 136, 139, 140, 148, 150, 151, 155, 157, 159, 164, 166, 169, 173, 174, 181, 184, 185, 196, 197], "entiti": [0, 41, 42, 43, 45, 47, 48, 49, 50, 51, 52, 54, 62, 64, 66, 69, 70, 71, 73, 77, 83, 87, 88, 89, 90, 91, 97, 99, 100, 101, 102, 104, 105, 107, 124, 126, 130, 131, 133, 136, 137, 148, 150, 151, 153, 156, 157, 159, 163, 164, 166, 169, 170, 181, 184, 185, 186, 188, 192, 196, 197, 198, 200, 202, 206], "recognit": [0, 24, 62, 87, 90, 150, 151, 153, 184, 185, 186], "link": [0, 73], "normal": [0, 13, 24, 36, 56, 57, 64, 82, 105, 113, 133, 140, 141, 155, 166, 174, 175, 196], "assert": [0, 10, 33, 41, 47, 51, 82, 129, 138, 155, 162, 171, 202, 203, 206, 211], "statu": [0, 43, 44, 45, 124, 157, 202], "detect": [0, 44, 214], "de": [0, 66, 69], "identif": [0, 200], "relat": [0, 10, 33, 41, 52, 54, 77, 97, 99, 100, 101, 102, 113, 130, 131, 136, 137, 148, 156, 163, 164, 169, 170, 181, 188, 197, 206], "extract": [0, 41, 43, 45, 47, 49, 64, 73, 76, 87, 88, 99, 100, 102, 105, 124, 133, 136, 137, 151, 157, 166, 169, 170, 185, 187, 188, 196, 197], "spell": [0, 123, 196], "check": [0, 10, 33, 41, 43, 45, 64, 92, 96, 101, 113, 144, 178, 204, 216], "correct": [0, 192], "The": [0, 10, 13, 20, 21, 22, 23, 24, 33, 36, 42, 43, 44, 45, 47, 49, 50, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 73, 76, 77, 79, 80, 83, 87, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 105, 107, 109, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 187, 193, 196, 198, 199, 200, 201, 202, 208], "librari": [0, 1, 41, 61, 62, 63, 74, 106, 121, 127, 139, 150, 155, 160, 173, 184], "offer": 0, "access": [0, 41], "sever": [0, 23, 43, 47, 66, 69, 105, 124, 126, 157, 159], "transform": [0, 13, 36, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 83, 87, 88, 90, 91, 92, 97, 99, 100, 101, 102, 105, 106, 122, 124, 126, 127, 131, 133, 136, 137, 139, 140, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 170, 173, 174, 181, 184, 185, 186, 188], "jsl": [0, 41, 52, 54, 97, 131, 148, 164, 181, 206, 214], "bert": [0, 61, 62, 63, 76, 77, 87, 100, 102, 105, 107, 136, 137, 139, 150, 151, 169, 170, 173, 184, 185], "biobert": [0, 188], "clinicalbert": 0, "glove": [0, 45], "med": 0, "icd": [0, 105, 133, 166], "o": [0, 24, 62, 69, 71, 86, 89, 150, 184, 200, 202, 216], "It": [0, 22, 24, 41, 66, 67, 77, 79, 80, 87, 89, 126, 140, 151, 159, 174, 185, 188, 196, 198, 204, 208], "also": [0, 24, 61, 62, 63, 66, 73, 77, 87, 89, 99, 105, 119, 139, 150, 151, 173, 184, 185, 196], "includ": [0, 21, 41, 43, 83, 87, 89, 96, 101, 112, 124, 144, 151, 157, 178, 185, 196, 197, 206], "over": [0, 19, 66, 87, 151, 185, 196, 197, 214], "50": [0, 10, 24, 33, 52, 54, 64, 80, 97, 130, 131, 148, 151, 163, 164, 181], "pre": [0, 41, 49, 52, 54, 61, 62, 63, 74, 76, 87, 90, 99, 100, 102, 106, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186], "train": [0, 2, 9, 10, 12, 15, 22, 23, 24, 25, 32, 33, 35, 38, 41, 43, 44, 45, 47, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 69, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 97, 99, 100, 102, 105, 106, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 148, 150, 151, 153, 155, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 181, 184, 185, 186, 188, 193, 196], "recogn": [0, 77, 87, 89, 90, 102, 151, 185], "follow": [0, 19, 20, 64, 66, 69, 87, 89, 105, 126, 151, 159, 185, 188, 202, 205], "mani": [0, 18, 50, 73, 77], "more": [0, 18, 19, 22, 23, 44, 49, 61, 63, 66, 74, 77, 89, 106, 126, 127, 139, 150, 159, 160, 173, 184], "support": [0, 10, 33, 59, 66, 87, 140, 174], "sign": [0, 202], "symptom": [0, 77, 99], "treatment": [0, 101, 102, 137, 170, 202], "procedur": 0, "test": [0, 43, 48, 50, 87, 101, 102, 107, 124, 140, 151, 157, 174, 185, 188, 193, 196, 197, 198, 202, 203, 209], "lab": [0, 41, 155, 202, 206], "section": 0, "drug": [0, 77, 89, 92, 101, 102, 137, 170], "name": [0, 6, 10, 12, 20, 22, 24, 29, 33, 35, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 184, 185, 186, 192, 196, 197, 198, 199, 200, 201, 202, 203, 208, 209, 214], "dosag": [0, 77, 89, 92], "strength": [0, 77, 89], "rout": 0, "durat": 0, "frequenc": [0, 24, 41, 89, 196, 197], "risk": 0, "factor": [0, 24], "smoke": 0, "obes": 0, "diabet": [0, 49, 76], "hypertens": 0, "substanc": 0, "abus": 0, "anatomi": 0, "organ": [0, 62, 150, 184, 200], "subdivis": 0, "cell": [0, 12, 18, 19, 20, 22, 23, 24, 35, 62, 87, 150, 151, 184, 185, 192, 200], "structur": [0, 102, 137, 170, 200, 208], "tissu": 0, "gene": 0, "chemic": 0, "demograph": 0, "ag": [0, 66, 70, 71, 83, 86, 126, 154, 159, 200, 208], "gender": [0, 83, 86, 188], "height": [0, 15, 38, 194], "weight": [0, 22, 24, 41, 76, 77, 113, 156, 194], "race": 0, "ethnic": 0, "marit": 0, "vital": [0, 202], "sensit": [0, 47, 64, 76, 99, 100, 101], "data": [0, 22, 23, 24, 41, 43, 44, 47, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 111, 113, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 192, 193, 196, 197, 200, 202, 208], "patient": [0, 43, 51, 52, 54, 64, 67, 69, 71, 77, 96, 97, 124, 131, 144, 148, 157, 164, 178, 181, 200], "address": [0, 43, 45, 49, 56, 57, 58, 59, 66, 69, 73, 76, 77, 80, 83, 88, 96, 105, 110, 111, 144, 145, 146, 178, 179, 180, 185], "phone": [0, 66, 200], "email": [0, 200], "date": [0, 42, 50, 66, 67, 70, 83, 91, 107, 126, 159, 200, 204, 208], "identifi": [0, 48, 49, 50, 83, 101, 105, 107, 193, 200, 202, 216], "For": [0, 19, 24, 41, 45, 47, 61, 62, 66, 74, 76, 77, 86, 87, 90, 92, 99, 100, 101, 102, 105, 106, 126, 127, 136, 137, 139, 140, 150, 151, 153, 159, 160, 169, 170, 173, 174, 184, 185, 186], "inform": [0, 1, 23, 24, 64, 66, 67, 83, 89, 91, 92, 99, 126, 159, 196, 202], "visit": [0, 99], "our": 0, "site": [0, 64], "built": [0, 24, 140, 174], "top": [0, 49, 61, 62, 63, 87, 109, 139, 150, 151, 173, 184, 185, 202], "apach": 0, "x": [0, 13, 20, 21, 24, 36, 192], "us": [0, 1, 10, 12, 18, 19, 20, 22, 23, 24, 35, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 73, 74, 76, 77, 80, 83, 87, 88, 89, 90, 91, 94, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 110, 111, 113, 115, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 155, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 188, 193, 196, 197, 199, 200, 202, 206, 208, 214], "need": [0, 10, 18, 23, 24, 33, 45, 64, 66, 76, 87, 88, 99, 105, 126, 151, 159, 185, 202], "java": [0, 109, 110, 115, 117, 118, 123, 143, 145, 177, 179, 199, 202], "8": [0, 24, 61, 63, 77, 87, 139, 150, 151, 173, 184, 185, 202], "ar": [0, 10, 19, 20, 21, 23, 24, 33, 41, 47, 49, 50, 51, 52, 53, 54, 56, 57, 59, 61, 62, 63, 66, 69, 70, 73, 76, 77, 80, 83, 87, 89, 90, 92, 94, 96, 99, 100, 101, 102, 105, 107, 109, 111, 113, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 184, 185, 186, 188, 192, 196, 197, 200, 202, 204, 206, 216], "pyspark": [0, 41, 43, 45, 47, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 69, 74, 76, 77, 80, 83, 86, 87, 88, 89, 91, 96, 97, 99, 100, 102, 106, 110, 111, 121, 124, 126, 127, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 157, 159, 160, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 187, 188, 193, 196, 197, 200, 201, 202, 206, 214], "6": [0, 10, 24, 33, 101, 140, 174, 202], "7": [0, 2, 25, 202], "recommend": [0, 73, 87, 151, 185], "basic": [0, 22, 24], "knowledg": [0, 73, 105], "framework": 0, "work": [0, 87, 151, 185], "environ": 0, "befor": [0, 24, 45, 49, 87, 109, 110, 115, 118, 143, 145, 151, 177, 179, 185], "pleas": [0, 41, 61, 62, 70, 87, 100, 105, 136, 139, 140, 150, 151, 169, 173, 174, 184, 185], "refer": [0, 1, 41, 49, 66, 67, 69, 70, 74, 83, 99, 105, 106, 126, 127, 159, 160, 208], "document": [0, 10, 33, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 192, 196, 197, 201, 202, 206, 208], "first": [0, 23, 24, 48, 50, 64, 76, 87, 99, 151, 185, 202], "let": [0, 99, 105], "": [0, 10, 24, 41, 45, 47, 66, 69, 73, 76, 94, 96, 105, 109, 110, 111, 112, 115, 117, 118, 143, 144, 145, 146, 177, 178, 179, 180, 196, 197, 198], "make": [0, 41, 64, 66, 67, 126, 159, 196], "sure": [0, 41, 66, 126, 159], "version": [0, 10, 33, 69, 89, 99, 119, 121, 122, 154, 155, 199, 204], "oracl": 0, "openjdk": 0, "0_292": 0, "packag": 0, "pip": [0, 202], "extra": [0, 47, 89], "index": [0, 13, 36, 43, 44, 124, 157, 192, 193, 206], "url": [0, 41, 200], "pypi": 0, "secret": [0, 41, 155], "code": [0, 21, 24, 41, 64, 66, 67, 105, 133, 166, 200, 202], "upgrad": 0, "part": [0, 24, 67, 74, 106, 127, 160, 192, 193, 209], "split": [0, 18, 24, 50, 80, 87, 193, 196, 202, 206, 216], "e": [0, 24, 45, 49, 61, 62, 63, 64, 66, 69, 77, 87, 96, 101, 105, 124, 133, 139, 144, 150, 151, 157, 166, 173, 178, 184, 185, 188, 192, 196, 197, 204, 216], "onli": [0, 20, 21, 24, 41, 49, 52, 80, 83, 87, 96, 99, 101, 144, 151, 178, 185, 196, 197, 202], "avail": [0, 10, 21, 33, 49, 61, 62, 77, 83, 87, 89, 139, 140, 150, 151, 173, 174, 184, 185, 199], "user": [0, 41, 64, 89, 105, 197], "valid": [0, 10, 33, 41, 43, 80, 87, 101, 124, 140, 151, 157, 174, 185, 193], "licens": [0, 66, 89, 155], "did": 0, "receiv": [0, 24], "contact": [0, 200], "u": [0, 20, 24, 87, 151, 185, 204, 208], "href": 0, "mailto": 0, "info": [0, 192], "thi": [0, 1, 9, 10, 18, 19, 20, 21, 22, 23, 24, 32, 33, 41, 43, 45, 48, 49, 50, 56, 57, 58, 61, 62, 63, 64, 66, 67, 69, 71, 74, 76, 77, 83, 87, 89, 92, 96, 99, 101, 105, 109, 110, 113, 115, 118, 119, 124, 126, 140, 141, 143, 144, 145, 151, 157, 159, 174, 175, 177, 178, 179, 185, 187, 188, 193, 196, 197, 198, 200, 202, 208, 209, 216, 217], "simpl": [0, 24], "piec": [0, 50], "import": [0, 10, 33, 41, 43, 45, 47, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 91, 97, 99, 100, 105, 106, 124, 126, 127, 131, 133, 136, 139, 140, 141, 148, 150, 151, 155, 157, 159, 160, 164, 166, 169, 173, 174, 175, 181, 184, 185, 194, 202, 210], "sparknlp_jsl": 0, "Or": 0, "sparksess": [0, 41, 61, 62, 63, 87, 96, 100, 102, 110, 111, 121, 136, 137, 139, 144, 145, 146, 150, 151, 155, 169, 170, 173, 178, 179, 180, 184, 185, 188, 193, 196, 197, 200, 201, 206, 208, 214], "modul": [0, 1, 21], "flexibl": [0, 19], "sql": [0, 41, 61, 62, 63, 96, 102, 110, 111, 121, 137, 139, 144, 145, 146, 150, 170, 173, 178, 179, 180, 184, 187, 188, 193, 196, 197, 200, 201, 202, 206, 211, 214], "builder": [0, 113], "appnam": 0, "enterpris": 0, "master": 0, "local": [0, 43, 61, 62, 63, 76, 80, 87, 90, 96, 99, 102, 105, 110, 111, 124, 133, 137, 139, 140, 144, 145, 146, 150, 151, 153, 157, 166, 170, 173, 174, 178, 179, 180, 184, 185, 186], "config": [0, 64], "driver": 0, "memori": [0, 22, 23, 24, 61, 63, 87, 96, 139, 144, 150, 151, 173, 178, 184, 185], "16": [0, 202], "maxresults": 0, "2g": 0, "jar": [0, 41, 206, 214], "nlp_2": 0, "11": [0, 9, 32, 45, 51, 66, 70, 91, 126, 159, 202], "version_publ": 0, "getorcr": 0, "main": 1, "page": [1, 45, 192, 217], "workshop": [1, 24, 41, 74, 87, 106, 127, 140, 151, 160, 174, 185], "hub": [1, 45, 61, 62, 77, 87, 99, 100, 105, 139, 140, 150, 151, 173, 174, 184, 185], "welcom": 1, "python": [1, 19, 20, 21, 24], "legal": [1, 52, 54, 61, 62, 63, 87, 90, 99, 100, 102, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 146, 150, 151, 153, 155], "financ": [1, 52, 54, 61, 62, 63, 87, 90, 99, 100, 102, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 186], "contain": [1, 22, 23, 24, 41, 43, 44, 45, 51, 52, 54, 61, 62, 63, 66, 67, 69, 70, 74, 83, 87, 89, 97, 99, 100, 105, 106, 112, 113, 117, 118, 119, 124, 126, 127, 130, 131, 133, 136, 139, 148, 150, 151, 157, 159, 160, 163, 164, 166, 169, 173, 181, 184, 185, 188, 193, 197, 198, 200, 202, 208], "how": [1, 47, 49, 61, 62, 63, 70, 73, 80, 83, 87, 89, 99, 139, 140, 150, 151, 173, 174, 184, 185], "exampl": [1, 10, 19, 24, 33, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 200, 202, 205], "get": [1, 13, 36, 41, 43, 66, 71, 87, 96, 111, 113, 124, 140, 144, 146, 155, 157, 174, 178, 180, 185, 193, 196, 197, 206], "start": [1, 10, 18, 22, 33, 43, 44, 45, 74, 83, 87, 99, 105, 106, 124, 127, 133, 151, 155, 157, 160, 166, 185, 196, 197, 202, 206, 216], "requir": [1, 22, 23, 24, 41, 43, 45, 56, 57, 61, 63, 70, 74, 87, 105, 106, 124, 127, 139, 141, 150, 151, 157, 160, 173, 175, 184, 185, 202, 209], "instal": [1, 10, 41, 209], "session": [1, 15, 16, 38, 39, 41, 188, 193, 196, 197, 202, 206, 214], "from": [1, 9, 10, 12, 16, 18, 20, 22, 23, 24, 32, 33, 35, 39, 41, 42, 43, 45, 47, 48, 49, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 105, 106, 107, 109, 110, 111, 113, 115, 118, 124, 126, 127, 131, 133, 136, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 196, 197, 198, 199, 202, 204, 205, 206], "api": 1, "assertionmodel": [2, 25, 43, 45, 47, 124, 133, 157, 166], "seq_max_len": [2, 25], "feat_siz": [2, 10, 25, 33], "n_class": [2, 10, 25, 33], "devic": [2, 25, 200], "cpu": [2, 23, 25], "sourc": [2, 4, 5, 6, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 31, 32, 33, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 82, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 117, 118, 119, 121, 122, 123, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 154, 155, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 211, 213, 214, 215, 216], "fully_connected_lay": [2, 25], "input_data": [2, 25], "output_dim": [2, 10, 24, 25, 33], "activation_func": [2, 25], "none": [2, 4, 6, 8, 10, 12, 13, 15, 16, 18, 20, 22, 23, 24, 25, 27, 29, 31, 33, 35, 36, 38, 39, 41, 42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 109, 110, 111, 115, 118, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 188, 192, 194, 196, 197, 198, 199, 200, 202, 205, 206, 208, 209, 216], "add_bidirectional_lstm": [2, 25], "n_hidden": [2, 25], "30": [2, 25, 67, 91, 96, 111, 140, 144, 146, 174, 178, 180, 202], "num_lay": [2, 25], "add_optim": [2, 25], "trainset": [2, 25], "testset": [2, 25], "epoch": [2, 25, 43, 80, 87, 124, 140, 151, 157, 174, 185, 196, 203, 213], "batch_siz": [2, 4, 15, 17, 18, 22, 23, 24, 25, 27, 38, 40], "64": [2, 10, 25, 33, 51, 83, 86, 87, 140, 174, 202], "learning_r": [2, 4, 9, 25, 27, 32, 80], "01": [2, 15, 25, 38, 45, 66, 67, 70, 87, 91, 126, 151, 159, 185, 202], "dropout": [2, 15, 24, 25, 38, 43, 80, 87, 124, 140, 151, 157, 174, 185], "15": [2, 10, 25, 33, 67, 83, 86, 91], "epoch_acc": [2, 25], "calc_accuraci": [2, 25], "dataset": [2, 13, 15, 17, 25, 36, 38, 40, 43, 45, 69, 87, 88, 102, 105, 122, 124, 133, 137, 140, 151, 157, 166, 170, 174, 185, 188, 193, 196, 202], "calcul": [2, 23, 24, 25, 43, 49, 87, 105, 124, 151, 157, 185, 188, 193, 196, 197, 198], "accuraci": [2, 8, 25, 31, 87, 151, 185], "confusion_matrix": [2, 25], "sess": [2, 25], "persist_graph": [2, 25], "model_loc": [2, 4, 6, 10, 12, 27, 29, 33, 35], "model_filenam": [2, 4, 6, 10, 12, 27, 29, 33, 35], "assertion_model": [3, 11, 26, 34, 43], "model_id": [4, 27], "get_graph": [4, 27], "is_built": [4, 27], "export_graph": [4, 6, 27, 29], "generate_batch": [4, 27], "input": [4, 9, 18, 19, 20, 22, 23, 24, 27, 32, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 111, 113, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 192, 196, 197, 206, 208, 214], "output": [4, 9, 13, 18, 22, 23, 24, 27, 32, 36, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 111, 112, 113, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 187, 192, 193, 196, 197, 198, 206, 208, 214], "fit_dataset": [4, 27], "training_set": [4, 27], "validation_set": [4, 27], "training_batch_s": [4, 27], "validation_batch_s": [4, 27], "epochs_n": [4, 8, 27, 31], "verbos": [4, 6, 27, 29, 43, 87, 124, 140, 151, 157, 174, 185, 203, 213, 216], "true": [4, 6, 10, 15, 19, 23, 24, 27, 29, 33, 38, 41, 42, 43, 49, 50, 52, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 79, 80, 83, 87, 89, 91, 96, 99, 100, 105, 106, 107, 113, 117, 118, 123, 126, 127, 133, 139, 140, 141, 144, 150, 151, 159, 160, 166, 173, 174, 175, 178, 184, 185, 188, 193, 197, 199, 200, 202, 203, 206, 208, 209, 213, 214, 216], "progresstrack": [4, 7, 11, 27, 30, 34], "load_graph": [4, 27], "models_dir": [4, 9, 27, 32], "build": [4, 6, 10, 20, 22, 24, 27, 29, 33, 41, 113], "param": [4, 6, 10, 27, 29, 33, 41, 66, 74, 83, 87, 109, 110, 115, 118, 119, 126, 143, 145, 151, 155, 159, 177, 179, 185, 188, 192, 193, 196, 197, 198, 202, 206, 209, 214], "run_test": [4, 6, 27, 29, 197], "build_param": [5, 10, 28, 33], "genericclassifiermodel": [6, 29, 56, 57, 58, 59, 80, 141, 175], "basetfmodel": [7, 11, 30, 34], "build_model": [7, 11, 30, 34], "generic_classifier_model": [7, 11, 30, 34], "set": [7, 10, 11, 24, 30, 34, 41, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 105, 107, 109, 110, 111, 112, 113, 115, 118, 122, 124, 126, 131, 137, 143, 145, 146, 151, 155, 157, 159, 164, 170, 177, 179, 180, 185, 188, 193, 196, 197, 198, 202, 203, 206, 214], "batches_n": [8, 31], "on_training_start": [8, 31], "on_training_end": [8, 31], "on_batch": [8, 31], "loss": [8, 9, 24, 31, 32, 44, 87, 151, 185, 203, 213], "is_valid": [8, 31], "fals": [8, 10, 12, 13, 15, 19, 22, 23, 24, 31, 33, 35, 36, 38, 41, 43, 44, 45, 47, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 154, 155, 157, 159, 160, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 193, 196, 197, 200, 202, 206, 208, 209, 214, 216], "on_epoch": [8, 31], "get_report_interv": [8, 31], "print_progress": [8, 31], "end_of_epoch": [8, 31], "model_op": [9, 32], "gener": [9, 10, 16, 32, 33, 39, 41, 49, 66, 67, 80, 87, 94, 96, 109, 111, 140, 144, 146, 151, 174, 178, 180, 185, 196, 197, 200, 202, 206, 208, 214], "enumer": [9, 32, 206], "deriv": [9, 32, 58, 59], "defin": [9, 22, 32, 41, 45, 47, 51, 56, 57, 64, 77, 83, 87, 89, 91, 101, 105, 141, 151, 175, 185, 197, 206], "new": [9, 24, 32, 41, 43, 49, 53, 67, 71, 87, 89, 90, 94, 96, 99, 100, 105, 109, 111, 119, 122, 133, 136, 144, 146, 151, 153, 166, 169, 178, 180, 185, 186, 187, 188, 192, 202, 204, 216], "init": [9, 32], "10": [9, 10, 15, 19, 32, 33, 38, 44, 52, 54, 67, 92, 97, 100, 105, 131, 133, 148, 164, 166, 181, 193, 202], "model_tensor": [9, 32], "100": [9, 10, 15, 32, 33, 38, 80, 96, 111, 140, 144, 146, 174, 178, 180, 216], "acc": [9, 32], "101": [9, 15, 32, 38], "102": [9, 32], "target": [9, 10, 32, 33, 43, 44, 45, 73, 74, 77, 80, 99, 100, 106, 124, 127, 136, 156, 157, 160, 169, 202], "103": [9, 32], "104": [9, 32], "105": [9, 32], "run_typ": [9, 32], "evalu": [9, 32, 41, 96, 144, 178, 188, 203, 213], "predict": [9, 10, 15, 24, 32, 33, 38, 41, 43, 56, 57, 73, 80, 87, 124, 141, 151, 157, 175, 185, 188, 192, 193, 196, 197, 203, 213, 216], "datasets_dir": [9, 32], "logs_dir": [9, 32], "tmp": [9, 10, 32, 33, 102], "genericclassifi": [9, 32, 58, 59, 113], "default_model_node_nam": [9, 32], "except": [10, 33, 87, 196, 197, 209], "wrongtfvers": [10, 33], "rais": [10, 22, 23, 24, 33, 87, 209], "tensorflow": [10, 12, 16, 21, 23, 33, 35, 39, 43, 61, 62, 63, 80, 87, 96, 99, 109, 111, 113, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "current": [10, 24, 33, 61, 62, 63, 83, 87, 91, 96, 102, 110, 111, 113, 121, 137, 139, 144, 145, 146, 150, 151, 170, 173, 178, 179, 180, 184, 185, 201, 216], "xx": [10, 33], "tensorflowaddonsneed": 10, "when": [10, 12, 24, 35, 41, 43, 44, 50, 64, 66, 77, 83, 87, 88, 89, 91, 99, 105, 109, 111, 124, 126, 133, 151, 157, 159, 166, 185, 196, 197, 199, 202, 209], "addon": 10, "tfgraphbuild": [10, 33, 99, 113], "creat": [10, 12, 22, 23, 33, 35, 41, 44, 64, 67, 91, 99, 113, 192, 193, 196, 197, 202], "graph": [10, 12, 33, 35, 43, 87, 99, 113, 124, 138, 151, 155, 157, 171, 185, 203], "ner_dl": [10, 11, 33, 34, 87, 151, 185], "generic_classifi": [10, 11, 33, 34, 82, 155], "assertion_dl": [10, 11, 33, 34, 43, 124, 157], "relation_extract": [10, 33, 82, 98, 134, 138, 167, 171], "nlp": [10, 12, 33, 35, 41, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 74, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 106, 110, 111, 115, 127, 139, 140, 144, 145, 146, 150, 151, 155, 160, 173, 174, 178, 179, 180, 184, 185, 188, 202, 206, 214, 217], "paramet": [10, 23, 33, 41, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 110, 111, 112, 115, 119, 121, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 187, 192, 193, 196, 197, 200, 202, 203, 204, 205, 213, 214], "dict": [10, 33, 41, 43, 51, 64, 66, 77, 83, 89, 90, 96, 99, 100, 102, 155, 188, 192, 196, 197, 198, 200, 206, 208, 216], "tf_graph": [10, 33, 99, 202], "get_model": [10, 33], "supports_auto_file_nam": [10, 33], "return": [10, 13, 22, 23, 24, 33, 36, 41, 43, 45, 47, 49, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 74, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 104, 105, 106, 110, 111, 121, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 155, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 188, 192, 193, 196, 197, 198, 199, 200, 202, 203, 206, 209, 213, 214, 216], "automat": [10, 41, 66, 102, 126, 137, 159, 170, 192], "file": [10, 16, 21, 33, 39, 41, 43, 51, 64, 66, 69, 80, 83, 87, 89, 99, 105, 113, 124, 126, 133, 140, 151, 157, 159, 166, 174, 185, 188, 192, 193, 196, 197, 200, 202, 203, 204, 206, 208, 213, 214], "method": [10, 22, 33, 41, 49, 64, 66, 69, 80, 89, 99, 126, 133, 159, 166, 192, 193, 196, 197, 202, 208, 217], "overridden": [10, 33], "child": [10, 33], "get_model_filenam": [10, 33], "implement": [10, 18, 19, 20, 22, 24, 58, 59, 102, 109, 110, 115, 117, 118, 137, 143, 145, 170, 177, 179, 196, 197], "check_build_param": [10, 33], "given": [10, 18, 22, 24, 33, 49, 52, 54, 66, 67, 69, 76, 77, 83, 87, 96, 97, 99, 102, 113, 131, 137, 144, 148, 151, 164, 170, 178, 181, 185, 188, 196, 197, 208], "get_build_param": [10, 33], "get_build_params_with_default": [10, 33], "default": [10, 12, 22, 23, 24, 33, 35, 41, 42, 43, 45, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 62, 63, 66, 69, 71, 73, 74, 76, 77, 80, 83, 87, 89, 90, 91, 92, 96, 99, 100, 101, 102, 105, 106, 107, 110, 111, 113, 121, 124, 126, 127, 133, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 154, 157, 159, 160, 166, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 188, 192, 193, 196, 197, 198, 199, 200, 202, 206, 208, 214, 216], "valu": [10, 22, 23, 33, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 79, 80, 83, 87, 89, 90, 91, 92, 94, 96, 99, 100, 101, 102, 105, 107, 109, 111, 112, 113, 115, 119, 122, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186, 192, 193, 194, 196, 197, 198, 200, 208, 216], "str": [10, 12, 13, 16, 33, 35, 36, 39, 41, 42, 43, 44, 45, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 73, 74, 76, 77, 79, 80, 83, 86, 87, 89, 90, 92, 96, 99, 100, 101, 102, 105, 107, 110, 111, 112, 113, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 188, 192, 193, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 213, 214], "ani": [10, 23, 33, 41, 42, 67, 77, 83, 87, 101, 107, 151, 185, 188, 196, 197], "retriev": [10, 33, 87, 151, 185, 196, 197], "found": [10, 33, 64, 74, 77, 106, 127, 160, 196, 197], "get_model_build_param": [10, 33], "get_model_build_param_explan": [10, 33], "explan": [10, 33], "genericclassifiertfgraphbuild": [10, 33], "tf": [10, 16, 19, 21, 22, 23, 33, 39, 61, 62, 63, 139, 150, 173, 184], "genericclassifierapproach": [10, 33, 80], "extend": [10, 33, 74, 87, 106, 127, 140, 151, 160, 174, 185, 202], "base": [10, 20, 22, 24, 33, 41, 43, 45, 47, 49, 51, 52, 53, 54, 56, 57, 61, 62, 63, 64, 66, 69, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 102, 105, 106, 109, 110, 111, 115, 117, 118, 119, 124, 126, 127, 131, 133, 136, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 155, 157, 159, 160, 164, 166, 169, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 188, 193, 196, 197, 198, 206], "sparknlp": [10, 33, 43, 45, 47, 49, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 69, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 102, 106, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 181, 184, 185, 186, 188, 193, 196, 197, 206, 208], "datafram": [10, 33, 41, 67, 101, 105, 187, 188, 192, 193, 196, 197, 200, 201, 202, 203, 206, 208], "pd": [10, 33, 41, 67, 206], "read_csv": [10, 33], "petfind": [10, 33], "mini": [10, 33], "csv": [10, 33, 41, 51, 64, 66, 69, 71, 79, 89, 126, 140, 159, 174, 196, 197, 202, 208], "dl_param": [10, 33], "input_dim": [10, 33], "302": [10, 33], "hidden_lay": [10, 33], "300": [10, 33, 99], "200": [10, 24, 33, 99, 214], "hidden_act": [10, 33], "tanh": [10, 20, 24, 33, 113], "hidden_act_l2": [10, 33], "batch_norm": [10, 33], "output_act": 10, "softmax": [10, 18, 105, 113], "loss_func": 10, "cross_entropi": 10, "gc_graph": [10, 33], "auto": [10, 33, 113], "save": [10, 12, 16, 33, 35, 39, 41, 43, 52, 61, 62, 63, 66, 80, 87, 96, 97, 99, 102, 110, 111, 124, 137, 139, 140, 144, 145, 146, 150, 151, 157, 170, 173, 174, 178, 179, 180, 184, 185, 188, 192, 193, 196, 197, 202, 205, 208, 214], "gcl": [10, 33], "pb": [10, 33, 80, 87, 99, 151, 185], "we": [10, 22, 24, 41, 50, 51, 52, 54, 56, 57, 66, 73, 77, 80, 87, 97, 105, 126, 130, 131, 133, 140, 141, 148, 159, 163, 164, 166, 174, 175, 181], "modelfil": [10, 80], "gen_clf": [10, 33, 56, 57, 80, 141, 175], "setlabelcolumn": [10, 33, 56, 80, 87, 99, 113, 140, 141, 151, 174, 175, 185], "setinputcol": [10, 33, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 113, 122, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186], "featur": [10, 24, 33, 45, 79, 80, 83, 87], "setoutputcol": [10, 33, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 122, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186], "setmodelfil": [10, 33, 80, 99], "setepochsnumb": [10, 33, 80, 99], "setbatchs": [10, 33, 43, 80, 87, 99, 100, 124, 140, 157, 174], "setfeaturesc": [10, 33, 80], "zscore": [10, 33, 80], "setfiximbal": [10, 33, 80, 99], "setlearningr": [10, 33, 43, 80, 99, 124, 157], "001": [10, 24, 33, 80, 87, 99, 151, 185], "setoutputlogspath": [10, 33, 43, 80], "log": [10, 33, 43, 45, 80, 87, 124, 140, 151, 157, 174, 185, 188, 193, 196, 197, 203, 213], "setvalidationsplit": [10, 33, 43, 80, 87, 99], "clf_pipelin": [10, 33], "stage": [10, 33, 41, 43, 45, 47, 48, 51, 64, 66, 69, 71, 73, 83, 86, 88, 89, 91, 92, 96, 99, 100, 101, 105, 111, 124, 126, 133, 136, 144, 146, 157, 159, 166, 169, 178, 180], "features_asm": [10, 33, 80], "bool": [10, 12, 13, 33, 35, 36, 41, 43, 47, 49, 52, 61, 63, 64, 66, 69, 71, 73, 74, 80, 87, 89, 92, 94, 96, 97, 99, 100, 101, 105, 109, 110, 111, 112, 113, 145, 155, 179, 196, 197, 200, 202, 206, 208, 209, 214], "an": [10, 18, 19, 22, 23, 24, 33, 41, 43, 47, 56, 57, 64, 66, 69, 73, 74, 76, 77, 79, 83, 87, 89, 90, 91, 99, 102, 105, 106, 119, 124, 126, 127, 133, 140, 141, 151, 153, 157, 159, 160, 166, 174, 175, 185, 186, 188, 193, 196, 197, 200, 202, 206, 214, 217], "otherwis": [10, 24, 33, 43, 45, 49, 56, 57, 58, 59, 66, 69, 71, 73, 74, 76, 77, 79, 80, 83, 87, 94, 96, 99, 100, 105, 106, 109, 110, 111, 126, 127, 144, 145, 146, 151, 159, 160, 178, 179, 180, 185, 188, 203, 209, 213, 216], "locat": [10, 41, 52, 54, 61, 62, 63, 64, 73, 87, 89, 90, 99, 100, 102, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186, 199, 200, 204], "where": [10, 12, 16, 23, 24, 33, 35, 39, 41, 47, 52, 54, 66, 67, 74, 80, 86, 87, 97, 99, 100, 106, 113, 126, 127, 130, 131, 136, 148, 151, 159, 160, 163, 164, 169, 181, 185, 192, 193, 196, 197, 202, 204], "logregclassifiertfgraphbuild": 10, "svmclassifiertfgraphbuild": 10, "assertiontfgraphbuild": [10, 33], "assertiondlapproach": [10, 33, 43, 113, 124, 157], "blstm_34_32_30_": [10, 33], "_": [10, 33, 70, 71, 87, 151, 185], "format": [10, 23, 33, 41, 43, 64, 66, 69, 83, 86, 87, 89, 91, 126, 151, 159, 185, 188, 192, 193, 196, 197, 198, 200, 202, 208, 214], "setlabelcol": [10, 33, 43, 45, 57, 80, 105, 124, 133, 157, 166], "label": [10, 33, 41, 43, 45, 51, 53, 56, 57, 58, 59, 61, 62, 63, 66, 80, 83, 86, 87, 89, 90, 99, 100, 102, 104, 105, 113, 123, 124, 126, 133, 137, 139, 140, 141, 150, 151, 153, 156, 157, 159, 166, 170, 173, 174, 175, 184, 185, 186, 192, 193, 196, 202, 203, 206, 214], "chunk": [10, 33, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 64, 66, 67, 69, 73, 74, 76, 77, 83, 86, 88, 89, 91, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 130, 131, 136, 137, 141, 144, 146, 148, 157, 159, 160, 163, 164, 169, 170, 175, 178, 180, 181, 192, 202, 203, 208, 213, 214, 216], "128": [10, 12, 24, 33, 35, 43, 61, 62, 63, 124, 139, 150, 157, 173, 184], "setdropout": [10, 33, 43, 80, 87, 124, 140, 157, 174], "setepoch": [10, 33, 43, 124, 157], "setstartcol": [10, 33, 43, 45, 74, 124, 157], "setendcol": [10, 33, 43, 45, 124, 157], "end": [10, 23, 33, 43, 44, 45, 49, 66, 83, 86, 87, 99, 109, 111, 124, 151, 157, 185, 196, 197, 202, 206, 216], "setmaxsentlen": [10, 33, 43, 124, 157], "250": [10, 33, 43, 77, 124, 157], "setenableoutputlog": [10, 33, 43], "training_log": [10, 33], "setgraphfold": [10, 33, 43, 87, 113], "nertfgraphbuild": [10, 33], "medicalnerapproach": [10, 33, 87, 113, 151, 185], "embeddings_dim": [10, 12, 33, 35], "nchar": [10, 12, 15, 33, 35, 38, 87, 151, 185], "83": [10, 33], "ntag": [10, 12, 15, 33, 35, 38, 87, 151, 185], "12": [10, 33, 67, 91, 202, 208], "medic": [10, 105, 113, 188, 200, 205], "ner": [10, 15, 16, 33, 38, 39, 41, 43, 45, 49, 51, 52, 54, 62, 66, 67, 69, 71, 73, 76, 77, 82, 83, 97, 101, 102, 123, 124, 126, 131, 137, 138, 148, 149, 155, 157, 159, 164, 170, 171, 181, 182, 188, 193, 196, 197, 202, 206, 214], "is_med": [10, 12, 33, 35, 188], "medical_ner_graph": [10, 33], "nertagg": [10, 33, 76, 87, 99, 100, 136, 151, 169, 185], "sentenc": [10, 13, 15, 33, 36, 38, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 61, 62, 63, 64, 66, 69, 71, 73, 76, 77, 83, 86, 87, 88, 89, 90, 97, 100, 101, 102, 104, 105, 107, 109, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 181, 184, 185, 186, 188, 192, 193, 196, 197, 202, 206, 208], "token": [10, 33, 41, 42, 43, 44, 45, 47, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 88, 89, 90, 94, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 111, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 155, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 192, 193, 196, 197, 202, 206, 208], "setmaxepoch": [10, 33, 87, 140, 151, 174, 185], "setrandomse": [10, 33, 87, 94, 109, 151, 185], "setverbos": [10, 33, 43, 87, 151, 185], "setevaluationlogextend": [10, 33], "setincludeconfid": [10, 33, 43, 87, 193], "ner_log": [10, 33], "setenablememoryoptim": [10, 33, 87], "relationextractiontfgraphbuild": [10, 33], "relationextractionapproach": [10, 33, 99, 113, 202], "6000": [10, 33], "relu": [10, 24, 33, 113], "re_with_bn": [10, 33], "re_approach": [10, 33], "rel": [10, 33, 52, 54, 76, 77, 91, 97, 130, 131, 148, 163, 164, 181, 202], "pos_tag": [10, 33, 77, 99, 101, 102, 192], "train_ner_chunk": [10, 33, 99, 202], "depend": [10, 23, 24, 33, 42, 50, 53, 77, 87, 96, 99, 100, 101, 102, 104, 107, 136, 144, 151, 169, 178, 185, 188, 197, 206], "70": [10, 33, 51, 87, 185, 214], "setfroment": [10, 33, 99], "begin1i": [10, 33], "end1i": [10, 33], "label1": [10, 33, 202], "settoent": [10, 33, 99], "begin2i": [10, 33], "end2i": [10, 33], "label2": [10, 33, 202], "tfgraphbuilderfactori": [10, 33], "factori": [10, 33], "differ": [10, 20, 24, 33, 41, 49, 79, 83, 87, 101, 151, 185, 196, 197, 202, 214], "static": [10, 13, 15, 16, 24, 33, 36, 38, 39, 43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199, 204], "spark": [10, 33, 41, 42, 43, 45, 48, 49, 51, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 89, 90, 91, 92, 96, 99, 100, 101, 102, 105, 106, 107, 110, 111, 121, 123, 124, 126, 127, 136, 139, 140, 144, 145, 146, 150, 151, 153, 155, 157, 159, 160, 169, 173, 174, 178, 179, 180, 184, 185, 186, 188, 193, 196, 197, 200, 201, 202, 206, 208, 214, 217], "model_nam": [10, 33], "want": [10, 33, 41, 42, 43, 50, 52, 54, 64, 66, 73, 77, 87, 96, 97, 99, 101, 105, 107, 124, 126, 131, 144, 157, 159, 164, 178, 200], "configur": [10, 33, 41], "path": [10, 33, 41, 43, 45, 48, 51, 52, 54, 56, 57, 64, 66, 76, 80, 83, 87, 89, 90, 97, 99, 105, 113, 124, 126, 130, 131, 133, 140, 148, 151, 153, 157, 159, 163, 164, 166, 174, 181, 185, 186, 188, 192, 193, 196, 197, 202, 203, 204, 205, 206, 208, 213, 214], "rb": [10, 33], "filenam": [10, 25, 33], "doesn": [10, 24, 99], "modulenotfounderror": 10, "print_model_param": [10, 33], "allow": [10, 23, 24, 33, 41, 49, 50, 61, 63, 71, 99, 107, 139, 150, 173, 184, 200, 204], "descript": [10, 33, 41, 49, 96, 105, 133, 144, 166, 178, 197, 202], "everi": [10, 19, 33, 41, 87, 151, 185, 196, 199], "create_graph": [11, 14, 34, 37], "dataset_encod": [11, 14, 34, 37], "ner_model": [11, 14, 34, 37, 52, 54, 73, 77, 97, 131, 148, 164, 181], "ner_model_sav": [11, 14, 34, 37], "sentence_group": [11, 14, 34, 37], "tf2contrib": 11, "core_rnn_cel": [11, 21], "fused_rnn_cel": [11, 21], "gru_op": [11, 21], "lstm_op": [11, 21], "rnn": [11, 18, 19, 21, 22, 24], "rnn_cell": [11, 19, 21], "graph_build": [11, 34], "int": [12, 24, 35, 41, 42, 43, 49, 56, 57, 61, 62, 63, 66, 67, 69, 73, 77, 80, 87, 91, 94, 96, 99, 100, 101, 105, 107, 109, 111, 113, 115, 140, 146, 174, 180, 192, 193, 196, 197, 200, 202, 205, 208, 214], "lstm_size": [12, 35, 87, 151, 185], "gpu_devic": [12, 35], "nerdl": [12, 35, 188], "arg": [12, 13, 16, 22, 23, 24, 35, 36, 39, 41, 43, 52, 53, 54, 61, 62, 63, 76, 87, 90, 99, 100, 102, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186, 196, 199, 201, 202, 206], "folder": [12, 16, 35, 39, 43, 61, 62, 63, 80, 87, 96, 100, 102, 110, 111, 113, 124, 136, 137, 139, 140, 144, 145, 146, 150, 151, 157, 169, 170, 173, 174, 178, 179, 180, 184, 185, 204, 214], "number": [12, 22, 23, 24, 35, 41, 43, 45, 49, 56, 57, 66, 67, 80, 83, 87, 94, 96, 99, 100, 105, 109, 111, 113, 124, 126, 136, 140, 141, 144, 146, 151, 157, 159, 169, 174, 175, 178, 180, 185, 188, 192, 193, 196, 197, 200, 205, 208, 216], "uniqu": [12, 35, 73, 87], "tag": [12, 16, 35, 39, 41, 43, 47, 51, 66, 83, 86, 87, 88, 89, 99, 124, 126, 140, 151, 157, 159, 174, 185, 192, 196, 203, 208, 213, 216], "dimens": [12, 19, 22, 24, 35, 87, 151, 185], "word": [12, 13, 35, 36, 52, 54, 66, 73, 86, 89, 90, 92, 94, 105, 109, 126, 131, 140, 153, 159, 164, 174, 186, 188, 196, 197, 216], "charact": [12, 13, 16, 35, 36, 39, 66, 69, 73, 89, 126, 159, 196, 197], "option": [12, 23, 24, 35, 41, 43, 45, 49, 51, 56, 57, 58, 59, 64, 66, 69, 73, 76, 77, 79, 80, 83, 87, 89, 96, 105, 110, 111, 140, 144, 145, 146, 151, 174, 178, 179, 180, 185, 192, 196, 197, 199, 200, 202, 208, 209, 214], "size": [12, 22, 23, 24, 35, 43, 61, 63, 80, 87, 113, 115, 124, 139, 140, 150, 151, 157, 173, 174, 184, 185, 194], "hidden": [12, 15, 24, 35, 38, 62, 113, 150, 184, 194], "lstm": [12, 22, 24, 35, 87, 151, 185], "disk": [12, 16, 35, 39, 43, 80, 87, 99, 124, 140, 151, 157, 174, 185], "which": [12, 19, 23, 24, 35, 49, 51, 58, 59, 61, 62, 63, 64, 66, 76, 77, 79, 83, 87, 89, 90, 91, 94, 96, 99, 100, 101, 102, 105, 109, 111, 121, 124, 133, 137, 139, 144, 146, 150, 151, 153, 157, 166, 170, 173, 178, 180, 184, 185, 186, 192, 193, 196, 197, 204, 209], "gpu": [12, 23, 35, 155], "being": [12, 13, 24, 35, 36, 66, 107, 126, 159], "datasetencod": [13, 36], "embeddings_resolv": [13, 36], "tag2id": [13, 36], "piece_tag": [13, 36], "encod": [13, 16, 36, 39, 90, 99, 100, 102, 113, 136, 137, 140, 153, 169, 170, 174, 186], "shuffl": [13, 36, 140, 174], "lower": [13, 36, 51, 52, 74, 87, 97, 106, 127, 151, 160, 185, 196], "case": [13, 18, 22, 24, 36, 41, 44, 47, 49, 52, 61, 63, 64, 74, 76, 77, 87, 97, 99, 100, 101, 106, 127, 139, 150, 151, 160, 173, 184, 185, 196, 197, 216], "remov": [13, 36, 47, 49, 51, 92, 101, 196, 197], "addit": [13, 24, 36, 45, 66, 87, 101, 105, 133, 140, 151, 166, 174, 185], "white": [13, 36, 47, 51, 67, 89, 194], "space": [13, 23, 24, 36, 192, 196], "process": [13, 24, 36, 43, 47, 51, 61, 62, 63, 74, 80, 83, 87, 89, 96, 99, 100, 105, 106, 109, 111, 124, 127, 133, 136, 139, 144, 150, 151, 157, 160, 166, 169, 173, 178, 184, 185, 188, 193, 196, 197, 202, 214], "get_char_index": [13, 36], "list": [13, 22, 23, 36, 41, 43, 45, 47, 51, 56, 57, 61, 62, 63, 66, 77, 83, 87, 88, 89, 90, 94, 96, 99, 100, 101, 102, 105, 107, 109, 111, 112, 113, 124, 126, 133, 137, 144, 146, 151, 153, 157, 159, 166, 170, 178, 180, 185, 186, 192, 193, 196, 197, 199, 200, 201, 202, 203, 206, 208, 213, 214, 216, 217], "outpu": [13, 36], "layer": [13, 23, 24, 36, 43, 58, 61, 62, 63, 80, 87, 113, 124, 139, 150, 151, 157, 173, 184, 185], "nermodel": [15, 38, 43, 47, 86, 87, 89, 124, 151, 157, 185], "dummy_tag": [15, 38], "use_contrib": [15, 38], "use_gpu_devic": [15, 38], "add_bilstm_char_repr": [15, 38], "dim": [15, 24, 38], "25": [15, 38, 66, 70, 105, 126, 133, 159, 166, 202], "add_cnn_char_repr": [15, 38], "nfilter": [15, 38], "pad": [15, 38], "add_pretrained_word_embed": [15, 38], "add_context_repr": [15, 38], "hidden_s": [15, 38], "residu": [15, 38], "add_inference_lay": [15, 38], "crf": [15, 38, 87, 151, 185], "predictions_op_nam": [15, 38], "add_training_op": [15, 38], "clip_gradi": [15, 38], "train_op_nam": [15, 38], "num_tru": [15, 38], "arrai": [15, 38, 43, 56, 57, 61, 62, 63, 66, 74, 79, 83, 87, 88, 96, 106, 109, 111, 112, 124, 126, 127, 139, 140, 141, 144, 146, 150, 151, 157, 159, 160, 173, 174, 175, 178, 180, 184, 185, 193], "fill": [15, 38], "l": [15, 38, 66, 69, 202], "val": [15, 38], "get_sentence_length": [15, 38], "batch": [15, 18, 23, 24, 38, 41, 43, 61, 63, 80, 87, 113, 124, 139, 140, 150, 151, 157, 173, 174, 184, 185], "idx": [15, 38], "word_embed": [15, 38, 42, 43, 45, 50, 67, 71, 73, 87, 99, 107, 124, 151, 157, 185], "get_sentence_token_length": [15, 38], "tag_id": [15, 38], "get_word_length": [15, 38], "char_id": [15, 38], "get_char_id": [15, 38], "get_from_batch": [15, 38], "get_tag_id": [15, 38], "get_word_embed": [15, 38], "slice": [15, 17, 38, 40, 52, 54, 76, 77, 131, 164], "init_vari": [15, 38], "epoch_start": [15, 38], "epoch_end": [15, 38], "32": [15, 17, 23, 24, 38, 40, 64, 107], "lr": [15, 38, 43, 87, 140, 151, 174, 185], "po": [15, 38, 42, 50, 51, 87, 99, 107, 123, 151, 185, 192, 196, 206], "65": [15, 38, 202], "measur": [15, 38, 49], "20": [15, 24, 38, 67, 80, 91, 140, 174, 208], "get_softmax": [15, 38], "score": [15, 38, 43, 49, 58, 59, 80, 87, 90, 102, 124, 137, 151, 153, 157, 170, 185, 186, 192, 193, 198, 203, 213, 216], "threshold": [15, 38, 51, 66, 73, 77, 89, 90, 99, 100, 105, 126, 159, 192, 193, 203, 213], "close": [15, 38], "nermodelsav": [16, 39], "embeddings_fil": [16, 39], "restore_tensorflow_st": [16, 39], "export_dir": [16, 39], "restor": [16, 39, 43, 45, 49, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 96, 102, 105, 110, 111, 137, 139, 144, 145, 146, 150, 151, 170, 173, 178, 179, 180, 184, 185], "directori": [16, 39, 41], "save_model": [16, 39], "separ": [16, 39, 41, 47, 49, 51, 66, 69, 83, 87, 89, 99, 101, 151, 185, 188, 192, 208], "variabl": [16, 20, 22, 24, 39], "sentencegroup": [17, 40], "bucket_length": [17, 40], "get_bucket_id": [17, 40], "length": [17, 22, 23, 40, 41, 43, 45, 61, 62, 63, 66, 69, 73, 83, 94, 96, 109, 111, 113, 124, 126, 139, 144, 146, 150, 157, 159, 173, 178, 180, 184, 193, 196, 197, 208], "core": 18, "embeddingwrapp": 18, "inputprojectionwrapp": 18, "outputprojectionwrapp": 18, "rnncell": [18, 19, 23, 24], "embedding_class": 18, "embedding_s": 18, "initi": [18, 20, 22, 23, 24, 73, 87, 99, 188, 202], "reus": [18, 20, 22, 24], "oper": [18, 19, 23, 24, 49], "ad": [18, 87, 89, 151, 185, 196, 197], "note": [18, 87, 140, 151, 174, 185, 216], "mai": [18, 22, 24, 44, 64, 74, 77, 87, 101, 106, 127, 160], "effici": [18, 19, 22, 23, 41], "wrapper": [18, 20, 24, 123, 202], "instead": [18, 20, 45, 61, 63, 196], "concaten": [18, 23, 49], "whole": [18, 49], "sequenc": [18, 19, 22, 23, 61, 63, 66, 67, 113, 126, 139, 159, 173], "your": [18, 41, 50, 87, 140, 151, 155, 174, 185, 200], "time": [18, 19, 20, 23, 24, 41, 66, 69, 87, 126, 159, 185, 196], "do": [18, 23, 64, 83, 87, 89, 196, 197], "feed": [18, 61, 63, 87], "zero_st": [18, 24], "dtype": [18, 22, 23, 24], "call": [18, 20, 22, 24, 73], "state": [18, 22, 23, 24, 62, 87, 96, 111, 140, 144, 150, 151, 174, 178, 184, 185, 196, 200, 202], "run": [18, 22, 23, 24, 196, 197], "num_proj": [18, 24], "activ": [18, 24, 99, 100, 113, 136, 169, 188, 193, 196, 197], "input_s": [18, 22, 23, 24], "project": [18, 24, 41], "output_s": [18, 22], "directli": [18, 41], "construct": [19, 24, 62, 150, 184], "fuse": 19, "fusedrnncel": [19, 22], "abstract": [19, 22, 122], "object": [19, 41, 53, 61, 62, 63, 87, 99, 123, 139, 140, 150, 151, 173, 174, 184, 185, 202, 208], "repres": [19, 24, 41, 47, 49, 51, 66, 83, 105, 126, 159, 214], "A": [19, 22, 23, 24, 49, 52, 54, 61, 62, 63, 64, 76, 77, 80, 83, 86, 87, 88, 89, 90, 94, 96, 99, 100, 102, 105, 109, 111, 113, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 184, 185, 186, 192, 193, 196, 199, 200, 202, 208], "entir": [19, 22, 61, 63], "expand": 19, "In": [19, 24, 44, 49, 64, 67, 77, 87, 100, 136, 140, 151, 169, 174, 185], "effect": 19, "recurr": [19, 22, 23, 24, 83, 86, 87, 151, 185], "network": [19, 22, 23, 24, 58, 87, 151, 185], "unlik": [19, 22, 96, 144, 178], "subclass": [19, 22, 77, 109, 110, 115, 118, 143, 145, 177, 179], "onc": [19, 87, 100, 136, 169], "put": [19, 33, 50, 73, 140, 174], "loop": 19, "insid": [19, 89, 140, 174], "usual": [19, 89, 102, 105, 137, 170], "lead": [19, 44], "much": [19, 22, 80, 140, 174], "complex": 19, "less": [19, 23, 66, 87, 126, 151, 159, 185], "must": [19, 22, 23, 24, 43, 45, 49, 67, 74, 106, 124, 127, 157, 160], "__call__": 19, "signatur": 19, "fusedrnncelladaptor": 19, "use_dynamic_rnn": 19, "adaptor": 19, "timereversedfusedrnn": 19, "revers": 19, "compat": [19, 22, 61, 62, 63, 87, 139, 150, 151, 155, 173, 184, 185, 188], "v1": 19, "nn": [19, 51, 88], "basicrnncel": 19, "fw_lstm": 19, "contrib": [19, 21, 87, 151, 185], "bw_lstm": 19, "fw_out": 19, "fw_state": 19, "bw_out": 19, "bw_state": 19, "block": [20, 22], "gru": [20, 24], "op": [20, 21, 22], "layerrnncel": [20, 22], "grublockcel": 20, "num_unit": [20, 22, 24], "cell_siz": 20, "gru_cel": 20, "deprec": 20, "grublockcellv2": 20, "arxiv": [20, 22, 23, 24], "org": [20, 22, 23, 24, 73, 105], "ab": [20, 22, 23, 24], "1406": [20, 24], "1078": [20, 24], "comput": [20, 23, 24, 49, 76, 77, 216], "forward": [20, 23], "propag": [20, 24], "step": [20, 24, 47, 87, 185], "kernel": 20, "mathemat": 20, "equat": [20, 24], "bias": [20, 22, 24], "b_ru": 20, "constant_initi": 20, "b_c": 20, "x_h_prev": 20, "h_prev": 20, "r_bar": 20, "u_bar": 20, "w_ru": 20, "r": [20, 24, 52, 97, 202], "sigmoid": [20, 113], "h_prevr": 20, "circ": [20, 24], "x_h_prevr": 20, "c_bar": 20, "w_c": [20, 24], "c": [20, 24, 66, 69], "h": [20, 24], "input_shap": [20, 22, 24], "temporari": 20, "impl": 20, "scheme": [20, 86, 202], "distribut": [21, 43, 80, 87, 99, 105, 121, 124, 133, 140, 151, 157, 166, 174, 185, 188], "origin": [21, 24, 41, 56, 57, 66, 69, 71, 89, 91, 105, 126, 133, 141, 159, 166, 175, 196, 197, 216], "modifi": [21, 83, 86, 89, 197], "chang": [21, 24, 83, 89, 192, 196, 197, 209], "just": [21, 87, 151, 185, 196, 197], "therefor": [21, 24], "all": [21, 24, 41, 49, 50, 56, 57, 61, 63, 66, 69, 77, 80, 87, 89, 92, 99, 101, 105, 112, 121, 126, 133, 141, 151, 159, 166, 175, 185, 196, 197, 204, 206, 217], "function": [21, 41, 58, 59, 89, 105, 113, 187, 202, 208, 217], "enabl": [21, 24, 43, 47, 51, 66, 71, 87, 151, 185], "lstmblockcel": 22, "forget_bia": [22, 24], "cell_clip": [22, 24], "use_peephol": [22, 24], "lstm_cell": 22, "1409": 22, "2329": 22, "add": [22, 24, 44, 87, 89, 91, 92, 101, 151, 185, 187, 192, 196, 197, 200], "forget": [22, 24], "gate": [22, 24], "order": [22, 24, 49, 83, 99, 112], "reduc": [22, 24], "scale": [22, 24, 80], "begin": [22, 23, 24, 44, 67, 74, 83, 86, 87, 89, 99, 101, 105, 106, 127, 133, 160, 166, 196, 197, 202, 206], "rnn_cell_impl": [22, 24], "lstmcell": [22, 24], "monolith": 22, "should": [22, 24, 33, 41, 43, 49, 51, 64, 73, 76, 87, 89, 92, 96, 105, 109, 110, 115, 118, 124, 140, 143, 144, 145, 151, 157, 174, 177, 178, 179, 185, 188, 192, 193, 196, 197, 198, 199, 202, 208, 209], "faster": [22, 61, 63, 139, 150, 173, 184], "bia": [22, 24, 155, 190], "matric": [22, 24], "long": [22, 24, 96, 144, 178, 202], "scope": [22, 23, 24, 43, 124, 157], "match": [22, 23, 43, 45, 61, 63, 64, 66, 73, 74, 83, 88, 106, 124, 126, 127, 139, 150, 157, 159, 160, 173, 184, 197], "inputs_shap": [22, 24], "short": [22, 24, 96, 144, 178], "term": [22, 24, 43, 51, 56, 57, 66, 69, 124, 126, 141, 157, 159, 175, 196, 197, 200], "lstmblockwrapp": 22, "helper": [22, 23, 200, 204], "housekeep": 22, "altern": 22, "similar": [22, 24, 49, 66, 126, 159, 193, 216], "type": [22, 23, 24, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 73, 74, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 111, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 196, 197, 198, 203, 206, 213, 214, 216], "_call_cel": 22, "properti": [22, 23, 66, 119, 126, 159], "unit": [22, 24, 92, 99, 100, 113, 136, 169], "initial_st": 22, "sequence_length": [22, 23], "d": [22, 24, 41, 66, 200], "tensor": [22, 23, 24], "shape": [22, 23, 24], "time_len": 22, "tupl": [22, 23, 24, 155, 192, 196, 197], "initial_cell_st": 22, "initial_output": 22, "self": [22, 24, 53, 79], "_num_unit": 22, "expect": [22, 91, 202], "zero": [22, 23, 90, 102, 137, 153, 170, 186], "ha": [22, 23, 24, 41, 43, 47, 49, 51, 53, 56, 57, 64, 66, 67, 74, 76, 87, 91, 99, 106, 111, 124, 127, 140, 141, 146, 151, 157, 160, 174, 175, 180, 185, 193, 214], "heterogen": 22, "specifi": [22, 24, 43, 56, 57, 66, 67, 77, 80, 83, 86, 87, 102, 112, 124, 137, 140, 141, 151, 157, 170, 174, 175, 185, 202], "each": [22, 23, 24, 41, 43, 45, 49, 56, 57, 66, 76, 77, 80, 83, 87, 96, 101, 102, 124, 126, 137, 140, 141, 151, 157, 159, 170, 174, 175, 185, 188, 192, 193, 196, 197, 198, 204, 206, 214], "int32": [22, 23], "int64": [22, 23], "vector": [22, 23, 24, 49, 56, 57, 59, 75, 77, 79, 80, 141, 175], "element": [22, 23, 115, 192], "pair": [22, 24, 41, 47, 51, 77, 83, 89, 99, 100, 101, 102, 137, 170], "final": [22, 23, 208], "cell_stat": 22, "valueerror": [22, 23, 24], "mismatch": 22, "lstmblockfusedcel": 22, "lstm_fused_cel": 22, "extrem": 22, "singl": [22, 23, 24, 49, 52, 58, 66, 79, 87, 89, 140, 151, 174, 185, 188, 192, 196, 206], "both": [22, 23, 24, 44, 62, 64, 66, 69, 76, 77, 87, 92, 99, 126, 150, 151, 159, 184, 185, 188, 196, 197, 200], "than": [22, 49, 51, 66, 87, 96, 105, 126, 144, 151, 159, 178, 185], "abov": [22, 216], "consist": [22, 24, 49, 66, 69, 77, 102, 126, 137, 159, 170, 192, 193, 196], "stack_bidirectional_rnn": 23, "cells_fw": 23, "cells_bw": 23, "initial_states_fw": 23, "initial_states_bw": 23, "bidirect": [23, 24], "neural": [23, 24, 58, 87, 151, 185], "stack": [23, 24], "combin": [23, 24, 76, 89, 154, 196, 197], "backward": 23, "next": [23, 91], "bidirectional_rnn": 23, "doe": [23, 24, 83, 87, 151, 185], "share": [23, 24, 77], "between": [23, 24, 41, 43, 49, 58, 59, 66, 76, 77, 87, 88, 89, 92, 99, 100, 101, 102, 105, 124, 126, 136, 137, 140, 151, 157, 159, 169, 170, 174, 185, 193, 196, 197, 200, 202, 216], "direct": [23, 24, 41, 99, 100, 101, 113, 136, 169], "intermedi": 23, "As": [23, 24], "describ": [23, 24, 49, 188], "1303": 23, "5778": 23, "instanc": [23, 41, 77, 99, 100, 105, 119, 136, 169, 188], "one": [23, 24, 41, 42, 43, 61, 63, 75, 76, 77, 80, 83, 87, 89, 101, 105, 122, 124, 151, 157, 185, 192, 196, 197, 200, 204], "per": [23, 24, 41, 43, 45, 50, 61, 63, 73, 80, 87, 89, 99, 124, 140, 151, 157, 174, 185, 203, 213, 216], "nest": 23, "appropri": [23, 41, 197], "cell_fw": 23, "state_s": [23, 24], "same": [23, 24, 41, 49, 66, 69, 77, 83, 87, 89, 126, 151, 159, 185, 188, 193, 196, 197], "correspond": [23, 49, 58, 59, 66, 73, 76, 126, 159, 192, 193, 196, 197, 198], "either": [23, 45, 49, 74, 86, 99, 105, 106, 127, 140, 160, 174, 209], "actual": 23, "variablescop": 23, "subgraph": 23, "output_state_fw": 23, "output_state_bw": 23, "depth": [23, 24], "output_states_fw": 23, "output_states_bw": 23, "typeerror": 23, "cell_bw": 23, "empti": [23, 74, 77, 80, 83, 87, 105, 106, 127, 151, 160, 185, 202], "stack_bidirectional_dynamic_rnn": 23, "parallel_iter": 23, "time_major": 23, "swap_memori": 23, "dynam": [23, 24], "max_tim": 23, "iter": [23, 45, 56, 57, 87, 141, 151, 175, 185, 196, 197], "parallel": 23, "those": [23, 41, 49, 67, 89, 101], "tempor": 23, "trade": 23, "off": [23, 87, 124, 140, 151, 157, 174, 185], "take": [23, 61, 63, 66, 76, 79, 80, 119, 126, 139, 159, 173, 192, 193, 208], "while": [23, 41, 44, 87, 91, 105, 133, 151, 166, 185, 188], "smaller": 23, "longer": [23, 83, 193], "bit": [23, 61, 63, 139, 173], "becaus": [23, 109, 110, 115, 118, 143, 145, 177, 179, 202], "avoid": [23, 24, 41, 44, 49, 188, 193, 196, 197], "transpos": 23, "howev": [23, 51, 87, 151, 185], "most": [23, 49, 77, 87, 151, 185, 193], "major": 23, "so": [23, 24, 59, 87, 140, 151, 174, 185], "accept": [23, 140, 174], "emit": 23, "form": [23, 56, 57, 73, 77, 87, 92, 99, 140, 141, 151, 174, 175, 185], "transpar": [23, 194], "swap": [23, 196, 197], "produc": [23, 24, 83, 89], "infer": [23, 24, 87, 102, 137, 151, 170, 185], "back": 23, "prop": 23, "would": [23, 140, 174], "typic": 23, "fit": [23, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 79, 80, 83, 87, 88, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 111, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 214], "veri": [23, 66, 87, 126, 151, 159, 185], "minim": [23, 90, 99, 100, 102, 136, 137, 153, 169, 170, 186], "perform": [23, 24, 43, 87, 96, 101, 110, 111, 144, 145, 151, 178, 179, 185, 188, 203, 213, 216], "penalti": 23, "layers_output": 23, "coupledinputforgetgatelstmcel": 24, "proj_clip": 24, "num_unit_shard": 24, "num_proj_shard": 24, "state_is_tupl": 24, "math_op": 24, "layer_norm": 24, "norm_gain": 24, "norm_shift": 24, "non": [24, 43, 77], "peephol": 24, "pdf": [24, 214], "semanticscholar": 24, "1154": 24, "0131eae85b2e11d53df7f1360eeb6476e7f4": 24, "felix": 24, "ger": 24, "jurgen": 24, "schmidhub": 24, "fred": 24, "cummin": 24, "learn": [24, 43, 80, 87, 99, 105, 124, 140, 151, 157, 174, 185], "continu": [24, 105, 133, 166], "iet": 24, "850": 24, "855": 24, "1999": [24, 91], "research": 24, "googl": 24, "pub": 24, "archiv": 24, "43905": 24, "hasim": 24, "sak": 24, "andrew": 24, "senior": 24, "francois": 24, "beaufai": 24, "architectur": [24, 87, 151, 185], "larg": [24, 61, 63, 87, 139, 150, 151, 173, 184, 185], "acoust": 24, "interspeech": 24, "2014": 24, "coupl": 24, "1503": 24, "04069": 24, "greff": 24, "et": 24, "al": 24, "search": [24, 43, 73, 87, 105, 124, 133, 151, 157, 166, 185], "odyssei": 24, "peep": 24, "hole": 24, "connect": [24, 41], "1607": 24, "06450": 24, "jimmi": 24, "lei": 24, "ba": 24, "jami": 24, "ryan": 24, "kiro": 24, "geoffrei": 24, "hinton": 24, "appli": [24, 66, 126, 159, 192, 196, 197, 202], "intern": [24, 87, 89, 96, 105, 111, 119, 144, 151, 155, 178, 185, 199, 202], "nonlinear": 24, "2d": 24, "column": [24, 41, 42, 43, 44, 45, 50, 51, 52, 54, 56, 57, 64, 66, 67, 74, 79, 80, 83, 86, 87, 97, 99, 101, 105, 106, 107, 112, 113, 124, 126, 127, 130, 131, 133, 140, 141, 148, 151, 157, 159, 160, 163, 164, 166, 174, 175, 181, 185, 187, 188, 193, 196, 197, 200, 201, 202, 206, 208], "c_state": 24, "m_state": 24, "after": [24, 45, 56, 57, 61, 62, 63, 87, 91, 96, 99, 139, 141, 144, 150, 173, 175, 178, 184, 196], "read": [24, 43, 51, 64, 66, 79, 83, 89, 140, 174, 192, 196, 197, 202], "previou": [24, 216], "wa": [24, 41, 43, 50, 52, 54, 67, 69, 71, 77, 97, 124, 131, 140, 148, 157, 164, 174, 181], "here": 24, "cannot": 24, "via": [24, 47, 51], "timefreqlstmcel": 24, "feature_s": 24, "frequency_skip": 24, "tara": 24, "n": [24, 45, 49, 73, 87, 151, 185, 205], "sainath": 24, "bo": 24, "li": 24, "pattern": [24, 41, 66, 88, 92, 96, 126, 144, 159, 178, 196, 206], "v": [24, 45, 203, 213], "convolut": 24, "lvcsr": 24, "task": [24, 41, 61, 62, 63, 102, 109, 137, 139, 150, 170, 173, 184, 202, 206], "submit": 24, "2016": 24, "clip": 24, "gridlstmcel": 24, "share_time_frequency_weight": 24, "num_frequency_block": 24, "start_freqindex_list": 24, "end_freqindex_list": 24, "couple_input_forget_g": 24, "grid": [24, 192], "nal": 24, "kalchbrenn": 24, "ivo": 24, "danihelka": 24, "alex": 24, "grave": 24, "proc": 24, "iclr": 24, "1507": 24, "01526": 24, "shared_weight": 24, "flag": [24, 49, 80, 96, 192], "_state_is_tupl": 24, "bidirectionalgridlstmcel": 24, "backward_slice_offset": 24, "gridlstm": 24, "henc": 24, "affect": [24, 49, 111, 146, 180], "real": [24, 87, 151], "onlin": 24, "system": [24, 200], "two": [24, 49, 51, 53, 66, 75, 83, 89, 126, 159], "attentioncellwrapp": 24, "attn_length": 24, "attn_siz": 24, "attn_vec_s": 24, "attent": 24, "1601": 24, "06733": 24, "lstma": 24, "highwaywrapp": 24, "couple_carry_transform_g": 24, "carry_bias_init": 24, "highwai": 24, "k": [24, 56, 57, 105, 109, 193, 196], "srivastava": 24, "j": 24, "preprint": 24, "1505": 24, "00387": 24, "2015": 24, "layernormbasiclstmcel": 24, "dropout_keep_prob": 24, "dropout_prob_se": 24, "1603": 24, "05118": 24, "without": [24, 66, 105, 126, 159, 196, 197], "stanislau": 24, "semeniuta": 24, "aliaksei": 24, "severyn": 24, "erhardt": 24, "barth": 24, "nascel": 24, "use_bia": 24, "kwarg": 24, "na": 24, "paper": 24, "1611": 24, "01578": 24, "barret": 24, "zoph": 24, "quoc": 24, "le": 24, "reinforc": 24, "2017": [24, 154], "ugrnncel": 24, "updat": [24, 87, 185, 192, 204], "ugrnn": 24, "compromis": 24, "vanilla": 24, "There": 24, "determin": [24, 47, 49, 99, 101, 102, 137, 170], "whether": [24, 43, 47, 49, 50, 52, 53, 56, 57, 61, 63, 64, 66, 73, 74, 80, 83, 87, 89, 92, 94, 96, 99, 101, 102, 105, 106, 109, 111, 112, 113, 124, 126, 127, 133, 137, 139, 140, 141, 144, 146, 150, 151, 155, 157, 159, 160, 166, 170, 173, 174, 175, 178, 180, 184, 185, 188, 197, 203], "integr": 24, "instantan": 24, "idea": 24, "feedforward": 24, "09913": 24, "jasmin": 24, "collin": 24, "jascha": 24, "sohl": 24, "dickstein": 24, "david": 24, "sussillo": 24, "capac": 24, "trainabl": 24, "num": 24, "new_output": 24, "ident": 24, "new_stat": 24, "intersectionrnncel": 24, "num_in_proj": 24, "y_activ": 24, "nn_op": 24, "intersect": 24, "well": [24, 77, 92, 203, 213, 216], "design": 24, "improv": [24, 44, 87, 96, 102, 111, 137, 144, 151, 170, 178, 185], "flow": 24, "through": [24, 41, 64], "dimension": 24, "y": [24, 69, 71], "To": [24, 43, 45, 47, 51, 61, 62, 63, 64, 70, 99, 105, 139, 150, 173, 184, 202], "achiev": [24, 49, 87, 151, 185], "subsequ": 24, "deepli": 24, "best": [24, 87, 140, 151, 174, 185, 203], "new_i": 24, "equal": [24, 41, 51, 76, 77, 87, 151, 185], "compiledwrapp": 24, "compile_st": 24, "wrap": [24, 109, 110, 115, 117, 118, 143, 145, 177, 179], "execut": [24, 41, 66, 69, 126, 159], "xla": 24, "jit": 24, "phasedlstmcel": 24, "leak": 24, "ratio_on": 24, "trainable_ratio_on": 24, "period_init_min": 24, "period_init_max": 24, "1000": [24, 105, 133, 166], "phase": 24, "1610": 24, "09513v1": 24, "float32": 24, "float64": 24, "store": [24, 43, 80, 87, 101, 119, 124, 140, 151, 157, 174, 185], "second": [24, 48, 87, 151, 185, 199], "features_s": 24, "lstmstatetupl": 24, "timestep": 24, "convlstmcel": 24, "conv_ndim": 24, "output_channel": 24, "kernel_shap": 24, "skip_connect": 24, "conv_lstm_cel": 24, "1506": 24, "04214v1": 24, "conv1dlstmcel": 24, "conv_1d_lstm_cel": 24, "1d": 24, "conv2dlstmcel": 24, "conv_2d_lstm_cel": 24, "conv3dlstmcel": 24, "conv_3d_lstm_cel": 24, "3d": 24, "glstmcell": 24, "number_of_group": 24, "group": [24, 50, 66, 88, 208], "g": [24, 61, 62, 63, 77, 87, 96, 101, 105, 124, 133, 139, 144, 150, 151, 157, 166, 173, 178, 184, 185, 188, 192, 196, 197, 216], "1703": 24, "10722": 24, "kuchaiev": 24, "b": [24, 43, 61, 62, 63, 86, 87, 88, 89, 90, 96, 99, 109, 111, 150, 151, 153, 184, 185, 186, 192, 216], "ginsburg": 24, "trick": 24, "brief": [24, 49], "sub": 24, "evenli": 24, "fed": 24, "num_input": 24, "known": [24, 88], "divis": 24, "innermost": 24, "incompat": 24, "layernormlstmcel": 24, "srucel": 24, "sru": 24, "fast": 24, "cnn": [24, 87, 151, 185], "cf": 24, "1709": 24, "02755": 24, "variat": 24, "character": 24, "simplifi": 24, "consecut": 24, "tradition": 24, "multipli": 24, "matrix": 24, "w_hh": 24, "ensu": 24, "flavor": 24, "replac": [24, 64, 66, 67, 68, 69, 82, 83, 89, 92, 126, 159, 192, 196, 197], "multipl": [24, 42, 77, 102, 137, 170], "h_": 24, "pointwis": 24, "result": [24, 41, 43, 44, 47, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 111, 124, 126, 127, 131, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 193, 196, 197, 198, 208], "gain": 24, "boolean": [24, 41, 50, 66, 83, 113, 203, 213], "exist": [24, 41, 87, 99, 105, 133, 166, 204], "alreadi": [24, 41, 56, 57, 87, 99, 105, 133, 141, 151, 166, 175, 185], "error": [24, 87, 151, 185, 192, 193, 209], "string": [24, 67, 73, 74, 83, 88, 92, 106, 113, 115, 127, 140, 160, 174, 188, 192, 194, 196, 197, 201, 202], "mistak": 24, "keyword": [24, 42, 49, 50, 82, 107, 211], "argument": [24, 99], "weightnormlstmcel": 24, "norm": 24, "adapt": 24, "1602": 24, "07868": 24, "tim": 24, "saliman": 24, "diederik": 24, "p": [24, 43, 52, 54, 66, 112, 131, 164, 216], "kingma": 24, "reparameter": 24, "acceler": 24, "deep": [24, 43, 124, 140, 157, 174], "indrnncel": 24, "independ": 24, "indrnn": 24, "1803": 24, "04831": 24, "mean": [24, 43, 49, 64, 76, 77, 87, 91, 151, 185, 193, 196, 197], "act": [24, 140, 174], "w": 24, "indygrucel": 24, "kernel_initi": 24, "bias_initi": 24, "grucel": 24, "u_r": 24, "u_z": 24, "5": [24, 44, 51, 52, 54, 64, 66, 73, 76, 77, 83, 86, 87, 89, 92, 100, 126, 131, 136, 140, 151, 159, 164, 169, 174, 185, 192, 196, 197, 198, 199, 202], "respect": [24, 41], "diagon": 24, "hadamard": 24, "product": 24, "r_j": 24, "sigmaleft": 24, "mathbf": 24, "w_rmathbf": 24, "_j": 24, "u_rcirc": 24, "_jright": 24, "z_j": 24, "w_zmathbf": 24, "u_zcirc": 24, "tild": 24, "phileft": 24, "denot": 24, "indygru": 24, "node": [24, 96, 144, 178], "see": [24, 47, 61, 62, 63, 70, 74, 87, 89, 99, 100, 105, 106, 127, 136, 139, 140, 150, 151, 160, 169, 173, 174, 184, 185, 214], "its": [24, 66, 69, 71, 77, 83], "own": [24, 87, 140, 151, 174, 185, 200], "oppos": 24, "nunit": 24, "indylstmcel": 24, "indylstm": 24, "basiclstmcel": 24, "u_f": 24, "u_i": 24, "u_o": 24, "u_c": 24, "regular": [24, 41, 45, 47, 51, 66, 113, 126, 159, 188, 206], "f_t": 24, "sigma_gleft": 24, "w_f": 24, "x_t": 24, "b_fright": 24, "i_t": 24, "w_i": 24, "b_iright": 24, "o_t": 24, "w_o": 24, "b_oright": 24, "c_t": 24, "c_": 24, "sigma_cleft": 24, "b_cright": 24, "baselin": 24, "detail": [24, 41, 92, 99], "analysi": [24, 101, 140, 174], "1903": 24, "08023": 24, "ntmcontrollerst": 24, "ntmcell": 24, "control": [24, 41, 43, 47, 87, 92, 124, 157], "memory_s": 24, "memory_vector_dim": 24, "read_head_num": 24, "write_head_num": 24, "shift_rang": 24, "clip_valu": 24, "ture": 24, "machin": [24, 59], "1807": 24, "08518": 24, "mark": [24, 43, 45, 49, 67, 124, 157], "collier": 24, "joeran": 24, "beel": 24, "turn": [24, 196, 197], "snowkylin": 24, "ntm": 24, "cours": 24, "1410": 24, "5401": 24, "wayn": 24, "prev_stat": 24, "minimalrnncel": 24, "glorot_uniform": 24, "ones": [24, 66, 69, 71, 87, 96, 144, 151, 178, 185, 196], "minimalrnn": 24, "1806": 24, "05394v2": 24, "minmin": 24, "chen": 24, "jeffrei": 24, "pennington": 24, "samuel": 24, "schoenholz": 24, "isometri": 24, "field": [24, 48, 50, 64, 79, 83, 91, 107, 112, 208], "theori": 24, "signal": 24, "icml": 24, "2018": [24, 91, 154], "sum": 24, "cfncell": 24, "chao": 24, "openreview": 24, "net": [24, 45], "id": [24, 41, 48, 66, 67, 74, 94, 96, 105, 109, 111, 144, 146, 178, 180, 200, 202, 206, 208], "s1dizvclg": 24, "thoma": 24, "laurent": 24, "jame": 24, "von": 24, "brecht": 24, "cfn": 24, "goe": 24, "contract": [24, 196, 197], "map": [24, 52, 53, 54, 64, 66, 70, 77, 87, 89, 97, 99, 100, 105, 119, 126, 130, 131, 133, 148, 151, 159, 163, 164, 166, 181, 185, 192, 200, 202], "linear": [24, 61, 62, 63, 113, 139, 150, 173, 184], "decoupl": 24, "tf_graph_1x": [33, 202], "manipul": 41, "json": [41, 52, 54, 64, 66, 97, 130, 131, 148, 163, 164, 181, 188, 193, 196, 197, 202, 206, 208], "export": [41, 202, 206], "layout": 41, "annotationlab": 41, "interfac": [41, 105], "john": [41, 67, 69, 71, 155], "snow": [41, 155], "tool": 41, "multi": [41, 52, 61, 62, 63, 66, 80, 139, 140, 150, 173, 174, 184], "modal": 41, "team": 41, "collabor": 41, "ml": [41, 43, 45, 47, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 69, 74, 76, 77, 80, 83, 86, 87, 88, 89, 91, 92, 97, 99, 100, 106, 124, 126, 127, 131, 133, 136, 139, 140, 141, 148, 150, 151, 157, 159, 160, 164, 166, 169, 173, 174, 175, 181, 184, 185, 187, 214], "programmat": 41, "conll": [41, 87, 151, 185, 188, 192, 193, 196, 197, 202, 206], "excel": 41, "classif": [41, 80, 82, 139, 140, 141, 150, 155, 173, 174, 175, 184, 188], "preannot": 41, "upload": 41, "interact": [41, 192, 200], "up": [41, 140, 174, 197], "delet": 41, "edit": 41, "usag": [41, 87, 89, 92, 96, 140, 144, 151, 174, 178, 185], "tutori": 41, "set_credenti": 41, "usernam": [41, 200], "password": 41, "client_secret": 41, "annotationlab_url": 41, "credenti": [41, 155], "client": 41, "get_all_project": 41, "visibl": [41, 66, 126, 159], "rtype": [41, 206], "get_project_config": 41, "project_nam": 41, "create_project": 41, "project_descript": 41, "project_sampl": 41, "project_instruct": 41, "random": [41, 66, 67, 87, 94, 109, 111, 126, 140, 146, 151, 159, 174, 180, 185, 196, 197, 200, 208], "sequenti": [41, 83], "sampl": [41, 67, 94, 96, 109, 111, 144, 146, 178, 180, 188, 192, 196, 197, 205], "show": [41, 43, 44, 47, 49, 50, 51, 52, 54, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 83, 86, 90, 91, 92, 96, 97, 99, 100, 101, 102, 106, 111, 124, 126, 127, 131, 136, 139, 140, 144, 146, 148, 150, 153, 157, 159, 160, 164, 169, 173, 174, 178, 180, 181, 184, 186, 194, 199, 202, 214], "guidelin": 41, "delete_project": 41, "confirm": 41, "set_project_config": 41, "classification_label": 41, "ner_label": [41, 86, 202], "assertion_label": [41, 202, 206], "relations_label": 41, "By": [41, 49, 77, 87, 101, 151, 185], "multiclass": [41, 80], "upload_task": 41, "task_list": 41, "title_list": 41, "id_offset": 41, "custom": [41, 43, 45, 64, 66, 99, 100, 105, 126, 156, 159, 194, 196, 208], "titl": [41, 196, 197, 206], "increment": 41, "offset": [41, 43], "delete_task": 41, "task_id": [41, 202], "get_annot": 41, "output_nam": 41, "save_dir": [41, 214], "write": [41, 112, 192, 214], "get_conll_data": 41, "input_json_path": [41, 206], "exported_conl": 41, "ground_truth": [41, 105, 206], "excluded_label": [41, 202, 206], "excluded_task_id": [41, 206], "excluded_task_titl": [41, 206], "regex_pattern": [41, 196, 206], "io": [41, 196, 197, 214], "select": [41, 43, 44, 47, 49, 50, 52, 54, 61, 62, 63, 66, 67, 69, 70, 77, 83, 90, 96, 97, 99, 100, 105, 111, 124, 126, 131, 136, 139, 144, 146, 148, 150, 153, 157, 159, 164, 169, 173, 178, 180, 181, 184, 186, 200, 206], "ground": [41, 105, 193, 206], "truth": [41, 105, 193, 206], "complet": [41, 206], "latest": [41, 206], "exclud": [41, 45, 87, 151, 185, 202, 206], "irrelev": [41, 206], "regex": [41, 42, 47, 48, 50, 51, 64, 66, 83, 88, 107, 126, 159, 196, 206], "get_assertion_data": 41, "relevant_ner_label": 41, "unannotated_label": 41, "unannotated_label_strategi": 41, "unannotated_label_strategy_dict": 41, "included_task_id": 41, "seed": [41, 66, 67, 69, 87, 94, 109, 111, 126, 140, 146, 151, 159, 174, 180, 185, 200, 208], "panda": [41, 67, 192, 193, 197, 206], "relev": [41, 49, 202], "assign": [41, 196, 197, 198], "strategi": [41, 83, 192], "occurr": [41, 87, 105, 151, 185], "unannot": 41, "count": [41, 87, 188, 196, 197], "fraction": 41, "absolut": 41, "dictionari": [41, 45, 50, 52, 54, 64, 66, 77, 83, 89, 90, 97, 99, 100, 102, 107, 130, 131, 137, 148, 153, 163, 164, 170, 181, 186, 188, 192, 196, 197, 198, 208], "entity_label": [41, 66, 126, 159, 208], "sample_weight_or_count": 41, "max": [41, 43, 45, 57, 61, 62, 63, 109, 111, 124, 139, 141, 150, 157, 173, 175, 184, 194], "get_relation_extraction_data": 41, "negative_rel": 41, "relation_pair": 41, "negative_relation_strategi": 41, "negative_relation_strategy_dict": 41, "were": [41, 53, 87, 151, 185, 206], "discard": [41, 90, 153, 186], "rest": [41, 47, 51, 83, 89, 193], "plausibl": 41, "possibl": [41, 42, 43, 47, 49, 50, 51, 53, 57, 64, 77, 80, 83, 89, 92, 99, 101, 107, 112, 113, 124, 141, 157, 175, 196, 197], "neg": [41, 43, 96, 144, 178], "entity1": [41, 99, 100, 136, 169], "entity2": [41, 99, 100, 136, 169], "get_classification_data": 41, "generate_preannot": 41, "all_result": 41, "document_column": 41, "ner_column": 41, "assertion_column": 41, "relations_column": 41, "user_nam": 41, "titles_list": 41, "light_pipelin": 41, "fullannot": [41, 42, 71, 197], "full_pipelin": 41, "df": [41, 91, 123, 187, 197, 200, 201, 202], "collect": [41, 79, 87, 151, 185], "documentassembl": [41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 88, 89, 91, 92, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 139, 140, 146, 148, 150, 151, 157, 159, 160, 164, 166, 169, 173, 174, 180, 181, 184, 185, 206], "older": 41, "offeset": 41, "overrit": 41, "upload_preannot": 41, "get_iaa_metr": 41, "conll_dir": 41, "annotator_nam": 41, "set_ref_annot": 41, "return_nerdlmetr": 41, "results_token_bas": 41, "iaa": 41, "metric": [41, 43, 87, 188, 196, 197, 198, 203, 213, 216], "present": [41, 43, 47, 83, 86, 89, 105, 124, 133, 157, 166], "comparison": [41, 76, 197], "made": [41, 83], "full": [41, 92, 96, 144, 178], "partial": 41, "nerdlmetr": [41, 123], "report": [41, 193, 196, 197, 205], "review_annot": 41, "conll_path": [41, 192, 193, 196, 197], "ner_model_path": [41, 87, 151, 185], "review": 41, "compar": [41, 49, 188, 197], "conn_path": 41, "chunk_based_comparison_df": 41, "cuhunk": 41, "token_based_comparision_df": 41, "chunk_frequency_df": 41, "metrics_result": 41, "annotationmerg": 42, "classnam": [42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 109, 110, 111, 115, 117, 118, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186], "java_model": [42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 109, 110, 111, 115, 118, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186], "merg": [42, 56, 57, 82, 86, 104, 141, 155, 175], "inputtyp": [42, 50, 107], "wordpiec": [42, 50, 107], "sentence_embed": [42, 50, 73, 76, 77, 105, 107, 133, 140, 166, 174], "categori": [42, 50, 56, 57, 58, 59, 61, 63, 80, 99, 100, 102, 107, 136, 137, 139, 140, 141, 156, 169, 170, 173, 174, 175], "sentiment": [42, 50, 107, 140, 174], "named_ent": [42, 50, 62, 86, 87, 88, 89, 90, 107, 150, 151, 153, 184, 185, 186, 202], "labeled_depend": [42, 50, 52, 54, 97, 107, 130, 131, 148, 163, 164, 181], "languag": [42, 43, 45, 49, 50, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 74, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 106, 107, 110, 111, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199, 202, 208], "empty_data": [42, 67, 71, 105], "createdatafram": [42, 43, 48, 49, 51, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 89, 90, 91, 92, 96, 99, 100, 102, 105, 106, 107, 111, 124, 126, 127, 136, 139, 140, 144, 146, 150, 151, 153, 157, 159, 160, 169, 173, 174, 178, 180, 184, 185, 186], "todf": [42, 43, 48, 49, 51, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 89, 90, 91, 92, 96, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 136, 139, 140, 144, 146, 150, 151, 153, 157, 159, 160, 169, 173, 174, 178, 180, 184, 185, 186], "document1": 42, "document2": [42, 67], "setinputtyp": [42, 107], "all_doc": 42, "pipelinemodel": [42, 56, 57, 87, 140, 151, 174, 185, 187, 188, 196, 197, 208, 214], "setstag": [42, 44, 49, 50, 52, 54, 56, 57, 61, 62, 63, 67, 74, 76, 77, 79, 80, 87, 90, 97, 102, 106, 107, 127, 131, 139, 140, 141, 148, 150, 151, 153, 160, 164, 173, 174, 175, 181, 184, 185, 186], "lp": 42, "lightpipelin": [42, 71, 197, 206], "doc": [42, 105, 133, 166, 188, 192], "replic": 42, "23": [42, 48, 154], "inputannotatortyp": [42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 111, 115, 117, 118, 131, 164], "outputannotatortyp": [42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 111, 115, 117, 118, 131, 164], "skiplpinputcolsvalid": [42, 52, 79, 107, 117, 118], "filter": [42, 47, 50, 51, 53, 89, 94, 101, 107, 109, 193, 196, 197, 199, 202], "algorithm": [43, 45, 49, 56, 57, 124, 141, 157, 175, 196], "absent": [43, 47, 124, 157], "hypothet": [43, 47, 124, 157], "condit": [43, 87, 124, 151, 157, 185], "associated_with_other_person": [43, 124, 157], "etc": [43, 77, 105, 124, 133, 157, 166], "pretrain": [43, 45, 49, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 67, 69, 71, 73, 76, 77, 80, 83, 86, 87, 88, 89, 90, 96, 97, 99, 100, 101, 102, 105, 107, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 204, 208], "assertiondlmodel": [43, 47, 124, 157], "startcol": [43, 45, 74, 106, 124, 127, 157, 160], "endcol": [43, 45, 124, 157], "batchsiz": [43, 61, 63, 80, 87, 100, 124, 136, 139, 140, 150, 151, 157, 169, 173, 174, 184, 185], "optim": [43, 80, 87, 124, 151, 157, 185, 196], "learningr": [43, 80, 124, 157], "rate": [43, 80, 87, 124, 140, 151, 157, 174, 185, 202], "maxsentlen": [43, 124, 157], "graphfold": [43, 87, 113, 124, 151, 157, 185], "extern": [43, 83, 87, 89, 113, 124, 151, 157, 185], "hdf": [43, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185, 204], "dbf": [43, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185], "cloud": [43, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185], "storag": [43, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185], "s3": [43, 73, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185, 199], "graphfil": [43, 87, 113, 124, 151, 157, 185], "happen": [43, 87, 124, 151, 157, 185], "configprotobyt": [43, 61, 62, 63, 87, 96, 109, 111, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "configproto": [43, 61, 62, 63, 87, 96, 109, 111, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "serial": [43, 61, 62, 63, 87, 96, 109, 111, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "byte": [43, 61, 62, 63, 87, 96, 109, 111, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "config_proto": [43, 124, 157], "serializetostr": [43, 124, 157], "validationsplit": [43, 80, 87, 124, 140, 151, 157, 174, 185], "proport": [43, 87, 124, 140, 151, 157, 174, 185, 196, 197, 198], "against": [43, 49, 87, 124, 140, 151, 157, 174, 185, 188, 197], "testdataset": [43, 87, 124, 151, 157, 185], "statist": [43, 87, 124, 151, 157, 185], "dure": [43, 66, 69, 73, 87, 100, 124, 140, 151, 157, 174, 185, 197, 198, 200], "includeconfid": [43, 87, 124, 151, 157, 185], "confid": [43, 47, 51, 52, 54, 58, 59, 80, 83, 87, 89, 90, 97, 102, 105, 124, 130, 131, 137, 148, 151, 153, 157, 163, 164, 170, 181, 185, 186, 193], "metadata": [43, 44, 48, 49, 50, 64, 66, 73, 77, 83, 86, 87, 90, 91, 99, 100, 101, 102, 107, 112, 124, 136, 151, 153, 157, 169, 185, 186], "enableoutputlog": [43, 87, 124, 140, 151, 157, 174, 185], "outputlogspath": [43, 80, 87, 124, 140, 151, 157, 174, 185], "won": [43, 80, 87, 99, 124, 140, 151, 157, 174, 185], "level": [43, 47, 49, 51, 64, 87, 124, 140, 151, 157, 174, 185, 202], "scopewindow": [43, 124, 157], "window": [43, 82, 87, 124, 151, 155, 157, 185], "express": [43, 47, 51, 66, 124, 126, 157, 159], "document_assembl": [43, 44, 45, 48, 56, 57, 88, 90, 91, 96, 111, 124, 141, 144, 146, 153, 157, 175, 178, 180, 186, 206], "doc2chunk": [43, 67, 74, 91, 106, 127, 160], "setchunkcol": [43, 45, 74, 88, 106, 124, 127, 157, 160], "setstartcolbytokenindex": [43, 74], "setfailonmiss": [43, 74], "setlowercas": [43, 52, 74, 92], "wordembeddingsmodel": [43, 45, 49, 52, 54, 66, 67, 69, 71, 73, 76, 77, 83, 86, 87, 88, 89, 97, 99, 100, 101, 102, 124, 126, 131, 136, 148, 151, 157, 159, 164, 169, 181, 185], "embeddings_clin": [43, 45, 49, 52, 54, 66, 67, 69, 71, 77, 83, 86, 88, 89, 97, 99, 100, 101, 102, 124, 126, 131, 136, 148, 157, 159, 164, 169, 181], "en": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 67, 69, 71, 73, 76, 77, 80, 83, 86, 87, 88, 89, 90, 96, 97, 99, 100, 101, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 208], "setcasesensit": [43, 45, 47, 56, 57, 61, 62, 63, 64, 88, 100, 105, 107, 124, 133, 139, 141, 150, 157, 166, 173, 175, 184], "012": [43, 124, 157], "015": [43, 124, 157], "setscopewindow": [43, 124, 157], "assertionpipelin": [43, 45, 47, 124, 133, 157, 166], "srt": [43, 113], "setgraphfil": [43, 87, 113], "setconfigprotobyt": [43, 61, 62, 63, 87, 96, 109, 111], "conf": [43, 87], "contai": 43, "colnam": 43, "start_col": 43, "end_col": [43, 99], "float": [43, 49, 56, 57, 66, 73, 76, 77, 79, 80, 83, 87, 89, 90, 99, 100, 105, 140, 174, 192, 193, 196, 197, 198, 203, 213], "maximum": [43, 56, 57, 87, 94, 96, 100, 101, 105, 109, 111, 113, 140, 141, 144, 146, 151, 174, 175, 178, 180, 185], "settestdataset": 43, "read_a": [43, 51, 64, 66, 83, 89], "reada": [43, 51, 64, 66, 83, 89], "waht": 43, "left": [43, 99, 100, 101, 136, 169], "right": [43, 49, 76, 99, 100, 101, 136, 169], "dl": 43, "approach": [43, 49, 52, 54, 97, 117, 124, 130, 131, 148, 157, 163, 164, 181], "targetnerlabel": [43, 45, 124, 157], "common": [43, 47, 51, 52, 54, 56, 57, 64, 66, 69, 74, 76, 77, 79, 80, 83, 86, 87, 89, 91, 97, 99, 100, 105, 106, 124, 126, 127, 131, 133, 136, 141, 148, 151, 155, 157, 159, 160, 164, 166, 169, 175, 181, 185], "fever": [43, 47, 124, 157], "sore": [43, 47, 124, 157], "throat": [43, 47, 124, 157], "stomach": [43, 47, 51, 124, 157], "pain": [43, 47, 51, 105, 124, 157], "she": [43, 124, 157, 202], "maintain": [43, 124, 157], "epidur": [43, 47, 124, 157], "pca": [43, 47, 124, 157], "sentencedetector": [43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 64, 66, 69, 73, 76, 77, 83, 86, 87, 88, 89, 90, 97, 101, 102, 105, 107, 124, 126, 131, 133, 140, 148, 151, 157, 159, 164, 166, 174, 181, 185], "medicalnermodel": [43, 49, 52, 54, 66, 67, 69, 71, 77, 83, 86, 87, 88, 89, 97, 99, 100, 101, 102, 124, 126, 131, 136, 148, 151, 157, 159, 164, 169, 181, 185], "ner_clin": [43, 87, 101, 102, 124, 151, 157, 185], "nerconvert": [43, 47, 49, 66, 67, 69, 73, 76, 83, 86, 89, 99, 100, 101, 102, 124, 126, 136, 157, 159, 169], "ner_chunk": [43, 47, 49, 52, 54, 66, 67, 69, 71, 73, 76, 77, 82, 85, 86, 89, 97, 99, 100, 101, 102, 124, 126, 131, 136, 148, 157, 159, 164, 169, 181, 196, 197, 208, 214], "clinicalassert": [43, 47, 124, 157], "selectexpr": [43, 44, 47, 49, 51, 52, 54, 64, 70, 73, 74, 76, 77, 83, 86, 90, 91, 92, 99, 100, 101, 102, 106, 124, 127, 131, 136, 140, 153, 157, 160, 164, 169, 174, 186], "truncat": [43, 44, 47, 49, 51, 52, 54, 61, 62, 63, 64, 66, 67, 69, 70, 74, 76, 77, 90, 92, 96, 97, 99, 100, 101, 102, 106, 111, 124, 126, 127, 131, 136, 139, 140, 144, 146, 148, 150, 153, 157, 159, 160, 164, 169, 173, 174, 178, 180, 181, 184, 186], "bytearrai": 43, "lang": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199], "remote_loc": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199], "download": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199, 204, 205], "load": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 97, 100, 102, 105, 110, 111, 126, 130, 131, 136, 137, 139, 140, 144, 145, 146, 148, 150, 151, 153, 159, 163, 164, 169, 170, 173, 174, 178, 179, 180, 181, 184, 185, 186, 188, 199, 202], "remot": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199], "resourc": [43, 45, 48, 49, 50, 56, 57, 58, 59, 66, 69, 73, 76, 77, 79, 80, 83, 87, 89, 96, 105, 107, 110, 111, 140, 144, 145, 146, 151, 174, 178, 179, 180, 185, 199], "Will": [43, 45, 49, 56, 57, 58, 59, 66, 69, 73, 76, 77, 80, 83, 96, 105, 110, 111, 144, 145, 146, 178, 179, 180, 185], "repositori": [43, 45, 49, 56, 57, 58, 59, 66, 69, 73, 76, 77, 80, 83, 96, 105, 110, 111, 144, 145, 146, 178, 179, 180, 185], "assertionchunkconvert": 44, "some": [44, 66, 69, 77, 87, 126, 151, 159, 185], "issu": [44, 88, 192, 193], "indic": [44, 49, 80, 83, 96], "robust": [44, 155, 190], "wai": [44, 49], "reliabl": 44, "chunktextcol": 44, "chunkbegincol": 44, "chunkendcol": 44, "outputtokenbegincol": 44, "outputtokenendcol": 44, "convert": [44, 48, 74, 89, 92, 106, 107, 127, 160, 192, 196, 197, 201], "setchunktextcol": 44, "setchunkbegincol": 44, "char_begin": 44, "setchunkendcol": 44, "char_end": 44, "setoutputtokenbegincol": 44, "token_begin": 44, "setoutputtokenendcol": 44, "token_end": 44, "minni": 44, "57": 44, "63": [44, 83, 86, 89], "62": [44, 69, 71], "pcp": [44, 66, 70, 126, 159], "31": [44, 48, 101, 202], "34": [44, 202], "33": 44, "inputcol": [44, 61, 63, 79, 113, 122, 140, 174], "outputcol": [44, 79, 122, 214], "col": [44, 48, 51, 64, 70, 73, 99, 105, 133, 166], "setparam": [44, 67, 74, 79, 106, 118], "assertionlogregapproach": 45, "regress": [45, 56, 57, 58, 61, 63, 139, 141, 173, 175], "done": [45, 87, 140, 151, 174, 185, 197], "assertionlogregmodel": [45, 124, 157], "maxit": [45, 56, 57, 141, 175], "regparam": 45, "enetparam": 45, "elast": 45, "beforeparam": 45, "context": [45, 49, 76, 82, 96, 111, 144, 146, 155, 178, 180, 196, 197], "afterparam": 45, "externalfeatur": 45, "nercol": 45, "sentence_detector": [45, 48, 52, 54, 77, 88, 90, 97, 124, 131, 148, 153, 157, 164, 181, 186, 206], "chunker": [45, 82, 88, 124, 155, 157], "Then": [45, 73, 87, 99, 105, 140, 151, 174, 185], "setreg": 45, "setbefor": 45, "setaft": 45, "13": [45, 66, 70, 91, 92, 126, 159, 202], "labelcol": [45, 56, 57, 105, 133, 141, 166, 175], "setmaxit": [45, 56, 57], "lamda": 45, "setenet": 45, "enet": 45, "setnercol": 45, "settargetnerlabel": 45, "logreg": [45, 56, 57, 141, 175], "logarithm": [45, 56, 57, 141, 175], "obtain": [45, 49, 71, 102, 124, 137, 151, 157, 170, 185, 198], "assertionpretrain": 45, "assertiondl": [46, 82, 125, 129, 158, 162], "assertion_chunk_convert": [46, 82], "assertion_dl_reg": [46, 82], "assertionfilter": 47, "come": [47, 49, 51, 83, 105, 133, 166], "criteria": [47, 51, 53, 83], "isin": [47, 51, 83], "whitelist": [47, 51, 83, 89], "ignor": [47, 51, 61, 63, 66, 83, 89, 94, 96, 105, 109, 111, 126, 139, 144, 146, 150, 159, 173, 178, 180, 184, 196], "what": [47, 51, 83, 90, 92, 99, 105, 153, 186], "entitiesconfid": [47, 51, 83], "setcriteria": [47, 51, 83], "setwhitelist": [47, 51, 73, 83, 89], "chunksfilt": 47, "casesensit": [47, 61, 63, 64, 139, 150, 173, 184], "definit": [47, 90, 102, 137, 153, 170, 186], "setregex": [47, 51, 83], "llist": 47, "dash": [47, 51, 99, 101], "chunkconvert": 48, "regexmatch": [48, 50, 64, 107], "test_data": [48, 107, 197, 202], "my": [48, 90, 140, 153, 174, 186], "rule": [48, 64, 87, 188], "ceremoni": 48, "regex_match": 48, "setexternalrul": [48, 50, 107], "src": [48, 50, 87, 107, 140, 151, 174, 185], "matcher": [48, 107], "txt": [48, 50, 66, 69, 71, 107, 126, 159, 196, 197], "delimit": [48, 83, 89], "outdf": 48, "71": 48, "80": [48, 208], "chunkkeyphraseextract": 49, "kei": [49, 50, 52, 90, 97, 102, 107, 112, 137, 153, 155, 170, 186, 188, 192, 193, 198, 200, 216], "phrase": [49, 88, 96, 144, 178], "bertsentenceembed": [49, 76, 77, 105, 107, 133, 166], "cosin": [49, 105, 133, 166], "represent": [49, 64, 76, 77, 89], "maxim": [49, 77, 99], "margin": [49, 194], "mmr": 49, "setdiverg": 49, "selectmostdiffer": 49, "other": [49, 52, 54, 61, 62, 63, 67, 69, 77, 83, 87, 90, 99, 100, 101, 102, 105, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 156, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 186, 196, 197, 200], "too": [49, 87, 151, 185], "broader": 49, "thei": [49, 59, 77, 87, 151, 185, 200], "belong": 49, "understand": 49, "variou": [49, 96, 144, 178], "ngramgener": 49, "rank": 49, "gram": 49, "yakekeywordextractor": 49, "yake": 49, "textmatch": 49, "desir": [49, 83, 101, 196], "latter": 49, "topn": [49, 73], "out": [49, 87, 92, 94, 105, 109, 140, 151, 174, 185], "conjunct": 49, "diverg": 49, "aim": [49, 96, 144, 178], "goal": 49, "within": [49, 74, 77, 106, 127, 160], "interv": 49, "higher": [49, 193], "enforc": 49, "ensur": 49, "sole": 49, "constraint": [49, 202], "documentlevelprocess": 49, "row": [49, 50, 202], "rather": [49, 87, 96, 144, 178], "particular": [49, 77, 102, 105, 133, 137, 166, 170], "concatenatesent": 49, "averag": [49, 61, 63, 75, 76, 77], "droppunctu": 49, "punctuat": [49, 92, 196, 197], "ner_tagg": [49, 102], "ner_jsl_slim": 49, "ner_tag": [49, 99, 100, 101, 102, 136, 169], "ner_convert": [49, 52, 54, 67, 73, 77, 89, 97, 102, 131, 148, 164, 181], "key_phrase_extractor": 49, "settopn": 49, "setdocumentlevelprocess": 49, "ner_chunk_key_phras": 49, "her": [49, 76, 90, 153, 186], "becom": [49, 76], "last": [49, 76, 87, 96, 105, 151, 185, 197], "year": [49, 66, 70, 76, 83, 86, 89, 91, 126, 154, 159], "he": [49, 69, 76], "complain": [49, 76], "swell": [49, 76], "hi": [49, 76, 90, 153, 186], "forearm": [49, 76], "explod": [49, 51, 52, 54, 64, 70, 73, 76, 77, 83, 86, 90, 92, 99, 100, 101, 102, 131, 136, 140, 153, 164, 169, 174, 186, 188], "AS": [49, 52, 54, 76, 77, 90, 131, 153, 164, 186], "key_phras": 49, "documentsimilar": 49, "mmrscore": 49, "gestat": 49, "mellitu": 49, "28": [49, 202], "old": [49, 66, 70, 83, 86, 87, 89, 99, 100, 126, 151, 159, 185], "7391447825527298": 49, "4366776288430703": 49, "7323921930094919": 49, "44348688715422274": 49, "13577881610104517": 49, "085800103824974": 49, "setselectmostdiffer": 49, "highest": [49, 80, 83, 94, 96, 109, 111, 144, 146, 178, 180], "setconcatenatesent": 49, "them": [49, 61, 62, 63, 76, 77, 80, 87, 100, 101, 105, 139, 150, 151, 173, 184, 185], "setdroppunctu": 49, "sbert_jsl_medium_uncas": 49, "chunksentencesplitt": 50, "documento": 50, "header": [50, 79, 140, 174, 194, 202], "title_regex": 50, "paragraph": 50, "groupbysent": 50, "insertchunk": 50, "defaultent": 50, "setgroupbysent": 50, "assum": [50, 77, 198], "detector": [50, 196, 197, 206], "setinsertchunk": 50, "insert": 50, "setdefaultent": 50, "chunkfiltererapproach": 51, "chunkfiltererapproachmodel": 51, "blacklist": [51, 66, 83, 89, 126, 159], "filtervalu": [51, 83], "attribut": [51, 71], "confidencethreshold": [51, 214], "past": 51, "histori": 51, "gastroenter": 51, "docassembl": 51, "postagg": [51, 99, 100, 136, 169], "perceptronmodel": [51, 77, 99, 100, 101, 102, 136, 169, 206], "setregexpars": [51, 88], "chunkerfilt": 51, "chunksfilterapproach": 51, "entitiesconfidenceresourc": [51, 83], "setblacklist": [51, 66, 83, 89], "creteria": 51, "setfilterent": 51, "filter_bi": 51, "filterent": 51, "setentitiesconfidenceresourc": [51, 83], "binari": [51, 89, 102, 105, 137, 170], "chunkfilter": 51, "17": [51, 83, 86, 202], "22": [51, 52, 54, 91, 97, 130, 131, 148, 154, 163, 164, 181, 202], "36": 51, "42": [51, 202], "53": 51, "81": [51, 101, 202], "110": [51, 83, 86], "now": 51, "care": [51, 101], "118": 51, "132": 51, "black": [51, 89, 194, 214, 215], "chunkmapperfuzzymatchingparam": 52, "enabletokenfingerprintmatch": 52, "enablecharfingerprintmatch": 52, "enablefuzzymatch": 52, "maxtokenngramfingerprint": 52, "mintokenngramfingerprint": 52, "maxtokenngramdroppingtoken": 52, "maxtokenngramdroppingcharsratio": 52, "maxtokenngramdroppingoper": 52, "maxcharngramfingerprint": 52, "mincharngramfingerprint": 52, "fuzzymatchingdist": 52, "fuzzymatchingdistancethreshold": 52, "fuzzydistancescalingmod": 52, "setenabletokenfingerprintmatch": 52, "etfm": [52, 119], "setenablecharfingerprintmatch": 52, "ecfm": 52, "setenablefuzzymatch": 52, "efm": 52, "setmaxtokenngramfingerprint": 52, "mxtnf": 52, "setmintokenngramfingerprint": 52, "mntnf": 52, "setmaxtokenngramdroppingtoken": 52, "etd": 52, "setmaxtokenngramdroppingcharsratio": 52, "setmaxtokenngramdroppingoper": 52, "setmaxcharngramfingerprint": 52, "setmincharngramfingerprint": 52, "setfuzzymatchingdist": 52, "fmd": 52, "setfuzzymatchingdistancethreshold": 52, "fmdth": 52, "setfuzzydistancescalingmod": 52, "fdsm": 52, "commonchunkmapperparam": 52, "allowmultitokenchunk": 52, "multivaluesrel": 52, "lowercas": [52, 54, 74, 92, 97, 106, 127, 130, 131, 148, 160, 163, 164, 181, 196, 197], "setallowmultitokenchunk": 52, "mc": 52, "skip": [52, 66], "multitoken": 52, "decid": [52, 54, 97, 130, 131, 148, 163, 164, 181], "send": 52, "setmultivaluesrel": 52, "setrel": [52, 54, 97, 131, 148, 164, 181], "lc": [52, 97], "chunkmapperapproach": [52, 97, 130, 148, 163, 181], "mapper": [52, 54, 97, 130, 131, 148, 163, 164, 181], "jsondictionari": [52, 54, 97, 130, 131, 148, 163, 164, 181], "chunkmappermodel": [52, 97, 130, 148, 163, 181], "label_depend": [52, 53, 54, 97, 104, 130, 131, 148, 163, 164, 181], "mappinmg": [52, 54, 97, 130, 131, 148, 163, 164, 181], "go": [52, 54, 97, 130, 131, 148, 163, 164, 181, 193], "ner_posology_larg": [52, 54, 77, 97, 131, 148, 164, 181], "nerconverterintern": [52, 54, 71, 77, 89, 97, 131, 148, 164, 181, 202], "chunkermapperapproach": [52, 54, 97, 131, 148, 164, 181], "setdictionari": [52, 54, 64, 97, 131, 148, 164, 181], "home": [52, 54, 97, 131, 148, 164, 181], "mappings2": [52, 54, 97, 131, 148, 164, 181], "action": [52, 54, 97, 130, 131, 148, 163, 164, 181], "sampledata": [52, 54, 77, 97, 131, 148, 164, 181], "warfarina": [52, 54, 97, 130, 131, 148, 163, 164, 181], "lusa": [52, 54, 97, 130, 131, 148, 163, 164, 181], "amlodipin": [52, 54, 97, 130, 131, 148, 163, 164, 181], "mg": [52, 54, 77, 97, 130, 131, 148, 163, 164, 181], "35": [52, 54, 97, 101, 130, 131, 148, 163, 164, 181], "analges": [52, 54, 97, 130, 131, 148, 163, 164, 181], "56995": [52, 54, 97, 130, 131, 148, 163, 164, 181], "all_rel": [52, 54, 97, 130, 131, 148, 163, 164, 181], "antipyret": [52, 54, 97, 130, 131, 148, 163, 164, 181], "41": [52, 54, 97, 101, 130, 131, 148, 163, 164, 181], "9989": [52, 54, 97, 130, 131, 148, 163, 164, 181], "55": [52, 54, 97, 130, 131, 148, 163, 164, 181], "56": [52, 54, 97, 130, 131, 148, 163, 164, 181], "9123": [52, 54, 97, 130, 131, 148, 163, 164, 181], "bow": [52, 54, 73, 131, 164], "drug_chunk_embed": [52, 54, 77, 131, 164], "drug_chunk": [52, 54, 77, 131, 164], "drug_embed": [52, 54, 77, 131, 164], "cach": [52, 54, 77, 79, 83, 96, 110, 111, 131, 133, 144, 145, 164, 166, 178, 179, 204], "open": [52, 54, 61, 62, 63, 74, 87, 89, 90, 99, 100, 102, 106, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 184, 186], "chunkmapperfilter": 53, "chunkmapp": [53, 55, 82, 129, 132, 162, 165], "successfulli": 53, "returncriteria": 53, "success": 53, "fail": [53, 74, 79, 106, 127, 160], "chunkmapperfilterermodel": 53, "setreturncriteria": 53, "return_criteria": 53, "itself": [53, 83], "docmapperapproach": [54, 131, 164], "docmappermodel": [54, 131, 164], "assertion_filter": [55, 82], "chunk_convert": [55, 82], "chunk_key_phrase_extract": [55, 82], "chunk_sentence_splitt": [55, 82], "chunker_filter": [55, 82], "chunkmapper_filter": [55, 82], "docmapp": [55, 82, 129, 132, 162, 165], "documentlogregclassifierapproach": 56, "classifi": [56, 57, 80, 99, 100, 136, 140, 141, 169, 174, 175, 188], "tol": [56, 57, 141, 175], "converg": [56, 57, 141, 175], "toler": [56, 57, 141, 175], "fitintercept": [56, 57, 141, 175], "intercept": [56, 57, 141, 175], "vectorizationmodelpath": [56, 57, 141, 175], "been": [56, 57, 66, 141, 175], "classificationmodelpath": [56, 57, 141, 175], "could": [56, 57, 64, 73, 140, 141, 174, 175], "like": [56, 57, 64, 66, 126, 140, 141, 159, 174, 175], "stopwords_clean": [56, 57, 141, 175], "stopwordsclean": [56, 57, 141, 175], "cleantoken": [56, 57, 141, 175], "stemmer": [56, 57, 141, 175], "stem": [56, 57, 99, 100, 101, 136, 141, 169, 175], "clf_model": [56, 57, 80, 141, 175], "settol": [56, 57], "dist": [56, 57, 105], "setfitintercept": [56, 57], "setvectorizationmodelpath": [56, 57], "setclassificationmodelpath": [56, 57], "setlabel": [56, 57], "documentlogregclassifiermodel": 56, "mergechunk": [56, 57, 141, 175], "vectorizationmodel": [56, 57, 141, 175], "classificationmodel": [56, 57, 141, 175], "setmergechunk": [56, 57], "setvectorizationmodel": [56, 57], "setclassificationmodel": [56, 57], "documentmlclassifierparam": 57, "mintokenngram": [57, 141, 175], "maxtokenngram": [57, 141, 175], "documentmlclassifierapproach": [57, 141, 175], "classificationmodelclass": [57, 141, 175], "sparkml": [57, 141, 175], "svm": [57, 59, 141, 175], "ngram": [57, 141, 175], "min": [57, 141, 175, 194], "setclassificationmodelclass": 57, "setmintokenngram": 57, "minimum": [57, 66, 87, 126, 151, 159, 185, 192], "setmaxtokenngram": 57, "documentmlclassifiermodel": 57, "genericlogregclassifierapproach": 58, "genericlogregclassifi": 58, "multinomi": 58, "logist": [58, 59], "featurevector": [58, 59], "vari": [58, 59], "genericlogregclassifiermodel": 58, "genericsvmclassifierapproach": 59, "svmclassifi": 59, "standard": [59, 92, 112], "genericsvmclassifiermodel": 59, "document_log_classifi": [60, 82], "document_ml_classifi": [60, 82], "generic_log_reg_classifi": [60, 82], "generic_svm_classifi": [60, 82], "medical_bert_for_sequence_classif": [60, 82], "medical_bert_for_token_classifi": [60, 82], "medical_distilbert_for_sequence_classif": [60, 82], "medicalbertforsequenceclassif": [61, 63], "medicalbertfortokenclassifi": [61, 62], "head": [61, 62, 63, 87, 139, 150, 151, 173, 184, 185], "pool": [61, 63, 139, 173], "companion": [61, 62, 63, 87, 123, 139, 140, 150, 151, 173, 174, 184, 185, 202], "huggingfac": [61, 62, 63, 139, 150, 173, 184], "maxsentencelength": [61, 62, 63, 139, 150, 173, 184], "tokenclassifi": [61, 62, 139, 150, 173, 184], "felt": [61, 63, 139, 173], "drowsi": [61, 63, 139, 173], "had": [61, 63, 73, 139, 173], "blur": [61, 63, 139, 173], "vision": [61, 63, 139, 173], "aspirin": [61, 63, 92, 139, 173], "coalescesent": [61, 63], "setmaxsentencelength": [61, 62, 63, 107], "getclass": [61, 62, 63, 90, 99, 100, 102], "setcoalescesent": [61, 63], "probabl": [61, 63, 94, 96, 109, 111, 144, 146, 178, 180, 193], "due": [61, 63], "limit": [61, 63, 66, 73, 99], "almost": [61, 63], "512": [61, 63], "help": [61, 63, 66, 105, 126, 159, 200], "loadsavedmodel": [61, 62, 63, 87, 96, 100, 102, 110, 111, 136, 137, 139, 144, 145, 146, 150, 151, 169, 170, 173, 178, 179, 180, 184, 185], "spark_sess": [61, 62, 63, 87, 96, 100, 102, 110, 111, 136, 137, 139, 144, 145, 146, 150, 151, 169, 170, 173, 178, 179, 180, 184, 185], "loadsavedmodelopensourc": [61, 62, 63, 139, 150, 173, 184], "bertfortokenclassifierpath": [61, 62, 63, 139, 150, 173, 184], "tfmodelpath": [61, 62, 63, 139, 150, 173, 184], "bertfortokenclassifi": [61, 62, 63, 139, 150, 173, 184], "taht": [61, 62, 63, 139, 150, 173, 184], "bert_sequence_classifier_ad": [61, 139, 173], "bert_token_classifier_ner_bionlp": [62, 150, 184], "erba": [62, 150, 184], "ir": [62, 150, 184], "myb": [62, 150, 184], "viru": [62, 150, 184], "erythroid": [62, 150, 184], "infect": [62, 150, 184], "bone": [62, 150, 184], "marrow": [62, 150, 184], "blastoderm": [62, 150, 184], "cultur": [62, 150, 184], "tissue_structur": [62, 150, 184], "medicaldistilbertforsequenceclassif": 63, "distilbert": 63, "sequenceclassifi": 63, "distilbertforsequenceclassif": 63, "destilbertfortokenclassifierpath": 63, "distilbert_sequence_classifier_ad": 63, "contextualparserapproach": 64, "setjsonpath": 64, "along": 64, "addition": [64, 87, 151, 185], "unifi": 64, "jsonpath": 64, "prefixandsuffixmatch": 64, "prefix": [64, 73, 83, 87, 89, 151, 185, 216], "suffix": [64, 196], "hit": [64, 196, 197], "tsv": [64, 89], "optionalcontextrul": 64, "regardless": 64, "shortestcontextmatch": 64, "stop": [64, 87, 89, 109, 111, 151, 185, 199], "find": [64, 76, 102, 105, 121], "completecontextmatch": 64, "exact": 64, "parser": 64, "liver": 64, "metastas": 64, "pt1bn0m0": 64, "t5": 64, "primari": 64, "colon": 64, "contextualpars": [64, 83], "regex_token": [64, 206], "39": 64, "confidencevalu": 64, "00": [64, 202], "49": [64, 202], "148": 64, "156": 64, "ct4bcn2m1": 64, "189": 64, "194": 64, "n3m1": 64, "316": 64, "323": 64, "setprefixandsuffixmatch": 64, "setoptionalcontextrul": 64, "setshortestcontextmatch": 64, "setcompletecontextmatch": 64, "boundari": 64, "contextualparsermodel": 64, "mycontextualparsermodel": 64, "contextual_pars": [65, 82], "deidentificationmodel": [66, 71, 126, 159], "obfusc": [66, 67, 69, 70, 71, 83, 126, 159, 200, 208], "mask": [66, 126, 159, 208], "person": [66, 73, 89, 126, 159, 200], "These": [66, 102, 126, 137, 159, 170], "setregexpatternsdictionari": [66, 126, 159], "line": [66, 89, 126, 159, 202, 206], "regexpatternsdictionari": [66, 126, 159], "protect": [66, 126, 159], "mode": [66, 69, 80, 123, 124, 126, 157, 159, 200, 208], "anonim": [66, 126, 159], "obfuscated": [66, 126, 159], "dateformat": [66, 126, 159, 200], "obfuscatereffil": [66, 69, 126, 159, 200, 208], "reffileformat": [66, 69, 126, 159], "refsep": [66, 69, 126, 159], "sep": [66, 126, 159, 202], "reffil": [66, 69, 126, 159], "datetag": [66, 126, 159], "dai": [66, 67, 91, 126, 159, 200, 208], "displac": [66, 126, 159, 200], "integ": [66, 67, 87, 111, 126, 146, 159, 180, 185, 192, 193, 200], "60": [66, 126, 159, 200, 208], "datetoyear": [66, 126, 159], "minyear": [66, 126, 159], "pars": [66, 67, 126, 159, 202], "consistentobfusc": [66, 126, 159], "levenshtein": [66, 73, 126, 159], "distanc": [66, 73, 77, 99, 100, 101, 105, 126, 133, 159, 166], "sameentitythreshold": [66, 126, 159], "consid": [66, 73, 77, 94, 96, 100, 101, 105, 111, 126, 144, 146, 159, 178, 180, 216], "appear": [66, 76, 77, 126, 159], "9": [66, 99, 105, 126, 159, 202], "obfuscaterefsourc": [66, 69, 126, 159, 200], "doesnt": [66, 126, 159], "tha": [66, 126, 159], "obfuscatorreffil": [66, 126, 159], "faker": [66, 67, 69, 126, 159, 208], "randomli": [66, 87, 126, 151, 159, 185, 196, 197, 200], "regexoverrid": [66, 126, 159], "priorit": [66, 83, 126, 159], "With": [66, 69, 126, 159], "repli": [66, 69, 126, 159], "ouptut": [66, 126, 159], "ignoreregex": [66, 126, 159], "israndomdatedisplac": [66, 126, 159], "deidentificationparam": [66, 126, 159], "mappingscolumn": [66, 126, 159], "fake": [66, 126, 159], "returnentitymap": [66, 126, 159], "ssn": [66, 126, 159], "passport": [66, 126, 159], "dln": [66, 126, 159], "npi": [66, 126, 159], "c_card": [66, 126, 159], "iban": [66, 126, 159], "dea": [66, 126, 159], "maskingpolici": [66, 126, 159], "polici": [66, 92, 126, 159, 208], "same_length_char": [66, 126, 159], "compos": [66, 126, 159], "asterisk": [66, 126, 159], "surround": [66, 76, 126, 159], "squar": [66, 126, 159], "bracket": [66, 126, 159], "total": [66, 126, 159, 192], "smith": [66, 126, 159], "char": [66, 87, 126, 151, 159, 185], "jo": [66, 126, 159], "fixed_length_char": [66, 126, 159], "fix": [66, 126, 159, 192, 196, 198, 208], "samelengthformattedent": 66, "fax": [66, 200], "idnum": 66, "bioid": [66, 200], "medicalrecord": [66, 200], "zip": [66, 200], "vin": 66, "plate": 66, "selectiveobfuscationmodespath": 66, "setuseabbrevi": [66, 69, 126, 159], "clinical_sensitive_ent": [66, 69, 126, 159], "ner_deid_enrich": [66, 69, 126, 159], "ner_con": [66, 126, 159], "dei": [66, 70, 126, 159], "dic_regex_patterns_main_categori": [66, 126, 159], "setobfuscatereffil": [66, 69, 71, 126, 159], "obfuscate_fixed_ent": [66, 126, 159], "setreffileformat": [66, 69, 71, 126, 159], "setrefsep": [66, 69, 71, 126, 159], "setmod": [66, 67, 126, 159], "setdateformat": [66, 126, 159], "mm": [66, 79, 91, 126, 159, 200, 202], "dd": [66, 79, 91, 126, 159, 200], "yy": [66, 126, 159], "yyyi": [66, 79, 91, 126, 159, 200], "setobfuscated": [66, 67, 126, 159], "setdatetag": [66, 67, 126, 159], "setdai": [66, 126, 159], "setobfuscaterefsourc": [66, 67, 69, 126, 159], "7194334": [66, 70, 126, 159], "93": [66, 70, 126, 159], "oliveira": [66, 70, 126, 159], "record": [66, 70, 126, 159, 200], "2079": [66, 70, 126, 159], "09": [66, 70, 126, 159], "01010101": [66, 70, 126, 159], "18": [66, 70, 105, 111, 126, 146, 159, 180], "dr": [66, 69, 70, 71, 126, 159], "gregori": [66, 70, 126, 159], "hous": [66, 70, 126, 159], "14": [66, 67, 70, 126, 159], "fixedmasklength": [66, 126, 159], "zipcodetag": 66, "useshifdai": 66, "region": [66, 208], "unnormalizeddatemod": 66, "agerang": 66, "outputasdocu": 66, "getblacklist": 66, "setlanguag": [66, 67, 69], "english": [66, 69, 196, 197], "spanish": [66, 69], "wher": 66, "m": [66, 140, 174, 200], "setmaskingpolici": 66, "setfixedmasklength": 66, "f": [66, 69, 79, 122], "setzipcodetag": 66, "zipcod": 66, "auxiliari": [66, 105, 133, 166], "resolv": [66, 104, 105, 133, 166], "setdatetoyear": 66, "setminyear": 66, "setconsistentobfusc": 66, "setsameentitythreshold": 66, "setregexoverrid": 66, "setignoreregex": 66, "setse": [66, 67, 69], "setisrandomdatedisplac": 66, "setmappingscolumn": [66, 70], "setreturnentitymap": 66, "setuseshifdai": [66, 67], "shift": [66, 67, 208], "setregion": 66, "countri": [66, 200], "ountri": 66, "coud": 66, "setunnormalizeddatemod": 66, "setagerang": 66, "preserv": [66, 89], "setoutputasdocu": 66, "join": [66, 115, 192, 196], "setsamelengthformattedent": 66, "getsamelengthformattedent": 66, "setselectiveobfuscationmod": 66, "mask_same_length_char": 66, "minu": 66, "plu": 66, "mask_entity_label": 66, "mask_fixed_length_char": 66, "invok": 66, "intact": 66, "deidentifi": [66, 67, 70, 208], "accord": [66, 67, 83, 196, 208], "ictionari": [66, 126, 159], "regexent": [66, 126, 159], "keep": [66, 80, 87, 105, 109, 126, 133, 151, 159, 166, 185, 192, 197], "regexpatterndictionari": [66, 126, 159], "deidentify_larg": [66, 126, 159], "getregexent": 66, "documenthashcod": 67, "deidentif": [67, 68, 70, 82, 128, 129, 161, 162, 200, 208], "purpos": [67, 80, 196], "hash": [67, 208], "accordingli": 67, "patientidcolumn": 67, "dateshiftcolumn": 67, "newdateshift": 67, "rangedai": 67, "rang": [67, 87, 151, 185, 208], "patientid": 67, "a001": 67, "a003": 67, "chri": 67, "brown": [67, 214, 215], "discharg": 67, "02": [67, 91], "2022": [67, 154, 202], "04": [67, 91], "03": [67, 91, 101, 202], "moor": 67, "dateshift": [67, 208], "my_input_df": 67, "documenthash": [67, 208], "setdateshiftcolumn": 67, "clinical_n": [67, 71], "ner_deid_subentity_aug": 67, "de_identif": 67, "deid_text": 67, "pipeline_col": 67, "pipeline_col_model": 67, "ellend": 67, "manual": [67, 188], "errol": 67, "bang": 67, "ariel": 67, "null": [67, 202], "jean": 67, "cotton": 67, "2023": [67, 91], "setpatientidcolumn": 67, "predefin": [67, 77], "setnewdateshift": 67, "setrangedai": 67, "doccument_hashcod": [68, 82], "name_obfusc": [68, 82], "reidentif": [68, 82], "namechunkobfuscatorapproach": [69, 71], "namechunkobfusc": [69, 71], "seper": [69, 196, 208], "german": 69, "fr": 69, "french": 69, "ro": 69, "romanian": 69, "samelength": 69, "obfuscator_nam": 69, "replacer_nam": [69, 71], "obfuscated_nam": 69, "setusereplac": [69, 71], "davi": [69, 71], "admit": [69, 71], "seen": [69, 71], "attend": [69, 71], "physician": [69, 71], "lorand": [69, 71], "schedul": [69, 71], "emerg": [69, 71], "assess": [69, 71], "charlestin": 69, "loweri": 69, "setsamelength": 69, "mike": 69, "remain": 69, "reidentifi": 70, "py": [70, 71, 109, 110, 115, 117, 118, 143, 145, 177, 179], "frame": [70, 87, 151, 185, 202], "reideintif": 70, "protectedent": 70, "reid": 70, "redeideintif": 70, "datenorm": [71, 91], "usereplac": 71, "disabl": [71, 96, 144, 178, 202], "ner_deid_generic_aug": 71, "ner_converter_nam": 71, "names_test": 71, "obfuscated_document_nam": 71, "nlppipelin": [71, 73], "model_chunck_obfusc": 71, "sample_text": 71, "mr": 71, "lmodel": 71, "re": [71, 82, 155, 202], "print": [71, 121, 196, 199, 203, 213, 216], "fitzpatrick": 71, "bowman": 71, "acosta": 71, "getusereplac": 71, "ner_disambigu": [72, 82], "nerdisambigu": 73, "interest": 73, "compani": [73, 200], "kb": 73, "ne": 73, "mention": [73, 92], "surfac": 73, "instanti": [73, 87, 140, 151, 174, 185, 202], "embeddingtypeparam": 73, "numfirstchar": 73, "tokensearch": 73, "narrowwithapproximatematch": 73, "narrow": 73, "levenstein": 73, "levenshteindistancethresholdparam": 73, "nearmatchinggapparam": 73, "trim": 73, "candid": 73, "len": 73, "nearmatchinggap": 73, "predictionslimit": 73, "amount": [73, 193], "s3knowledgebasenam": 73, "contest": 73, "donald": 73, "trump": 73, "who": 73, "later": 73, "defeat": 73, "christina": 73, "aguilera": 73, "sentenceembed": [73, 140, 174], "nerdlmodel": [73, 76, 87, 151, 185], "sets3knowledgebasenam": 73, "setnumfirstchar": 73, "wikipedia": 73, "curid": 73, "4848272": 73, "31698421": 73, "55907961": 73, "144171": 73, "6636454": 73, "setembeddingtyp": 73, "settokensearch": 73, "setnarrowwithapproximatematch": 73, "setlevenshteindistancethresholdparam": 73, "setnearmatchinggapparam": 73, "setpredictionlimit": 73, "nerdisambiguatormodel": 73, "disambiguator_p": 73, "doc2chunkintern": 74, "chunkcol": [74, 106, 127, 160], "stringtyp": [74, 91, 106, 127, 160], "arraytyp": [74, 106, 127, 160], "setisarrai": [74, 106, 127, 160], "startcolbytokenindex": [74, 106, 127, 160], "prepend": [74, 106, 127, 160], "whitespac": [74, 106, 127, 160, 192, 196], "isarrai": [74, 106, 127, 160], "failonmiss": [74, 106, 127, 160], "job": [74, 106, 127, 160], "chunk2doc": [74, 106, 107, 127, 160], "chunkassembl": [74, 106, 127, 160], "advanc": [74, 106, 127, 160], "natur": [74, 102, 106, 127, 137, 160, 170], "annotatortyp": [74, 106, 127, 160], "miss": 74, "averageembed": [75, 76], "embded": 75, "bertsentencechunkembed": 76, "account": 76, "numer": [76, 79, 197], "chunkweight": 76, "prerequisit": [76, 87, 151, 185], "medicalnerdlmodel": [76, 87, 151, 185], "sbluebert_base_uncased_mli": 76, "sentence_chunk_embed": 76, "31995273": 76, "04710883": 76, "28973156": 76, "1294758": 76, "12481072": 76, "027161136": 76, "24613449": 76, "0949309": 76, "1825444": 76, "2252143": 76, "45139068": 76, "12400375": 76, "0075617577": 76, "90806055": 76, "12871636": 76, "setchunkweight": 76, "sent_small_bert_l2_768": 76, "entitychunkembed": 77, "One": [77, 196, 205], "look": 77, "tri": [77, 79], "criterion": [77, 87, 151, 185], "anoth": [77, 122], "syntact": [77, 99, 100, 101, 192], "relationship": [77, 102, 137, 170], "125": 77, "paracetamol": [77, 102], "metformin": 77, "target_ent": 77, "related_ent": 77, "notat": 77, "sbiobert_base_cased_mli": 77, "targetent": [77, 156], "insensit": 77, "entityweight": [77, 156], "3f": 77, "maxsyntacticdist": [77, 99, 101], "pos_clin": [77, 99, 100, 101, 102, 136, 169], "dependency_pars": [77, 101, 102], "dependencyparsermodel": [77, 99, 100, 101, 102, 136, 169], "dependency_conllu": [77, 99, 100, 101, 102, 136, 169], "setmaxsyntacticdist": [77, 99, 100, 101, 102, 136, 169], "settargetent": 77, "setentityweight": 77, "parient": 77, "coumadin": 77, "pill": 77, "sparkcontextfortest": 77, "267413": 77, "07614058": 77, "5620966": 77, "83838946": 77, "8911504": 77, "22319649": 77, "07094894": 77, "6885556": 77, "79176235": 77, "82672405": 77, "10939768": 77, "29242": 77, "3574444": 77, "3981813": 77, "79609615": 77, "weigh": 77, "related1": 77, "related2": 77, "average_embed": [78, 82], "bert_sentence_embed": [78, 82], "entity_chunk_embed": [78, 82], "featuresassembl": [79, 80], "anyth": 79, "cast": 79, "feature_vector": [79, 80, 211], "timestampformat": 79, "hh": 79, "ss": 79, "zz": 79, "test_jsl": 79, "relfeatur": 79, "withcolumn": 79, "array_column": 79, "words_in_ent1": [79, 202], "words_in_ent2": [79, 202], "features_asm1": 79, "words_between": [79, 202], "features_t": 79, "__data": 79, "labelcolumn": [80, 87, 113, 140, 151, 174, 185], "epochsn": 80, "proce": [80, 196], "dropou": 80, "lay": 80, "validaiton": 80, "fiximbal": 80, "whenther": 80, "balanc": 80, "trainig": 80, "featuresc": 80, "minmax": 80, "feature_1": 80, "feature_2": 80, "feature_n": 80, "graph_fil": [80, 99], "setmulticlass": 80, "label_column": 80, "drouptup": 80, "validation_split": 80, "mode_fil": 80, "fix_imbal": 80, "feature_sc": 80, "output_logs_path": 80, "deid": [82, 129, 138, 155, 162, 171], "disambigu": [82, 155, 211], "chunk_merg": [82, 84], "iob_tagg": [82, 85], "medical_n": [82, 85], "ner_converter_intern": [82, 85], "zero_shot_n": [82, 85, 149, 152, 182, 183], "date_norm": [82, 93], "drug_norm": [82, 93], "qa": [82, 111, 144, 146, 155, 178, 180], "gpt_generation_param": [82, 95], "medical_qa": [82, 95], "qa_ner_gener": [82, 95, 138, 147, 171, 176], "relation_extraction_dl": [82, 98, 134, 135, 167, 168], "relation_ner_chunk_filt": [82, 98], "zero_shot_relation_extract": [82, 98, 134, 135, 167, 168], "resolut": [82, 106, 129, 138, 155, 162, 171, 214], "resolver_merg": [82, 103], "sentence_entity_resolv": [82, 103, 129, 132, 162, 165], "seq2seq": [82, 155], "medical_encoder_decod": [82, 108], "medical_summar": [82, 108], "medical_text_gener": [82, 108], "windowed_sent": [82, 114], "annotation_merg": [82, 155], "doc2_chunk_intern": [82, 155], "feature_assembl": [82, 155], "resolution2_chunk": [82, 155], "router": [82, 155], "source_tracking_metadata_param": [82, 155], "tf_graph_build": [82, 155], "filteringparam": 83, "iob": [83, 86, 87, 89, 151, 185, 188, 196, 197, 202, 216], "setfiltervalu": 83, "mergecommonparam": 83, "mergeoverlap": 83, "setmergeoverlap": 83, "overlap": 83, "mergeprioritizationparam": 83, "orderingfeatur": 83, "selectionstrategi": 83, "defaultconfid": 83, "chunkpreced": 83, "chunkprecedencevaluepriorit": 83, "setorderingfeatur": 83, "chunkbegin": 83, "chunklength": 83, "chunkconfid": 83, "setselectionstrategi": 83, "diverselong": 83, "setdefaultconfid": 83, "setchunkpreced": 83, "comma": [83, 87, 89, 151, 185], "drive": 83, "togeth": [83, 115], "setchunkprecedencevaluepriorit": 83, "mergeresourceparam": 83, "falsepositivesresourc": 83, "replacedictresourc": [83, 89], "setfalsepositivesresourc": 83, "posit": [83, 87, 89, 99, 101, 111, 146, 180, 185, 202], "setreplacedictresourc": [83, 89], "chunkmergeapproach": 83, "merger": 83, "certain": [83, 88], "decis": 83, "kept": 83, "preced": 83, "proccess": [83, 89], "man": [83, 86, 89], "hospit": [83, 86, 89, 200], "emb": [83, 86], "ner_jsl": [83, 86, 89], "jsl_ner": [83, 89], "jsl_ner_chunk": 83, "ner_bionlp": 83, "bionlp_ner": 83, "bionlp_ner_chunk": 83, "merged_chunk": 83, "19": [83, 86, 111, 146, 180, 202], "72": [83, 86], "98": [83, 86], "107": [83, 86], "cellul": [83, 86], "diagnosi": [83, 86], "119": [83, 86], "pneumonia": [83, 86], "chunkmergemodel": 83, "chunkmergeraproach": 83, "iobtagg": 86, "bioe": 86, "iobtaggermodel": 86, "setschem": 86, "bilstm": [87, 151, 185], "art": [87, 140, 151, 174, 185], "2003": [87, 151, 185], "chosen": [87, 151, 185, 197], "bertembed": [87, 105, 133, 151, 166, 185], "minepoch": [87, 151, 185], "maxepoch": [87, 140, 151, 174, 185], "randomse": [87, 109, 111, 140, 146, 151, 174, 180, 185], "reproduc": [87, 111, 146, 180, 185], "decai": [87, 151, 185], "coeffici": [87, 140, 151, 174, 185], "005": [87, 140, 151, 174, 185], "adequ": [87, 151, 185], "blstn_": [87, 151, 185], "embedding_dim": [87, 151, 185], "exactli": [87, 151, 185, 196], "greater": [87, 105, 151, 185], "satisfi": [87, 151, 185], "ill": [87, 151, 185], "occur": [87, 151, 185, 200], "usecontrib": [87, 151, 185], "Not": [87, 151, 185], "might": [87, 151, 185], "slightli": [87, 151, 185], "choos": [87, 124, 140, 151, 157, 174, 185], "hold": [87, 99, 151, 185], "evaluationlogextend": [87, 124, 151, 157, 185], "parquet": [87, 151, 185], "includeallconfidencescor": [87, 151, 185], "slow": [87, 151, 185], "down": [87, 151, 185], "speed": 87, "stdout": [87, 140, 151, 174, 185], "enablememoryoptim": [87, 151, 185], "practic": [87, 151, 185], "slower": [87, 151, 185], "evei": [87, 151, 185], "bach": [87, 151, 185], "tagsmap": [87, 151, 185], "oldtag": [87, 151, 185], "newtag": [87, 151, 185], "vip": [87, 151, 185], "overrideexistingtag": 87, "earlystoppingpati": [87, 151, 185], "wait": [87, 151, 185], "earli": [87, 151, 185], "earlystoppingcriterion": [87, 151, 185], "soon": [87, 151, 185], "met": [87, 151, 185], "patienc": [87, 151, 185], "f1": [87, 151, 185, 198, 203, 213, 216], "socr": [87, 151, 185], "prioriti": [87, 112, 151, 185], "infin": [87, 151, 185], "pretrainedmodelpath": [87, 99, 105, 133, 151, 166, 185], "point": [87, 99, 105, 133, 151, 166, 185], "logprefix": [87, 151, 185], "append": [87, 102, 137, 151, 170, 185], "usebestmodel": [87, 151, 185], "overrid": [87, 99, 105, 133, 166], "thu": [87, 151, 185, 188], "trainingdata": [87, 151, 185], "readdataset": [87, 151, 185, 202], "conll2003": [87, 151, 185], "eng": [87, 151, 185, 202], "randomvalidationsplitperepoch": 87, "setusecontrib": 87, "setlr": [87, 140, 174], "setpo": 87, "rage": [87, 151], "setincludeallconfidencescor": 87, "setusebestmodel": 87, "across": 87, "setlogprefix": 87, "setpretrainedmodelpath": [87, 99, 105], "setoverrideexistingtag": [87, 151, 185], "settagsmap": 87, "setearlystoppingcriterion": 87, "setearlystoppingpati": 87, "termin": [87, 96], "setrandomvalidationsplitperepoch": 87, "nerdlapproach": [87, 113, 151, 185, 193], "wordembed": [87, 151, 185], "glove_100d": [87, 151, 185], "inferencebatchs": [87, 151, 185], "labelcas": [87, 151, 185], "upper": [87, 99, 100, 101, 136, 151, 169, 185, 196], "offici": [87, 151, 185], "ekeu": [87, 151, 185], "baghdad": [87, 151, 185], "trainingclassdistribut": 87, "setinferencebatchs": 87, "setlabelcas": 87, "gettrainingclassdistribut": 87, "nerchunk": [88, 99, 100, 136, 169], "neighbor": [88, 115], "dt": 88, "jj": 88, "ner_radiologi": 88, "imagingfind": 88, "bodypart": 88, "regexpars": 88, "commonnerconverterinternalparam": 89, "preserveposit": 89, "greedymod": 89, "contigu": 89, "ignorestopword": 89, "larger": 89, "loc": [89, 216], "setpreserveposit": 89, "preserve_posit": 89, "setgreedymod": 89, "greedy_mod": 89, "setthreshold": [89, 105, 133, 166], "setignorestopword": 89, "stopword": 89, "iob2": [89, 196, 197], "friendli": 89, "annotatorapproach": 89, "nerconverterinternalmodel": 89, "associ": [89, 101, 105], "outsid": 89, "replacelabel": 89, "substitut": 89, "replaced_ner_chunk": 89, "setreplacelabel": 89, "drug_brandnam": 89, "drug_frequ": 89, "drug_dosag": 89, "drug_strength": 89, "zeroshotnermodel": [90, 153, 186], "shot": [90, 102, 137, 153, 170, 186], "robertaforquestionansw": [90, 153, 186], "entitydefinit": [90, 153, 186], "question": [90, 96, 144, 153, 178, 186], "citi": [90, 107, 153, 186, 200], "town": [90, 153, 186], "predictionthreshold": [90, 99, 100, 102, 136, 137, 153, 169, 170, 186], "01f": [90, 153, 186], "ignoreent": [90, 153, 186], "setentitydefinit": [90, 153, 186], "clara": [90, 153, 186], "live": [90, 153, 186, 200], "york": [90, 153, 186], "hellen": [90, 153, 186], "pari": [90, 153, 186], "5328949": [90, 153, 186], "9360068": [90, 153, 186], "83294415": [90, 153, 186], "45366877": [90, 153, 186], "setpredictionthreshold": [90, 99, 100, 136, 169], "zero_shot_ner_roberta": [90, 153, 186], "els": 91, "anchordateyear": 91, "anchor": 91, "tomorrow": 91, "2021": [91, 101, 154], "anchordatemonth": 91, "month": 91, "januari": 91, "anchordatedai": 91, "08": 91, "12mar2021": 91, "jan": 91, "3april": 91, "2020": [91, 154], "mondai": [91, 140, 174], "todai": 91, "week": 91, "original_d": 91, "date_chunk": 91, "setanchordateyear": 91, "2000": 91, "setanchordatemonth": 91, "setanchordatedai": 91, "normalized_d": 91, "outputdateformat": 91, "defaultreplacementdai": 91, "defaultreplacementmonth": 91, "defaultreplacementyear": 91, "setoutputdateformat": 91, "setdefaultreplacementdai": 91, "setdefaultreplacementmonth": 91, "06": 91, "setdefaultreplacementyear": 91, "drugnorm": 92, "apac": 92, "discuss": 92, "blog": 92, "post": 92, "abbrevi": 92, "oral": 92, "sol": 92, "solut": 92, "million": [92, 111, 146, 180], "10000000": 92, "unt": 92, "sodium": 92, "chlorid": 92, "potassium": 92, "13bag": 92, "interferon": 92, "alfa": 92, "2b": 92, "injec": 92, "meq": 92, "document_norm": 92, "trainingpipelin": 92, "normalized_text": [92, 105, 133, 166], "bag": 92, "inject": 92, "setpolici": 92, "gptgenerationparam": 94, "maxcontextlength": [94, 96, 111, 144, 146, 178, 180], "dosampl": [94, 96, 109, 111, 144, 146, 178, 180], "topk": [94, 96, 109, 111, 144, 146, 178, 180], "ignoretokenid": [94, 96, 109, 111, 144, 146, 178, 180], "maxnewtoken": [94, 96, 109, 111, 144, 146, 178, 180], "setignoretokenid": [94, 109], "decod": [94, 96, 109, 111, 144, 146, 178, 180], "setmaxcontextlength": 94, "setdosampl": [94, 109], "greedi": [94, 96, 109, 111, 144, 146, 178, 180], "settopk": [94, 109], "vocabulari": [94, 96, 109, 111, 144, 146, 178, 180], "setmaxnewtoken": [94, 96, 109, 111, 144, 146, 178, 180], "medicalquestionansw": [96, 144, 178], "gpt": [96, 111, 144, 146, 178, 180], "answer": [96, 111, 144, 146, 178, 180], "span": [96, 144, 178], "capabl": [96, 144, 178], "ye": [96, 144, 178], "questiontyp": [96, 144, 178], "card": [96, 144, 178], "usecach": [96, 109, 111, 144, 178], "spare": [96, 144, 178], "studi": [96, 144, 178], "failur": [96, 105, 144, 178], "breast": [96, 144, 178], "cancer": [96, 102, 144, 178], "chest": [96, 144, 178], "wall": [96, 144, 178], "irradi": [96, 144, 178], "mastectomi": [96, 144, 178], "multidocumentassembl": [96, 144, 178], "document_quest": [96, 144, 178], "document_context": [96, 144, 178], "med_qa": [96, 144, 178], "medical_qa_biogpt": [96, 144, 178], "setquestiontyp": [96, 144, 178], "setusecach": [96, 111], "setquestionanswertermin": 96, "questiontermin": 96, "symbol": [96, 214], "setquestionprompt": 96, "questionprompt": 96, "prompt": [96, 111, 146, 180], "setquestionskiplasttoken": 96, "questionskiplasttoken": 96, "getquestiontyp": 96, "biogpt_pubmed_qa": [96, 110, 144, 145, 178, 179], "nerquestiongener": 97, "questionpronoun": 97, "strategytyp": 97, "questionmark": 97, "entities1": 97, "entities2": 97, "setquestionmark": 97, "setstrategytyp": 97, "setentities1": 97, "e1": 97, "setentities2": 97, "e2": 97, "setquestionpronoun": 97, "relationextractionmodel": [99, 100, 136, 169], "tensorflow_graph": 99, "relationdirectioncol": 99, "decript": 99, "fromentitybegincol": 99, "fromentityendcol": 99, "fromentitylabelcol": 99, "toentitybegincol": 99, "toentityendcol": 99, "toentitylabelcol": 99, "leftward": 99, "rightward": 99, "matter": 99, "symmetr": 99, "embedd": [99, 100, 136, 169], "postag": [99, 100, 136, 169], "ner_events_clin": [99, 100, 136, 169], "depencypars": [99, 100, 136, 169], "relations_t": 99, "target_rel": 99, "05": 99, "from_begin": 99, "from_end": 99, "from_label": 99, "to_begin": 99, "to_end": 99, "to_label": 99, "traindata": [99, 100, 136, 169], "customlabel": [99, 100, 156], "overrideexistinglabel": 99, "begin_col": 99, "label_col": [99, 123], "setcustomlabel": [99, 100], "setrelationdirectioncol": 99, "set\u043everrideexistinglabel": 99, "annotatormodel": 99, "relationpair": [99, 100, 101, 136, 169], "biomark": 99, "relativedai": 99, "relationpairscasesensit": [99, 101], "relationtypeperpair": 99, "caus": 99, "problem": [99, 101, 102, 137, 170, 202], "symtom": 99, "external_body_part_or_region": [99, 100, 101, 136, 169], "internal_organ_or_compon": [99, 100, 101, 136, 169], "re_model": [99, 100, 102, 136, 169], "re_bodypart_direct": 99, "setrelationpair": [99, 100, 101, 102, 136, 169], "mri": [99, 100, 101, 102, 136, 169], "demonstr": [99, 100, 101, 136, 169], "infarct": [99, 100, 101, 136, 169], "brain": [99, 100, 101, 136, 169], "cerebellum": [99, 100, 101, 136, 169], "basil": [99, 100, 101, 136, 169], "ganglia": [99, 100, 101, 136, 169], "chunk1": [99, 100, 136, 169, 202], "chunk2": [99, 100, 136, 169, 202], "far": [99, 101], "increas": [99, 101], "recal": [99, 203, 213, 216], "setrelationpairscasesensit": [99, 101], "setrelationtypeperpair": 99, "relationtypepair": 99, "getrelationtypeperpair": 99, "posologyremodel": 99, "genericremodel": 99, "relationextractiondlmodel": [100, 101, 136, 169], "contrast": [100, 136, 169], "re_ner_chunk_filt": [100, 101, 102, 136, 169], "renerchunksfilt": [100, 101, 102, 136, 137, 169, 170], "re_ner_chunk": [100, 101, 102, 136, 169], "redl_bodypart_direction_biobert": [100, 136, 169], "realtionpair": 101, "advers": 101, "reaction": 101, "realat": 101, "further": 101, "ner_clinical_en": 101, "html": 101, "analyz": 101, "awai": 101, "doclevelrel": 101, "words_embedd": [101, 102], "pos_tagg": [101, 102], "clinical_ner_tagg": 101, "jsl_ner_wip_greedy_clin": 101, "trained_pipelin": 101, "cre": 101, "re_chunk": 101, "paired_to": 101, "59": 101, "setdoclevelrel": [101, 102], "zeroshotrelationextractionmodel": [102, 137, 170], "util": [102, 137, 155, 170, 190, 191, 195, 200], "nli": [102, 137, 170], "statement": [102, 137, 170], "regard": [102, 137, 170], "relationalcategori": [102, 137, 156, 170], "hypothesi": [102, 137, 170], "templat": [102, 137, 170], "cure": [102, 137, 170], "5f": [102, 137, 170], "multilabel": [102, 137, 170], "categor": [102, 137, 170], "spark_sbert_zero_shot": 102, "setrelationalcategori": 102, "reveal": [102, 137, 170], "setmultilabel": 102, "allevi": 102, "headach": 102, "sick": 102, "9760039": [102, 137, 170], "98819494": [102, 137, 170], "9929625": [102, 137, 170], "zero_shot_r": 102, "resolvermerg": 104, "enit": 104, "sentenceresolverparam": 105, "famili": 105, "distancefunct": 105, "mover": 105, "wmd": 105, "euclidean": 105, "neighbour": 105, "knn": 105, "algorithmm": 105, "queri": 105, "tree": [105, 133, 166], "nearest": 105, "confidencefunct": 105, "invers": 105, "missasempti": 105, "unmatch": 105, "setdistancefunct": [105, 133, 166], "setneighbour": [105, 133, 166], "algorithmn": 105, "thre": 105, "setconfidencefunct": 105, "conf_funct": 105, "setmissasempti": 105, "sentenceentityresolverapproach": [105, 133, 166], "sentenceentityresolvermodel": [105, 133, 166], "standart": 105, "aux_label": 105, "better": 105, "overrideexistingcod": [105, 133, 166], "unwant": 105, "dropcodeslist": [105, 133, 166], "flavour": 105, "normalizedcol": [105, 133, 166], "returncosinedist": [105, 133, 166], "aux_label_col": [105, 133, 166], "useauxlabel": [105, 133, 166], "omit": [105, 133, 166], "conceptid": 105, "concept": 105, "snome": [105, 133, 166], "concept_nam": 105, "108367008": 105, "disloc": 105, "joint": 105, "3384011000036100": 105, "arthrotec": 105, "166717003": 105, "serum": 105, "creatinin": 105, "3877011000036101": 105, "lipitor": 105, "402234004": 105, "foot": 105, "eczema": 105, "36031001": 105, "burn": 105, "feet": 105, "76948002": 105, "42399005": 105, "renal": 105, "sent_biobert_pubmed_base_cas": [105, 133, 166], "data_pipelin": 105, "data_processing_model": 105, "prepared_data": 105, "bertextractor": [105, 133, 166], "bert_embed": [105, 133, 166], "setnormalizedcol": [105, 133, 166], "snomed_cod": [105, 133, 166], "euclidian": [105, 133, 166], "setuseauxlabel": 105, "setauxlabelcol": 105, "snomedmodel": [105, 133, 166], "auxlabel": [105, 133, 166], "setextractcosinedist": 105, "setoverrideexistingcod": 105, "setdropcodeslist": 105, "leav": 105, "ontologi": [105, 133, 166], "curat": [105, 133, 166], "rxnorm": [105, 133, 166], "searchtre": [105, 133, 166], "structfeature_hadoopfix": 105, "encapsul": 105, "serializablekdtre": 105, "multidimension": 105, "approch": 105, "jon": 105, "loui": 105, "bentlei": 105, "1975": 105, "commun": 105, "acm": 105, "sept": 105, "509": 105, "517": 105, "doi": 105, "1145": 105, "361002": 105, "361007": 105, "sbertresolve_icd10cm_slim_billable_hcc_m": 105, "icd10_cod": 105, "icd10extractorpipelin": 105, "icd10model": 105, "setsearchtre": 105, "search_tre": 105, "usuali": 105, "kdtree": 105, "resolution2chunk": 106, "filterfieldsel": 107, "metadatafield": 107, "rules2": 107, "setstrategi": 107, "match_al": 107, "doc_chunk": 107, "sent_small_bert_l2_128": 107, "router_name_embed": 107, "setmetadatafield": 107, "setfilterfieldsel": 107, "names_embed": 107, "router_city_embed": 107, "cities_embed": 107, "router_nam": 107, "names_chunk": 107, "medicalencoderdecod": 109, "scala": [109, 110, 115, 117, 118, 143, 145, 177, 179], "inherit": [109, 110, 115, 118, 143, 145, 177, 179], "mix": [109, 110, 115, 118, 143, 145, 177, 179], "ins": [109, 110, 115, 118, 143, 145, 177, 179], "uid": [109, 110, 115, 118, 143, 145, 177, 179, 187], "stopateo": [109, 111], "maxtextlength": [109, 111], "setstopateo": [109, 111], "encount": [109, 111], "setmaxtextlength": [109, 111], "medicalsummar": 110, "use_cach": [110, 145, 179], "facilit": [110, 145, 179], "medical_summarizer_smal": [110, 145, 179], "medicaltextgener": [111, 146, 180], "covid": [111, 146, 180], "document_prompt": [111, 146, 180], "med_text_gener": [111, 146, 180], "convid": [111, 146, 180], "pandem": [111, 146, 180], "peopl": [111, 146, 180], "worldwid": [111, 146, 180], "modeltyp": 111, "model_typ": [111, 146, 180], "text_generator_biomedical_biogpt_bas": 111, "sourcetrackingmetadataparam": 112, "includeoutputcolumn": 112, "outputcolumnkei": 112, "includestandardfield": 112, "standardfieldkei": 112, "allpossiblefieldstostandard": 112, "setincludeoutputcolumn": 112, "setoutputcolumnkei": 112, "setincludestandardfield": 112, "setstandardfieldkei": 112, "setallpossiblefieldstostandard": 112, "tfgraphbuildermodel": 113, "modelnam": 113, "hiddenunitsnumb": 113, "hiddenlay": 113, "maxsequencelength": 113, "hiddenact": 113, "hiddenactl2": 113, "hiddenweightsl2": 113, "batchnorm": 113, "islicens": 113, "userelationdirect": 113, "outputact": 113, "sethiddenact": 113, "gethiddenact": 113, "sethiddenactl2": 113, "l2": 113, "gethiddenactl2": 113, "sethiddenweightsl2": 113, "gethiddenweightsl2": 113, "setbatchnorm": 113, "getbatchnorm": 113, "setislicens": 113, "medicalneraprroach": 113, "getislicens": 113, "sethiddenlay": 113, "gethiddenlay": 113, "hiudden": 113, "setmaxsequencelength": 113, "getmaxsequencelength": 113, "sethiddenunitsnumb": 113, "gethiddenunitsnumb": 113, "setuserelationdirect": 113, "getuserelationdirect": 113, "settoutputact": 113, "getoutputact": 113, "setmodelnam": 113, "getmodelnam": 113, "getlabelcolumn": 113, "getinputcol": 113, "getgraphfold": 113, "greaph": 113, "getgraphfil": 113, "windowedparam": 115, "windows": 115, "gluestr": 115, "setwindows": 115, "slide": 115, "setgluestr": 115, "windowedsentencemodel": 115, "annotatorapproachintern": 117, "estim": 117, "annotatormodelintern": 118, "annotatorpropertiesintern": 119, "compon": 119, "attach": 119, "setforceinputtypevalid": 119, "inputcolsvalid": 119, "annotator_approach_intern": [120, 155], "annotator_model_intern": [120, 155], "annotator_properties_intern": [120, 155], "verifi": 121, "findvers": 121, "privat": [121, 199], "showvers": 121, "customtransform": 122, "norvigspellevalu": 123, "test_fil": 123, "ground_truth_fil": 123, "computeaccuracyannot": 123, "train_fil": 123, "computeaccuracymodel": 123, "symspellevalu": 123, "nerdlevalu": 123, "tag_level": 123, "full_chunk": 123, "computemetricsfromdf": 123, "prediction_col": 123, "drop_o": 123, "case_sensit": [123, 202], "nercrfevalu": 123, "posevalu": 123, "olumn": [124, 157], "eval": [124, 155, 157], "financedocumenthashcod": 127, "document_hashcod": [128, 129, 161, 162], "snomedtrainingpipelin": [133, 166], "snomedtrainingmodel": [133, 166], "snomeddata": [133, 166], "thiu": 133, "chunk_classif": [138, 155, 171], "sequence_classif": [138, 155, 171], "finance_bert_for_sequence_classif": [138, 142], "finance_classifier_dl": [138, 142], "finance_document_ml_classifi": [138, 142], "sequence_gener": [138, 155, 171], "finance_encoder_decod": [138, 147], "finance_qa": [138, 147], "finance_summar": [138, 147], "finance_text_gener": [138, 147], "token_classif": [138, 155, 171], "financebertforsequenceclassif": 139, "financebertfortokenclassif": [139, 150], "financeclassifierdlapproach": 140, "classifierdl": [140, 174], "univers": [140, 174], "dnn": [140, 174], "classifierdlmodel": [140, 174], "multiclassifierdlapproach": [140, 174], "sentimentdlapproach": [140, 174], "item": [140, 174, 194, 206], "doubl": [140, 174], "universalsentenceencod": [140, 174], "movi": [140, 174], "wach": [140, 174], "ever": [140, 174], "opinion": [140, 174], "win": [140, 174], "award": [140, 174], "terribl": [140, 174], "bad": [140, 174], "realli": [140, 174], "trane": [140, 174], "smallcorpu": [140, 174], "useembed": [140, 174], "docclassifi": [140, 174], "classifierdlapproach": [140, 174], "5e": [140, 174], "financeclassifierdlmodel": [140, 141], "financeclassifierdl": 140, "classifierdl_use_trec6": [140, 174], "trec": [140, 174], "multiclassifierdlmodel": [140, 174], "sentimentdlmodel": [140, 174], "sarcasmdl": [140, 174], "classifierdl_use_sarcasm": [140, 174], "sarcasm": [140, 174], "readi": [140, 174], "love": [140, 174], "wake": [140, 174], "am": [140, 174], "arrays_zip": [140, 174], "financedocumentmlclassifierapproach": 141, "financedocumentmlclassifiermodel": [141, 175], "financeencoderdecod": 143, "financequestionansw": 144, "financesummar": 145, "financetextgener": 146, "financenerquestiongener": 148, "finance_bert_for_token_classifi": [149, 152], "finance_n": [149, 152], "financebertfortokenclassifi": 150, "financenerapproach": 151, "usa": [151, 185], "verif": [151, 185], "greather": [151, 185], "financenermodel": [151, 185], "teh": [151, 185], "profil": 154, "code_arrai": 154, "sex": 154, "elig": 154, "cna": 154, "orec": 154, "medicaid": 154, "cm": 154, "hcc": 154, "24": 154, "2019": 154, "profilev24y17": 154, "profilev24y18": 154, "profilev24y19": 154, "profilev24y20": 154, "profilev24y21": 154, "profilev24y22": 154, "profilev23y18": 154, "profilev23y19": 154, "profilev23": 154, "profilev22y17": 154, "profilev22y18": 154, "profilev22y19": 154, "profilev22y20": 154, "profilev22y21": 154, "profilev22y22": 154, "profilev22": 154, "nlp_test": 155, "noisy_label": [155, 190], "alab_util": [155, 210], "conll_pars": [155, 210], "deidentification_modul": [155, 210], "licensed_annotator_typ": [155, 210], "log_pars": [155, 210], "ner_util": [155, 210], "ocr_nlp_processor": [155, 210], "ocr_util": [155, 210], "training_log_parser_util": [155, 210], "alab": [155, 206], "custom_transform": 155, "modeltrac": 155, "structured_deidentif": 155, "text_to_documents_column": 155, "training_log_pars": 155, "updatemodel": 155, "transformer_seq_classif": 155, "version_regex": 155, "size_regex": 155, "m1": 155, "public": 155, "get_credenti": 155, "secretkei": 155, "keyid": 155, "pub_vers": 155, "library_set": 155, "legaldocumenthashcod": 160, "legal_bert_for_sequence_classif": [171, 172], "legal_classifier_dl": [171, 172], "legal_document_ml_classifi": [171, 172], "legal_encoder_decod": [171, 176], "legal_qa": [171, 176], "legal_summar": [171, 176], "legal_text_gener": [171, 176], "legalbertforsequenceclassif": 173, "legalbertfortokenclassif": [173, 184], "legalclassifierdlapproach": 174, "legalclassifierdlmodel": [174, 175], "legalclassifierdl": 174, "legaldocumentmlclassifierapproach": 175, "legaldocumentmlclassifiermodel": 175, "legalencoderdecod": 177, "legalquestionansw": 178, "legalsummar": 179, "legaltextgener": 180, "legalnerquestiongener": 181, "legal_bert_for_token_classifi": [182, 183], "legal_n": [182, 183], "legalbertfortokenclassifi": 184, "legalnerapproach": 185, "legalnermodel": 185, "adduidcol": 187, "timestamp": 187, "init_medical_gender_classifi": 188, "rulebasedclassifi": 188, "test_gender_bia": 188, "ner_pipelin": [188, 202, 214], "test_conl": 188, "classifier_pipelin": 188, "training_conl": 188, "log_path": [188, 193, 196, 197, 203, 213], "gender_bias_result": 188, "explode_sent": 188, "pass": [188, 192, 196], "doc_amount": 188, "training_set_gender_distribut": 188, "test_set_gender_distribut": 188, "test_set_metr": 188, "bias_test": [189, 190], "noisy_label_fix": [190, 191], "noisy_label_test": [190, 191], "robustness_fix": [190, 195], "robustness_test": [190, 195], "conll_read": [192, 196], "conll_writ": 192, "chunk_tag": [192, 216], "save_path": 192, "docs_indx": 192, "sentences_list": 192, "tags_list": 192, "labels_list": 192, "track": 192, "written": 192, "update_with_model_predict": 192, "fix_df": 192, "test_label_error": [192, 193], "sent_indx": 192, "token_indx": 192, "apply_label_fix": 192, "label_fix": 192, "sent_index": 192, "add_flag_to_conl": 192, "flag_index": 192, "speech": 192, "interactivefix": 192, "result_df": 192, "default_strategi": 192, "page_s": 192, "ui": 192, "jupyt": 192, "notebook": 192, "find_label_error": 192, "displai": [192, 194], "create_grid": 192, "fill_grid": 192, "ipywidget": 192, "gridspeclayout": 192, "get_head": 192, "get_central_grid": 192, "get_foot": 192, "get_page_control_button": 192, "next_pag": 192, "prev_pag": 192, "adjust_page_s": 192, "num_sample_drop_down": 192, "get_page_numb": 192, "empty_grid": 192, "get_class": 192, "fix_label": 192, "apply_fix": 192, "fix_al": 192, "get_drop_down_titl": 192, "get_cell_el": 192, "css_class": 192, "get_sent": 192, "get_default_indx": 192, "indx": 192, "get_drop_down": 192, "get_title_html": 192, "calculate_label_error_scor": 193, "numpi": 193, "pred_prob": 193, "get_label_quality_scor": 193, "seri": [193, 196, 197], "np": 193, "class": [193, 217], "high": 193, "get_unique_ent": 193, "training_pipelin": 193, "noisy_label_test_result": 193, "cross": 193, "fold": 193, "setincludeconfidencescor": 193, "noisi": [193, 196, 197], "stylesheet": 194, "multilin": 194, "background": 194, "color": [194, 214, 215], "0098da": 194, "align": [194, 196], "center": 194, "footer": 194, "ffffff": 194, "ignore_margin": 194, "row_odd": 194, "262626": 194, "row_even": 194, "eaeaeb": 194, "page_button": 194, "repeat": 194, "border": [194, 206], "cursor": 194, "pointer": 194, "overflow": 194, "outlin": 194, "table_titl": 194, "font": 194, "2em": 194, "500": 194, "title_text": 194, "70px": 194, "inlin": 194, "flex": [194, 196, 197], "dropdown": 194, "1px": 194, "solid": 194, "radiu": 194, "4px": 194, "aeaeae": 194, "kind": [196, 197], "perturb": [196, 197], "create_datafram": 196, "pos_sync_tag": 196, "synthet": 196, "filter_by_entity_typ": 196, "ent_typ": 196, "get_sampl": 196, "sample_data": 196, "create_terminologi": [196, 197], "terminologi": [196, 197], "modify_capitalization_upp": [196, 197], "uppercas": [196, 197], "augment": [196, 198], "modify_capitalization_low": [196, 197], "modify_capitalization_titl": [196, 197], "add_punctuation_to_data": 196, "strip_punctuation_from_data": 196, "strip": [196, 197], "senctenc": 196, "add_typo_to_sent": [196, 197], "introduce_typo": [196, 197], "introduc": [196, 197], "typo": [196, 197], "swap_entities_with_terminologi": 196, "get_cohyponyms_wordnet": [196, 197], "co": [196, 197], "hyponym": [196, 197], "wordnet": [196, 197], "swap_with_cohyponym": [196, 197], "databas": [196, 197], "convert_acc": 196, "lang_dict": [196, 197], "convers": [196, 197], "add_context_to_data": 196, "starting_context": [196, 197], "ending_context": [196, 197], "add_contract": [196, 197], "augment_robust": 196, "add_punctu": [196, 197], "strip_punctu": [196, 197], "make_typo": 196, "american_to_british": [196, 197], "british_to_american": [196, 197], "add_context": [196, 197], "swap_ent": [196, 197], "swap_cohyponym": [196, 197], "optimized_inplac": 196, "random_st": 196, "return_spark": 196, "conll_save_path": 196, "print_info": 196, "ignore_warn": 196, "nois": [196, 197], "british": [196, 197], "american": [196, 197], "inplac": 196, "distinctli": 196, "warn": 196, "about": 196, "test_and_augment_robust": 196, "pipeline_model": [196, 197, 202], "test_file_path": [196, 197], "conll_path_to_aug": 196, "metric_typ": [196, 197], "metrics_output_format": [196, 197], "robustness_test_result": [196, 197], "noise_prob": [196, 197, 198], "liner": 196, "assembl": [196, 197, 206], "applic": [196, 197], "strict": [196, 197], "capit": [196, 197], "special": [196, 197, 205], "test_set_languag": [196, 197], "list_of_str": 197, "keep_numeric_punctu": 197, "ie": 197, "40": [197, 208], "000": 197, "modify_capit": 197, "got": 197, "swap_named_entities_from_terminologi": 197, "remove_punctuation_token": 197, "remove_context_token": 197, "starting_context_token": 197, "ending_context_token": 197, "remove_contraction_token": 197, "list_with_contract": 197, "list_without_contract": 197, "calculate_metr": 197, "filtered_df": 197, "noise_typ": 197, "noise_descript": 197, "test_set": 197, "total_amount": 197, "original_annotations_df": 197, "noisy_test_set": 197, "token_filter_funct": 197, "starting_context_token_list": 197, "ending_context_token_list": 197, "awar": 197, "disrupt": 197, "conll_sentence_read": 197, "test_robust": 197, "sample_sentence_count": 197, "calculate_proport": 198, "f1_score": 198, "suggest_perturb": 198, "test_result": 198, "suggest": 198, "get_augmentation_proport": 198, "pull": 198, "printprogress": 199, "progress": 199, "bar": 199, "consol": 199, "internalresourcedownload": 199, "downlod": 199, "downloadmodel": 199, "reader": [199, 202], "j_dwn": 199, "internalspythonresourcedownload": 199, "showprivatemodel": 199, "showprivatepipelin": 199, "showuncategorizedresourc": 199, "uncategor": 199, "showavailableannot": 199, "returnprivatemodel": 199, "returnprivatepipelin": 199, "tabular": 200, "structureddeidentif": 200, "columnsse": 200, "userandomdatedisplac": 200, "street": 200, "internet": 200, "profess": 200, "opf": 200, "doctor": 200, "screen": 200, "protein": 200, "someth": 200, "someon": 200, "healthplan": 200, "obfuscatecolumn": 200, "texttodocumentscolumn": 201, "todocumentscolumn": 201, "annotationtooljsonread": 202, "cleanup_mod": 202, "split_char": 202, "context_char": 202, "min_chars_tol": 202, "align_chars_tol": 202, "merge_overlap": 202, "sddlpath": 202, "generateassertiontrainset": 202, "generateconl": 202, "creation": 202, "229937784": 202, "fih": 202, "18001": 202, "04t13": 202, "aleksei": 202, "136": 202, "142": 202, "37": 202, "79": 202, "305038693": 202, "65001": 202, "03t08": 202, "21": 202, "844970557": 202, "rwh": 202, "21001": 202, "84": 202, "97": 202, "914783811": 202, "97001": 202, "02t12": 202, "07": 202, "91": 202, "90": 202, "733882247": 202, "84001": 202, "02t15": 202, "73": 202, "77": 202, "assertion_df": 202, "rdr": 202, "sentencecol": 202, "assertioncol": 202, "generateplainassertiontrainset": 202, "taskcolumn": 202, "tokencol": 202, "nerlabel": 202, "codiespread": 202, "readdatasettaskx": 202, "textfold": 202, "cantemistread": 202, "readdatasettaskn": 202, "synonymaugmentationuml": 202, "umls_path": 202, "code_col": 202, "description_col": 202, "augmentcsv": 202, "corpus_csv_path": 202, "do_product": 202, "augmentation_mod": 202, "plain_text": 202, "synonym_sourc": 202, "uml": 202, "regex_pars": 202, "euclidean_distance_threshold": 202, "cosine_distance_threshold": 202, "synonym_limit": 202, "casing_funct": 202, "augmentdatafram": 202, "corpus_df": 202, "redatasethelp": 202, "spark_df": 202, "preprocess": 202, "i2b2_clinical_rel_dataset": 202, "column_map": 202, "begin1": 202, "firstcharent1": 202, "end1": 202, "lastcharent1": 202, "begin2": 202, "firstcharent2": 202, "end2": 202, "lastcharent2": 202, "create_annotation_column": 202, "txt_file": 202, "sent_id": 202, "beth": 202, "partner": 202, "i2b2": 202, "2010": 202, "va": 202, "tem": 202, "44": 202, "respiratori": 202, "satur": 202, "75": 202, "No": 202, "lotion": 202, "crea": 202, "146": 202, "trnap": 202, "incis": 202, "conc": 202, "43": [202, 215], "ter": 202, "picc": 202, "54": 202, "68": 202, "58": 202, "light": 202, "headed": 202, "diaphoresi": 202, "92": 202, "82": 202, "electroca": 202, "61": 202, "inferior": 202, "38": 202, "st": 202, "depressio": 202, "239": 202, "196": 202, "176": 202, "145": 202, "train_data": 202, "ner_column_nam": 202, "schema": 202, "printschema": 202, "root": 202, "nullabl": 202, "ner_log_pars": 203, "parse_logfil": 203, "avg": 203, "get_chart": [203, 213], "log_fil": [203, 213], "plot": [203, 213], "figur": [203, 213], "precis": [203, 213, 216], "loss_plot": [203, 213], "get_best_f1_scor": 203, "micro": 203, "macro": 203, "true_seq": [203, 213, 216], "pred_seq": [203, 213, 216], "overal": [203, 213, 216], "simpli": [203, 213, 216], "evaluate_conll_fil": [203, 213], "fileiter": [203, 213], "assertion_log_pars": 203, "updatecachemodel": 204, "cache_fold": 204, "refresh": 204, "overwrit": 204, "date_cutoff": 204, "sinc": 204, "get_mt_sampl": 205, "medical_speci": 205, "transcrib": 205, "transcript": 205, "mtsampl": 205, "allergy_immunologi": 205, "autopsi": 205, "bariatr": 205, "cardiovascular_pulmonari": 205, "chiropract": 205, "consult_history_and_phi": 205, "cosmetic_plastic_surgeri": 205, "dentistri": 205, "dermatologi": 205, "diets_and_nutrit": 205, "discharge_summari": 205, "emergency_room_report": 205, "endocrinologi": 205, "ent_otolaryngologi": 205, "gastroenterologi": 205, "general_medicin": 205, "hematology_oncologi": 205, "hospice_palliative_car": 205, "im": 205, "lab_medicine_pathologi": 205, "letter": 205, "nephrologi": 205, "neurologi": 205, "neurosurgeri": 205, "obstetrics_gynecologi": 205, "office_not": 205, "ophthalmologi": 205, "orthoped": 205, "pain_manag": 205, "pediatrics_neonat": 205, "physical_medicine_rehab": 205, "podiatri": 205, "psychiatry_psychologi": 205, "radiologi": 205, "rheumatologi": 205, "sleep_medicin": 205, "soap_chart_progress_not": 205, "speech_languag": 205, "surgeri": 205, "urologi": 205, "scrap": 205, "nlp_token_pipelin": 206, "nlp_pos_pipelin": 206, "token_pipeline_initi": 206, "pos_pipeline_initi": 206, "sentencedetectordlmodel": 206, "regular_token": 206, "regextoken": 206, "empty_df": 206, "get_doc_assembl": 206, "get_sent_detector": 206, "get_regular_token": 206, "get_regex_token": 206, "get_po": 206, "get_empty_df": 206, "get_nlp_token_pipelin": 206, "get_sentence_pipelin": 206, "get_rel_df": 206, "get_ner_df": 206, "get_ner_sentence_bord": 206, "get_nlp_pos_pipelin": 206, "tagger": 206, "get_single_task_conl": 206, "pos_pipelin": 206, "token_pipelin": 206, "style": [206, 209, 214], "get_token_df": 206, "_type_": 206, "read_conl": 206, "filepath": 206, "deid_with_custom_pipelin": 208, "deid_with_pp": 208, "custom_pipelin": 208, "masking_polici": 208, "fixed_mask_length": 208, "obfuscate_d": 208, "obfuscate_ref_sourc": 208, "obfuscate_ref_file_path": 208, "age_group_obfusc": 208, "age_rang": 208, "shift_dai": 208, "number_of_dai": 208, "documenthashcoder_col_nam": 208, "date_tag": 208, "unnormalized_d": 208, "unnormalized_mod": 208, "id_column_nam": 208, "date_shift_column_nam": 208, "input_file_path": 208, "output_file_path": 208, "coder": 208, "unnorm": 208, "date_shift": 208, "structured_deidentifi": 208, "columns_dict": 208, "ref_sourc": 208, "columns_se": 208, "date_format": 208, "is_module_import": 209, "lib": 209, "raise_except": 209, "pip_nam": 209, "message_typ": 209, "messag": 209, "instruct": 209, "internalannotatortyp": 211, "selector": 211, "aqua": [214, 215], "aquamarin": [214, 215], "blanchedalmond": [214, 215], "blue": [214, 215], "blueviolet": [214, 215], "burlywood": [214, 215], "ocr_entity_processor": 214, "file_path": 214, "bounding_box": 214, "save_fold": 214, "label_color": 214, "red": 214, "color_chart_path": 214, "color_chart": 214, "png": 214, "chunk_col": 214, "black_list": 214, "display_result": 214, "pageiteratorlevel": 214, "pagesegmod": 214, "pagesegmentationmod": 214, "sparse_text_osd": 214, "ocr": 214, "paint": 214, "highlight": 214, "black_band": 214, "band": 214, "bound": 214, "box": 214, "around": 214, "chart": 214, "label2color": 215, "label2rgb": 215, "colors_rgb": 215, "255": 215, "127": 215, "212": 215, "235": 215, "205": 215, "138": 215, "226": 215, "165": 215, "aggregate_ent": 216, "split_tag": 216, "chunk_typ": 216, "is_chunk_end": 216, "prev_tag": 216, "contradict": 216, "is_chunk_start": 216, "calc_metr": 216, "tp": 216, "percent": 216, "fb1": 216, "decim": 216, "count_chunk": 216, "correct_chunk": 216, "counter": 216, "correctli": 216, "true_chunk": 216, "pred_chunk": 216, "correct_count": 216, "true_count": 216, "pred_count": 216, "get_result": 216, "prec": 216, "rec": 216, "overview": 217}, "objects": {"": [[155, 0, 0, "-", "sparknlp_jsl"]], "sparknlp_jsl": [[11, 0, 0, "-", "_tf_graph_builders"], [34, 0, 0, "-", "_tf_graph_builders_1x"], [41, 0, 0, "-", "alab"], [82, 0, 0, "-", "annotator"], [155, 3, 1, "", "annotators"], [116, 0, 0, "-", "base"], [120, 0, 0, "-", "common"], [121, 0, 0, "-", "compatibility"], [122, 0, 0, "-", "custom_transformer"], [123, 0, 0, "-", "eval"], [138, 0, 0, "-", "finance"], [154, 0, 0, "-", "functions"], [155, 6, 1, "", "get_credentials"], [156, 0, 0, "-", "internal"], [171, 0, 0, "-", "legal"], [155, 6, 1, "", "library_settings"], [187, 0, 0, "-", "modelTracer"], [190, 0, 0, "-", "nlp_test"], [199, 0, 0, "-", "pretrained"], [155, 6, 1, "", "pub_version"], [155, 3, 1, "", "size_regex"], [155, 6, 1, "", "start"], [200, 0, 0, "-", "structured_deidentification"], [201, 0, 0, "-", "text_to_documents_columns"], [202, 0, 0, "-", "training"], [203, 0, 0, "-", "training_log_parser"], [155, 3, 1, "", "transformer_seq_classification"], [204, 0, 0, "-", "updateModels"], [205, 0, 0, "-", "util"], [210, 0, 0, "-", "utils"], [155, 6, 1, "", "version"], [155, 3, 1, "", "version_regex"]], "sparknlp_jsl._tf_graph_builders": [[3, 0, 0, "-", "assertion_dl"], [7, 0, 0, "-", "generic_classifier"], [10, 0, 0, "-", "graph_builders"], [14, 0, 0, "-", "ner_dl"], [21, 0, 0, "-", "tf2contrib"]], "sparknlp_jsl._tf_graph_builders.assertion_dl": [[2, 0, 0, "-", "assertion_model"]], "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model": [[2, 1, 1, "", "AssertionModel"]], "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel": [[2, 2, 1, "", "add_bidirectional_lstm"], [2, 2, 1, "", "add_optimizer"], [2, 2, 1, "", "calc_accuracy"], [2, 2, 1, "", "confusion_matrix"], [2, 2, 1, "", "fully_connected_layer"], [2, 2, 1, "", "persist_graph"], [2, 2, 1, "", "train"]], "sparknlp_jsl._tf_graph_builders.generic_classifier": [[4, 0, 0, "-", "basetfmodel"], [5, 0, 0, "-", "build_model"], [6, 0, 0, "-", "generic_classifier_model"], [8, 0, 0, "-", "progresstracker"], [9, 0, 0, "-", "settings"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel": [[4, 1, 1, "", "BaseTFModel"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel": [[4, 2, 1, "", "build"], [4, 2, 1, "", "export_graph"], [4, 2, 1, "", "fit_dataset"], [4, 2, 1, "", "generate_batch"], [4, 2, 1, "", "get_graph"], [4, 2, 1, "", "is_built"], [4, 2, 1, "", "load_graph"], [4, 2, 1, "", "run_tests"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model": [[5, 3, 1, "", "build_params"], [5, 3, 1, "", "model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model": [[6, 1, 1, "", "GenericClassifierModel"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel": [[6, 2, 1, "", "build"], [6, 2, 1, "", "export_graph"], [6, 2, 1, "", "run_tests"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker": [[8, 1, 1, "", "ProgressTracker"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker": [[8, 2, 1, "", "get_report_interval"], [8, 2, 1, "", "on_batch"], [8, 2, 1, "", "on_epoch"], [8, 2, 1, "", "on_training_end"], [8, 2, 1, "", "on_training_start"], [8, 2, 1, "", "print_progress"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings": [[9, 1, 1, "", "MODEL_OPS"], [9, 1, 1, "", "MODEL_TENSORS"], [9, 1, 1, "", "RUN_TYPES"], [9, 1, 1, "", "Settings"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS": [[9, 4, 1, "", "INIT"], [9, 4, 1, "", "TRAIN"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS": [[9, 4, 1, "", "ACC"], [9, 4, 1, "", "INPUTS"], [9, 4, 1, "", "LEARNING_RATE"], [9, 4, 1, "", "LOSS"], [9, 4, 1, "", "OUTPUTS"], [9, 4, 1, "", "TARGETS"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES": [[9, 4, 1, "", "EVALUATE"], [9, 4, 1, "", "PREDICT"], [9, 4, 1, "", "TRAIN"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings": [[9, 4, 1, "", "DATASETS_DIR"], [9, 4, 1, "", "DEFAULT_MODEL_NODE_NAMES"], [9, 4, 1, "", "LOGS_DIR"], [9, 4, 1, "", "MODELS_DIR"]], "sparknlp_jsl._tf_graph_builders.graph_builders": [[10, 1, 1, "", "AssertionTFGraphBuilder"], [10, 1, 1, "", "GenericClassifierTFGraphBuilder"], [10, 1, 1, "", "LogRegClassifierTFGraphBuilder"], [10, 1, 1, "", "NerTFGraphBuilder"], [10, 1, 1, "", "RelationExtractionTFGraphBuilder"], [10, 1, 1, "", "SVMClassifierTFGraphBuilder"], [10, 1, 1, "", "TFGraphBuilder"], [10, 1, 1, "", "TFGraphBuilderFactory"], [10, 5, 1, "", "TensorflowAddonsNeeded"], [10, 5, 1, "", "WrongTFVersion"]], "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder": [[10, 2, 1, "", "build"], [10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"], [10, 2, 1, "", "get_model_filename"], [10, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder": [[10, 2, 1, "", "build"], [10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"], [10, 2, 1, "", "get_model_filename"], [10, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder": [[10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"]], "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder": [[10, 2, 1, "", "build"], [10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"], [10, 2, 1, "", "get_model_filename"], [10, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder": [[10, 2, 1, "", "get_model_filename"]], "sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder": [[10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"]], "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder": [[10, 2, 1, "", "check_build_params"], [10, 2, 1, "", "get_build_param"], [10, 2, 1, "", "get_build_params"], [10, 2, 1, "", "get_build_params_with_defaults"], [10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"], [10, 2, 1, "", "get_model_filename"], [10, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory": [[10, 2, 1, "", "build"], [10, 2, 1, "", "get_models"], [10, 2, 1, "", "print_model_params"]], "sparknlp_jsl._tf_graph_builders.ner_dl": [[12, 0, 0, "-", "create_graph"], [13, 0, 0, "-", "dataset_encoder"], [15, 0, 0, "-", "ner_model"], [16, 0, 0, "-", "ner_model_saver"], [17, 0, 0, "-", "sentence_grouper"]], "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph": [[12, 6, 1, "", "create_graph"]], "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder": [[13, 1, 1, "", "DatasetEncoder"]], "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder": [[13, 2, 1, "", "encode"], [13, 2, 1, "", "get_char_indexes"], [13, 2, 1, "", "normalize"], [13, 2, 1, "", "shuffle"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model": [[15, 1, 1, "", "NerModel"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel": [[15, 2, 1, "", "add_bilstm_char_repr"], [15, 2, 1, "", "add_cnn_char_repr"], [15, 2, 1, "", "add_context_repr"], [15, 2, 1, "", "add_inference_layer"], [15, 2, 1, "", "add_pretrained_word_embeddings"], [15, 2, 1, "", "add_training_op"], [15, 2, 1, "", "close"], [15, 2, 1, "", "fill"], [15, 2, 1, "", "get_char_ids"], [15, 2, 1, "", "get_from_batch"], [15, 2, 1, "", "get_sentence_lengths"], [15, 2, 1, "", "get_sentence_token_lengths"], [15, 2, 1, "", "get_softmax"], [15, 2, 1, "", "get_tag_ids"], [15, 2, 1, "", "get_word_embeddings"], [15, 2, 1, "", "get_word_lengths"], [15, 2, 1, "", "init_variables"], [15, 2, 1, "", "measure"], [15, 2, 1, "", "num_trues"], [15, 2, 1, "", "predict"], [15, 2, 1, "", "slice"], [15, 2, 1, "", "train"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver": [[16, 1, 1, "", "NerModelSaver"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver": [[16, 2, 1, "", "restore_tensorflow_state"], [16, 2, 1, "", "save"], [16, 2, 1, "", "save_models"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper": [[17, 1, 1, "", "SentenceGrouper"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper": [[17, 2, 1, "", "get_bucket_id"], [17, 2, 1, "", "slice"]], "sparknlp_jsl._tf_graph_builders.tf2contrib": [[18, 0, 0, "-", "core_rnn_cell"], [19, 0, 0, "-", "fused_rnn_cell"], [20, 0, 0, "-", "gru_ops"], [22, 0, 0, "-", "lstm_ops"], [23, 0, 0, "-", "rnn"], [24, 0, 0, "-", "rnn_cell"], [21, 3, 1, "", "tf"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell": [[18, 1, 1, "", "EmbeddingWrapper"], [18, 1, 1, "", "InputProjectionWrapper"], [18, 1, 1, "", "OutputProjectionWrapper"], [18, 3, 1, "", "RNNCell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper": [[18, 2, 1, "", "call"], [18, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper": [[18, 2, 1, "", "call"], [18, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper": [[18, 2, 1, "", "call"], [18, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell": [[19, 1, 1, "", "FusedRNNCell"], [19, 1, 1, "", "FusedRNNCellAdaptor"], [19, 1, 1, "", "TimeReversedFusedRNN"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops": [[20, 1, 1, "", "GRUBlockCell"], [20, 1, 1, "", "GRUBlockCellV2"], [20, 3, 1, "", "LayerRNNCell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell": [[20, 2, 1, "", "build"], [20, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2": [[20, 2, 1, "", "build"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops": [[22, 1, 1, "", "LSTMBlockCell"], [22, 1, 1, "", "LSTMBlockFusedCell"], [22, 1, 1, "", "LSTMBlockWrapper"], [22, 3, 1, "", "LayerRNNCell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell": [[22, 2, 1, "", "build"], [22, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell": [[22, 2, 1, "", "build"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper": [[22, 2, 1, "", "call"], [22, 2, 1, "", "num_units"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn": [[23, 6, 1, "", "stack_bidirectional_dynamic_rnn"], [23, 6, 1, "", "stack_bidirectional_rnn"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell": [[24, 1, 1, "", "AttentionCellWrapper"], [24, 1, 1, "", "BidirectionalGridLSTMCell"], [24, 1, 1, "", "CFNCell"], [24, 1, 1, "", "CompiledWrapper"], [24, 1, 1, "", "Conv1DLSTMCell"], [24, 1, 1, "", "Conv2DLSTMCell"], [24, 1, 1, "", "Conv3DLSTMCell"], [24, 1, 1, "", "ConvLSTMCell"], [24, 1, 1, "", "CoupledInputForgetGateLSTMCell"], [24, 1, 1, "", "GLSTMCell"], [24, 1, 1, "", "GridLSTMCell"], [24, 1, 1, "", "HighwayWrapper"], [24, 1, 1, "", "IndRNNCell"], [24, 1, 1, "", "IndyGRUCell"], [24, 1, 1, "", "IndyLSTMCell"], [24, 1, 1, "", "IntersectionRNNCell"], [24, 1, 1, "", "LayerNormBasicLSTMCell"], [24, 1, 1, "", "LayerNormLSTMCell"], [24, 1, 1, "", "MinimalRNNCell"], [24, 1, 1, "", "NASCell"], [24, 1, 1, "", "NTMCell"], [24, 3, 1, "", "NTMControllerState"], [24, 1, 1, "", "PhasedLSTMCell"], [24, 1, 1, "", "SRUCell"], [24, 1, 1, "", "TimeFreqLSTMCell"], [24, 1, 1, "", "UGRNNCell"], [24, 1, 1, "", "WeightNormLSTMCell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper": [[24, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper": [[24, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"], [24, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders_1x": [[26, 0, 0, "-", "assertion_dl"], [30, 0, 0, "-", "generic_classifier"], [33, 0, 0, "-", "graph_builders"], [37, 0, 0, "-", "ner_dl"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl": [[25, 0, 0, "-", "assertion_model"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model": [[25, 1, 1, "", "AssertionModel"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel": [[25, 2, 1, "", "add_bidirectional_lstm"], [25, 2, 1, "", "add_optimizer"], [25, 2, 1, "", "calc_accuracy"], [25, 2, 1, "", "confusion_matrix"], [25, 2, 1, "", "fully_connected_layer"], [25, 2, 1, "", "persist_graph"], [25, 2, 1, "", "train"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier": [[27, 0, 0, "-", "basetfmodel"], [28, 0, 0, "-", "build_model"], [29, 0, 0, "-", "generic_classifier_model"], [31, 0, 0, "-", "progresstracker"], [32, 0, 0, "-", "settings"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel": [[27, 1, 1, "", "BaseTFModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel": [[27, 2, 1, "", "build"], [27, 2, 1, "", "export_graph"], [27, 2, 1, "", "fit_dataset"], [27, 2, 1, "", "generate_batch"], [27, 2, 1, "", "get_graph"], [27, 2, 1, "", "is_built"], [27, 2, 1, "", "load_graph"], [27, 2, 1, "", "run_tests"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model": [[28, 3, 1, "", "build_params"], [28, 3, 1, "", "model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model": [[29, 1, 1, "", "GenericClassifierModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel": [[29, 2, 1, "", "build"], [29, 2, 1, "", "export_graph"], [29, 2, 1, "", "run_tests"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker": [[31, 1, 1, "", "ProgressTracker"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker": [[31, 2, 1, "", "get_report_interval"], [31, 2, 1, "", "on_batch"], [31, 2, 1, "", "on_epoch"], [31, 2, 1, "", "on_training_end"], [31, 2, 1, "", "on_training_start"], [31, 2, 1, "", "print_progress"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings": [[32, 1, 1, "", "MODEL_OPS"], [32, 1, 1, "", "MODEL_TENSORS"], [32, 1, 1, "", "RUN_TYPES"], [32, 1, 1, "", "Settings"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS": [[32, 4, 1, "", "INIT"], [32, 4, 1, "", "TRAIN"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS": [[32, 4, 1, "", "ACC"], [32, 4, 1, "", "INPUTS"], [32, 4, 1, "", "LEARNING_RATE"], [32, 4, 1, "", "LOSS"], [32, 4, 1, "", "OUTPUTS"], [32, 4, 1, "", "TARGETS"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES": [[32, 4, 1, "", "EVALUATE"], [32, 4, 1, "", "PREDICT"], [32, 4, 1, "", "TRAIN"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings": [[32, 4, 1, "", "DATASETS_DIR"], [32, 4, 1, "", "DEFAULT_MODEL_NODE_NAMES"], [32, 4, 1, "", "LOGS_DIR"], [32, 4, 1, "", "MODELS_DIR"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders": [[33, 1, 1, "", "AssertionTFGraphBuilder"], [33, 1, 1, "", "GenericClassifierTFGraphBuilder"], [33, 1, 1, "", "NerTFGraphBuilder"], [33, 1, 1, "", "RelationExtractionTFGraphBuilder"], [33, 1, 1, "", "TFGraphBuilder"], [33, 1, 1, "", "TFGraphBuilderFactory"], [33, 5, 1, "", "WrongTFVersion"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder": [[33, 2, 1, "", "build"], [33, 2, 1, "", "get_model_build_param_explanations"], [33, 2, 1, "", "get_model_build_params"], [33, 2, 1, "", "get_model_filename"], [33, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder": [[33, 2, 1, "", "build"], [33, 2, 1, "", "get_model_build_param_explanations"], [33, 2, 1, "", "get_model_build_params"], [33, 2, 1, "", "get_model_filename"], [33, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder": [[33, 2, 1, "", "build"], [33, 2, 1, "", "get_model_build_param_explanations"], [33, 2, 1, "", "get_model_build_params"], [33, 2, 1, "", "get_model_filename"], [33, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder": [[33, 2, 1, "", "get_model_filename"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder": [[33, 2, 1, "", "check_build_params"], [33, 2, 1, "", "get_build_param"], [33, 2, 1, "", "get_build_params"], [33, 2, 1, "", "get_build_params_with_defaults"], [33, 2, 1, "", "get_model_build_param_explanations"], [33, 2, 1, "", "get_model_build_params"], [33, 2, 1, "", "get_model_filename"], [33, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory": [[33, 2, 1, "", "build"], [33, 2, 1, "", "get_models"], [33, 2, 1, "", "print_model_params"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl": [[35, 0, 0, "-", "create_graph"], [36, 0, 0, "-", "dataset_encoder"], [38, 0, 0, "-", "ner_model"], [39, 0, 0, "-", "ner_model_saver"], [40, 0, 0, "-", "sentence_grouper"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph": [[35, 6, 1, "", "create_graph"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder": [[36, 1, 1, "", "DatasetEncoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder": [[36, 2, 1, "", "encode"], [36, 2, 1, "", "get_char_indexes"], [36, 2, 1, "", "normalize"], [36, 2, 1, "", "shuffle"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model": [[38, 1, 1, "", "NerModel"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel": [[38, 2, 1, "", "add_bilstm_char_repr"], [38, 2, 1, "", "add_cnn_char_repr"], [38, 2, 1, "", "add_context_repr"], [38, 2, 1, "", "add_inference_layer"], [38, 2, 1, "", "add_pretrained_word_embeddings"], [38, 2, 1, "", "add_training_op"], [38, 2, 1, "", "close"], [38, 2, 1, "", "fill"], [38, 2, 1, "", "get_char_ids"], [38, 2, 1, "", "get_from_batch"], [38, 2, 1, "", "get_sentence_lengths"], [38, 2, 1, "", "get_sentence_token_lengths"], [38, 2, 1, "", "get_softmax"], [38, 2, 1, "", "get_tag_ids"], [38, 2, 1, "", "get_word_embeddings"], [38, 2, 1, "", "get_word_lengths"], [38, 2, 1, "", "init_variables"], [38, 2, 1, "", "measure"], [38, 2, 1, "", "num_trues"], [38, 2, 1, "", "predict"], [38, 2, 1, "", "slice"], [38, 2, 1, "", "train"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver": [[39, 1, 1, "", "NerModelSaver"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver": [[39, 2, 1, "", "restore_tensorflow_state"], [39, 2, 1, "", "save"], [39, 2, 1, "", "save_models"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper": [[40, 1, 1, "", "SentenceGrouper"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper": [[40, 2, 1, "", "get_bucket_id"], [40, 2, 1, "", "slice"]], "sparknlp_jsl.alab": [[41, 1, 1, "", "AnnotationLab"]], "sparknlp_jsl.alab.AnnotationLab": [[41, 2, 1, "", "create_project"], [41, 2, 1, "", "delete_project"], [41, 2, 1, "", "delete_tasks"], [41, 2, 1, "", "generate_preannotations"], [41, 2, 1, "", "get_IAA_metrics"], [41, 2, 1, "", "get_all_projects"], [41, 2, 1, "", "get_annotations"], [41, 2, 1, "", "get_assertion_data"], [41, 2, 1, "", "get_classification_data"], [41, 2, 1, "", "get_conll_data"], [41, 2, 1, "", "get_project_config"], [41, 2, 1, "", "get_relation_extraction_data"], [41, 2, 1, "", "review_annotations"], [41, 2, 1, "", "set_credentials"], [41, 2, 1, "", "set_project_config"], [41, 2, 1, "", "upload_preannotations"], [41, 2, 1, "", "upload_tasks"]], "sparknlp_jsl.annotator": [[42, 0, 0, "-", "annotation_merger"], [82, 3, 1, "", "assertion"], [46, 0, 0, "-", "assertion"], [82, 3, 1, "", "chunker"], [55, 0, 0, "-", "chunker"], [82, 3, 1, "", "classification"], [60, 0, 0, "-", "classification"], [82, 3, 1, "", "context"], [65, 0, 0, "-", "context"], [82, 3, 1, "", "deid"], [68, 0, 0, "-", "deid"], [82, 3, 1, "", "disambiguation"], [72, 0, 0, "-", "disambiguation"], [74, 0, 0, "-", "doc2_chunk_internal"], [78, 0, 0, "-", "embeddings"], [79, 0, 0, "-", "feature_assembler"], [82, 3, 1, "", "generic_classifier"], [81, 0, 0, "-", "generic_classifier"], [82, 3, 1, "", "keyword"], [84, 0, 0, "-", "merge"], [85, 0, 0, "-", "ner"], [93, 0, 0, "-", "normalizer"], [95, 0, 0, "-", "qa"], [98, 0, 0, "-", "re"], [103, 0, 0, "-", "resolution"], [106, 0, 0, "-", "resolution2_chunk"], [107, 0, 0, "-", "router"], [108, 0, 0, "-", "seq2seq"], [112, 0, 0, "-", "source_tracking_metadata_params"], [113, 0, 0, "-", "tf_graph_builder"], [114, 0, 0, "-", "windowed"]], "sparknlp_jsl.annotator.annotation_merger": [[42, 1, 1, "", "AnnotationMerger"]], "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger": [[42, 4, 1, "", "inputAnnotatorTypes"], [42, 4, 1, "", "inputType"], [42, 4, 1, "", "name"], [42, 4, 1, "", "outputAnnotatorType"], [42, 2, 1, "", "setInputCols"], [42, 2, 1, "", "setInputType"], [42, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.assertion": [[43, 0, 0, "-", "assertionDL"], [44, 0, 0, "-", "assertion_chunk_converter"], [45, 0, 0, "-", "assertion_dl_reg"]], "sparknlp_jsl.annotator.assertion.assertionDL": [[43, 1, 1, "", "AssertionDLApproach"], [43, 1, 1, "", "AssertionDLModel"]], "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach": [[43, 4, 1, "", "batchSize"], [43, 4, 1, "", "configProtoBytes"], [43, 4, 1, "", "dropout"], [43, 4, 1, "", "enableOutputLogs"], [43, 4, 1, "", "endCol"], [43, 4, 1, "", "epochs"], [43, 4, 1, "", "graphFile"], [43, 4, 1, "", "graphFolder"], [43, 4, 1, "", "includeConfidence"], [43, 4, 1, "", "inputAnnotatorTypes"], [43, 4, 1, "", "label"], [43, 4, 1, "", "learningRate"], [43, 4, 1, "", "maxSentLen"], [43, 4, 1, "", "outputAnnotatorType"], [43, 4, 1, "", "outputLogsPath"], [43, 4, 1, "", "scopeWindow"], [43, 2, 1, "", "setBatchSize"], [43, 2, 1, "", "setConfigProtoBytes"], [43, 2, 1, "", "setDropout"], [43, 2, 1, "", "setEnableOutputLogs"], [43, 2, 1, "", "setEndCol"], [43, 2, 1, "", "setEpochs"], [43, 2, 1, "", "setGraphFile"], [43, 2, 1, "", "setGraphFolder"], [43, 2, 1, "", "setIncludeConfidence"], [43, 2, 1, "", "setLabelCol"], [43, 2, 1, "", "setLearningRate"], [43, 2, 1, "", "setMaxSentLen"], [43, 2, 1, "", "setOutputLogsPath"], [43, 2, 1, "", "setScopeWindow"], [43, 2, 1, "", "setStartCol"], [43, 2, 1, "", "setTestDataset"], [43, 2, 1, "", "setValidationSplit"], [43, 2, 1, "", "setVerbose"], [43, 4, 1, "", "startCol"], [43, 4, 1, "", "testDataset"], [43, 4, 1, "", "validationSplit"], [43, 4, 1, "", "verbose"]], "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel": [[43, 4, 1, "", "classes"], [43, 4, 1, "", "configProtoBytes"], [43, 4, 1, "", "includeConfidence"], [43, 4, 1, "", "inputAnnotatorTypes"], [43, 4, 1, "", "maxSentLen"], [43, 4, 1, "", "name"], [43, 4, 1, "", "outputAnnotatorType"], [43, 2, 1, "", "pretrained"], [43, 4, 1, "", "scopeWindow"], [43, 2, 1, "", "setConfigProtoBytes"], [43, 2, 1, "", "setIncludeConfidence"], [43, 2, 1, "", "setScopeWindow"], [43, 4, 1, "", "targetNerLabels"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter": [[44, 1, 1, "", "AssertionChunkConverter"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter": [[44, 4, 1, "", "chunkBeginCol"], [44, 4, 1, "", "chunkEndCol"], [44, 4, 1, "", "chunkTextCol"], [44, 4, 1, "", "inputAnnotatorTypes"], [44, 4, 1, "", "inputCols"], [44, 4, 1, "", "name"], [44, 4, 1, "", "outputAnnotatorType"], [44, 4, 1, "", "outputCol"], [44, 4, 1, "", "outputTokenBeginCol"], [44, 4, 1, "", "outputTokenEndCol"], [44, 2, 1, "", "setChunkBeginCol"], [44, 2, 1, "", "setChunkEndCol"], [44, 2, 1, "", "setChunkTextCol"], [44, 2, 1, "", "setInputCols"], [44, 2, 1, "", "setOutputCol"], [44, 2, 1, "", "setOutputTokenBeginCol"], [44, 2, 1, "", "setOutputTokenEndCol"], [44, 2, 1, "", "setParams"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg": [[45, 1, 1, "", "AssertionLogRegApproach"], [45, 1, 1, "", "AssertionLogRegModel"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach": [[45, 4, 1, "", "afterParam"], [45, 4, 1, "", "beforeParam"], [45, 4, 1, "", "eNetParam"], [45, 4, 1, "", "endCol"], [45, 4, 1, "", "inputAnnotatorTypes"], [45, 4, 1, "", "label"], [45, 4, 1, "", "maxIter"], [45, 4, 1, "", "nerCol"], [45, 4, 1, "", "outputAnnotatorType"], [45, 4, 1, "", "regParam"], [45, 2, 1, "", "setAfter"], [45, 2, 1, "", "setBefore"], [45, 2, 1, "", "setEndCol"], [45, 2, 1, "", "setEnet"], [45, 2, 1, "", "setLabelCol"], [45, 2, 1, "", "setMaxIter"], [45, 2, 1, "", "setNerCol"], [45, 2, 1, "", "setReg"], [45, 2, 1, "", "setStartCol"], [45, 2, 1, "", "setTargetNerLabels"], [45, 4, 1, "", "startCol"], [45, 4, 1, "", "targetNerLabels"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel": [[45, 4, 1, "", "afterParam"], [45, 4, 1, "", "beforeParam"], [45, 4, 1, "", "endCol"], [45, 4, 1, "", "inputAnnotatorTypes"], [45, 4, 1, "", "name"], [45, 4, 1, "", "nerCol"], [45, 4, 1, "", "outputAnnotatorType"], [45, 2, 1, "", "pretrained"], [45, 4, 1, "", "startCol"], [45, 4, 1, "", "targetNerLabels"]], "sparknlp_jsl.annotator.chunker": [[47, 0, 0, "-", "assertion_filterer"], [48, 0, 0, "-", "chunk_converter"], [49, 0, 0, "-", "chunk_key_phrase_extraction"], [50, 0, 0, "-", "chunk_sentence_splitter"], [51, 0, 0, "-", "chunker_filterer"], [52, 0, 0, "-", "chunkmapper"], [53, 0, 0, "-", "chunkmapper_filterer"], [54, 0, 0, "-", "docmapper"]], "sparknlp_jsl.annotator.chunker.assertion_filterer": [[47, 1, 1, "", "AssertionFilterer"]], "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer": [[47, 4, 1, "", "caseSensitive"], [47, 4, 1, "", "criteria"], [47, 4, 1, "", "entitiesConfidence"], [47, 4, 1, "", "inputAnnotatorTypes"], [47, 4, 1, "", "name"], [47, 4, 1, "", "outputAnnotatorType"], [47, 4, 1, "", "regex"], [47, 2, 1, "", "setCaseSensitive"], [47, 2, 1, "", "setCriteria"], [47, 2, 1, "", "setRegex"], [47, 2, 1, "", "setWhiteList"], [47, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.chunker.chunk_converter": [[48, 1, 1, "", "ChunkConverter"]], "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter": [[48, 4, 1, "", "inputAnnotatorTypes"], [48, 4, 1, "", "name"], [48, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction": [[49, 1, 1, "", "ChunkKeyPhraseExtraction"]], "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction": [[49, 4, 1, "", "concatenateSentences"], [49, 4, 1, "", "divergence"], [49, 4, 1, "", "documentLevelProcessing"], [49, 4, 1, "", "dropPunctuation"], [49, 4, 1, "", "inputAnnotatorTypes"], [49, 4, 1, "", "name"], [49, 4, 1, "", "outputAnnotatorType"], [49, 2, 1, "", "pretrained"], [49, 4, 1, "", "selectMostDifferent"], [49, 2, 1, "", "setConcatenateSentences"], [49, 2, 1, "", "setDivergence"], [49, 2, 1, "", "setDocumentLevelProcessing"], [49, 2, 1, "", "setDropPunctuation"], [49, 2, 1, "", "setSelectMostDifferent"], [49, 2, 1, "", "setTopN"], [49, 4, 1, "", "topN"]], "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter": [[50, 1, 1, "", "ChunkSentenceSplitter"]], "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter": [[50, 4, 1, "", "defaultEntity"], [50, 4, 1, "", "groupBySentences"], [50, 4, 1, "", "inputAnnotatorTypes"], [50, 4, 1, "", "insertChunk"], [50, 4, 1, "", "name"], [50, 4, 1, "", "outputAnnotatorType"], [50, 2, 1, "", "setDefaultEntity"], [50, 2, 1, "", "setGroupBySentences"], [50, 2, 1, "", "setInsertChunk"]], "sparknlp_jsl.annotator.chunker.chunker_filterer": [[51, 1, 1, "", "ChunkFilterer"], [51, 1, 1, "", "ChunkFiltererApproach"]], "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer": [[51, 4, 1, "", "blackList"], [51, 4, 1, "", "criteria"], [51, 4, 1, "", "filterValue"], [51, 4, 1, "", "inputAnnotatorTypes"], [51, 4, 1, "", "name"], [51, 4, 1, "", "outputAnnotatorType"], [51, 4, 1, "", "regex"], [51, 2, 1, "", "setBlackList"], [51, 2, 1, "", "setCriteria"], [51, 2, 1, "", "setFilterEntity"], [51, 2, 1, "", "setRegex"], [51, 2, 1, "", "setWhiteList"], [51, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach": [[51, 4, 1, "", "blackList"], [51, 4, 1, "", "criteria"], [51, 4, 1, "", "entitiesConfidenceResource"], [51, 4, 1, "", "filterValue"], [51, 4, 1, "", "inputAnnotatorTypes"], [51, 4, 1, "", "name"], [51, 4, 1, "", "outputAnnotatorType"], [51, 4, 1, "", "regex"], [51, 2, 1, "", "setBlackList"], [51, 2, 1, "", "setCriteria"], [51, 2, 1, "", "setEntitiesConfidenceResource"], [51, 2, 1, "", "setFilterEntity"], [51, 2, 1, "", "setRegex"], [51, 2, 1, "", "setWhiteList"], [51, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.chunker.chunkmapper": [[52, 1, 1, "", "ChunkMapperApproach"], [52, 1, 1, "", "ChunkMapperFuzzyMatchingParams"], [52, 1, 1, "", "ChunkMapperModel"], [52, 1, 1, "", "CommonChunkMapperParams"]], "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach": [[52, 4, 1, "", "dictionary"], [52, 4, 1, "", "inputAnnotatorTypes"], [52, 4, 1, "", "name"], [52, 4, 1, "", "outputAnnotatorType"], [52, 2, 1, "", "setDictionary"], [52, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams": [[52, 4, 1, "", "enableCharFingerprintMatching"], [52, 4, 1, "", "enableFuzzyMatching"], [52, 4, 1, "", "enableTokenFingerprintMatching"], [52, 4, 1, "", "fuzzyDistanceScalingMode"], [52, 4, 1, "", "fuzzyMatchingDistanceThresholds"], [52, 4, 1, "", "fuzzyMatchingDistances"], [52, 4, 1, "", "maxCharNgramFingerprint"], [52, 4, 1, "", "maxTokenNgramDroppingCharsRatio"], [52, 4, 1, "", "maxTokenNgramDroppingOperator"], [52, 4, 1, "", "maxTokenNgramDroppingTokens"], [52, 4, 1, "", "maxTokenNgramFingerprint"], [52, 4, 1, "", "minCharNgramFingerprint"], [52, 4, 1, "", "minTokenNgramFingerprint"], [52, 2, 1, "", "setEnableCharFingerprintMatching"], [52, 2, 1, "", "setEnableFuzzyMatching"], [52, 2, 1, "", "setEnableTokenFingerprintMatching"], [52, 2, 1, "", "setFuzzyDistanceScalingMode"], [52, 2, 1, "", "setFuzzyMatchingDistanceThresholds"], [52, 2, 1, "", "setFuzzyMatchingDistances"], [52, 2, 1, "", "setMaxCharNgramFingerprint"], [52, 2, 1, "", "setMaxTokenNgramDroppingCharsRatio"], [52, 2, 1, "", "setMaxTokenNgramDroppingOperator"], [52, 2, 1, "", "setMaxTokenNgramDroppingTokens"], [52, 2, 1, "", "setMaxTokenNgramFingerprint"], [52, 2, 1, "", "setMinCharNgramFingerprint"], [52, 2, 1, "", "setMinTokenNgramFingerprint"]], "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel": [[52, 4, 1, "", "inputAnnotatorTypes"], [52, 4, 1, "", "name"], [52, 4, 1, "", "outputAnnotatorType"], [52, 2, 1, "", "pretrained"], [52, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams": [[52, 4, 1, "", "allowMultiTokenChunk"], [52, 4, 1, "", "lowerCase"], [52, 4, 1, "", "multivaluesRelations"], [52, 4, 1, "", "rel"], [52, 4, 1, "", "rels"], [52, 2, 1, "", "setAllowMultiTokenChunk"], [52, 2, 1, "", "setLowerCase"], [52, 2, 1, "", "setMultivaluesRelations"], [52, 2, 1, "", "setRel"], [52, 2, 1, "", "setRels"]], "sparknlp_jsl.annotator.chunker.chunkmapper_filterer": [[53, 1, 1, "", "ChunkMapperFilterer"]], "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer": [[53, 4, 1, "", "inputAnnotatorTypes"], [53, 4, 1, "", "name"], [53, 4, 1, "", "outputAnnotatorType"], [53, 4, 1, "", "returnCriteria"], [53, 2, 1, "", "setReturnCriteria"]], "sparknlp_jsl.annotator.chunker.docmapper": [[54, 1, 1, "", "DocMapperApproach"], [54, 1, 1, "", "DocMapperModel"]], "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach": [[54, 4, 1, "", "dictionary"], [54, 4, 1, "", "inputAnnotatorTypes"], [54, 4, 1, "", "name"], [54, 4, 1, "", "outputAnnotatorType"], [54, 2, 1, "", "setDictionary"]], "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel": [[54, 4, 1, "", "inputAnnotatorTypes"], [54, 4, 1, "", "name"], [54, 4, 1, "", "outputAnnotatorType"], [54, 2, 1, "", "pretrained"]], "sparknlp_jsl.annotator.classification": [[56, 0, 0, "-", "document_log_classifier"], [57, 0, 0, "-", "document_ml_classifier"], [58, 0, 0, "-", "generic_log_reg_classifier"], [59, 0, 0, "-", "generic_svm_classifier"], [61, 0, 0, "-", "medical_bert_for_sequence_classification"], [62, 0, 0, "-", "medical_bert_for_token_classifier"], [63, 0, 0, "-", "medical_distilbert_for_sequence_classification"]], "sparknlp_jsl.annotator.classification.document_log_classifier": [[56, 1, 1, "", "DocumentLogRegClassifierApproach"], [56, 1, 1, "", "DocumentLogRegClassifierModel"]], "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach": [[56, 4, 1, "", "classificationModelPath"], [56, 4, 1, "", "fitIntercept"], [56, 4, 1, "", "inputAnnotatorTypes"], [56, 4, 1, "", "labelCol"], [56, 4, 1, "", "labels"], [56, 4, 1, "", "maxIter"], [56, 4, 1, "", "outputAnnotatorType"], [56, 2, 1, "", "setClassificationModelPath"], [56, 2, 1, "", "setFitIntercept"], [56, 2, 1, "", "setLabelColumn"], [56, 2, 1, "", "setLabels"], [56, 2, 1, "", "setMaxIter"], [56, 2, 1, "", "setTol"], [56, 2, 1, "", "setVectorizationModelPath"], [56, 4, 1, "", "tol"], [56, 4, 1, "", "vectorizationModelPath"]], "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel": [[56, 4, 1, "", "classificationModel"], [56, 4, 1, "", "labels"], [56, 4, 1, "", "mergeChunks"], [56, 4, 1, "", "name"], [56, 4, 1, "", "outputAnnotatorType"], [56, 2, 1, "", "pretrained"], [56, 2, 1, "", "setClassificationModel"], [56, 2, 1, "", "setLabels"], [56, 2, 1, "", "setMergeChunks"], [56, 2, 1, "", "setVectorizationModel"], [56, 4, 1, "", "vectorizationModel"]], "sparknlp_jsl.annotator.classification.document_ml_classifier": [[57, 1, 1, "", "DocumentMLClassifierApproach"], [57, 1, 1, "", "DocumentMLClassifierModel"], [57, 1, 1, "", "DocumentMLClassifierParams"]], "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach": [[57, 4, 1, "", "classificationModelClass"], [57, 4, 1, "", "classificationModelPath"], [57, 4, 1, "", "fitIntercept"], [57, 4, 1, "", "inputAnnotatorTypes"], [57, 4, 1, "", "labelCol"], [57, 4, 1, "", "maxIter"], [57, 4, 1, "", "outputAnnotatorType"], [57, 2, 1, "", "setClassificationModelClass"], [57, 2, 1, "", "setClassificationModelPath"], [57, 2, 1, "", "setFitIntercept"], [57, 2, 1, "", "setLabelCol"], [57, 2, 1, "", "setMaxIter"], [57, 2, 1, "", "setMaxTokenNgram"], [57, 2, 1, "", "setMinTokenNgram"], [57, 2, 1, "", "setTol"], [57, 2, 1, "", "setVectorizationModelPath"], [57, 4, 1, "", "tol"], [57, 4, 1, "", "vectorizationModelPath"]], "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel": [[57, 4, 1, "", "classificationModel"], [57, 4, 1, "", "inputAnnotatorTypes"], [57, 4, 1, "", "labels"], [57, 4, 1, "", "name"], [57, 4, 1, "", "outputAnnotatorType"], [57, 2, 1, "", "pretrained"], [57, 2, 1, "", "setClassificationModel"], [57, 2, 1, "", "setLabels"], [57, 2, 1, "", "setVectorizationModel"], [57, 4, 1, "", "vectorizationModel"]], "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams": [[57, 4, 1, "", "labels"], [57, 4, 1, "", "maxTokenNgram"], [57, 4, 1, "", "mergeChunks"], [57, 4, 1, "", "minTokenNgram"], [57, 2, 1, "", "setLabels"], [57, 2, 1, "", "setMergeChunks"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier": [[58, 1, 1, "", "GenericLogRegClassifierApproach"], [58, 1, 1, "", "GenericLogRegClassifierModel"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach": [[58, 4, 1, "", "inputAnnotatorTypes"], [58, 4, 1, "", "name"], [58, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel": [[58, 4, 1, "", "inputAnnotatorTypes"], [58, 4, 1, "", "name"], [58, 4, 1, "", "outputAnnotatorType"], [58, 2, 1, "", "pretrained"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier": [[59, 1, 1, "", "GenericSVMClassifierApproach"], [59, 1, 1, "", "GenericSVMClassifierModel"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach": [[59, 4, 1, "", "inputAnnotatorTypes"], [59, 4, 1, "", "name"], [59, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel": [[59, 4, 1, "", "inputAnnotatorTypes"], [59, 4, 1, "", "name"], [59, 4, 1, "", "outputAnnotatorType"], [59, 2, 1, "", "pretrained"]], "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification": [[61, 1, 1, "", "MedicalBertForSequenceClassification"]], "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification": [[61, 4, 1, "", "coalesceSentences"], [61, 4, 1, "", "configProtoBytes"], [61, 2, 1, "", "getClasses"], [61, 4, 1, "", "inputAnnotatorTypes"], [61, 2, 1, "", "loadSavedModel"], [61, 2, 1, "", "loadSavedModelOpenSource"], [61, 4, 1, "", "maxSentenceLength"], [61, 4, 1, "", "name"], [61, 4, 1, "", "outputAnnotatorType"], [61, 2, 1, "", "pretrained"], [61, 2, 1, "", "setCoalesceSentences"], [61, 2, 1, "", "setConfigProtoBytes"], [61, 2, 1, "", "setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier": [[62, 1, 1, "", "MedicalBertForTokenClassifier"]], "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier": [[62, 4, 1, "", "configProtoBytes"], [62, 2, 1, "", "getClasses"], [62, 4, 1, "", "inputAnnotatorTypes"], [62, 2, 1, "", "loadSavedModel"], [62, 2, 1, "", "loadSavedModelOpenSource"], [62, 4, 1, "", "maxSentenceLength"], [62, 4, 1, "", "name"], [62, 4, 1, "", "outputAnnotatorType"], [62, 2, 1, "", "pretrained"], [62, 2, 1, "", "setConfigProtoBytes"], [62, 2, 1, "", "setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification": [[63, 1, 1, "", "MedicalDistilBertForSequenceClassification"]], "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification": [[63, 4, 1, "", "coalesceSentences"], [63, 4, 1, "", "configProtoBytes"], [63, 2, 1, "", "getClasses"], [63, 4, 1, "", "inputAnnotatorTypes"], [63, 2, 1, "", "loadSavedModel"], [63, 2, 1, "", "loadSavedModelOpenSource"], [63, 4, 1, "", "maxSentenceLength"], [63, 4, 1, "", "name"], [63, 4, 1, "", "outputAnnotatorType"], [63, 2, 1, "", "pretrained"], [63, 2, 1, "", "setCoalesceSentences"], [63, 2, 1, "", "setConfigProtoBytes"], [63, 2, 1, "", "setMaxSentenceLength"]], "sparknlp_jsl.annotator.context": [[64, 0, 0, "-", "contextual_parser"]], "sparknlp_jsl.annotator.context.contextual_parser": [[64, 1, 1, "", "ContextualParserApproach"], [64, 1, 1, "", "ContextualParserModel"]], "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach": [[64, 4, 1, "", "caseSensitive"], [64, 4, 1, "", "completeContextMatch"], [64, 4, 1, "", "dictionary"], [64, 4, 1, "", "inputAnnotatorTypes"], [64, 4, 1, "", "jsonPath"], [64, 4, 1, "", "optionalContextRules"], [64, 4, 1, "", "outputAnnotatorType"], [64, 4, 1, "", "prefixAndSuffixMatch"], [64, 2, 1, "", "setCaseSensitive"], [64, 2, 1, "", "setCompleteContextMatch"], [64, 2, 1, "", "setDictionary"], [64, 2, 1, "", "setJsonPath"], [64, 2, 1, "", "setOptionalContextRules"], [64, 2, 1, "", "setPrefixAndSuffixMatch"], [64, 2, 1, "", "setShortestContextMatch"], [64, 4, 1, "", "shortestContextMatch"]], "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel": [[64, 4, 1, "", "caseSensitive"], [64, 4, 1, "", "inputAnnotatorTypes"], [64, 4, 1, "", "optionalContextRules"], [64, 4, 1, "", "outputAnnotatorType"], [64, 4, 1, "", "prefixAndSuffixMatch"], [64, 2, 1, "", "setCaseSensitive"], [64, 2, 1, "", "setOptionalContextRules"], [64, 2, 1, "", "setPrefixAndSuffixMatch"], [64, 2, 1, "", "setShortestContextMatch"], [64, 4, 1, "", "shortestContextMatch"]], "sparknlp_jsl.annotator.deid": [[66, 0, 0, "-", "deIdentification"], [67, 0, 0, "-", "doccument_hashcoder"], [69, 0, 0, "-", "name_obfuscator"], [70, 0, 0, "-", "reIdentification"], [71, 0, 0, "-", "replacer"]], "sparknlp_jsl.annotator.deid.deIdentification": [[66, 1, 1, "", "DeIdentification"], [66, 1, 1, "", "DeIdentificationModel"]], "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification": [[66, 4, 1, "", "ageRanges"], [66, 4, 1, "", "blackList"], [66, 4, 1, "", "consistentObfuscation"], [66, 4, 1, "", "dateFormats"], [66, 4, 1, "", "dateTag"], [66, 4, 1, "", "dateToYear"], [66, 4, 1, "", "days"], [66, 4, 1, "", "fixedMaskLength"], [66, 2, 1, "", "getBlackList"], [66, 2, 1, "", "getSameLengthFormattedEntities"], [66, 4, 1, "", "ignoreRegex"], [66, 4, 1, "", "inputAnnotatorTypes"], [66, 4, 1, "", "isRandomDateDisplacement"], [66, 4, 1, "", "language"], [66, 4, 1, "", "mappingsColumn"], [66, 4, 1, "", "maskingPolicy"], [66, 4, 1, "", "minYear"], [66, 4, 1, "", "mode"], [66, 4, 1, "", "name"], [66, 4, 1, "", "obfuscateDate"], [66, 4, 1, "", "obfuscateRefFile"], [66, 4, 1, "", "obfuscateRefSource"], [66, 4, 1, "", "outputAnnotatorType"], [66, 4, 1, "", "outputAsDocument"], [66, 4, 1, "", "refFileFormat"], [66, 4, 1, "", "refSep"], [66, 4, 1, "", "regexOverride"], [66, 4, 1, "", "regexPatternsDictionary"], [66, 4, 1, "", "region"], [66, 4, 1, "", "returnEntityMappings"], [66, 4, 1, "", "sameEntityThreshold"], [66, 4, 1, "", "sameLengthFormattedEntities"], [66, 4, 1, "", "seed"], [66, 4, 1, "", "selectiveObfuscationModesPath"], [66, 2, 1, "", "setAgeRanges"], [66, 2, 1, "", "setBlackList"], [66, 2, 1, "", "setConsistentObfuscation"], [66, 2, 1, "", "setDateFormats"], [66, 2, 1, "", "setDateTag"], [66, 2, 1, "", "setDateToYear"], [66, 2, 1, "", "setDays"], [66, 2, 1, "", "setFixedMaskLength"], [66, 2, 1, "", "setIgnoreRegex"], [66, 2, 1, "", "setIsRandomDateDisplacement"], [66, 2, 1, "", "setLanguage"], [66, 2, 1, "", "setMappingsColumn"], [66, 2, 1, "", "setMaskingPolicy"], [66, 2, 1, "", "setMinYear"], [66, 2, 1, "", "setMode"], [66, 2, 1, "", "setObfuscateDate"], [66, 2, 1, "", "setObfuscateRefFile"], [66, 2, 1, "", "setObfuscateRefSource"], [66, 2, 1, "", "setOutputAsDocument"], [66, 2, 1, "", "setRefFileFormat"], [66, 2, 1, "", "setRefSep"], [66, 2, 1, "", "setRegexOverride"], [66, 2, 1, "", "setRegexPatternsDictionary"], [66, 2, 1, "", "setRegion"], [66, 2, 1, "", "setReturnEntityMappings"], [66, 2, 1, "", "setSameEntityThreshold"], [66, 2, 1, "", "setSameLengthFormattedEntities"], [66, 2, 1, "", "setSeed"], [66, 2, 1, "", "setSelectiveObfuscationModes"], [66, 2, 1, "", "setUnnormalizedDateMode"], [66, 2, 1, "", "setUseShifDays"], [66, 2, 1, "", "setZipCodeTag"], [66, 4, 1, "", "unnormalizedDateMode"], [66, 4, 1, "", "useShifDays"], [66, 4, 1, "", "zipCodeTag"]], "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel": [[66, 4, 1, "", "ageRanges"], [66, 4, 1, "", "blackList"], [66, 4, 1, "", "consistentObfuscation"], [66, 4, 1, "id0", "dateFormats"], [66, 4, 1, "", "dateTag"], [66, 4, 1, "", "dateToYear"], [66, 4, 1, "", "days"], [66, 4, 1, "", "fixedMaskLength"], [66, 2, 1, "", "getBlackList"], [66, 2, 1, "", "getRegexEntities"], [66, 2, 1, "", "getSameLengthFormattedEntities"], [66, 4, 1, "", "ignoreRegex"], [66, 4, 1, "", "inputAnnotatorTypes"], [66, 4, 1, "", "isRandomDateDisplacement"], [66, 4, 1, "", "language"], [66, 4, 1, "", "mappingsColumn"], [66, 4, 1, "", "maskingPolicy"], [66, 4, 1, "", "minYear"], [66, 4, 1, "id13", "mode"], [66, 4, 1, "", "name"], [66, 4, 1, "", "obfuscateDate"], [66, 4, 1, "", "obfuscateRefSource"], [66, 4, 1, "", "outputAnnotatorType"], [66, 4, 1, "", "outputAsDocument"], [66, 2, 1, "", "pretrained"], [66, 4, 1, "", "regexEntities"], [66, 4, 1, "", "regexOverride"], [66, 4, 1, "", "region"], [66, 4, 1, "", "returnEntityMappings"], [66, 4, 1, "", "sameEntityThreshold"], [66, 4, 1, "", "sameLengthFormattedEntities"], [66, 4, 1, "", "seed"], [66, 2, 1, "", "setAgeRanges"], [66, 2, 1, "", "setBlackList"], [66, 2, 1, "", "setConsistentObfuscation"], [66, 2, 1, "", "setDateFormats"], [66, 2, 1, "", "setDateTag"], [66, 2, 1, "", "setDateToYear"], [66, 2, 1, "", "setDays"], [66, 2, 1, "", "setFixedMaskLength"], [66, 2, 1, "", "setIgnoreRegex"], [66, 2, 1, "", "setIsRandomDateDisplacement"], [66, 2, 1, "", "setLanguage"], [66, 2, 1, "", "setMappingsColumn"], [66, 2, 1, "", "setMaskingPolicy"], [66, 2, 1, "", "setMinYear"], [66, 2, 1, "", "setMode"], [66, 2, 1, "", "setObfuscateDate"], [66, 2, 1, "", "setObfuscateRefSource"], [66, 2, 1, "", "setOutputAsDocument"], [66, 2, 1, "", "setRegexOverride"], [66, 2, 1, "", "setRegion"], [66, 2, 1, "", "setReturnEntityMappings"], [66, 2, 1, "", "setSameEntityThreshold"], [66, 2, 1, "", "setSameLengthFormattedEntities"], [66, 2, 1, "", "setSeed"], [66, 2, 1, "", "setUnnormalizedDateMode"], [66, 2, 1, "", "setUseShifDays"], [66, 2, 1, "", "setZipCodeTag"], [66, 4, 1, "", "unnormalizedDateMode"], [66, 4, 1, "", "useShifDays"], [66, 4, 1, "", "zipCodeTag"]], "sparknlp_jsl.annotator.deid.doccument_hashcoder": [[67, 1, 1, "", "DocumentHashCoder"]], "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder": [[67, 4, 1, "", "dateShiftColumn"], [67, 4, 1, "", "inputAnnotatorTypes"], [67, 4, 1, "", "name"], [67, 4, 1, "", "newDateShift"], [67, 4, 1, "", "outputAnnotatorType"], [67, 4, 1, "", "patientIdColumn"], [67, 4, 1, "", "rangeDays"], [67, 4, 1, "", "seed"], [67, 2, 1, "", "setDateShiftColumn"], [67, 2, 1, "", "setNewDateShift"], [67, 2, 1, "", "setParams"], [67, 2, 1, "", "setPatientIdColumn"], [67, 2, 1, "", "setRangeDays"], [67, 2, 1, "", "setSeed"]], "sparknlp_jsl.annotator.deid.name_obfuscator": [[69, 1, 1, "", "NameChunkObfuscator"], [69, 1, 1, "", "NameChunkObfuscatorApproach"]], "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator": [[69, 4, 1, "", "inputAnnotatorTypes"], [69, 4, 1, "", "language"], [69, 4, 1, "", "obfuscateRefSource"], [69, 4, 1, "", "outputAnnotatorType"], [69, 2, 1, "", "pretrained"], [69, 4, 1, "", "sameLength"], [69, 4, 1, "", "seed"], [69, 2, 1, "", "setLanguage"], [69, 2, 1, "", "setObfuscateRefSource"], [69, 2, 1, "", "setSameLength"], [69, 2, 1, "", "setSeed"]], "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach": [[69, 4, 1, "", "inputAnnotatorTypes"], [69, 4, 1, "", "language"], [69, 4, 1, "", "obfuscateRefFile"], [69, 4, 1, "", "obfuscateRefSource"], [69, 4, 1, "", "outputAnnotatorType"], [69, 4, 1, "", "refFileFormat"], [69, 4, 1, "", "refSep"], [69, 4, 1, "", "sameLength"], [69, 4, 1, "", "seed"], [69, 2, 1, "", "setLanguage"], [69, 2, 1, "", "setObfuscateRefFile"], [69, 2, 1, "", "setObfuscateRefSource"], [69, 2, 1, "", "setRefFileFormat"], [69, 2, 1, "", "setRefSep"], [69, 2, 1, "", "setSameLength"], [69, 2, 1, "", "setSeed"]], "sparknlp_jsl.annotator.deid.reIdentification": [[70, 1, 1, "", "ReIdentification"]], "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification": [[70, 4, 1, "", "inputAnnotatorTypes"], [70, 4, 1, "", "name"], [70, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.deid.replacer": [[71, 1, 1, "", "Replacer"]], "sparknlp_jsl.annotator.deid.replacer.Replacer": [[71, 2, 1, "", "getUseReplacement"], [71, 4, 1, "", "inputAnnotatorTypes"], [71, 4, 1, "", "name"], [71, 4, 1, "", "outputAnnotatorType"], [71, 2, 1, "", "setUseReplacement"], [71, 4, 1, "", "useReplacement"]], "sparknlp_jsl.annotator.disambiguation": [[73, 0, 0, "-", "ner_disambiguator"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator": [[73, 1, 1, "", "NerDisambiguator"], [73, 1, 1, "", "NerDisambiguatorModel"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator": [[73, 4, 1, "", "embeddingTypeParam"], [73, 4, 1, "", "inputAnnotatorTypes"], [73, 4, 1, "", "levenshteinDistanceThresholdParam"], [73, 4, 1, "", "narrowWithApproximateMatching"], [73, 4, 1, "", "nearMatchingGapParam"], [73, 4, 1, "", "numFirstChars"], [73, 4, 1, "", "outputAnnotatorType"], [73, 4, 1, "", "predictionsLimit"], [73, 4, 1, "", "s3KnowledgeBaseName"], [73, 2, 1, "", "setEmbeddingType"], [73, 2, 1, "", "setLevenshteinDistanceThresholdParam"], [73, 2, 1, "", "setNarrowWithApproximateMatching"], [73, 2, 1, "", "setNearMatchingGapParam"], [73, 2, 1, "", "setNumFirstChars"], [73, 2, 1, "", "setPredictionLimit"], [73, 2, 1, "", "setS3KnowledgeBaseName"], [73, 2, 1, "", "setTokenSearch"], [73, 4, 1, "", "tokenSearch"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel": [[73, 4, 1, "", "embeddingTypeParam"], [73, 4, 1, "", "inputAnnotatorTypes"], [73, 4, 1, "", "levenshteinDistanceThresholdParam"], [73, 4, 1, "", "name"], [73, 4, 1, "", "narrowWithApproximateMatching"], [73, 4, 1, "", "nearMatchingGapParam"], [73, 4, 1, "", "numFirstChars"], [73, 4, 1, "", "outputAnnotatorType"], [73, 4, 1, "", "predictionsLimit"], [73, 2, 1, "", "pretrained"], [73, 2, 1, "", "setEmbeddingType"], [73, 2, 1, "", "setLevenshteinDistanceThresholdParam"], [73, 2, 1, "", "setNarrowWithApproximateMatching"], [73, 2, 1, "", "setNearMatchingGapParam"], [73, 2, 1, "", "setNumFirstChars"], [73, 2, 1, "", "setPredictionLimit"], [73, 2, 1, "", "setTokenSearch"], [73, 4, 1, "", "tokenSearch"]], "sparknlp_jsl.annotator.doc2_chunk_internal": [[74, 1, 1, "", "Doc2ChunkInternal"]], "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal": [[74, 4, 1, "", "chunkCol"], [74, 4, 1, "", "failOnMissing"], [74, 4, 1, "", "inputAnnotatorTypes"], [74, 4, 1, "", "isArray"], [74, 4, 1, "", "lowerCase"], [74, 4, 1, "", "name"], [74, 2, 1, "", "setChunkCol"], [74, 2, 1, "", "setFailOnMissing"], [74, 2, 1, "", "setIsArray"], [74, 2, 1, "", "setLowerCase"], [74, 2, 1, "", "setParams"], [74, 2, 1, "", "setStartCol"], [74, 2, 1, "", "setStartColByTokenIndex"], [74, 4, 1, "", "startCol"], [74, 4, 1, "", "startColByTokenIndex"]], "sparknlp_jsl.annotator.embeddings": [[75, 0, 0, "-", "average_embeddings"], [76, 0, 0, "-", "bert_sentence_embeddings"], [77, 0, 0, "-", "entity_chunk_embeddings"]], "sparknlp_jsl.annotator.embeddings.average_embeddings": [[75, 1, 1, "", "AverageEmbeddings"]], "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings": [[75, 4, 1, "", "inputAnnotatorTypes"], [75, 4, 1, "", "name"], [75, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings": [[76, 1, 1, "", "BertSentenceChunkEmbeddings"]], "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings": [[76, 4, 1, "", "chunkWeight"], [76, 4, 1, "", "inputAnnotatorTypes"], [76, 2, 1, "", "load"], [76, 4, 1, "", "name"], [76, 4, 1, "", "outputAnnotatorType"], [76, 2, 1, "", "pretrained"], [76, 2, 1, "", "setChunkWeight"]], "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings": [[77, 1, 1, "", "EntityChunkEmbeddings"]], "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings": [[77, 4, 1, "", "entityWeights"], [77, 4, 1, "", "inputAnnotatorTypes"], [77, 4, 1, "", "maxSyntacticDistance"], [77, 4, 1, "", "name"], [77, 4, 1, "", "outputAnnotatorType"], [77, 2, 1, "", "pretrained"], [77, 2, 1, "", "setEntityWeights"], [77, 2, 1, "", "setMaxSyntacticDistance"], [77, 2, 1, "", "setTargetEntities"], [77, 4, 1, "", "targetEntities"]], "sparknlp_jsl.annotator.feature_assembler": [[79, 1, 1, "", "FeaturesAssembler"]], "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler": [[79, 4, 1, "", "inputAnnotatorTypes"], [79, 4, 1, "", "inputCols"], [79, 4, 1, "", "name"], [79, 4, 1, "", "outputAnnotatorType"], [79, 4, 1, "", "outputCol"], [79, 2, 1, "", "setInputCols"], [79, 2, 1, "", "setOutputCol"], [79, 2, 1, "", "setParams"], [79, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.generic_classifier": [[80, 0, 0, "-", "generic_classifier"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier": [[80, 1, 1, "", "GenericClassifierApproach"], [80, 1, 1, "", "GenericClassifierModel"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach": [[80, 4, 1, "", "batchSize"], [80, 4, 1, "", "dropout"], [80, 4, 1, "", "epochsN"], [80, 4, 1, "", "featureScaling"], [80, 4, 1, "", "fixImbalance"], [80, 4, 1, "", "inputAnnotatorTypes"], [80, 4, 1, "", "labelColumn"], [80, 4, 1, "", "learningRate"], [80, 4, 1, "", "modelFile"], [80, 4, 1, "", "multiClass"], [80, 4, 1, "", "outputAnnotatorType"], [80, 4, 1, "", "outputLogsPath"], [80, 2, 1, "", "setBatchSize"], [80, 2, 1, "", "setDropout"], [80, 2, 1, "", "setEpochsNumber"], [80, 2, 1, "", "setFeatureScaling"], [80, 2, 1, "", "setFixImbalance"], [80, 2, 1, "", "setLabelCol"], [80, 2, 1, "", "setLearningRate"], [80, 2, 1, "", "setModelFile"], [80, 2, 1, "", "setMultiClass"], [80, 2, 1, "", "setOutputLogsPath"], [80, 2, 1, "", "setValidationSplit"], [80, 4, 1, "", "validationSplit"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel": [[80, 4, 1, "", "classes"], [80, 4, 1, "", "inputAnnotatorTypes"], [80, 4, 1, "", "multiClass"], [80, 4, 1, "", "name"], [80, 4, 1, "", "outputAnnotatorType"], [80, 2, 1, "", "pretrained"], [80, 2, 1, "", "setMultiClass"]], "sparknlp_jsl.annotator.merge": [[83, 0, 0, "-", "chunk_merge"]], "sparknlp_jsl.annotator.merge.chunk_merge": [[83, 1, 1, "", "ChunkMergeApproach"], [83, 1, 1, "", "ChunkMergeModel"], [83, 1, 1, "", "FilteringParams"], [83, 1, 1, "", "MergeCommonParams"], [83, 1, 1, "", "MergePrioritizationParams"], [83, 1, 1, "", "MergeResourceParams"]], "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach": [[83, 4, 1, "", "inputAnnotatorTypes"], [83, 4, 1, "", "name"], [83, 4, 1, "", "outputAnnotatorType"], [83, 2, 1, "", "setInputCols"]], "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel": [[83, 4, 1, "", "inputAnnotatorTypes"], [83, 4, 1, "", "name"], [83, 4, 1, "", "outputAnnotatorType"], [83, 2, 1, "", "pretrained"], [83, 2, 1, "", "setInputCols"]], "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams": [[83, 4, 1, "", "blackList"], [83, 4, 1, "", "criteria"], [83, 4, 1, "", "entitiesConfidence"], [83, 4, 1, "", "filterValue"], [83, 4, 1, "", "regex"], [83, 2, 1, "", "setBlackList"], [83, 2, 1, "", "setCriteria"], [83, 2, 1, "", "setFilterValue"], [83, 2, 1, "", "setRegex"], [83, 2, 1, "", "setWhiteList"], [83, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams": [[83, 4, 1, "", "mergeOverlapping"], [83, 2, 1, "", "setMergeOverlapping"]], "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams": [[83, 4, 1, "", "chunkPrecedence"], [83, 4, 1, "", "chunkPrecedenceValuePrioritization"], [83, 4, 1, "", "defaultConfidence"], [83, 4, 1, "", "orderingFeatures"], [83, 4, 1, "", "selectionStrategy"], [83, 2, 1, "", "setChunkPrecedence"], [83, 2, 1, "", "setChunkPrecedenceValuePrioritization"], [83, 2, 1, "", "setDefaultConfidence"], [83, 2, 1, "", "setOrderingFeatures"], [83, 2, 1, "", "setSelectionStrategy"]], "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams": [[83, 4, 1, "", "entitiesConfidenceResource"], [83, 4, 1, "", "falsePositivesResource"], [83, 4, 1, "", "replaceDictResource"], [83, 2, 1, "", "setEntitiesConfidenceResource"], [83, 2, 1, "", "setFalsePositivesResource"], [83, 2, 1, "", "setReplaceDictResource"]], "sparknlp_jsl.annotator.ner": [[86, 0, 0, "-", "iob_tagger"], [87, 0, 0, "-", "medical_ner"], [88, 0, 0, "-", "ner_chunker"], [89, 0, 0, "-", "ner_converter_internal"], [90, 0, 0, "-", "zero_shot_ner"]], "sparknlp_jsl.annotator.ner.iob_tagger": [[86, 1, 1, "", "IOBTagger"]], "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger": [[86, 4, 1, "", "inputAnnotatorTypes"], [86, 4, 1, "", "name"], [86, 4, 1, "", "outputAnnotatorType"], [86, 4, 1, "", "scheme"], [86, 2, 1, "", "setScheme"]], "sparknlp_jsl.annotator.ner.medical_ner": [[87, 1, 1, "", "MedicalNerApproach"], [87, 1, 1, "", "MedicalNerModel"]], "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach": [[87, 4, 1, "", "batchSize"], [87, 4, 1, "", "configProtoBytes"], [87, 4, 1, "", "dropout"], [87, 4, 1, "", "earlyStoppingCriterion"], [87, 4, 1, "", "earlyStoppingPatience"], [87, 4, 1, "", "enableMemoryOptimizer"], [87, 4, 1, "", "graphFile"], [87, 4, 1, "", "graphFolder"], [87, 4, 1, "", "includeAllConfidenceScores"], [87, 4, 1, "", "includeConfidence"], [87, 4, 1, "", "inputAnnotatorTypes"], [87, 4, 1, "", "logPrefix"], [87, 4, 1, "", "lr"], [87, 4, 1, "", "outputAnnotatorType"], [87, 4, 1, "", "overrideExistingTags"], [87, 4, 1, "", "po"], [87, 4, 1, "", "pretrainedModelPath"], [87, 4, 1, "", "randomValidationSplitPerEpoch"], [87, 2, 1, "", "setBatchSize"], [87, 2, 1, "", "setConfigProtoBytes"], [87, 2, 1, "", "setDropout"], [87, 2, 1, "", "setEarlyStoppingCriterion"], [87, 2, 1, "", "setEarlyStoppingPatience"], [87, 2, 1, "", "setEnableMemoryOptimizer"], [87, 2, 1, "", "setGraphFile"], [87, 2, 1, "", "setGraphFolder"], [87, 2, 1, "", "setIncludeAllConfidenceScores"], [87, 2, 1, "", "setIncludeConfidence"], [87, 2, 1, "", "setLogPrefix"], [87, 2, 1, "", "setLr"], [87, 2, 1, "", "setOverrideExistingTags"], [87, 2, 1, "", "setPo"], [87, 2, 1, "", "setPretrainedModelPath"], [87, 2, 1, "", "setRandomValidationSplitPerEpoch"], [87, 2, 1, "", "setTagsMapping"], [87, 2, 1, "", "setUseBestModel"], [87, 2, 1, "", "setUseContrib"], [87, 2, 1, "", "setValidationSplit"], [87, 4, 1, "", "tagsMapping"], [87, 4, 1, "", "useBestModel"], [87, 4, 1, "", "useContrib"]], "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel": [[87, 4, 1, "", "classes"], [87, 4, 1, "", "configProtoBytes"], [87, 2, 1, "", "getTrainingClassDistribution"], [87, 4, 1, "", "includeAllConfidenceScores"], [87, 4, 1, "", "includeConfidence"], [87, 4, 1, "", "inferenceBatchSize"], [87, 4, 1, "", "inputAnnotatorTypes"], [87, 4, 1, "", "labelCasing"], [87, 2, 1, "", "loadSavedModel"], [87, 4, 1, "", "name"], [87, 4, 1, "", "outputAnnotatorType"], [87, 2, 1, "id0", "pretrained"], [87, 2, 1, "", "setConfigProtoBytes"], [87, 2, 1, "", "setIncludeConfidence"], [87, 2, 1, "", "setInferenceBatchSize"], [87, 2, 1, "", "setLabelCasing"], [87, 4, 1, "", "trainingClassDistribution"]], "sparknlp_jsl.annotator.ner.ner_chunker": [[88, 1, 1, "", "NerChunker"]], "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker": [[88, 4, 1, "", "inputAnnotatorTypes"], [88, 4, 1, "", "name"], [88, 4, 1, "", "outputAnnotatorType"], [88, 4, 1, "", "regexParsers"], [88, 2, 1, "", "setRegexParsers"]], "sparknlp_jsl.annotator.ner.ner_converter_internal": [[89, 1, 1, "", "CommonNerConverterInternalParams"], [89, 1, 1, "", "NerConverterInternal"], [89, 1, 1, "", "NerConverterInternalModel"]], "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams": [[89, 4, 1, "", "blackList"], [89, 4, 1, "", "greedyMode"], [89, 4, 1, "", "ignoreStopWords"], [89, 4, 1, "", "preservePosition"], [89, 2, 1, "", "setBlackList"], [89, 2, 1, "", "setGreedyMode"], [89, 2, 1, "", "setIgnoreStopWords"], [89, 2, 1, "", "setPreservePosition"], [89, 2, 1, "", "setThreshold"], [89, 2, 1, "", "setWhiteList"], [89, 4, 1, "", "threshold"], [89, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal": [[89, 4, 1, "", "inputAnnotatorTypes"], [89, 4, 1, "", "name"], [89, 4, 1, "", "outputAnnotatorType"], [89, 4, 1, "", "replaceDictResource"], [89, 4, 1, "", "replaceLabels"], [89, 2, 1, "", "setReplaceDictResource"], [89, 2, 1, "", "setReplaceLabels"]], "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel": [[89, 4, 1, "", "inputAnnotatorTypes"], [89, 4, 1, "", "name"], [89, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.ner.zero_shot_ner": [[90, 1, 1, "", "ZeroShotNerModel"]], "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel": [[90, 2, 1, "", "getClasses"], [90, 4, 1, "", "ignoreEntities"], [90, 4, 1, "", "inputAnnotatorTypes"], [90, 2, 1, "", "load"], [90, 4, 1, "", "name"], [90, 4, 1, "", "outputAnnotatorType"], [90, 4, 1, "", "predictionThreshold"], [90, 2, 1, "", "pretrained"], [90, 2, 1, "", "setEntityDefinitions"], [90, 2, 1, "", "setPredictionThreshold"]], "sparknlp_jsl.annotator.normalizer": [[91, 0, 0, "-", "date_normalizer"], [92, 0, 0, "-", "drug_normalizer"]], "sparknlp_jsl.annotator.normalizer.date_normalizer": [[91, 1, 1, "", "DateNormalizer"]], "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer": [[91, 4, 1, "", "anchorDateDay"], [91, 4, 1, "", "anchorDateMonth"], [91, 4, 1, "", "anchorDateYear"], [91, 4, 1, "", "defaultReplacementDay"], [91, 4, 1, "", "defaultReplacementMonth"], [91, 4, 1, "", "defaultReplacementYear"], [91, 4, 1, "", "inputAnnotatorTypes"], [91, 4, 1, "", "name"], [91, 4, 1, "", "outputAnnotatorType"], [91, 4, 1, "", "outputDateFormat"], [91, 2, 1, "", "setAnchorDateDay"], [91, 2, 1, "", "setAnchorDateMonth"], [91, 2, 1, "", "setAnchorDateYear"], [91, 2, 1, "", "setDefaultReplacementDay"], [91, 2, 1, "", "setDefaultReplacementMonth"], [91, 2, 1, "", "setDefaultReplacementYear"], [91, 2, 1, "", "setOutputDateformat"]], "sparknlp_jsl.annotator.normalizer.drug_normalizer": [[92, 1, 1, "", "DrugNormalizer"]], "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer": [[92, 4, 1, "", "inputAnnotatorTypes"], [92, 4, 1, "", "lowercase"], [92, 4, 1, "", "outputAnnotatorType"], [92, 4, 1, "", "policy"], [92, 2, 1, "", "setLowercase"], [92, 2, 1, "", "setPolicy"]], "sparknlp_jsl.annotator.qa": [[94, 0, 0, "-", "gpt_generation_params"], [96, 0, 0, "-", "medical_qa"], [97, 0, 0, "-", "qa_ner_generator"]], "sparknlp_jsl.annotator.qa.gpt_generation_params": [[94, 1, 1, "", "GPTGenerationParams"]], "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams": [[94, 4, 1, "", "doSample"], [94, 4, 1, "", "ignoreTokenIds"], [94, 4, 1, "", "maxContextLength"], [94, 4, 1, "", "maxNewTokens"], [94, 2, 1, "", "setDoSample"], [94, 2, 1, "", "setIgnoreTokenIds"], [94, 2, 1, "", "setMaxContextLength"], [94, 2, 1, "", "setMaxNewTokens"], [94, 2, 1, "", "setRandomSeed"], [94, 2, 1, "", "setTopK"], [94, 4, 1, "", "topK"]], "sparknlp_jsl.annotator.qa.medical_qa": [[96, 1, 1, "", "MedicalQuestionAnswering"]], "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering": [[96, 4, 1, "", "configProtoBytes"], [96, 2, 1, "", "getQuestionTypes"], [96, 4, 1, "", "inputAnnotatorTypes"], [96, 2, 1, "", "loadSavedModel"], [96, 4, 1, "", "name"], [96, 4, 1, "", "outputAnnotatorType"], [96, 2, 1, "", "pretrained"], [96, 4, 1, "", "questionType"], [96, 2, 1, "", "setConfigProtoBytes"], [96, 2, 1, "", "setQuestionAnswerTerminals"], [96, 2, 1, "", "setQuestionPrompts"], [96, 2, 1, "", "setQuestionSkipLastToken"], [96, 2, 1, "", "setQuestionType"], [96, 2, 1, "", "setUseCache"], [96, 4, 1, "", "useCache"]], "sparknlp_jsl.annotator.qa.qa_ner_generator": [[97, 1, 1, "", "NerQuestionGenerator"]], "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator": [[97, 4, 1, "", "entities1"], [97, 4, 1, "", "entities2"], [97, 4, 1, "", "inputAnnotatorTypes"], [97, 4, 1, "", "name"], [97, 4, 1, "", "outputAnnotatorType"], [97, 4, 1, "", "questionMark"], [97, 4, 1, "", "questionPronoun"], [97, 2, 1, "", "setEntities1"], [97, 2, 1, "", "setEntities2"], [97, 2, 1, "", "setQuestionMark"], [97, 2, 1, "", "setQuestionPronoun"], [97, 2, 1, "", "setStrategyType"], [97, 4, 1, "", "strategyType"]], "sparknlp_jsl.annotator.re": [[99, 0, 0, "-", "relation_extraction"], [100, 0, 0, "-", "relation_extraction_dl"], [101, 0, 0, "-", "relation_ner_chunk_filter"], [102, 0, 0, "-", "zero_shot_relation_extraction"]], "sparknlp_jsl.annotator.re.relation_extraction": [[99, 1, 1, "", "GenericREModel"], [99, 1, 1, "", "PosologyREModel"], [99, 1, 1, "", "RelationExtractionApproach"], [99, 1, 1, "", "RelationExtractionModel"]], "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach": [[99, 4, 1, "", "customLabels"], [99, 4, 1, "", "fromEntityBeginCol"], [99, 4, 1, "", "fromEntityEndCol"], [99, 4, 1, "", "fromEntityLabelCol"], [99, 4, 1, "", "inputAnnotatorTypes"], [99, 4, 1, "", "maxSyntacticDistance"], [99, 4, 1, "", "name"], [99, 4, 1, "", "outputAnnotatorType"], [99, 4, 1, "", "overrideExistingLabels"], [99, 4, 1, "", "pretrainedModelPath"], [99, 4, 1, "", "relationDirectionCol"], [99, 2, 1, "", "setCustomLabels"], [99, 2, 1, "", "setFromEntity"], [99, 2, 1, "", "setMaxSyntacticDistance"], [99, 2, 1, "", "setPretrainedModelPath"], [99, 2, 1, "", "setRelationDirectionCol"], [99, 2, 1, "", "setToEntity"], [99, 2, 1, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setverrideExistingLabels", "set\u041everrideExistingLabels"], [99, 4, 1, "", "toEntityBeginCol"], [99, 4, 1, "", "toEntityEndCol"], [99, 4, 1, "", "toEntityLabelCol"]], "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel": [[99, 4, 1, "", "classes"], [99, 4, 1, "", "customLabels"], [99, 2, 1, "", "getClasses"], [99, 2, 1, "", "getRelationTypePerPair"], [99, 4, 1, "", "inputAnnotatorTypes"], [99, 4, 1, "", "maxSyntacticDistance"], [99, 4, 1, "", "name"], [99, 4, 1, "", "outputAnnotatorType"], [99, 4, 1, "", "predictionThreshold"], [99, 2, 1, "", "pretrained"], [99, 4, 1, "", "relationPairs"], [99, 4, 1, "", "relationPairsCaseSensitive"], [99, 2, 1, "", "setCustomLabels"], [99, 2, 1, "", "setMaxSyntacticDistance"], [99, 2, 1, "", "setPredictionThreshold"], [99, 2, 1, "", "setRelationPairs"], [99, 2, 1, "", "setRelationPairsCaseSensitive"], [99, 2, 1, "", "setRelationTypePerPair"]], "sparknlp_jsl.annotator.re.relation_extraction_dl": [[100, 1, 1, "", "RelationExtractionDLModel"]], "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel": [[100, 4, 1, "", "batchSize"], [100, 4, 1, "", "classes"], [100, 4, 1, "", "customLabels"], [100, 2, 1, "", "getClasses"], [100, 4, 1, "", "inputAnnotatorTypes"], [100, 2, 1, "", "loadSavedModel"], [100, 4, 1, "", "name"], [100, 4, 1, "", "outputAnnotatorType"], [100, 4, 1, "", "predictionThreshold"], [100, 2, 1, "", "pretrained"], [100, 2, 1, "", "setBatchSize"], [100, 2, 1, "", "setCaseSensitive"], [100, 2, 1, "", "setCustomLabels"], [100, 2, 1, "", "setPredictionThreshold"]], "sparknlp_jsl.annotator.re.relation_ner_chunk_filter": [[101, 1, 1, "", "RENerChunksFilter"]], "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter": [[101, 4, 1, "", "docLevelRelations"], [101, 4, 1, "", "inputAnnotatorTypes"], [101, 4, 1, "", "maxSyntacticDistance"], [101, 4, 1, "", "name"], [101, 4, 1, "", "outputAnnotatorType"], [101, 4, 1, "", "relationPairs"], [101, 4, 1, "", "relationPairsCaseSensitive"], [101, 2, 1, "", "setDocLevelRelations"], [101, 2, 1, "", "setMaxSyntacticDistance"], [101, 2, 1, "", "setRelationPairs"], [101, 2, 1, "", "setRelationPairsCaseSensitive"]], "sparknlp_jsl.annotator.re.zero_shot_relation_extraction": [[102, 1, 1, "", "ZeroShotRelationExtractionModel"]], "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel": [[102, 2, 1, "", "getClasses"], [102, 4, 1, "", "inputAnnotatorTypes"], [102, 2, 1, "", "loadSavedModel"], [102, 4, 1, "", "multiLabel"], [102, 4, 1, "", "outputAnnotatorType"], [102, 4, 1, "", "predictionThreshold"], [102, 2, 1, "", "pretrained"], [102, 2, 1, "", "setRelationalCategories"]], "sparknlp_jsl.annotator.resolution": [[104, 0, 0, "-", "resolver_merger"], [105, 0, 0, "-", "sentence_entity_resolver"]], "sparknlp_jsl.annotator.resolution.resolver_merger": [[104, 1, 1, "", "ResolverMerger"]], "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger": [[104, 4, 1, "", "inputAnnotatorTypes"], [104, 4, 1, "", "name"], [104, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver": [[105, 1, 1, "", "SentenceEntityResolverApproach"], [105, 1, 1, "", "SentenceEntityResolverModel"], [105, 1, 1, "", "SentenceResolverParams"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach": [[105, 4, 1, "", "aux_label_col"], [105, 4, 1, "", "dropCodesList"], [105, 4, 1, "", "inputAnnotatorTypes"], [105, 4, 1, "", "labelCol"], [105, 4, 1, "", "normalizedCol"], [105, 4, 1, "", "outputAnnotatorType"], [105, 4, 1, "", "overrideExistingCodes"], [105, 4, 1, "", "pretrainedModelPath"], [105, 4, 1, "", "returnCosineDistances"], [105, 2, 1, "", "setAuxLabelCol"], [105, 2, 1, "", "setDropCodesList"], [105, 2, 1, "", "setExtractCosineDistances"], [105, 2, 1, "", "setLabelCol"], [105, 2, 1, "", "setNormalizedCol"], [105, 2, 1, "", "setOverrideExistingCodes"], [105, 2, 1, "", "setPretrainedModelPath"], [105, 2, 1, "", "setUseAuxLabel"], [105, 4, 1, "", "useAuxLabel"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel": [[105, 4, 1, "", "aux_label_col"], [105, 4, 1, "", "inputAnnotatorTypes"], [105, 4, 1, "", "name"], [105, 4, 1, "", "outputAnnotatorType"], [105, 2, 1, "", "pretrained"], [105, 4, 1, "", "returnCosineDistances"], [105, 4, 1, "", "searchTree"], [105, 2, 1, "", "setAuxLabelCol"], [105, 2, 1, "", "setSearchTree"], [105, 2, 1, "", "setUseAuxLabel"], [105, 4, 1, "", "useAuxLabel"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams": [[105, 4, 1, "", "confidenceFunction"], [105, 4, 1, "", "distanceFunction"], [105, 4, 1, "", "inputAnnotatorTypes"], [105, 4, 1, "", "missAsEmpty"], [105, 4, 1, "", "neighbours"], [105, 2, 1, "", "setConfidenceFunction"], [105, 2, 1, "", "setDistanceFunction"], [105, 2, 1, "", "setMissAsEmpty"], [105, 2, 1, "", "setNeighbours"], [105, 2, 1, "", "setThreshold"], [105, 4, 1, "", "threshold"]], "sparknlp_jsl.annotator.resolution2_chunk": [[106, 1, 1, "", "Resolution2Chunk"]], "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk": [[106, 4, 1, "", "inputAnnotatorTypes"], [106, 4, 1, "", "name"], [106, 4, 1, "", "outputAnnotatorType"], [106, 2, 1, "", "setParams"]], "sparknlp_jsl.annotator.router": [[107, 1, 1, "", "Router"]], "sparknlp_jsl.annotator.router.Router": [[107, 4, 1, "", "filterFieldsElements"], [107, 4, 1, "", "inputAnnotatorTypes"], [107, 4, 1, "", "inputType"], [107, 4, 1, "", "metadataField"], [107, 4, 1, "", "name"], [107, 4, 1, "", "outputAnnotatorType"], [107, 2, 1, "", "setFilterFieldsElements"], [107, 2, 1, "", "setInputCols"], [107, 2, 1, "", "setInputType"], [107, 2, 1, "", "setMetadataField"], [107, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.seq2seq": [[109, 0, 0, "-", "medical_encoder_decoder"], [110, 0, 0, "-", "medical_summarizer"], [111, 0, 0, "-", "medical_text_generator"]], "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder": [[109, 1, 1, "", "MedicalEncoderDecoder"]], "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder": [[109, 4, 1, "", "configProtoBytes"], [109, 4, 1, "", "doSample"], [109, 4, 1, "", "ignoreTokenIds"], [109, 4, 1, "", "inputAnnotatorTypes"], [109, 4, 1, "", "maxNewTokens"], [109, 4, 1, "", "maxTextLength"], [109, 4, 1, "", "name"], [109, 4, 1, "", "outputAnnotatorType"], [109, 4, 1, "", "randomSeed"], [109, 2, 1, "", "setConfigProtoBytes"], [109, 2, 1, "", "setDoSample"], [109, 2, 1, "", "setIgnoreTokenIds"], [109, 2, 1, "", "setMaxNewTokens"], [109, 2, 1, "", "setMaxTextLength"], [109, 2, 1, "", "setRandomSeed"], [109, 2, 1, "", "setStopAtEos"], [109, 2, 1, "", "setTopK"], [109, 4, 1, "", "stopAtEos"], [109, 4, 1, "", "task"], [109, 4, 1, "", "topK"], [109, 4, 1, "", "useCache"]], "sparknlp_jsl.annotator.seq2seq.medical_summarizer": [[110, 1, 1, "", "MedicalSummarizer"]], "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer": [[110, 2, 1, "", "loadSavedModel"], [110, 4, 1, "", "name"], [110, 2, 1, "", "pretrained"]], "sparknlp_jsl.annotator.seq2seq.medical_text_generator": [[111, 1, 1, "", "MedicalTextGenerator"]], "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator": [[111, 4, 1, "", "configProtoBytes"], [111, 4, 1, "", "inputAnnotatorTypes"], [111, 2, 1, "", "loadSavedModel"], [111, 4, 1, "", "maxTextLength"], [111, 4, 1, "", "modelType"], [111, 4, 1, "", "name"], [111, 4, 1, "", "outputAnnotatorType"], [111, 2, 1, "", "pretrained"], [111, 2, 1, "", "setConfigProtoBytes"], [111, 2, 1, "", "setMaxTextLength"], [111, 2, 1, "", "setStopAtEos"], [111, 2, 1, "", "setUseCache"], [111, 4, 1, "", "stopAtEos"], [111, 4, 1, "", "useCache"]], "sparknlp_jsl.annotator.source_tracking_metadata_params": [[112, 1, 1, "", "SourceTrackingMetadataParams"]], "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams": [[112, 4, 1, "", "allPossibleFieldsToStandardize"], [112, 4, 1, "", "includeOutputColumn"], [112, 4, 1, "", "includeStandardField"], [112, 4, 1, "", "outputColumnKey"], [112, 2, 1, "", "setAllPossibleFieldsToStandardize"], [112, 2, 1, "", "setIncludeOutputColumn"], [112, 2, 1, "", "setIncludeStandardField"], [112, 2, 1, "", "setOutputColumnKey"], [112, 2, 1, "", "setStandardFieldKey"], [112, 4, 1, "", "standardFieldKey"]], "sparknlp_jsl.annotator.tf_graph_builder": [[113, 1, 1, "", "TFGraphBuilder"], [113, 1, 1, "", "TFGraphBuilderModel"]], "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder": [[113, 4, 1, "", "batchNorm"], [113, 2, 1, "", "getBatchNorm"], [113, 2, 1, "", "getGraphFile"], [113, 2, 1, "", "getGraphFolder"], [113, 2, 1, "", "getHiddenAct"], [113, 2, 1, "", "getHiddenActL2"], [113, 2, 1, "", "getHiddenLayers"], [113, 2, 1, "", "getHiddenUnitsNumber"], [113, 2, 1, "", "getHiddenWeightsL2"], [113, 2, 1, "", "getInputCols"], [113, 2, 1, "", "getIsLicensed"], [113, 2, 1, "", "getLabelColumn"], [113, 2, 1, "", "getMaxSequenceLength"], [113, 2, 1, "", "getModelName"], [113, 2, 1, "", "getOutputAct"], [113, 2, 1, "", "getUseRelationDirection"], [113, 4, 1, "", "graphFile"], [113, 4, 1, "", "graphFolder"], [113, 4, 1, "", "hiddenAct"], [113, 4, 1, "", "hiddenActL2"], [113, 4, 1, "", "hiddenLayers"], [113, 4, 1, "", "hiddenUnitsNumber"], [113, 4, 1, "", "hiddenWeightsL2"], [113, 4, 1, "", "inputCols"], [113, 4, 1, "", "isLicensed"], [113, 4, 1, "", "labelColumn"], [113, 4, 1, "", "maxSequenceLength"], [113, 4, 1, "", "modelName"], [113, 4, 1, "", "outputAct"], [113, 2, 1, "", "setBatchNorm"], [113, 2, 1, "", "setGraphFile"], [113, 2, 1, "", "setGraphFolder"], [113, 2, 1, "", "setHiddenAct"], [113, 2, 1, "", "setHiddenActL2"], [113, 2, 1, "", "setHiddenLayers"], [113, 2, 1, "", "setHiddenUnitsNumber"], [113, 2, 1, "", "setHiddenWeightsL2"], [113, 2, 1, "", "setInputCols"], [113, 2, 1, "", "setIsLicensed"], [113, 2, 1, "", "setLabelColumn"], [113, 2, 1, "", "setMaxSequenceLength"], [113, 2, 1, "", "setModelName"], [113, 2, 1, "", "setUseRelationDirection"], [113, 2, 1, "", "settOutputAct"], [113, 4, 1, "id0", "useRelationDirection"]], "sparknlp_jsl.annotator.windowed": [[115, 0, 0, "-", "windowed_sentence"]], "sparknlp_jsl.annotator.windowed.windowed_sentence": [[115, 1, 1, "", "WindowedParams"], [115, 1, 1, "", "WindowedSentenceModel"]], "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams": [[115, 4, 1, "", "glueString"], [115, 2, 1, "", "setGlueString"], [115, 2, 1, "", "setWindowSize"], [115, 4, 1, "", "windowSize"]], "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedSentenceModel": [[115, 4, 1, "", "inputAnnotatorTypes"], [115, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.common": [[117, 0, 0, "-", "annotator_approach_internal"], [118, 0, 0, "-", "annotator_model_internal"], [119, 0, 0, "-", "annotator_properties_internal"]], "sparknlp_jsl.common.annotator_approach_internal": [[117, 1, 1, "", "AnnotatorApproachInternal"]], "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal": [[117, 4, 1, "", "inputAnnotatorTypes"], [117, 4, 1, "", "outputAnnotatorType"], [117, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.common.annotator_model_internal": [[118, 1, 1, "", "AnnotatorModelInternal"]], "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal": [[118, 4, 1, "", "inputAnnotatorTypes"], [118, 4, 1, "", "outputAnnotatorType"], [118, 2, 1, "", "setParams"], [118, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.common.annotator_properties_internal": [[119, 1, 1, "", "AnnotatorPropertiesInternal"]], "sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal": [[119, 2, 1, "", "inputColsValidation"], [119, 2, 1, "", "setForceInputTypeValidation"]], "sparknlp_jsl.compatibility": [[121, 1, 1, "", "Compatibility"]], "sparknlp_jsl.compatibility.Compatibility": [[121, 2, 1, "", "findVersion"], [121, 2, 1, "", "showVersion"]], "sparknlp_jsl.custom_transformer": [[122, 1, 1, "", "CustomTransformer"]], "sparknlp_jsl.custom_transformer.CustomTransformer": [[122, 4, 1, "", "f"], [122, 2, 1, "", "setInputCol"], [122, 2, 1, "", "setOutputCol"]], "sparknlp_jsl.eval": [[123, 1, 1, "", "NerCrfEvaluation"], [123, 1, 1, "", "NerDLEvaluation"], [123, 1, 1, "", "NerDLMetrics"], [123, 1, 1, "", "NorvigSpellEvaluation"], [123, 1, 1, "", "POSEvaluation"], [123, 1, 1, "", "SymSpellEvaluation"]], "sparknlp_jsl.eval.NerCrfEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.eval.NerDLEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.eval.NerDLMetrics": [[123, 2, 1, "", "computeMetricsFromDF"]], "sparknlp_jsl.eval.NorvigSpellEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.eval.POSEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.eval.SymSpellEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.finance": [[129, 0, 0, "-", "chunk_classification"], [134, 0, 0, "-", "graph"], [142, 0, 0, "-", "sequence_classification"], [147, 0, 0, "-", "sequence_generation"], [149, 0, 0, "-", "token_classification"]], "sparknlp_jsl.finance.chunk_classification": [[125, 0, 0, "-", "assertion"], [128, 0, 0, "-", "deid"], [132, 0, 0, "-", "resolution"]], "sparknlp_jsl.finance.chunk_classification.assertion": [[124, 0, 0, "-", "assertionDL"]], "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL": [[124, 1, 1, "", "AssertionDLApproach"], [124, 1, 1, "", "AssertionDLModel"]], "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel": [[124, 4, 1, "", "name"], [124, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.chunk_classification.deid": [[126, 0, 0, "-", "deIdentification"], [127, 0, 0, "-", "document_hashcoder"]], "sparknlp_jsl.finance.chunk_classification.deid.deIdentification": [[126, 1, 1, "", "DeIdentification"], [126, 1, 1, "", "DeIdentificationModel"]], "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentification": [[126, 4, 1, "", "name"]], "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentificationModel": [[126, 4, 1, "", "name"], [126, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder": [[127, 1, 1, "", "FinanceDocumentHashCoder"]], "sparknlp_jsl.finance.chunk_classification.resolution": [[130, 0, 0, "-", "chunkmapper"], [131, 0, 0, "-", "docmapper"], [133, 0, 0, "-", "sentence_entity_resolver"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper": [[130, 1, 1, "", "ChunkMapperApproach"], [130, 1, 1, "", "ChunkMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperApproach": [[130, 4, 1, "", "name"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel": [[130, 4, 1, "", "name"], [130, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper": [[131, 1, 1, "", "DocMapperApproach"], [131, 1, 1, "", "DocMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach": [[131, 4, 1, "", "dictionary"], [131, 4, 1, "", "inputAnnotatorTypes"], [131, 4, 1, "", "name"], [131, 4, 1, "", "outputAnnotatorType"], [131, 2, 1, "", "setDictionary"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel": [[131, 4, 1, "", "inputAnnotatorTypes"], [131, 4, 1, "", "name"], [131, 4, 1, "", "outputAnnotatorType"], [131, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver": [[133, 1, 1, "", "SentenceEntityResolverApproach"], [133, 1, 1, "", "SentenceEntityResolverModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel": [[133, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.graph": [[135, 0, 0, "-", "relation_extraction"]], "sparknlp_jsl.finance.graph.relation_extraction": [[136, 0, 0, "-", "relation_extraction_dl"], [137, 0, 0, "-", "zero_shot_relation_extraction"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl": [[136, 1, 1, "", "RelationExtractionDLModel"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel": [[136, 2, 1, "", "loadSavedModel"], [136, 4, 1, "", "name"], [136, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction": [[137, 1, 1, "", "ZeroShotRelationExtractionModel"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel": [[137, 2, 1, "", "loadSavedModel"], [137, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_classification": [[139, 0, 0, "-", "finance_bert_for_sequence_classification"], [140, 0, 0, "-", "finance_classifier_dl"], [141, 0, 0, "-", "finance_document_ml_classifier"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification": [[139, 1, 1, "", "FinanceBertForSequenceClassification"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification": [[139, 2, 1, "", "loadSavedModel"], [139, 2, 1, "", "loadSavedModelOpenSource"], [139, 4, 1, "", "name"], [139, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl": [[140, 1, 1, "", "FinanceClassifierDLApproach"], [140, 1, 1, "", "FinanceClassifierDLModel"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel": [[140, 4, 1, "", "name"], [140, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier": [[141, 1, 1, "", "FinanceDocumentMLClassifierApproach"], [141, 1, 1, "", "FinanceDocumentMLClassifierModel"]], "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel": [[141, 4, 1, "", "name"], [141, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_generation": [[143, 0, 0, "-", "finance_encoder_decoder"], [144, 0, 0, "-", "finance_qa"], [145, 0, 0, "-", "finance_summarizer"], [146, 0, 0, "-", "finance_text_generator"], [148, 0, 0, "-", "qa_ner_generator"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder": [[143, 1, 1, "", "FinanceEncoderDecoder"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder.FinanceEncoderDecoder": [[143, 4, 1, "", "name"]], "sparknlp_jsl.finance.sequence_generation.finance_qa": [[144, 1, 1, "", "FinanceQuestionAnswering"]], "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering": [[144, 2, 1, "", "loadSavedModel"], [144, 4, 1, "", "name"], [144, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_summarizer": [[145, 1, 1, "", "FinanceSummarizer"]], "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer": [[145, 2, 1, "", "loadSavedModel"], [145, 4, 1, "", "name"], [145, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator": [[146, 1, 1, "", "FinanceTextGenerator"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator": [[146, 2, 1, "", "loadSavedModel"], [146, 4, 1, "", "name"], [146, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_generation.qa_ner_generator": [[148, 1, 1, "", "FinanceNerQuestionGenerator"]], "sparknlp_jsl.finance.token_classification": [[152, 0, 0, "-", "ner"]], "sparknlp_jsl.finance.token_classification.ner": [[150, 0, 0, "-", "finance_bert_for_token_classifier"], [151, 0, 0, "-", "finance_ner"], [153, 0, 0, "-", "zero_shot_ner"]], "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier": [[150, 1, 1, "", "FinanceBertForTokenClassification"]], "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification": [[150, 2, 1, "", "loadSavedModel"], [150, 2, 1, "", "loadSavedModelOpenSource"], [150, 4, 1, "", "name"], [150, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner": [[151, 1, 1, "", "FinanceNerApproach"], [151, 1, 1, "", "FinanceNerModel"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel": [[151, 2, 1, "", "loadSavedModel"], [151, 4, 1, "", "name"], [151, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner": [[153, 1, 1, "", "ZeroShotNerModel"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel": [[153, 2, 1, "", "load"], [153, 4, 1, "", "name"], [153, 2, 1, "", "pretrained"]], "sparknlp_jsl.functions": [[154, 6, 1, "", "profile"], [154, 6, 1, "", "profileV22"], [154, 6, 1, "", "profileV22Y17"], [154, 6, 1, "", "profileV22Y18"], [154, 6, 1, "", "profileV22Y19"], [154, 6, 1, "", "profileV22Y20"], [154, 6, 1, "", "profileV22Y21"], [154, 6, 1, "", "profileV22Y22"], [154, 6, 1, "", "profileV23"], [154, 6, 1, "", "profileV23Y18"], [154, 6, 1, "", "profileV23Y19"], [154, 6, 1, "", "profileV24Y17"], [154, 6, 1, "", "profileV24Y18"], [154, 6, 1, "", "profileV24Y19"], [154, 6, 1, "", "profileV24Y20"], [154, 6, 1, "", "profileV24Y21"], [154, 6, 1, "", "profileV24Y22"]], "sparknlp_jsl.internal": [[156, 6, 1, "", "CustomLabels"], [156, 6, 1, "", "EntityWeights"], [156, 6, 1, "", "RelationalCategories"], [156, 6, 1, "", "TargetEntities"]], "sparknlp_jsl.legal": [[162, 0, 0, "-", "chunk_classification"], [167, 0, 0, "-", "graph"], [172, 0, 0, "-", "sequence_classification"], [176, 0, 0, "-", "sequence_generation"], [182, 0, 0, "-", "token_classification"]], "sparknlp_jsl.legal.chunk_classification": [[158, 0, 0, "-", "assertion"], [161, 0, 0, "-", "deid"], [165, 0, 0, "-", "resolution"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[157, 0, 0, "-", "assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL": [[157, 1, 1, "", "AssertionDLApproach"], [157, 1, 1, "", "AssertionDLModel"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel": [[157, 4, 1, "", "name"], [157, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.chunk_classification.deid": [[159, 0, 0, "-", "deIdentification"], [160, 0, 0, "-", "document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid.deIdentification": [[159, 1, 1, "", "DeIdentification"], [159, 1, 1, "", "DeIdentificationModel"]], "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification": [[159, 4, 1, "", "name"]], "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel": [[159, 4, 1, "", "name"], [159, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[160, 1, 1, "", "LegalDocumentHashCoder"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[163, 0, 0, "-", "chunkmapper"], [164, 0, 0, "-", "docmapper"], [166, 0, 0, "-", "sentence_entity_resolver"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[163, 1, 1, "", "ChunkMapperApproach"], [163, 1, 1, "", "ChunkMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach": [[163, 4, 1, "", "name"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel": [[163, 4, 1, "", "name"], [163, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[164, 1, 1, "", "DocMapperApproach"], [164, 1, 1, "", "DocMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach": [[164, 4, 1, "", "dictionary"], [164, 4, 1, "", "inputAnnotatorTypes"], [164, 4, 1, "", "name"], [164, 4, 1, "", "outputAnnotatorType"], [164, 2, 1, "", "setDictionary"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel": [[164, 4, 1, "", "inputAnnotatorTypes"], [164, 4, 1, "", "name"], [164, 4, 1, "", "outputAnnotatorType"], [164, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[166, 1, 1, "", "SentenceEntityResolverApproach"], [166, 1, 1, "", "SentenceEntityResolverModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel": [[166, 4, 1, "", "name"], [166, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.graph": [[168, 0, 0, "-", "relation_extraction"]], "sparknlp_jsl.legal.graph.relation_extraction": [[169, 0, 0, "-", "relation_extraction_dl"], [170, 0, 0, "-", "zero_shot_relation_extraction"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[169, 1, 1, "", "RelationExtractionDLModel"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel": [[169, 2, 1, "", "loadSavedModel"], [169, 4, 1, "", "name"], [169, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[170, 1, 1, "", "ZeroShotRelationExtractionModel"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel": [[170, 2, 1, "", "loadSavedModel"], [170, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_classification": [[173, 0, 0, "-", "legal_bert_for_sequence_classification"], [174, 0, 0, "-", "legal_classifier_dl"], [175, 0, 0, "-", "legal_document_ml_classifier"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[173, 1, 1, "", "LegalBertForSequenceClassification"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification": [[173, 2, 1, "", "loadSavedModel"], [173, 2, 1, "", "loadSavedModelOpenSource"], [173, 4, 1, "", "name"], [173, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[174, 1, 1, "", "LegalClassifierDLApproach"], [174, 1, 1, "", "LegalClassifierDLModel"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel": [[174, 4, 1, "", "name"], [174, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[175, 1, 1, "", "LegalDocumentMLClassifierApproach"], [175, 1, 1, "", "LegalDocumentMLClassifierModel"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel": [[175, 4, 1, "", "name"], [175, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_generation": [[177, 0, 0, "-", "legal_encoder_decoder"], [178, 0, 0, "-", "legal_qa"], [179, 0, 0, "-", "legal_summarizer"], [180, 0, 0, "-", "legal_text_generator"], [181, 0, 0, "-", "qa_ner_generator"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[177, 1, 1, "", "LegalEncoderDecoder"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder": [[177, 4, 1, "", "name"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[178, 1, 1, "", "LegalQuestionAnswering"]], "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering": [[178, 2, 1, "", "loadSavedModel"], [178, 4, 1, "", "name"], [178, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[179, 1, 1, "", "LegalSummarizer"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer": [[179, 2, 1, "", "loadSavedModel"], [179, 4, 1, "", "name"], [179, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[180, 1, 1, "", "LegalTextGenerator"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator": [[180, 2, 1, "", "loadSavedModel"], [180, 4, 1, "", "name"], [180, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[181, 1, 1, "", "LegalNerQuestionGenerator"]], "sparknlp_jsl.legal.token_classification": [[183, 0, 0, "-", "ner"]], "sparknlp_jsl.legal.token_classification.ner": [[184, 0, 0, "-", "legal_bert_for_token_classifier"], [185, 0, 0, "-", "legal_ner"], [186, 0, 0, "-", "zero_shot_ner"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[184, 1, 1, "", "LegalBertForTokenClassification"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification": [[184, 2, 1, "", "loadSavedModel"], [184, 2, 1, "", "loadSavedModelOpenSource"], [184, 4, 1, "", "name"], [184, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[185, 1, 1, "", "LegalNerApproach"], [185, 1, 1, "", "LegalNerModel"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel": [[185, 2, 1, "", "loadSavedModel"], [185, 4, 1, "", "name"], [185, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[186, 1, 1, "", "ZeroShotNerModel"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel": [[186, 2, 1, "", "load"], [186, 4, 1, "", "name"], [186, 2, 1, "", "pretrained"]], "sparknlp_jsl.modelTracer": [[187, 1, 1, "", "ModelTracer"]], "sparknlp_jsl.modelTracer.ModelTracer": [[187, 2, 1, "", "addUidCols"]], "sparknlp_jsl.nlp_test": [[189, 0, 0, "-", "bias"], [191, 0, 0, "-", "noisy_labels"], [195, 0, 0, "-", "robustness"]], "sparknlp_jsl.nlp_test.bias": [[188, 0, 0, "-", "bias_testing"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[188, 1, 1, "", "RuleBasedClassifier"], [188, 6, 1, "", "init_medical_gender_classifier"], [188, 6, 1, "", "test_gender_bias"]], "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier": [[188, 2, 1, "", "transform"]], "sparknlp_jsl.nlp_test.noisy_labels": [[192, 0, 0, "-", "noisy_label_fixing"], [193, 0, 0, "-", "noisy_label_testing"], [194, 0, 0, "-", "utils"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing": [[192, 1, 1, "", "InteractiveFix"], [192, 6, 1, "", "add_flag_to_conll"], [192, 6, 1, "", "apply_label_fixes"], [192, 6, 1, "", "conll_reader"], [192, 6, 1, "", "conll_writer"], [192, 6, 1, "", "update_with_model_predictions"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix": [[192, 2, 1, "", "adjust_page_size"], [192, 2, 1, "", "apply_fixes"], [192, 2, 1, "", "create_grid"], [192, 2, 1, "", "display"], [192, 2, 1, "", "empty_grid"], [192, 2, 1, "", "fill_grid"], [192, 2, 1, "", "fix_all"], [192, 2, 1, "", "fix_label"], [192, 2, 1, "", "get_cell_element"], [192, 2, 1, "", "get_central_grid"], [192, 2, 1, "", "get_classes"], [192, 2, 1, "", "get_default_indx"], [192, 2, 1, "", "get_drop_down"], [192, 2, 1, "", "get_drop_down_title"], [192, 2, 1, "", "get_footer"], [192, 2, 1, "", "get_header"], [192, 2, 1, "", "get_page_control_buttons"], [192, 2, 1, "", "get_page_number"], [192, 2, 1, "", "get_sentence"], [192, 2, 1, "", "get_title_html"], [192, 2, 1, "", "next_page"], [192, 2, 1, "", "num_sample_drop_down"], [192, 2, 1, "", "prev_page"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing": [[193, 6, 1, "", "calculate_label_error_score"], [193, 6, 1, "", "get_label_quality_scores"], [193, 6, 1, "", "get_unique_entities"], [193, 6, 1, "", "test_label_errors"]], "sparknlp_jsl.nlp_test.noisy_labels.utils": [[194, 3, 1, "", "stylesheet"]], "sparknlp_jsl.nlp_test.robustness": [[196, 0, 0, "-", "robustness_fixing"], [197, 0, 0, "-", "robustness_testing"], [198, 0, 0, "-", "utils"]], "sparknlp_jsl.nlp_test.robustness.robustness_fixing": [[196, 6, 1, "", "add_context_to_data"], [196, 6, 1, "", "add_contractions"], [196, 6, 1, "", "add_punctuation_to_data"], [196, 6, 1, "", "add_typo_to_sentence"], [196, 6, 1, "", "augment_robustness"], [196, 6, 1, "", "conll_reader"], [196, 6, 1, "", "convert_accent"], [196, 6, 1, "", "create_dataframe"], [196, 6, 1, "", "create_terminology"], [196, 6, 1, "", "filter_by_entity_type"], [196, 6, 1, "", "get_cohyponyms_wordnet"], [196, 6, 1, "", "get_sample"], [196, 6, 1, "", "introduce_typos"], [196, 6, 1, "", "modify_capitalization_lower"], [196, 6, 1, "", "modify_capitalization_title"], [196, 6, 1, "", "modify_capitalization_upper"], [196, 6, 1, "", "strip_punctuation_from_data"], [196, 6, 1, "", "swap_entities_with_terminology"], [196, 6, 1, "", "swap_with_cohyponym"], [196, 6, 1, "", "test_and_augment_robustness"]], "sparknlp_jsl.nlp_test.robustness.robustness_testing": [[197, 6, 1, "", "add_context"], [197, 6, 1, "", "add_contractions"], [197, 6, 1, "", "add_punctuation"], [197, 6, 1, "", "add_typo_to_sentence"], [197, 6, 1, "", "american_to_british"], [197, 6, 1, "", "british_to_american"], [197, 6, 1, "", "calculate_metrics"], [197, 6, 1, "", "conll_sentence_reader"], [197, 6, 1, "", "create_terminology"], [197, 6, 1, "", "get_cohyponyms_wordnet"], [197, 6, 1, "", "introduce_typos"], [197, 6, 1, "", "modify_capitalization"], [197, 6, 1, "", "remove_context_tokens"], [197, 6, 1, "", "remove_contraction_tokens"], [197, 6, 1, "", "remove_punctuation_tokens"], [197, 6, 1, "", "run_test"], [197, 6, 1, "", "strip_punctuation"], [197, 6, 1, "", "swap_named_entities_from_terminology"], [197, 6, 1, "", "swap_with_cohyponym"], [197, 6, 1, "", "test_robustness"]], "sparknlp_jsl.nlp_test.robustness.utils": [[198, 6, 1, "", "calculate_proportion"], [198, 6, 1, "", "get_augmentation_proportions"], [198, 6, 1, "", "suggest_perturbations"]], "sparknlp_jsl.pretrained": [[199, 1, 1, "", "InternalResourceDownloader"], [199, 6, 1, "", "printProgress"]], "sparknlp_jsl.pretrained.InternalResourceDownloader": [[199, 2, 1, "", "downloadModel"], [199, 2, 1, "", "returnPrivateModels"], [199, 2, 1, "", "returnPrivatePipelines"], [199, 2, 1, "", "showAvailableAnnotators"], [199, 2, 1, "", "showPrivateModels"], [199, 2, 1, "", "showPrivatePipelines"], [199, 2, 1, "", "showUnCategorizedResources"]], "sparknlp_jsl.structured_deidentification": [[200, 1, 1, "", "StructuredDeidentification"]], "sparknlp_jsl.structured_deidentification.StructuredDeidentification": [[200, 2, 1, "", "obfuscateColumns"]], "sparknlp_jsl.text_to_documents_columns": [[201, 1, 1, "", "TextToDocumentsColumns"]], "sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns": [[201, 2, 1, "", "toDocumentsColumns"]], "sparknlp_jsl.training": [[202, 1, 1, "", "AnnotationToolJsonReader"], [202, 1, 1, "", "CantemistReader"], [202, 1, 1, "", "CodiEspReader"], [202, 1, 1, "", "REDatasetHelper"], [202, 1, 1, "", "SynonymAugmentationUMLS"], [202, 3, 1, "", "tf_graph"], [202, 3, 1, "", "tf_graph_1x"]], "sparknlp_jsl.training.AnnotationToolJsonReader": [[202, 2, 1, "", "generateAssertionTrainSet"], [202, 2, 1, "", "generateConll"], [202, 2, 1, "", "generatePlainAssertionTrainSet"], [202, 2, 1, "", "readDataset"]], "sparknlp_jsl.training.CantemistReader": [[202, 2, 1, "", "readDatasetTaskNer"]], "sparknlp_jsl.training.CodiEspReader": [[202, 2, 1, "", "readDatasetTaskX"]], "sparknlp_jsl.training.REDatasetHelper": [[202, 2, 1, "", "create_annotation_column"]], "sparknlp_jsl.training.SynonymAugmentationUMLS": [[202, 2, 1, "", "augmentCsv"], [202, 2, 1, "", "augmentDataFrame"]], "sparknlp_jsl.training_log_parser": [[203, 1, 1, "", "assertion_log_parser"], [203, 1, 1, "", "ner_log_parser"]], "sparknlp_jsl.training_log_parser.assertion_log_parser": [[203, 2, 1, "", "get_best_f1_scores"], [203, 2, 1, "", "get_charts"], [203, 2, 1, "", "loss_plot"], [203, 2, 1, "", "parse_logfile"]], "sparknlp_jsl.training_log_parser.ner_log_parser": [[203, 2, 1, "", "evaluate"], [203, 2, 1, "", "evaluate_conll_file"], [203, 2, 1, "", "get_best_f1_scores"], [203, 2, 1, "", "get_charts"], [203, 2, 1, "", "loss_plot"], [203, 2, 1, "", "parse_logfile"]], "sparknlp_jsl.updateModels": [[204, 1, 1, "", "UpdateModels"]], "sparknlp_jsl.updateModels.UpdateModels": [[204, 2, 1, "", "updateCacheModels"], [204, 2, 1, "", "updateModels"]], "sparknlp_jsl.util": [[205, 6, 1, "", "get_mt_samples"]], "sparknlp_jsl.utils": [[206, 0, 0, "-", "alab_utils"], [207, 0, 0, "-", "conll_parse"], [208, 0, 0, "-", "deidentification_module"], [209, 0, 0, "-", "imports"], [211, 0, 0, "-", "licensed_annotator_type"], [212, 0, 0, "-", "log_parse"], [213, 0, 0, "-", "ner_utils"], [214, 0, 0, "-", "ocr_nlp_processor"], [215, 0, 0, "-", "ocr_utils"], [216, 0, 0, "-", "training_log_parser_utils"]], "sparknlp_jsl.utils.alab_utils": [[206, 3, 1, "", "document_assembler"], [206, 3, 1, "", "empty_df"], [206, 6, 1, "", "get_doc_assembler"], [206, 6, 1, "", "get_empty_df"], [206, 6, 1, "", "get_ner_df"], [206, 6, 1, "", "get_ner_sentence_borders"], [206, 6, 1, "", "get_nlp_pos_pipeline"], [206, 6, 1, "", "get_nlp_token_pipeline"], [206, 6, 1, "", "get_pos"], [206, 6, 1, "", "get_regex_tokenizer"], [206, 6, 1, "", "get_regular_tokenizer"], [206, 6, 1, "", "get_rel_df"], [206, 6, 1, "", "get_sent_detector"], [206, 6, 1, "", "get_sentence_pipeline"], [206, 6, 1, "", "get_single_task_conll"], [206, 6, 1, "", "get_token_df"], [206, 3, 1, "", "nlp_pos_pipeline"], [206, 3, 1, "", "nlp_token_pipeline"], [206, 3, 1, "", "pos"], [206, 3, 1, "", "pos_pipeline_initialized"], [206, 6, 1, "", "read_conll"], [206, 3, 1, "", "regex_tokenizer"], [206, 3, 1, "", "regular_tokenizer"], [206, 3, 1, "", "sentence_detector"], [206, 3, 1, "", "token_pipeline_initialized"]], "sparknlp_jsl.utils.deidentification_module": [[208, 1, 1, "", "Deidentifier"]], "sparknlp_jsl.utils.deidentification_module.Deidentifier": [[208, 2, 1, "", "deid_with_custom_pipeline"], [208, 2, 1, "", "deid_with_pp"], [208, 2, 1, "", "deidentify"], [208, 4, 1, "", "spark"], [208, 2, 1, "", "structured_deidentifier"]], "sparknlp_jsl.utils.imports": [[209, 6, 1, "", "is_module_importable"]], "sparknlp_jsl.utils.licensed_annotator_type": [[211, 1, 1, "", "InternalAnnotatorType"]], "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType": [[211, 4, 1, "", "ASSERTION"], [211, 4, 1, "", "DISAMBIGUATION"], [211, 4, 1, "", "FEATURE_VECTOR"], [211, 4, 1, "", "KEYWORD"], [211, 4, 1, "", "SELECTOR"], [211, 4, 1, "", "SQL"]], "sparknlp_jsl.utils.ner_utils": [[213, 6, 1, "", "evaluate"], [213, 6, 1, "", "evaluate_conll_file"], [213, 6, 1, "", "get_charts"], [213, 6, 1, "", "loss_plot"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[214, 3, 1, "", "colors"], [214, 6, 1, "", "ocr_entity_processor"]], "sparknlp_jsl.utils.ocr_utils": [[215, 3, 1, "", "colors"], [215, 3, 1, "", "colors_rgb"], [215, 3, 1, "", "label2color"], [215, 3, 1, "", "label2rgb"]], "sparknlp_jsl.utils.training_log_parser_utils": [[216, 6, 1, "", "aggregate_entities"], [216, 6, 1, "", "calc_metrics"], [216, 6, 1, "", "count_chunks"], [216, 6, 1, "", "get_result"], [216, 6, 1, "", "is_chunk_end"], [216, 6, 1, "", "is_chunk_start"], [216, 6, 1, "", "split_tag"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:data", "4": "py:attribute", "5": "py:exception", "6": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "data", "Python data"], "4": ["py", "attribute", "Python attribute"], "5": ["py", "exception", "Python exception"], "6": ["py", "function", "Python function"]}, "titleterms": {"get": 0, "start": 0, "requir": 0, "instal": 0, "spark": [0, 1], "nlp": [0, 1], "session": 0, "from": 0, "python": 0, "document": 1, "content": [1, 2, 4, 5, 6, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 31, 32, 33, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 82, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 117, 118, 119, 121, 122, 123, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 154, 155, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 211, 213, 214, 215, 216], "sparknlp_jsl": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216], "_tf_graph_build": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "assertion_dl": [2, 3, 25, 26], "assertion_model": [2, 25], "modul": [2, 4, 5, 6, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 27, 28, 29, 31, 32, 33, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 117, 118, 119, 121, 122, 123, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 154, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 211, 213, 214, 215, 216, 217], "class": [2, 4, 6, 8, 9, 10, 13, 15, 16, 17, 18, 19, 20, 22, 24, 25, 27, 29, 31, 32, 33, 36, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 117, 118, 119, 121, 122, 123, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 199, 200, 201, 202, 203, 204, 208, 211], "submodul": [3, 7, 11, 14, 21, 26, 30, 34, 37, 46, 55, 60, 65, 68, 72, 78, 81, 82, 84, 85, 93, 95, 98, 103, 108, 114, 120, 125, 128, 132, 135, 142, 147, 152, 155, 158, 161, 165, 168, 172, 176, 183, 189, 191, 195, 210], "generic_classifi": [4, 5, 6, 7, 8, 9, 27, 28, 29, 30, 31, 32, 80, 81], "basetfmodel": [4, 27], "build_model": [5, 28], "generic_classifier_model": [6, 29], "progresstrack": [8, 31], "set": [9, 32], "graph_build": [10, 33], "subpackag": [11, 34, 82, 129, 134, 138, 149, 155, 162, 167, 171, 182, 190], "ner_dl": [12, 13, 14, 15, 16, 17, 35, 36, 37, 38, 39, 40], "create_graph": [12, 35], "function": [12, 23, 35, 154, 155, 156, 188, 192, 193, 196, 197, 198, 199, 205, 206, 209, 213, 214, 216], "dataset_encod": [13, 36], "ner_model": [15, 38], "ner_model_sav": [16, 39], "sentence_group": [17, 40], "tf2contrib": [18, 19, 20, 21, 22, 23, 24], "core_rnn_cel": 18, "attribut": [18, 20, 22, 24, 155, 202, 206, 214], "fused_rnn_cel": 19, "gru_op": 20, "packag": [21, 82, 155], "lstm_op": 22, "rnn": 23, "rnn_cell": 24, "_tf_graph_builders_1x": [25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40], "alab": 41, "annot": [42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115], "annotation_merg": 42, "assert": [43, 44, 45, 46, 124, 125, 157, 158], "assertiondl": [43, 124, 157], "assertion_chunk_convert": 44, "assertion_dl_reg": 45, "chunker": [47, 48, 49, 50, 51, 52, 53, 54, 55], "assertion_filter": 47, "chunk_convert": 48, "chunk_key_phrase_extract": 49, "chunk_sentence_splitt": 50, "chunker_filter": 51, "chunkmapp": [52, 130, 163], "chunkmapper_filter": 53, "docmapp": [54, 131, 164], "classif": [56, 57, 58, 59, 60, 61, 62, 63], "document_log_classifi": 56, "document_ml_classifi": 57, "generic_log_reg_classifi": 58, "generic_svm_classifi": 59, "medical_bert_for_sequence_classif": 61, "medical_bert_for_token_classifi": 62, "medical_distilbert_for_sequence_classif": 63, "context": [64, 65], "contextual_pars": 64, "deid": [66, 67, 68, 69, 70, 71, 126, 127, 128, 159, 160, 161], "deidentif": [66, 126, 159], "doccument_hashcod": 67, "name_obfusc": 69, "reidentif": 70, "replac": 71, "disambigu": [72, 73], "ner_disambigu": 73, "doc2_chunk_intern": 74, "embed": [75, 76, 77, 78], "average_embed": 75, "bert_sentence_embed": 76, "entity_chunk_embed": 77, "feature_assembl": 79, "merg": [83, 84], "chunk_merg": 83, "ner": [85, 86, 87, 88, 89, 90, 150, 151, 152, 153, 183, 184, 185, 186], "iob_tagg": 86, "medical_n": 87, "ner_chunk": 88, "ner_converter_intern": 89, "zero_shot_n": [90, 153, 186], "normal": [91, 92, 93], "date_norm": 91, "drug_norm": 92, "qa": [94, 95, 96, 97], "gpt_generation_param": 94, "medical_qa": 96, "qa_ner_gener": [97, 148, 181], "re": [98, 99, 100, 101, 102], "relation_extract": [99, 135, 136, 137, 168, 169, 170], "relation_extraction_dl": [100, 136, 169], "relation_ner_chunk_filt": 101, "zero_shot_relation_extract": [102, 137, 170], "resolut": [103, 104, 105, 130, 131, 132, 133, 163, 164, 165, 166], "resolver_merg": 104, "sentence_entity_resolv": [105, 133, 166], "resolution2_chunk": 106, "router": 107, "seq2seq": [108, 109, 110, 111], "medical_encoder_decod": 109, "medical_summar": 110, "medical_text_gener": 111, "source_tracking_metadata_param": 112, "tf_graph_build": 113, "paramet": [113, 208], "window": [114, 115], "windowed_sent": 115, "base": 116, "common": [117, 118, 119, 120], "annotator_approach_intern": 117, "annotator_model_intern": 118, "annotator_properties_intern": 119, "compat": 121, "custom_transform": 122, "eval": 123, "financ": [124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153], "chunk_classif": [124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166], "document_hashcod": [127, 160], "graph": [134, 135, 136, 137, 167, 168, 169, 170], "sequence_classif": [139, 140, 141, 142, 172, 173, 174, 175], "finance_bert_for_sequence_classif": 139, "finance_classifier_dl": 140, "finance_document_ml_classifi": 141, "sequence_gener": [143, 144, 145, 146, 147, 148, 176, 177, 178, 179, 180, 181], "finance_encoder_decod": 143, "finance_qa": 144, "finance_summar": 145, "finance_text_gener": 146, "token_classif": [149, 150, 151, 152, 153, 182, 183, 184, 185, 186], "finance_bert_for_token_classifi": 150, "finance_n": 151, "intern": 156, "legal": [157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186], "legal_bert_for_sequence_classif": 173, "legal_classifier_dl": 174, "legal_document_ml_classifi": 175, "legal_encoder_decod": 177, "legal_qa": 178, "legal_summar": 179, "legal_text_gener": 180, "legal_bert_for_token_classifi": 184, "legal_n": 185, "modeltrac": 187, "nlp_test": [188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "bia": [188, 189], "bias_test": 188, "noisy_label": [191, 192, 193, 194], "noisy_label_fix": 192, "noisy_label_test": 193, "util": [194, 198, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216], "robust": [195, 196, 197, 198], "robustness_fix": 196, "robustness_test": 197, "pretrain": 199, "structured_deidentif": 200, "text_to_documents_column": 201, "train": 202, "training_log_pars": 203, "updatemodel": 204, "alab_util": 206, "conll_pars": 207, "deidentification_modul": 208, "return": 208, "import": 209, "licensed_annotator_typ": 211, "log_pars": 212, "ner_util": 213, "ocr_nlp_processor": 214, "ocr_util": 215, "training_log_parser_util": 216, "api": 217, "refer": 217}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 8, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.intersphinx": 1, "sphinx": 57}, "alltitles": {"Getting Started": [[0, "getting-started"]], "Requirements": [[0, "requirements"]], "Installation": [[0, "installation"]], "Starting a Spark NLP Session from Python": [[0, "starting-a-spark-nlp-session-from-python"]], "Spark NLP Documentation": [[1, "spark-nlp-documentation"]], "Content": [[1, "content"]], "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model": [[2, "module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model"]], "Module Contents": [[2, "module-contents"], [4, "module-contents"], [5, "module-contents"], [6, "module-contents"], [8, "module-contents"], [9, "module-contents"], [10, "module-contents"], [12, "module-contents"], [13, "module-contents"], [15, "module-contents"], [16, "module-contents"], [17, "module-contents"], [18, "module-contents"], [19, "module-contents"], [20, "module-contents"], [22, "module-contents"], [23, "module-contents"], [24, "module-contents"], [25, "module-contents"], [27, "module-contents"], [28, "module-contents"], [29, "module-contents"], [31, "module-contents"], [32, "module-contents"], [33, "module-contents"], [35, "module-contents"], [36, "module-contents"], [38, "module-contents"], [39, "module-contents"], [40, "module-contents"], [41, "module-contents"], [42, "module-contents"], [43, "module-contents"], [44, "module-contents"], [45, "module-contents"], [47, "module-contents"], [48, "module-contents"], [49, "module-contents"], [50, "module-contents"], [51, "module-contents"], [52, "module-contents"], [53, "module-contents"], [54, "module-contents"], [56, "module-contents"], [57, "module-contents"], [58, "module-contents"], [59, "module-contents"], [61, "module-contents"], [62, "module-contents"], [63, "module-contents"], [64, "module-contents"], [66, "module-contents"], [67, "module-contents"], [69, "module-contents"], [70, "module-contents"], [71, "module-contents"], [73, "module-contents"], [74, "module-contents"], [75, "module-contents"], [76, "module-contents"], [77, "module-contents"], [79, "module-contents"], [80, "module-contents"], [83, "module-contents"], [86, "module-contents"], [87, "module-contents"], [88, "module-contents"], [89, "module-contents"], [90, "module-contents"], [91, "module-contents"], [92, "module-contents"], [94, "module-contents"], [96, "module-contents"], [97, "module-contents"], [99, "module-contents"], [100, "module-contents"], [101, "module-contents"], [102, "module-contents"], [104, "module-contents"], [105, "module-contents"], [106, "module-contents"], [107, "module-contents"], [109, "module-contents"], [110, "module-contents"], [111, "module-contents"], [112, "module-contents"], [113, "module-contents"], [115, "module-contents"], [117, "module-contents"], [118, "module-contents"], [119, "module-contents"], [121, "module-contents"], [122, "module-contents"], [123, "module-contents"], [124, "module-contents"], [126, "module-contents"], [127, "module-contents"], [130, "module-contents"], [131, "module-contents"], [133, "module-contents"], [136, "module-contents"], [137, "module-contents"], [139, "module-contents"], [140, "module-contents"], [141, "module-contents"], [143, "module-contents"], [144, "module-contents"], [145, "module-contents"], [146, "module-contents"], [148, "module-contents"], [150, "module-contents"], [151, "module-contents"], [153, "module-contents"], [154, "module-contents"], [156, "module-contents"], [157, "module-contents"], [159, "module-contents"], [160, "module-contents"], [163, "module-contents"], [164, "module-contents"], [166, "module-contents"], [169, "module-contents"], [170, "module-contents"], [173, "module-contents"], [174, "module-contents"], [175, "module-contents"], [177, "module-contents"], [178, "module-contents"], [179, "module-contents"], [180, "module-contents"], [181, "module-contents"], [184, "module-contents"], [185, "module-contents"], [186, "module-contents"], [187, "module-contents"], [188, "module-contents"], [192, "module-contents"], [193, "module-contents"], [194, "module-contents"], [196, "module-contents"], [197, "module-contents"], [198, "module-contents"], [199, "module-contents"], [200, "module-contents"], [201, "module-contents"], [202, "module-contents"], [203, "module-contents"], [204, "module-contents"], [205, "module-contents"], [206, "module-contents"], [208, "module-contents"], [209, "module-contents"], [211, "module-contents"], [213, "module-contents"], [214, "module-contents"], [215, "module-contents"], [216, "module-contents"]], "Classes": [[2, "classes"], [4, "classes"], [6, "classes"], [8, "classes"], [9, "classes"], [10, "classes"], [13, "classes"], [15, "classes"], [16, "classes"], [17, "classes"], [18, "classes"], [19, "classes"], [20, "classes"], [22, "classes"], [24, "classes"], [25, "classes"], [27, "classes"], [29, "classes"], [31, "classes"], [32, "classes"], [33, "classes"], [36, "classes"], [38, "classes"], [39, "classes"], [40, "classes"], [41, "classes"], [42, "classes"], [43, "classes"], [44, "classes"], [45, "classes"], [47, "classes"], [48, "classes"], [49, "classes"], [50, "classes"], [51, "classes"], [52, "classes"], [53, "classes"], [54, "classes"], [56, "classes"], [57, "classes"], [58, "classes"], [59, "classes"], [61, "classes"], [62, "classes"], [63, "classes"], [64, "classes"], [66, "classes"], [67, "classes"], [69, "classes"], [70, "classes"], [71, "classes"], [73, "classes"], [74, "classes"], [75, "classes"], [76, "classes"], [77, "classes"], [79, "classes"], [80, "classes"], [83, "classes"], [86, "classes"], [87, "classes"], [88, "classes"], [89, "classes"], [90, "classes"], [91, "classes"], [92, "classes"], [94, "classes"], [96, "classes"], [97, "classes"], [99, "classes"], [100, "classes"], [101, "classes"], [102, "classes"], [104, "classes"], [105, "classes"], [106, "classes"], [107, "classes"], [109, "classes"], [110, "classes"], [111, "classes"], [112, "classes"], [113, "classes"], [115, "classes"], [117, "classes"], [118, "classes"], [119, "classes"], [121, "classes"], [122, "classes"], [123, "classes"], [124, "classes"], [126, "classes"], [127, "classes"], [130, "classes"], [131, "classes"], [133, "classes"], [136, "classes"], [137, "classes"], [139, "classes"], [140, "classes"], [141, "classes"], [143, "classes"], [144, "classes"], [145, "classes"], [146, "classes"], [148, "classes"], [150, "classes"], [151, "classes"], [153, "classes"], [157, "classes"], [159, "classes"], [160, "classes"], [163, "classes"], [164, "classes"], [166, "classes"], [169, "classes"], [170, "classes"], [173, "classes"], [174, "classes"], [175, "classes"], [177, "classes"], [178, "classes"], [179, "classes"], [180, "classes"], [181, "classes"], [184, "classes"], [185, "classes"], [186, "classes"], [187, "classes"], [188, "classes"], [192, "classes"], [199, "classes"], [200, "classes"], [201, "classes"], [202, "classes"], [203, "classes"], [204, "classes"], [208, "classes"], [211, "classes"]], "sparknlp_jsl._tf_graph_builders.assertion_dl": [[3, "module-sparknlp_jsl._tf_graph_builders.assertion_dl"]], "Submodules": [[3, "submodules"], [7, "submodules"], [11, "submodules"], [14, "submodules"], [21, "submodules"], [26, "submodules"], [30, "submodules"], [34, "submodules"], [37, "submodules"], [46, "submodules"], [55, "submodules"], [60, "submodules"], [65, "submodules"], [68, "submodules"], [72, "submodules"], [78, "submodules"], [81, "submodules"], [82, "submodules"], [84, "submodules"], [85, "submodules"], [93, "submodules"], [95, "submodules"], [98, "submodules"], [103, "submodules"], [108, "submodules"], [114, "submodules"], [120, "submodules"], [125, "submodules"], [128, "submodules"], [132, "submodules"], [135, "submodules"], [142, "submodules"], [147, "submodules"], [152, "submodules"], [155, "submodules"], [158, "submodules"], [161, "submodules"], [165, "submodules"], [168, "submodules"], [172, "submodules"], [176, "submodules"], [183, "submodules"], [189, "submodules"], [191, "submodules"], [195, "submodules"], [210, "submodules"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel": [[4, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model": [[5, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model": [[6, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier": [[7, "module-sparknlp_jsl._tf_graph_builders.generic_classifier"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker": [[8, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings": [[9, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings"]], "sparknlp_jsl._tf_graph_builders.graph_builders": [[10, "module-sparknlp_jsl._tf_graph_builders.graph_builders"]], "sparknlp_jsl._tf_graph_builders": [[11, "module-sparknlp_jsl._tf_graph_builders"]], "Subpackages": [[11, "subpackages"], [34, "subpackages"], [82, "subpackages"], [129, "subpackages"], [134, "subpackages"], [138, "subpackages"], [149, "subpackages"], [155, "subpackages"], [162, "subpackages"], [167, "subpackages"], [171, "subpackages"], [182, "subpackages"], [190, "subpackages"]], "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph": [[12, "module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"]], "Functions": [[12, "functions"], [23, "functions"], [35, "functions"], [154, "functions"], [155, "functions"], [156, "functions"], [188, "functions"], [192, "functions"], [193, "functions"], [196, "functions"], [197, "functions"], [198, "functions"], [199, "functions"], [205, "functions"], [206, "functions"], [209, "functions"], [213, "functions"], [214, "functions"], [216, "functions"]], "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder": [[13, "module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders.ner_dl": [[14, "module-sparknlp_jsl._tf_graph_builders.ner_dl"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model": [[15, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver": [[16, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper": [[17, "module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell": [[18, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"]], "Attributes": [[18, "attributes"], [20, "attributes"], [22, "attributes"], [24, "attributes"], [155, "attributes"], [202, "attributes"], [206, "attributes"], [214, "attributes"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell": [[19, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops": [[20, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib": [[21, "module-sparknlp_jsl._tf_graph_builders.tf2contrib"]], "Package Contents": [[21, "package-contents"], [82, "package-contents"], [155, "package-contents"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops": [[22, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn": [[23, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell": [[24, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model": [[25, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl": [[26, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel": [[27, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model": [[28, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model": [[29, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier": [[30, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker": [[31, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings": [[32, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders": [[33, "module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"]], "sparknlp_jsl._tf_graph_builders_1x": [[34, "module-sparknlp_jsl._tf_graph_builders_1x"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph": [[35, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder": [[36, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl": [[37, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model": [[38, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver": [[39, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper": [[40, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"]], "sparknlp_jsl.alab": [[41, "module-sparknlp_jsl.alab"]], "sparknlp_jsl.annotator.annotation_merger": [[42, "module-sparknlp_jsl.annotator.annotation_merger"]], "sparknlp_jsl.annotator.assertion.assertionDL": [[43, "module-sparknlp_jsl.annotator.assertion.assertionDL"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter": [[44, "module-sparknlp_jsl.annotator.assertion.assertion_chunk_converter"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg": [[45, "module-sparknlp_jsl.annotator.assertion.assertion_dl_reg"]], "sparknlp_jsl.annotator.assertion": [[46, "module-sparknlp_jsl.annotator.assertion"]], "sparknlp_jsl.annotator.chunker.assertion_filterer": [[47, "module-sparknlp_jsl.annotator.chunker.assertion_filterer"]], "sparknlp_jsl.annotator.chunker.chunk_converter": [[48, "module-sparknlp_jsl.annotator.chunker.chunk_converter"]], "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction": [[49, "module-sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction"]], "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter": [[50, "module-sparknlp_jsl.annotator.chunker.chunk_sentence_splitter"]], "sparknlp_jsl.annotator.chunker.chunker_filterer": [[51, "module-sparknlp_jsl.annotator.chunker.chunker_filterer"]], "sparknlp_jsl.annotator.chunker.chunkmapper": [[52, "module-sparknlp_jsl.annotator.chunker.chunkmapper"]], "sparknlp_jsl.annotator.chunker.chunkmapper_filterer": [[53, "module-sparknlp_jsl.annotator.chunker.chunkmapper_filterer"]], "sparknlp_jsl.annotator.chunker.docmapper": [[54, "module-sparknlp_jsl.annotator.chunker.docmapper"]], "sparknlp_jsl.annotator.chunker": [[55, "module-sparknlp_jsl.annotator.chunker"]], "sparknlp_jsl.annotator.classification.document_log_classifier": [[56, "module-sparknlp_jsl.annotator.classification.document_log_classifier"]], "sparknlp_jsl.annotator.classification.document_ml_classifier": [[57, "module-sparknlp_jsl.annotator.classification.document_ml_classifier"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier": [[58, "module-sparknlp_jsl.annotator.classification.generic_log_reg_classifier"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier": [[59, "module-sparknlp_jsl.annotator.classification.generic_svm_classifier"]], "sparknlp_jsl.annotator.classification": [[60, "module-sparknlp_jsl.annotator.classification"]], "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification": [[61, "module-sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification"]], "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier": [[62, "module-sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier"]], "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification": [[63, "module-sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification"]], "sparknlp_jsl.annotator.context.contextual_parser": [[64, "module-sparknlp_jsl.annotator.context.contextual_parser"]], "sparknlp_jsl.annotator.context": [[65, "module-sparknlp_jsl.annotator.context"]], "sparknlp_jsl.annotator.deid.deIdentification": [[66, "module-sparknlp_jsl.annotator.deid.deIdentification"]], "sparknlp_jsl.annotator.deid.doccument_hashcoder": [[67, "module-sparknlp_jsl.annotator.deid.doccument_hashcoder"]], "sparknlp_jsl.annotator.deid": [[68, "module-sparknlp_jsl.annotator.deid"]], "sparknlp_jsl.annotator.deid.name_obfuscator": [[69, "module-sparknlp_jsl.annotator.deid.name_obfuscator"]], "sparknlp_jsl.annotator.deid.reIdentification": [[70, "module-sparknlp_jsl.annotator.deid.reIdentification"]], "sparknlp_jsl.annotator.deid.replacer": [[71, "module-sparknlp_jsl.annotator.deid.replacer"]], "sparknlp_jsl.annotator.disambiguation": [[72, "module-sparknlp_jsl.annotator.disambiguation"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator": [[73, "module-sparknlp_jsl.annotator.disambiguation.ner_disambiguator"]], "sparknlp_jsl.annotator.doc2_chunk_internal": [[74, "module-sparknlp_jsl.annotator.doc2_chunk_internal"]], "sparknlp_jsl.annotator.embeddings.average_embeddings": [[75, "module-sparknlp_jsl.annotator.embeddings.average_embeddings"]], "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings": [[76, "module-sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings"]], "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings": [[77, "module-sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings"]], "sparknlp_jsl.annotator.embeddings": [[78, "module-sparknlp_jsl.annotator.embeddings"]], "sparknlp_jsl.annotator.feature_assembler": [[79, "module-sparknlp_jsl.annotator.feature_assembler"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier": [[80, "module-sparknlp_jsl.annotator.generic_classifier.generic_classifier"]], "sparknlp_jsl.annotator.generic_classifier": [[81, "module-sparknlp_jsl.annotator.generic_classifier"]], "sparknlp_jsl.annotator": [[82, "module-sparknlp_jsl.annotator"]], "sparknlp_jsl.annotator.merge.chunk_merge": [[83, "module-sparknlp_jsl.annotator.merge.chunk_merge"]], "sparknlp_jsl.annotator.merge": [[84, "module-sparknlp_jsl.annotator.merge"]], "sparknlp_jsl.annotator.ner": [[85, "module-sparknlp_jsl.annotator.ner"]], "sparknlp_jsl.annotator.ner.iob_tagger": [[86, "module-sparknlp_jsl.annotator.ner.iob_tagger"]], "sparknlp_jsl.annotator.ner.medical_ner": [[87, "module-sparknlp_jsl.annotator.ner.medical_ner"]], "sparknlp_jsl.annotator.ner.ner_chunker": [[88, "module-sparknlp_jsl.annotator.ner.ner_chunker"]], "sparknlp_jsl.annotator.ner.ner_converter_internal": [[89, "module-sparknlp_jsl.annotator.ner.ner_converter_internal"]], "sparknlp_jsl.annotator.ner.zero_shot_ner": [[90, "module-sparknlp_jsl.annotator.ner.zero_shot_ner"]], "sparknlp_jsl.annotator.normalizer.date_normalizer": [[91, "module-sparknlp_jsl.annotator.normalizer.date_normalizer"]], "sparknlp_jsl.annotator.normalizer.drug_normalizer": [[92, "module-sparknlp_jsl.annotator.normalizer.drug_normalizer"]], "sparknlp_jsl.annotator.normalizer": [[93, "module-sparknlp_jsl.annotator.normalizer"]], "sparknlp_jsl.annotator.qa.gpt_generation_params": [[94, "module-sparknlp_jsl.annotator.qa.gpt_generation_params"]], "sparknlp_jsl.annotator.qa": [[95, "module-sparknlp_jsl.annotator.qa"]], "sparknlp_jsl.annotator.qa.medical_qa": [[96, "module-sparknlp_jsl.annotator.qa.medical_qa"]], "sparknlp_jsl.annotator.qa.qa_ner_generator": [[97, "module-sparknlp_jsl.annotator.qa.qa_ner_generator"]], "sparknlp_jsl.annotator.re": [[98, "module-sparknlp_jsl.annotator.re"]], "sparknlp_jsl.annotator.re.relation_extraction": [[99, "module-sparknlp_jsl.annotator.re.relation_extraction"]], "sparknlp_jsl.annotator.re.relation_extraction_dl": [[100, "module-sparknlp_jsl.annotator.re.relation_extraction_dl"]], "sparknlp_jsl.annotator.re.relation_ner_chunk_filter": [[101, "module-sparknlp_jsl.annotator.re.relation_ner_chunk_filter"]], "sparknlp_jsl.annotator.re.zero_shot_relation_extraction": [[102, "module-sparknlp_jsl.annotator.re.zero_shot_relation_extraction"]], "sparknlp_jsl.annotator.resolution": [[103, "module-sparknlp_jsl.annotator.resolution"]], "sparknlp_jsl.annotator.resolution.resolver_merger": [[104, "module-sparknlp_jsl.annotator.resolution.resolver_merger"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver": [[105, "module-sparknlp_jsl.annotator.resolution.sentence_entity_resolver"]], "sparknlp_jsl.annotator.resolution2_chunk": [[106, "module-sparknlp_jsl.annotator.resolution2_chunk"]], "sparknlp_jsl.annotator.router": [[107, "module-sparknlp_jsl.annotator.router"]], "sparknlp_jsl.annotator.seq2seq": [[108, "module-sparknlp_jsl.annotator.seq2seq"]], "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder": [[109, "module-sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder"]], "sparknlp_jsl.annotator.seq2seq.medical_summarizer": [[110, "module-sparknlp_jsl.annotator.seq2seq.medical_summarizer"]], "sparknlp_jsl.annotator.seq2seq.medical_text_generator": [[111, "module-sparknlp_jsl.annotator.seq2seq.medical_text_generator"]], "sparknlp_jsl.annotator.source_tracking_metadata_params": [[112, "module-sparknlp_jsl.annotator.source_tracking_metadata_params"]], "sparknlp_jsl.annotator.tf_graph_builder": [[113, "module-sparknlp_jsl.annotator.tf_graph_builder"]], "Parameters": [[113, "parameters"], [113, "id1"]], "sparknlp_jsl.annotator.windowed": [[114, "module-sparknlp_jsl.annotator.windowed"]], "sparknlp_jsl.annotator.windowed.windowed_sentence": [[115, "module-sparknlp_jsl.annotator.windowed.windowed_sentence"]], "sparknlp_jsl.base": [[116, "module-sparknlp_jsl.base"]], "sparknlp_jsl.common.annotator_approach_internal": [[117, "module-sparknlp_jsl.common.annotator_approach_internal"]], "sparknlp_jsl.common.annotator_model_internal": [[118, "module-sparknlp_jsl.common.annotator_model_internal"]], "sparknlp_jsl.common.annotator_properties_internal": [[119, "module-sparknlp_jsl.common.annotator_properties_internal"]], "sparknlp_jsl.common": [[120, "module-sparknlp_jsl.common"]], "sparknlp_jsl.compatibility": [[121, "module-sparknlp_jsl.compatibility"]], "sparknlp_jsl.custom_transformer": [[122, "module-sparknlp_jsl.custom_transformer"]], "sparknlp_jsl.eval": [[123, "module-sparknlp_jsl.eval"]], "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL": [[124, "module-sparknlp_jsl.finance.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.finance.chunk_classification.assertion": [[125, "module-sparknlp_jsl.finance.chunk_classification.assertion"]], "sparknlp_jsl.finance.chunk_classification.deid.deIdentification": [[126, "module-sparknlp_jsl.finance.chunk_classification.deid.deIdentification"]], "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder": [[127, "module-sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.finance.chunk_classification.deid": [[128, "module-sparknlp_jsl.finance.chunk_classification.deid"]], "sparknlp_jsl.finance.chunk_classification": [[129, "module-sparknlp_jsl.finance.chunk_classification"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper": [[130, "module-sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper": [[131, "module-sparknlp_jsl.finance.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.finance.chunk_classification.resolution": [[132, "module-sparknlp_jsl.finance.chunk_classification.resolution"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver": [[133, "module-sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.finance.graph": [[134, "module-sparknlp_jsl.finance.graph"]], "sparknlp_jsl.finance.graph.relation_extraction": [[135, "module-sparknlp_jsl.finance.graph.relation_extraction"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl": [[136, "module-sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction": [[137, "module-sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.finance": [[138, "module-sparknlp_jsl.finance"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification": [[139, "module-sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl": [[140, "module-sparknlp_jsl.finance.sequence_classification.finance_classifier_dl"]], "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier": [[141, "module-sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier"]], "sparknlp_jsl.finance.sequence_classification": [[142, "module-sparknlp_jsl.finance.sequence_classification"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder": [[143, "module-sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder"]], "sparknlp_jsl.finance.sequence_generation.finance_qa": [[144, "module-sparknlp_jsl.finance.sequence_generation.finance_qa"]], "sparknlp_jsl.finance.sequence_generation.finance_summarizer": [[145, "module-sparknlp_jsl.finance.sequence_generation.finance_summarizer"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator": [[146, "module-sparknlp_jsl.finance.sequence_generation.finance_text_generator"]], "sparknlp_jsl.finance.sequence_generation": [[147, "module-sparknlp_jsl.finance.sequence_generation"]], "sparknlp_jsl.finance.sequence_generation.qa_ner_generator": [[148, "module-sparknlp_jsl.finance.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.finance.token_classification": [[149, "module-sparknlp_jsl.finance.token_classification"]], "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier": [[150, "module-sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner": [[151, "module-sparknlp_jsl.finance.token_classification.ner.finance_ner"]], "sparknlp_jsl.finance.token_classification.ner": [[152, "module-sparknlp_jsl.finance.token_classification.ner"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner": [[153, "module-sparknlp_jsl.finance.token_classification.ner.zero_shot_ner"]], "sparknlp_jsl.functions": [[154, "module-sparknlp_jsl.functions"]], "sparknlp_jsl": [[155, "module-sparknlp_jsl"]], "sparknlp_jsl.internal": [[156, "module-sparknlp_jsl.internal"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL": [[157, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[158, "module-sparknlp_jsl.legal.chunk_classification.assertion"]], "sparknlp_jsl.legal.chunk_classification.deid.deIdentification": [[159, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[160, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid": [[161, "module-sparknlp_jsl.legal.chunk_classification.deid"]], "sparknlp_jsl.legal.chunk_classification": [[162, "module-sparknlp_jsl.legal.chunk_classification"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[163, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[164, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[165, "module-sparknlp_jsl.legal.chunk_classification.resolution"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[166, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.legal.graph": [[167, "module-sparknlp_jsl.legal.graph"]], "sparknlp_jsl.legal.graph.relation_extraction": [[168, "module-sparknlp_jsl.legal.graph.relation_extraction"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[169, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[170, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.legal": [[171, "module-sparknlp_jsl.legal"]], "sparknlp_jsl.legal.sequence_classification": [[172, "module-sparknlp_jsl.legal.sequence_classification"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[173, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[174, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[175, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"]], "sparknlp_jsl.legal.sequence_generation": [[176, "module-sparknlp_jsl.legal.sequence_generation"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[177, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[178, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[179, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[180, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[181, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.legal.token_classification": [[182, "module-sparknlp_jsl.legal.token_classification"]], "sparknlp_jsl.legal.token_classification.ner": [[183, "module-sparknlp_jsl.legal.token_classification.ner"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[184, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[185, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[186, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"]], "sparknlp_jsl.modelTracer": [[187, "module-sparknlp_jsl.modelTracer"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[188, "module-sparknlp_jsl.nlp_test.bias.bias_testing"]], "sparknlp_jsl.nlp_test.bias": [[189, "module-sparknlp_jsl.nlp_test.bias"]], "sparknlp_jsl.nlp_test": [[190, "module-sparknlp_jsl.nlp_test"]], "sparknlp_jsl.nlp_test.noisy_labels": [[191, "module-sparknlp_jsl.nlp_test.noisy_labels"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing": [[192, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing": [[193, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing"]], "sparknlp_jsl.nlp_test.noisy_labels.utils": [[194, "module-sparknlp_jsl.nlp_test.noisy_labels.utils"]], "sparknlp_jsl.nlp_test.robustness": [[195, "module-sparknlp_jsl.nlp_test.robustness"]], "sparknlp_jsl.nlp_test.robustness.robustness_fixing": [[196, "module-sparknlp_jsl.nlp_test.robustness.robustness_fixing"]], "sparknlp_jsl.nlp_test.robustness.robustness_testing": [[197, "module-sparknlp_jsl.nlp_test.robustness.robustness_testing"]], "sparknlp_jsl.nlp_test.robustness.utils": [[198, "module-sparknlp_jsl.nlp_test.robustness.utils"]], "sparknlp_jsl.pretrained": [[199, "module-sparknlp_jsl.pretrained"]], "sparknlp_jsl.structured_deidentification": [[200, "module-sparknlp_jsl.structured_deidentification"]], "sparknlp_jsl.text_to_documents_columns": [[201, "module-sparknlp_jsl.text_to_documents_columns"]], "sparknlp_jsl.training": [[202, "module-sparknlp_jsl.training"]], "sparknlp_jsl.training_log_parser": [[203, "module-sparknlp_jsl.training_log_parser"]], "sparknlp_jsl.updateModels": [[204, "module-sparknlp_jsl.updateModels"]], "sparknlp_jsl.util": [[205, "module-sparknlp_jsl.util"]], "sparknlp_jsl.utils.alab_utils": [[206, "module-sparknlp_jsl.utils.alab_utils"]], "sparknlp_jsl.utils.conll_parse": [[207, "module-sparknlp_jsl.utils.conll_parse"]], "sparknlp_jsl.utils.deidentification_module": [[208, "module-sparknlp_jsl.utils.deidentification_module"]], "Parameters:": [[208, "parameters"]], "Returns:": [[208, "returns"]], "sparknlp_jsl.utils.imports": [[209, "module-sparknlp_jsl.utils.imports"]], "sparknlp_jsl.utils": [[210, "module-sparknlp_jsl.utils"]], "sparknlp_jsl.utils.licensed_annotator_type": [[211, "module-sparknlp_jsl.utils.licensed_annotator_type"]], "sparknlp_jsl.utils.log_parse": [[212, "module-sparknlp_jsl.utils.log_parse"]], "sparknlp_jsl.utils.ner_utils": [[213, "module-sparknlp_jsl.utils.ner_utils"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[214, "module-sparknlp_jsl.utils.ocr_nlp_processor"]], "sparknlp_jsl.utils.ocr_utils": [[215, "module-sparknlp_jsl.utils.ocr_utils"]], "sparknlp_jsl.utils.training_log_parser_utils": [[216, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "API Reference": [[217, "api-reference"]], "Modules": [[217, "modules"]]}, "indexentries": {"assertionmodel (class in sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel"]], "add_bidirectional_lstm() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm"]], "add_optimizer() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer"]], "calc_accuracy() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy"]], "confusion_matrix() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix"]], "fully_connected_layer() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer"]], "module": [[2, "module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model"], [3, "module-sparknlp_jsl._tf_graph_builders.assertion_dl"], [4, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel"], [5, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model"], [6, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model"], [7, "module-sparknlp_jsl._tf_graph_builders.generic_classifier"], [8, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker"], [9, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings"], [10, "module-sparknlp_jsl._tf_graph_builders.graph_builders"], [11, "module-sparknlp_jsl._tf_graph_builders"], [12, "module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"], [13, "module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"], [14, "module-sparknlp_jsl._tf_graph_builders.ner_dl"], [15, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"], [16, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"], [17, "module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"], [18, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"], [19, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"], [20, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"], [21, "module-sparknlp_jsl._tf_graph_builders.tf2contrib"], [22, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"], [23, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"], [24, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"], [25, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"], [26, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"], [27, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"], [28, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"], [29, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"], [30, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"], [31, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"], [32, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"], [33, "module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"], [34, "module-sparknlp_jsl._tf_graph_builders_1x"], [35, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"], [36, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"], [37, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"], [38, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"], [39, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"], [40, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"], [41, "module-sparknlp_jsl.alab"], [42, "module-sparknlp_jsl.annotator.annotation_merger"], [43, "module-sparknlp_jsl.annotator.assertion.assertionDL"], [44, "module-sparknlp_jsl.annotator.assertion.assertion_chunk_converter"], [45, "module-sparknlp_jsl.annotator.assertion.assertion_dl_reg"], [46, "module-sparknlp_jsl.annotator.assertion"], [47, "module-sparknlp_jsl.annotator.chunker.assertion_filterer"], [48, "module-sparknlp_jsl.annotator.chunker.chunk_converter"], [49, "module-sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction"], [50, "module-sparknlp_jsl.annotator.chunker.chunk_sentence_splitter"], [51, "module-sparknlp_jsl.annotator.chunker.chunker_filterer"], [52, "module-sparknlp_jsl.annotator.chunker.chunkmapper"], [53, "module-sparknlp_jsl.annotator.chunker.chunkmapper_filterer"], [54, "module-sparknlp_jsl.annotator.chunker.docmapper"], [55, "module-sparknlp_jsl.annotator.chunker"], [56, "module-sparknlp_jsl.annotator.classification.document_log_classifier"], [57, "module-sparknlp_jsl.annotator.classification.document_ml_classifier"], [58, "module-sparknlp_jsl.annotator.classification.generic_log_reg_classifier"], [59, "module-sparknlp_jsl.annotator.classification.generic_svm_classifier"], [60, "module-sparknlp_jsl.annotator.classification"], [61, "module-sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification"], [62, "module-sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier"], [63, "module-sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification"], [64, "module-sparknlp_jsl.annotator.context.contextual_parser"], [65, "module-sparknlp_jsl.annotator.context"], [66, "module-sparknlp_jsl.annotator.deid.deIdentification"], [67, "module-sparknlp_jsl.annotator.deid.doccument_hashcoder"], [68, "module-sparknlp_jsl.annotator.deid"], [69, "module-sparknlp_jsl.annotator.deid.name_obfuscator"], [70, "module-sparknlp_jsl.annotator.deid.reIdentification"], [71, "module-sparknlp_jsl.annotator.deid.replacer"], [72, "module-sparknlp_jsl.annotator.disambiguation"], [73, "module-sparknlp_jsl.annotator.disambiguation.ner_disambiguator"], [74, "module-sparknlp_jsl.annotator.doc2_chunk_internal"], [75, "module-sparknlp_jsl.annotator.embeddings.average_embeddings"], [76, "module-sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings"], [77, "module-sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings"], [78, "module-sparknlp_jsl.annotator.embeddings"], [79, "module-sparknlp_jsl.annotator.feature_assembler"], [80, "module-sparknlp_jsl.annotator.generic_classifier.generic_classifier"], [81, "module-sparknlp_jsl.annotator.generic_classifier"], [82, "module-sparknlp_jsl.annotator"], [83, "module-sparknlp_jsl.annotator.merge.chunk_merge"], [84, "module-sparknlp_jsl.annotator.merge"], [85, "module-sparknlp_jsl.annotator.ner"], [86, "module-sparknlp_jsl.annotator.ner.iob_tagger"], [87, "module-sparknlp_jsl.annotator.ner.medical_ner"], [88, "module-sparknlp_jsl.annotator.ner.ner_chunker"], [89, "module-sparknlp_jsl.annotator.ner.ner_converter_internal"], [90, "module-sparknlp_jsl.annotator.ner.zero_shot_ner"], [91, "module-sparknlp_jsl.annotator.normalizer.date_normalizer"], [92, "module-sparknlp_jsl.annotator.normalizer.drug_normalizer"], [93, "module-sparknlp_jsl.annotator.normalizer"], [94, "module-sparknlp_jsl.annotator.qa.gpt_generation_params"], [95, "module-sparknlp_jsl.annotator.qa"], [96, "module-sparknlp_jsl.annotator.qa.medical_qa"], [97, "module-sparknlp_jsl.annotator.qa.qa_ner_generator"], [98, "module-sparknlp_jsl.annotator.re"], [99, "module-sparknlp_jsl.annotator.re.relation_extraction"], [100, "module-sparknlp_jsl.annotator.re.relation_extraction_dl"], [101, "module-sparknlp_jsl.annotator.re.relation_ner_chunk_filter"], [102, "module-sparknlp_jsl.annotator.re.zero_shot_relation_extraction"], [103, "module-sparknlp_jsl.annotator.resolution"], [104, "module-sparknlp_jsl.annotator.resolution.resolver_merger"], [105, "module-sparknlp_jsl.annotator.resolution.sentence_entity_resolver"], [106, "module-sparknlp_jsl.annotator.resolution2_chunk"], [107, "module-sparknlp_jsl.annotator.router"], [108, "module-sparknlp_jsl.annotator.seq2seq"], [109, "module-sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder"], [110, "module-sparknlp_jsl.annotator.seq2seq.medical_summarizer"], [111, "module-sparknlp_jsl.annotator.seq2seq.medical_text_generator"], [112, "module-sparknlp_jsl.annotator.source_tracking_metadata_params"], [113, "module-sparknlp_jsl.annotator.tf_graph_builder"], [114, "module-sparknlp_jsl.annotator.windowed"], [115, "module-sparknlp_jsl.annotator.windowed.windowed_sentence"], [116, "module-sparknlp_jsl.base"], [117, "module-sparknlp_jsl.common.annotator_approach_internal"], [118, "module-sparknlp_jsl.common.annotator_model_internal"], [119, "module-sparknlp_jsl.common.annotator_properties_internal"], [120, "module-sparknlp_jsl.common"], [121, "module-sparknlp_jsl.compatibility"], [122, "module-sparknlp_jsl.custom_transformer"], [123, "module-sparknlp_jsl.eval"], [124, "module-sparknlp_jsl.finance.chunk_classification.assertion.assertionDL"], [125, "module-sparknlp_jsl.finance.chunk_classification.assertion"], [126, "module-sparknlp_jsl.finance.chunk_classification.deid.deIdentification"], [127, "module-sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder"], [128, "module-sparknlp_jsl.finance.chunk_classification.deid"], [129, "module-sparknlp_jsl.finance.chunk_classification"], [130, "module-sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper"], [131, "module-sparknlp_jsl.finance.chunk_classification.resolution.docmapper"], [132, "module-sparknlp_jsl.finance.chunk_classification.resolution"], [133, "module-sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver"], [134, "module-sparknlp_jsl.finance.graph"], [135, "module-sparknlp_jsl.finance.graph.relation_extraction"], [136, "module-sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl"], [137, "module-sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction"], [138, "module-sparknlp_jsl.finance"], [139, "module-sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification"], [140, "module-sparknlp_jsl.finance.sequence_classification.finance_classifier_dl"], [141, "module-sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier"], [142, "module-sparknlp_jsl.finance.sequence_classification"], [143, "module-sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder"], [144, "module-sparknlp_jsl.finance.sequence_generation.finance_qa"], [145, "module-sparknlp_jsl.finance.sequence_generation.finance_summarizer"], [146, "module-sparknlp_jsl.finance.sequence_generation.finance_text_generator"], [147, "module-sparknlp_jsl.finance.sequence_generation"], [148, "module-sparknlp_jsl.finance.sequence_generation.qa_ner_generator"], [149, "module-sparknlp_jsl.finance.token_classification"], [150, "module-sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier"], [151, "module-sparknlp_jsl.finance.token_classification.ner.finance_ner"], [152, "module-sparknlp_jsl.finance.token_classification.ner"], [153, "module-sparknlp_jsl.finance.token_classification.ner.zero_shot_ner"], [154, "module-sparknlp_jsl.functions"], [155, "module-sparknlp_jsl"], [156, "module-sparknlp_jsl.internal"], [157, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"], [158, "module-sparknlp_jsl.legal.chunk_classification.assertion"], [159, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"], [160, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"], [161, "module-sparknlp_jsl.legal.chunk_classification.deid"], [162, "module-sparknlp_jsl.legal.chunk_classification"], [163, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"], [164, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"], [165, "module-sparknlp_jsl.legal.chunk_classification.resolution"], [166, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"], [167, "module-sparknlp_jsl.legal.graph"], [168, "module-sparknlp_jsl.legal.graph.relation_extraction"], [169, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"], [170, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"], [171, "module-sparknlp_jsl.legal"], [172, "module-sparknlp_jsl.legal.sequence_classification"], [173, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"], [174, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"], [175, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"], [176, "module-sparknlp_jsl.legal.sequence_generation"], [177, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"], [178, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"], [179, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"], [180, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"], [181, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"], [182, "module-sparknlp_jsl.legal.token_classification"], [183, "module-sparknlp_jsl.legal.token_classification.ner"], [184, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"], [185, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"], [186, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"], [187, "module-sparknlp_jsl.modelTracer"], [188, "module-sparknlp_jsl.nlp_test.bias.bias_testing"], [189, "module-sparknlp_jsl.nlp_test.bias"], [190, "module-sparknlp_jsl.nlp_test"], [191, "module-sparknlp_jsl.nlp_test.noisy_labels"], [192, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing"], [193, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing"], [194, "module-sparknlp_jsl.nlp_test.noisy_labels.utils"], [195, "module-sparknlp_jsl.nlp_test.robustness"], [196, "module-sparknlp_jsl.nlp_test.robustness.robustness_fixing"], [197, "module-sparknlp_jsl.nlp_test.robustness.robustness_testing"], [198, "module-sparknlp_jsl.nlp_test.robustness.utils"], [199, "module-sparknlp_jsl.pretrained"], [200, "module-sparknlp_jsl.structured_deidentification"], [201, "module-sparknlp_jsl.text_to_documents_columns"], [202, "module-sparknlp_jsl.training"], [203, "module-sparknlp_jsl.training_log_parser"], [204, "module-sparknlp_jsl.updateModels"], [205, "module-sparknlp_jsl.util"], [206, "module-sparknlp_jsl.utils.alab_utils"], [207, "module-sparknlp_jsl.utils.conll_parse"], [208, "module-sparknlp_jsl.utils.deidentification_module"], [209, "module-sparknlp_jsl.utils.imports"], [210, "module-sparknlp_jsl.utils"], [211, "module-sparknlp_jsl.utils.licensed_annotator_type"], [212, "module-sparknlp_jsl.utils.log_parse"], [213, "module-sparknlp_jsl.utils.ner_utils"], [214, "module-sparknlp_jsl.utils.ocr_nlp_processor"], [215, "module-sparknlp_jsl.utils.ocr_utils"], [216, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "persist_graph() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph"]], "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model": [[2, "module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model"]], "train() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train"]], "sparknlp_jsl._tf_graph_builders.assertion_dl": [[3, "module-sparknlp_jsl._tf_graph_builders.assertion_dl"]], "basetfmodel (class in sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel"]], "build() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build"]], "export_graph() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph"]], "fit_dataset() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset"]], "generate_batch() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch"]], "get_graph() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph"]], "is_built() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built"]], "load_graph() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph"]], "run_tests() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel": [[4, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel"]], "build_params (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)": [[5, "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params"]], "model (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)": [[5, "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model": [[5, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model"]], "genericclassifiermodel (class in sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model)": [[6, "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel"]], "build() (genericclassifiermodel method)": [[6, "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build"], [29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build"]], "export_graph() (genericclassifiermodel method)": [[6, "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph"], [29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph"]], "run_tests() (genericclassifiermodel method)": [[6, "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests"], [29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model": [[6, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier": [[7, "module-sparknlp_jsl._tf_graph_builders.generic_classifier"]], "progresstracker (class in sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker"]], "get_report_interval() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval"]], "on_batch() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch"]], "on_epoch() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch"]], "on_training_end() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end"]], "on_training_start() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start"]], "print_progress() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker": [[8, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker"]], "acc (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC"]], "datasets_dir (settings attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR"]], "default_model_node_names (settings attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES"]], "evaluate (run_types attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE"]], "init (model_ops attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT"]], "inputs (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS"]], "learning_rate (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE"]], "logs_dir (settings attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR"]], "loss (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS"]], "models_dir (settings attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR"]], "model_ops (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS"]], "model_tensors (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS"]], "outputs (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS"]], "predict (run_types attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT"]], "run_types (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES"]], "settings (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings"]], "targets (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS"]], "train (model_ops attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN"]], "train (run_types attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings": [[9, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings"]], "assertiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder"]], "genericclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder"]], "logregclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder"]], "nertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder"]], "relationextractiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder"]], "svmclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder"]], "tfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"]], "tfgraphbuilderfactory (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory"]], "tensorflowaddonsneeded": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded"]], "wrongtfversion": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion"]], "build() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build"]], "build() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build"]], "build() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build"]], "build() (tfgraphbuilderfactory static method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build"]], "check_build_params() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params"]], "get_build_param() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param"]], "get_build_params() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params"]], "get_build_params_with_defaults() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults"]], "get_model_build_param_explanations() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (logregclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (svmclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_params() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (logregclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (svmclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params"]], "get_model_filename() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename"]], "get_model_filename() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename"]], "get_model_filename() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename"]], "get_model_filename() (relationextractiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename"]], "get_model_filename() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename"]], "get_models() (tfgraphbuilderfactory static method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models"]], "print_model_params() (tfgraphbuilderfactory static method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params"]], "sparknlp_jsl._tf_graph_builders.graph_builders": [[10, "module-sparknlp_jsl._tf_graph_builders.graph_builders"]], "supports_auto_file_name() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name"]], "supports_auto_file_name() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name"]], "supports_auto_file_name() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name"]], "supports_auto_file_name() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders": [[11, "module-sparknlp_jsl._tf_graph_builders"]], "create_graph() (in module sparknlp_jsl._tf_graph_builders.ner_dl.create_graph)": [[12, "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph"]], "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph": [[12, "module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"]], "datasetencoder (class in sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder"]], "encode() (datasetencoder method)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode"], [36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode"]], "get_char_indexes() (datasetencoder method)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes"], [36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes"]], "normalize() (datasetencoder static method)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize"], [36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize"]], "shuffle() (datasetencoder method)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle"], [36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle"]], "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder": [[13, "module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders.ner_dl": [[14, "module-sparknlp_jsl._tf_graph_builders.ner_dl"]], "nermodel (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel"]], "add_bilstm_char_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr"]], "add_cnn_char_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr"]], "add_context_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr"]], "add_inference_layer() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer"]], "add_pretrained_word_embeddings() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings"]], "add_training_op() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op"]], "close() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close"]], "fill() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill"]], "get_char_ids() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids"]], "get_from_batch() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch"]], "get_sentence_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths"]], "get_sentence_token_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths"]], "get_softmax() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax"]], "get_tag_ids() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids"]], "get_word_embeddings() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings"]], "get_word_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths"]], "init_variables() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables"]], "measure() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure"]], "num_trues() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues"]], "predict() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict"]], "slice() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model": [[15, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"]], "train() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train"]], "nermodelsaver (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver"]], "restore_tensorflow_state() (nermodelsaver static method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state"]], "save() (nermodelsaver method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save"]], "save_models() (nermodelsaver method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver": [[16, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"]], "sentencegrouper (class in sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper"]], "get_bucket_id() (sentencegrouper method)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id"], [40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id"]], "slice() (sentencegrouper method)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice"], [40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper": [[17, "module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"]], "embeddingwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper"]], "inputprojectionwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper"]], "outputprojectionwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper"]], "rnncell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell"]], "call() (embeddingwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call"]], "call() (inputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call"]], "call() (outputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell": [[18, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"]], "zero_state() (embeddingwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state"]], "zero_state() (inputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state"]], "zero_state() (outputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state"]], "fusedrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell"]], "fusedrnncelladaptor (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor"]], "timereversedfusedrnn (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell": [[19, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"]], "grublockcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell"]], "grublockcellv2 (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2"]], "layerrnncell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell"]], "build() (grublockcell method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build"]], "build() (grublockcellv2 method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build"]], "call() (grublockcell method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops": [[20, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib": [[21, "module-sparknlp_jsl._tf_graph_builders.tf2contrib"]], "tf (in module sparknlp_jsl._tf_graph_builders.tf2contrib)": [[21, "sparknlp_jsl._tf_graph_builders.tf2contrib.tf"]], "lstmblockcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell"]], "lstmblockfusedcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell"]], "lstmblockwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper"]], "layerrnncell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell"]], "build() (lstmblockcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build"]], "build() (lstmblockfusedcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build"]], "call() (lstmblockcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call"]], "call() (lstmblockwrapper method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call"]], "num_units() (lstmblockwrapper method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops": [[22, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn": [[23, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"]], "stack_bidirectional_dynamic_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)": [[23, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn"]], "stack_bidirectional_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)": [[23, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn"]], "attentioncellwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper"]], "bidirectionalgridlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell"]], "cfncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell"]], "compiledwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper"]], "conv1dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell"]], "conv2dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell"]], "conv3dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell"]], "convlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell"]], "coupledinputforgetgatelstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell"]], "glstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell"]], "gridlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell"]], "highwaywrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper"]], "indrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell"]], "indygrucell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell"]], "indylstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell"]], "intersectionrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell"]], "layernormbasiclstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell"]], "layernormlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell"]], "minimalrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell"]], "nascell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell"]], "ntmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell"]], "ntmcontrollerstate (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState"]], "phasedlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell"]], "srucell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell"]], "timefreqlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell"]], "ugrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell"]], "weightnormlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell"]], "build() (cfncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build"]], "build() (indrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build"]], "build() (indygrucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build"]], "build() (indylstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build"]], "build() (minimalrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build"]], "build() (nascell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build"]], "build() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build"]], "build() (srucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build"]], "call() (attentioncellwrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call"]], "call() (bidirectionalgridlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call"]], "call() (cfncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call"]], "call() (convlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call"]], "call() (coupledinputforgetgatelstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call"]], "call() (glstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call"]], "call() (gridlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call"]], "call() (indrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call"]], "call() (indygrucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call"]], "call() (indylstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call"]], "call() (intersectionrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call"]], "call() (layernormbasiclstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call"]], "call() (layernormlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call"]], "call() (minimalrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call"]], "call() (nascell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call"]], "call() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call"]], "call() (phasedlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call"]], "call() (srucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call"]], "call() (timefreqlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call"]], "call() (ugrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call"]], "call() (weightnormlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell": [[24, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"]], "zero_state() (compiledwrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state"]], "zero_state() (highwaywrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state"]], "zero_state() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state"]], "assertionmodel (class in sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model)": [[25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model": [[25, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl": [[26, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"]], "basetfmodel (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel)": [[27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel": [[27, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"]], "build_params (in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)": [[28, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params"]], "model (in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)": [[28, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model": [[28, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"]], "genericclassifiermodel (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model)": [[29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model": [[29, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier": [[30, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"]], "progresstracker (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker)": [[31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker": [[31, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"]], "model_ops (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS"]], "model_tensors (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS"]], "run_types (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES"]], "settings (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings": [[32, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"]], "assertiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder"]], "genericclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder"]], "nertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder"]], "relationextractiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder"]], "tfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"]], "tfgraphbuilderfactory (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders": [[33, "module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"]], "sparknlp_jsl._tf_graph_builders_1x": [[34, "module-sparknlp_jsl._tf_graph_builders_1x"]], "create_graph() (in module sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph)": [[35, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph": [[35, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"]], "datasetencoder (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder)": [[36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder": [[36, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl": [[37, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"]], "nermodel (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model)": [[38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model": [[38, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"]], "nermodelsaver (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver)": [[39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver": [[39, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"]], "sentencegrouper (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper)": [[40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper": [[40, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"]], "annotationlab (class in sparknlp_jsl.alab)": [[41, "sparknlp_jsl.alab.AnnotationLab"]], "create_project() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.create_project"]], "delete_project() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.delete_project"]], "delete_tasks() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.delete_tasks"]], "generate_preannotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.generate_preannotations"]], "get_iaa_metrics() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_IAA_metrics"]], "get_all_projects() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_all_projects"]], "get_annotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_annotations"]], "get_assertion_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_assertion_data"]], "get_classification_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_classification_data"]], "get_conll_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_conll_data"]], "get_project_config() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_project_config"]], "get_relation_extraction_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_relation_extraction_data"]], "review_annotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.review_annotations"]], "set_credentials() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.set_credentials"]], "set_project_config() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.set_project_config"]], "sparknlp_jsl.alab": [[41, "module-sparknlp_jsl.alab"]], "upload_preannotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.upload_preannotations"]], "upload_tasks() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.upload_tasks"]], "annotationmerger (class in sparknlp_jsl.annotator.annotation_merger)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger"]], "inputannotatortypes (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.inputAnnotatorTypes"]], "inputtype (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.inputType"]], "name (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.name"]], "outputannotatortype (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.outputAnnotatorType"]], "setinputcols() (annotationmerger method)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.setInputCols"]], "setinputtype() (annotationmerger method)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.setInputType"]], "skiplpinputcolsvalidation (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.annotation_merger": [[42, "module-sparknlp_jsl.annotator.annotation_merger"]], "assertiondlapproach (class in sparknlp_jsl.annotator.assertion.assertiondl)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.annotator.assertion.assertiondl)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel"]], "batchsize (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.batchSize"]], "classes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.classes"]], "configprotobytes (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.configProtoBytes"]], "configprotobytes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.configProtoBytes"]], "dropout (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.dropout"]], "enableoutputlogs (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.enableOutputLogs"]], "endcol (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.endCol"]], "epochs (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.epochs"]], "graphfile (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.graphFile"]], "graphfolder (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.graphFolder"]], "includeconfidence (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.includeConfidence"]], "includeconfidence (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.includeConfidence"]], "inputannotatortypes (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.inputAnnotatorTypes"]], "inputannotatortypes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.inputAnnotatorTypes"]], "label (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.label"]], "learningrate (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.learningRate"]], "maxsentlen (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.maxSentLen"]], "maxsentlen (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.maxSentLen"]], "name (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.name"], [124, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel.name"], [157, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel.name"]], "outputannotatortype (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.outputAnnotatorType"]], "outputannotatortype (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.outputAnnotatorType"]], "outputlogspath (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.outputLogsPath"]], "pretrained() (assertiondlmodel static method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.pretrained"], [124, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel.pretrained"], [157, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel.pretrained"]], "scopewindow (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.scopeWindow"]], "scopewindow (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.scopeWindow"]], "setbatchsize() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setBatchSize"]], "setconfigprotobytes() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setConfigProtoBytes"]], "setconfigprotobytes() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setConfigProtoBytes"]], "setdropout() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setDropout"]], "setenableoutputlogs() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEnableOutputLogs"]], "setendcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEndCol"]], "setepochs() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEpochs"]], "setgraphfile() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setGraphFile"]], "setgraphfolder() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setGraphFolder"]], "setincludeconfidence() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setIncludeConfidence"]], "setincludeconfidence() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setIncludeConfidence"]], "setlabelcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setLabelCol"]], "setlearningrate() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setLearningRate"]], "setmaxsentlen() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setMaxSentLen"]], "setoutputlogspath() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setOutputLogsPath"]], "setscopewindow() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setScopeWindow"]], "setscopewindow() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setScopeWindow"]], "setstartcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setStartCol"]], "settestdataset() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setTestDataset"]], "setvalidationsplit() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setValidationSplit"]], "setverbose() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setVerbose"]], "sparknlp_jsl.annotator.assertion.assertiondl": [[43, "module-sparknlp_jsl.annotator.assertion.assertionDL"]], "startcol (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.startCol"]], "targetnerlabels (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.targetNerLabels"]], "testdataset (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.testDataset"]], "validationsplit (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.validationSplit"]], "verbose (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.verbose"]], "assertionchunkconverter (class in sparknlp_jsl.annotator.assertion.assertion_chunk_converter)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter"]], "chunkbegincol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkBeginCol"]], "chunkendcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkEndCol"]], "chunktextcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkTextCol"]], "inputannotatortypes (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.inputAnnotatorTypes"]], "inputcols (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.inputCols"]], "name (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.name"]], "outputannotatortype (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputAnnotatorType"]], "outputcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputCol"]], "outputtokenbegincol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputTokenBeginCol"]], "outputtokenendcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputTokenEndCol"]], "setchunkbegincol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkBeginCol"]], "setchunkendcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkEndCol"]], "setchunktextcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkTextCol"]], "setinputcols() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setInputCols"]], "setoutputcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputCol"]], "setoutputtokenbegincol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputTokenBeginCol"]], "setoutputtokenendcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputTokenEndCol"]], "setparams() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setParams"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter": [[44, "module-sparknlp_jsl.annotator.assertion.assertion_chunk_converter"]], "assertionlogregapproach (class in sparknlp_jsl.annotator.assertion.assertion_dl_reg)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach"]], "assertionlogregmodel (class in sparknlp_jsl.annotator.assertion.assertion_dl_reg)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel"]], "afterparam (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.afterParam"]], "afterparam (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.afterParam"]], "beforeparam (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.beforeParam"]], "beforeparam (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.beforeParam"]], "enetparam (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.eNetParam"]], "endcol (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.endCol"]], "endcol (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.endCol"]], "inputannotatortypes (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.inputAnnotatorTypes"]], "inputannotatortypes (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.inputAnnotatorTypes"]], "label (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.label"]], "maxiter (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.maxIter"]], "name (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.name"]], "nercol (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.nerCol"]], "nercol (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.nerCol"]], "outputannotatortype (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.outputAnnotatorType"]], "outputannotatortype (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.outputAnnotatorType"]], "pretrained() (assertionlogregmodel static method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.pretrained"]], "regparam (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.regParam"]], "setafter() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setAfter"]], "setbefore() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setBefore"]], "setendcol() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setEndCol"]], "setenet() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setEnet"]], "setlabelcol() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setLabelCol"]], "setmaxiter() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setMaxIter"]], "setnercol() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setNerCol"]], "setreg() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setReg"]], "setstartcol() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setStartCol"]], "settargetnerlabels() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setTargetNerLabels"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg": [[45, "module-sparknlp_jsl.annotator.assertion.assertion_dl_reg"]], "startcol (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.startCol"]], "startcol (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.startCol"]], "targetnerlabels (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.targetNerLabels"]], "targetnerlabels (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.targetNerLabels"]], "sparknlp_jsl.annotator.assertion": [[46, "module-sparknlp_jsl.annotator.assertion"]], "assertionfilterer (class in sparknlp_jsl.annotator.chunker.assertion_filterer)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer"]], "casesensitive (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.caseSensitive"]], "criteria (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.criteria"]], "entitiesconfidence (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.entitiesConfidence"]], "inputannotatortypes (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.inputAnnotatorTypes"]], "name (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.name"]], "outputannotatortype (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.outputAnnotatorType"]], "regex (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.regex"]], "setcasesensitive() (assertionfilterer method)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setCaseSensitive"]], "setcriteria() (assertionfilterer method)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setCriteria"]], "setregex() (assertionfilterer method)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setRegex"]], "setwhitelist() (assertionfilterer method)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setWhiteList"]], "sparknlp_jsl.annotator.chunker.assertion_filterer": [[47, "module-sparknlp_jsl.annotator.chunker.assertion_filterer"]], "whitelist (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.whiteList"]], "chunkconverter (class in sparknlp_jsl.annotator.chunker.chunk_converter)": [[48, "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter"]], "inputannotatortypes (chunkconverter attribute)": [[48, "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter.inputAnnotatorTypes"]], "name (chunkconverter attribute)": [[48, "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter.name"]], "outputannotatortype (chunkconverter attribute)": [[48, "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter.outputAnnotatorType"]], "sparknlp_jsl.annotator.chunker.chunk_converter": [[48, "module-sparknlp_jsl.annotator.chunker.chunk_converter"]], "chunkkeyphraseextraction (class in sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction"]], "concatenatesentences (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.concatenateSentences"]], "divergence (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.divergence"]], "documentlevelprocessing (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.documentLevelProcessing"]], "droppunctuation (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.dropPunctuation"]], "inputannotatortypes (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.inputAnnotatorTypes"]], "name (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.name"]], "outputannotatortype (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.outputAnnotatorType"]], "pretrained() (chunkkeyphraseextraction static method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.pretrained"]], "selectmostdifferent (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.selectMostDifferent"]], "setconcatenatesentences() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setConcatenateSentences"]], "setdivergence() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setDivergence"]], "setdocumentlevelprocessing() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setDocumentLevelProcessing"]], "setdroppunctuation() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setDropPunctuation"]], "setselectmostdifferent() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setSelectMostDifferent"]], "settopn() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setTopN"]], "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction": [[49, "module-sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction"]], "topn (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.topN"]], "chunksentencesplitter (class in sparknlp_jsl.annotator.chunker.chunk_sentence_splitter)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter"]], "defaultentity (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.defaultEntity"]], "groupbysentences (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.groupBySentences"]], "inputannotatortypes (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.inputAnnotatorTypes"]], "insertchunk (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.insertChunk"]], "name (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.name"]], "outputannotatortype (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.outputAnnotatorType"]], "setdefaultentity() (chunksentencesplitter method)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setDefaultEntity"]], "setgroupbysentences() (chunksentencesplitter method)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setGroupBySentences"]], "setinsertchunk() (chunksentencesplitter method)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setInsertChunk"]], "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter": [[50, "module-sparknlp_jsl.annotator.chunker.chunk_sentence_splitter"]], "chunkfilterer (class in sparknlp_jsl.annotator.chunker.chunker_filterer)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer"]], "chunkfiltererapproach (class in sparknlp_jsl.annotator.chunker.chunker_filterer)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach"]], "blacklist (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.blackList"]], "blacklist (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.blackList"]], "criteria (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.criteria"]], "criteria (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.criteria"]], "entitiesconfidenceresource (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.entitiesConfidenceResource"]], "filtervalue (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.filterValue"]], "filtervalue (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.filterValue"]], "inputannotatortypes (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.inputAnnotatorTypes"]], "inputannotatortypes (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.inputAnnotatorTypes"]], "name (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.name"]], "name (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.name"]], "outputannotatortype (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.outputAnnotatorType"]], "outputannotatortype (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.outputAnnotatorType"]], "regex (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.regex"]], "regex (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.regex"]], "setblacklist() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setBlackList"]], "setblacklist() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setBlackList"]], "setcriteria() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setCriteria"]], "setcriteria() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setCriteria"]], "setentitiesconfidenceresource() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setEntitiesConfidenceResource"]], "setfilterentity() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setFilterEntity"]], "setfilterentity() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setFilterEntity"]], "setregex() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setRegex"]], "setregex() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setRegex"]], "setwhitelist() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setWhiteList"]], "setwhitelist() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setWhiteList"]], "sparknlp_jsl.annotator.chunker.chunker_filterer": [[51, "module-sparknlp_jsl.annotator.chunker.chunker_filterer"]], "whitelist (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.whiteList"]], "whitelist (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.whiteList"]], "chunkmapperapproach (class in sparknlp_jsl.annotator.chunker.chunkmapper)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach"]], "chunkmapperfuzzymatchingparams (class in sparknlp_jsl.annotator.chunker.chunkmapper)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams"]], "chunkmappermodel (class in sparknlp_jsl.annotator.chunker.chunkmapper)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel"]], "commonchunkmapperparams (class in sparknlp_jsl.annotator.chunker.chunkmapper)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams"]], "allowmultitokenchunk (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.allowMultiTokenChunk"]], "dictionary (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.dictionary"]], "enablecharfingerprintmatching (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.enableCharFingerprintMatching"]], "enablefuzzymatching (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.enableFuzzyMatching"]], "enabletokenfingerprintmatching (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.enableTokenFingerprintMatching"]], "fuzzydistancescalingmode (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.fuzzyDistanceScalingMode"]], "fuzzymatchingdistancethresholds (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.fuzzyMatchingDistanceThresholds"]], "fuzzymatchingdistances (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.fuzzyMatchingDistances"]], "inputannotatortypes (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.inputAnnotatorTypes"]], "inputannotatortypes (chunkmappermodel attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.inputAnnotatorTypes"]], "lowercase (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.lowerCase"]], "maxcharngramfingerprint (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxCharNgramFingerprint"]], "maxtokenngramdroppingcharsratio (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramDroppingCharsRatio"]], "maxtokenngramdroppingoperator (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramDroppingOperator"]], "maxtokenngramdroppingtokens (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramDroppingTokens"]], "maxtokenngramfingerprint (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramFingerprint"]], "mincharngramfingerprint (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.minCharNgramFingerprint"]], "mintokenngramfingerprint (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.minTokenNgramFingerprint"]], "multivaluesrelations (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.multivaluesRelations"]], "name (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.name"], [130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperApproach.name"], [163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach.name"]], "name (chunkmappermodel attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.name"], [130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel.name"], [163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel.name"]], "outputannotatortype (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.outputAnnotatorType"]], "outputannotatortype (chunkmappermodel attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.outputAnnotatorType"]], "pretrained() (chunkmappermodel static method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.pretrained"], [130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel.pretrained"], [163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel.pretrained"]], "rel (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.rel"]], "rels (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.rels"]], "setallowmultitokenchunk() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setAllowMultiTokenChunk"]], "setdictionary() (chunkmapperapproach method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.setDictionary"]], "setenablecharfingerprintmatching() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setEnableCharFingerprintMatching"]], "setenablefuzzymatching() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setEnableFuzzyMatching"]], "setenabletokenfingerprintmatching() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setEnableTokenFingerprintMatching"]], "setfuzzydistancescalingmode() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setFuzzyDistanceScalingMode"]], "setfuzzymatchingdistancethresholds() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setFuzzyMatchingDistanceThresholds"]], "setfuzzymatchingdistances() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setFuzzyMatchingDistances"]], "setlowercase() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setLowerCase"]], "setmaxcharngramfingerprint() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxCharNgramFingerprint"]], "setmaxtokenngramdroppingcharsratio() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxTokenNgramDroppingCharsRatio"]], "setmaxtokenngramdroppingoperator() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxTokenNgramDroppingOperator"]], "setmaxtokenngramdroppingtokens() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxTokenNgramDroppingTokens"]], "setmaxtokenngramfingerprint() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxTokenNgramFingerprint"]], "setmincharngramfingerprint() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMinCharNgramFingerprint"]], "setmintokenngramfingerprint() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMinTokenNgramFingerprint"]], "setmultivaluesrelations() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setMultivaluesRelations"]], "setrel() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setRel"]], "setrels() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setRels"]], "skiplpinputcolsvalidation (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.skipLPInputColsValidation"]], "skiplpinputcolsvalidation (chunkmappermodel attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.chunker.chunkmapper": [[52, "module-sparknlp_jsl.annotator.chunker.chunkmapper"]], "chunkmapperfilterer (class in sparknlp_jsl.annotator.chunker.chunkmapper_filterer)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer"]], "inputannotatortypes (chunkmapperfilterer attribute)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.inputAnnotatorTypes"]], "name (chunkmapperfilterer attribute)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.name"]], "outputannotatortype (chunkmapperfilterer attribute)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.outputAnnotatorType"]], "returncriteria (chunkmapperfilterer attribute)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.returnCriteria"]], "setreturncriteria() (chunkmapperfilterer method)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.setReturnCriteria"]], "sparknlp_jsl.annotator.chunker.chunkmapper_filterer": [[53, "module-sparknlp_jsl.annotator.chunker.chunkmapper_filterer"]], "docmapperapproach (class in sparknlp_jsl.annotator.chunker.docmapper)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.annotator.chunker.docmapper)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel"]], "dictionary (docmapperapproach attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.dictionary"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.dictionary"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.dictionary"]], "inputannotatortypes (docmapperapproach attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.inputAnnotatorTypes"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.inputAnnotatorTypes"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.inputAnnotatorTypes"]], "inputannotatortypes (docmappermodel attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel.inputAnnotatorTypes"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel.inputAnnotatorTypes"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel.inputAnnotatorTypes"]], "name (docmapperapproach attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.name"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.name"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.name"]], "name (docmappermodel attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel.name"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel.name"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel.name"]], "outputannotatortype (docmapperapproach attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.outputAnnotatorType"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.outputAnnotatorType"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.outputAnnotatorType"]], "outputannotatortype (docmappermodel attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel.outputAnnotatorType"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel.outputAnnotatorType"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel.outputAnnotatorType"]], "pretrained() (docmappermodel static method)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel.pretrained"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel.pretrained"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel.pretrained"]], "setdictionary() (docmapperapproach method)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.setDictionary"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.setDictionary"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.setDictionary"]], "sparknlp_jsl.annotator.chunker.docmapper": [[54, "module-sparknlp_jsl.annotator.chunker.docmapper"]], "sparknlp_jsl.annotator.chunker": [[55, "module-sparknlp_jsl.annotator.chunker"]], "documentlogregclassifierapproach (class in sparknlp_jsl.annotator.classification.document_log_classifier)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach"]], "documentlogregclassifiermodel (class in sparknlp_jsl.annotator.classification.document_log_classifier)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel"]], "classificationmodel (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.classificationModel"]], "classificationmodelpath (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.classificationModelPath"]], "fitintercept (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.fitIntercept"]], "inputannotatortypes (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.inputAnnotatorTypes"]], "labelcol (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.labelCol"]], "labels (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.labels"]], "labels (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.labels"]], "maxiter (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.maxIter"]], "mergechunks (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.mergeChunks"]], "name (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.name"]], "outputannotatortype (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.outputAnnotatorType"]], "outputannotatortype (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.outputAnnotatorType"]], "pretrained() (documentlogregclassifiermodel static method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.pretrained"]], "setclassificationmodel() (documentlogregclassifiermodel method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.setClassificationModel"]], "setclassificationmodelpath() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setClassificationModelPath"]], "setfitintercept() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setFitIntercept"]], "setlabelcolumn() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setLabelColumn"]], "setlabels() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setLabels"]], "setlabels() (documentlogregclassifiermodel method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.setLabels"]], "setmaxiter() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setMaxIter"]], "setmergechunks() (documentlogregclassifiermodel method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.setMergeChunks"]], "settol() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setTol"]], "setvectorizationmodel() (documentlogregclassifiermodel method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.setVectorizationModel"]], "setvectorizationmodelpath() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setVectorizationModelPath"]], "sparknlp_jsl.annotator.classification.document_log_classifier": [[56, "module-sparknlp_jsl.annotator.classification.document_log_classifier"]], "tol (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.tol"]], "vectorizationmodel (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.vectorizationModel"]], "vectorizationmodelpath (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.vectorizationModelPath"]], "documentmlclassifierapproach (class in sparknlp_jsl.annotator.classification.document_ml_classifier)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach"]], "documentmlclassifiermodel (class in sparknlp_jsl.annotator.classification.document_ml_classifier)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel"]], "documentmlclassifierparams (class in sparknlp_jsl.annotator.classification.document_ml_classifier)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams"]], "classificationmodel (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.classificationModel"]], "classificationmodelclass (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.classificationModelClass"]], "classificationmodelpath (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.classificationModelPath"]], "fitintercept (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.fitIntercept"]], "inputannotatortypes (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.inputAnnotatorTypes"]], "inputannotatortypes (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.inputAnnotatorTypes"]], "labelcol (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.labelCol"]], "labels (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.labels"]], "labels (documentmlclassifierparams attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.labels"]], "maxiter (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.maxIter"]], "maxtokenngram (documentmlclassifierparams attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.maxTokenNgram"]], "mergechunks (documentmlclassifierparams attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.mergeChunks"]], "mintokenngram (documentmlclassifierparams attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.minTokenNgram"]], "name (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.name"]], "outputannotatortype (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.outputAnnotatorType"]], "outputannotatortype (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.outputAnnotatorType"]], "pretrained() (documentmlclassifiermodel static method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.pretrained"]], "setclassificationmodel() (documentmlclassifiermodel method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.setClassificationModel"]], "setclassificationmodelclass() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setClassificationModelClass"]], "setclassificationmodelpath() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setClassificationModelPath"]], "setfitintercept() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setFitIntercept"]], "setlabelcol() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setLabelCol"]], "setlabels() (documentmlclassifiermodel method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.setLabels"]], "setlabels() (documentmlclassifierparams method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.setLabels"]], "setmaxiter() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setMaxIter"]], "setmaxtokenngram() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setMaxTokenNgram"]], "setmergechunks() (documentmlclassifierparams method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.setMergeChunks"]], "setmintokenngram() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setMinTokenNgram"]], "settol() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setTol"]], "setvectorizationmodel() (documentmlclassifiermodel method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.setVectorizationModel"]], "setvectorizationmodelpath() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setVectorizationModelPath"]], "sparknlp_jsl.annotator.classification.document_ml_classifier": [[57, "module-sparknlp_jsl.annotator.classification.document_ml_classifier"]], "tol (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.tol"]], "vectorizationmodel (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.vectorizationModel"]], "vectorizationmodelpath (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.vectorizationModelPath"]], "genericlogregclassifierapproach (class in sparknlp_jsl.annotator.classification.generic_log_reg_classifier)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach"]], "genericlogregclassifiermodel (class in sparknlp_jsl.annotator.classification.generic_log_reg_classifier)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel"]], "inputannotatortypes (genericlogregclassifierapproach attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach.inputAnnotatorTypes"]], "inputannotatortypes (genericlogregclassifiermodel attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel.inputAnnotatorTypes"]], "name (genericlogregclassifierapproach attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach.name"]], "name (genericlogregclassifiermodel attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel.name"]], "outputannotatortype (genericlogregclassifierapproach attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach.outputAnnotatorType"]], "outputannotatortype (genericlogregclassifiermodel attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel.outputAnnotatorType"]], "pretrained() (genericlogregclassifiermodel static method)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel.pretrained"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier": [[58, "module-sparknlp_jsl.annotator.classification.generic_log_reg_classifier"]], "genericsvmclassifierapproach (class in sparknlp_jsl.annotator.classification.generic_svm_classifier)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach"]], "genericsvmclassifiermodel (class in sparknlp_jsl.annotator.classification.generic_svm_classifier)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel"]], "inputannotatortypes (genericsvmclassifierapproach attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.inputAnnotatorTypes"]], "inputannotatortypes (genericsvmclassifiermodel attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.inputAnnotatorTypes"]], "name (genericsvmclassifierapproach attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.name"]], "name (genericsvmclassifiermodel attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.name"]], "outputannotatortype (genericsvmclassifierapproach attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.outputAnnotatorType"]], "outputannotatortype (genericsvmclassifiermodel attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.outputAnnotatorType"]], "pretrained() (genericsvmclassifiermodel static method)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.pretrained"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier": [[59, "module-sparknlp_jsl.annotator.classification.generic_svm_classifier"]], "sparknlp_jsl.annotator.classification": [[60, "module-sparknlp_jsl.annotator.classification"]], "medicalbertforsequenceclassification (class in sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification"]], "coalescesentences (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.coalesceSentences"]], "configprotobytes (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.configProtoBytes"]], "getclasses() (medicalbertforsequenceclassification method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.getClasses"]], "inputannotatortypes (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.inputAnnotatorTypes"]], "loadsavedmodel() (medicalbertforsequenceclassification static method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (medicalbertforsequenceclassification static method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.loadSavedModelOpenSource"]], "maxsentencelength (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.maxSentenceLength"]], "name (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.name"]], "outputannotatortype (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.outputAnnotatorType"]], "pretrained() (medicalbertforsequenceclassification static method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.pretrained"]], "setcoalescesentences() (medicalbertforsequenceclassification method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.setCoalesceSentences"]], "setconfigprotobytes() (medicalbertforsequenceclassification method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.setConfigProtoBytes"]], "setmaxsentencelength() (medicalbertforsequenceclassification method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification": [[61, "module-sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification"]], "medicalbertfortokenclassifier (class in sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier"]], "configprotobytes (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.configProtoBytes"]], "getclasses() (medicalbertfortokenclassifier method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.getClasses"]], "inputannotatortypes (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.inputAnnotatorTypes"]], "loadsavedmodel() (medicalbertfortokenclassifier static method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.loadSavedModel"]], "loadsavedmodelopensource() (medicalbertfortokenclassifier static method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.loadSavedModelOpenSource"]], "maxsentencelength (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.maxSentenceLength"]], "name (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.name"]], "outputannotatortype (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.outputAnnotatorType"]], "pretrained() (medicalbertfortokenclassifier static method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.pretrained"]], "setconfigprotobytes() (medicalbertfortokenclassifier method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.setConfigProtoBytes"]], "setmaxsentencelength() (medicalbertfortokenclassifier method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier": [[62, "module-sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier"]], "medicaldistilbertforsequenceclassification (class in sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification"]], "coalescesentences (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.coalesceSentences"]], "configprotobytes (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.configProtoBytes"]], "getclasses() (medicaldistilbertforsequenceclassification method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.getClasses"]], "inputannotatortypes (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.inputAnnotatorTypes"]], "loadsavedmodel() (medicaldistilbertforsequenceclassification static method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (medicaldistilbertforsequenceclassification static method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.loadSavedModelOpenSource"]], "maxsentencelength (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.maxSentenceLength"]], "name (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.name"]], "outputannotatortype (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.outputAnnotatorType"]], "pretrained() (medicaldistilbertforsequenceclassification static method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.pretrained"]], "setcoalescesentences() (medicaldistilbertforsequenceclassification method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.setCoalesceSentences"]], "setconfigprotobytes() (medicaldistilbertforsequenceclassification method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.setConfigProtoBytes"]], "setmaxsentencelength() (medicaldistilbertforsequenceclassification method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification": [[63, "module-sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification"]], "contextualparserapproach (class in sparknlp_jsl.annotator.context.contextual_parser)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach"]], "contextualparsermodel (class in sparknlp_jsl.annotator.context.contextual_parser)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel"]], "casesensitive (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.caseSensitive"]], "casesensitive (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.caseSensitive"]], "completecontextmatch (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.completeContextMatch"]], "dictionary (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.dictionary"]], "inputannotatortypes (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.inputAnnotatorTypes"]], "inputannotatortypes (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.inputAnnotatorTypes"]], "jsonpath (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.jsonPath"]], "optionalcontextrules (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.optionalContextRules"]], "optionalcontextrules (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.optionalContextRules"]], "outputannotatortype (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.outputAnnotatorType"]], "outputannotatortype (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.outputAnnotatorType"]], "prefixandsuffixmatch (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.prefixAndSuffixMatch"]], "prefixandsuffixmatch (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.prefixAndSuffixMatch"]], "setcasesensitive() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setCaseSensitive"]], "setcasesensitive() (contextualparsermodel method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setCaseSensitive"]], "setcompletecontextmatch() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setCompleteContextMatch"]], "setdictionary() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setDictionary"]], "setjsonpath() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setJsonPath"]], "setoptionalcontextrules() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setOptionalContextRules"]], "setoptionalcontextrules() (contextualparsermodel method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setOptionalContextRules"]], "setprefixandsuffixmatch() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setPrefixAndSuffixMatch"]], "setprefixandsuffixmatch() (contextualparsermodel method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setPrefixAndSuffixMatch"]], "setshortestcontextmatch() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setShortestContextMatch"]], "setshortestcontextmatch() (contextualparsermodel method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setShortestContextMatch"]], "shortestcontextmatch (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.shortestContextMatch"]], "shortestcontextmatch (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.shortestContextMatch"]], "sparknlp_jsl.annotator.context.contextual_parser": [[64, "module-sparknlp_jsl.annotator.context.contextual_parser"]], "sparknlp_jsl.annotator.context": [[65, "module-sparknlp_jsl.annotator.context"]], "deidentification (class in sparknlp_jsl.annotator.deid.deidentification)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.annotator.deid.deidentification)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel"]], "ageranges (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRanges"]], "ageranges (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRanges"]], "blacklist (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.blackList"]], "blacklist (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.blackList"]], "consistentobfuscation (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.consistentObfuscation"]], "consistentobfuscation (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.consistentObfuscation"]], "dateformats (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateFormats"]], "dateformats (deidentificationmodel attribute)": [[66, "id0"], [66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateFormats"]], "datetag (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateTag"]], "datetag (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateTag"]], "datetoyear (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateToYear"]], "datetoyear (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateToYear"]], "days (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.days"]], "days (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.days"]], "fixedmasklength (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.fixedMaskLength"]], "fixedmasklength (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.fixedMaskLength"]], "getblacklist() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getBlackList"]], "getblacklist() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getBlackList"]], "getregexentities() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getRegexEntities"]], "getsamelengthformattedentities() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getSameLengthFormattedEntities"]], "getsamelengthformattedentities() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getSameLengthFormattedEntities"]], "ignoreregex (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ignoreRegex"]], "ignoreregex (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ignoreRegex"]], "inputannotatortypes (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.inputAnnotatorTypes"]], "inputannotatortypes (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.inputAnnotatorTypes"]], "israndomdatedisplacement (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.isRandomDateDisplacement"]], "israndomdatedisplacement (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.isRandomDateDisplacement"]], "language (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.language"]], "language (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.language"]], "mappingscolumn (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mappingsColumn"]], "mappingscolumn (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mappingsColumn"]], "maskingpolicy (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.maskingPolicy"]], "maskingpolicy (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.maskingPolicy"]], "minyear (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.minYear"]], "minyear (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.minYear"]], "mode (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mode"]], "mode (deidentificationmodel attribute)": [[66, "id13"], [66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mode"]], "name (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.name"], [126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentification.name"], [159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification.name"]], "name (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.name"], [126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentificationModel.name"], [159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel.name"]], "obfuscatedate (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateDate"]], "obfuscatedate (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateDate"]], "obfuscatereffile (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefFile"]], "obfuscaterefsource (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefSource"]], "obfuscaterefsource (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateRefSource"]], "outputannotatortype (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAnnotatorType"]], "outputannotatortype (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAnnotatorType"]], "outputasdocument (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAsDocument"]], "outputasdocument (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAsDocument"]], "pretrained() (deidentificationmodel static method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.pretrained"], [126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentificationModel.pretrained"], [159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel.pretrained"]], "reffileformat (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.refFileFormat"]], "refsep (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.refSep"]], "regexentities (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexEntities"]], "regexoverride (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexOverride"]], "regexoverride (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexOverride"]], "regexpatternsdictionary (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexPatternsDictionary"]], "region (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.region"]], "region (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.region"]], "returnentitymappings (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.returnEntityMappings"]], "returnentitymappings (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.returnEntityMappings"]], "sameentitythreshold (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameEntityThreshold"]], "sameentitythreshold (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameEntityThreshold"]], "samelengthformattedentities (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameLengthFormattedEntities"]], "samelengthformattedentities (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameLengthFormattedEntities"]], "seed (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.seed"]], "seed (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.seed"]], "selectiveobfuscationmodespath (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.selectiveObfuscationModesPath"]], "setageranges() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRanges"]], "setageranges() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRanges"]], "setblacklist() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setBlackList"]], "setblacklist() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setBlackList"]], "setconsistentobfuscation() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setConsistentObfuscation"]], "setconsistentobfuscation() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setConsistentObfuscation"]], "setdateformats() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateFormats"]], "setdateformats() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateFormats"]], "setdatetag() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateTag"]], "setdatetag() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateTag"]], "setdatetoyear() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateToYear"]], "setdatetoyear() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateToYear"]], "setdays() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDays"]], "setdays() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDays"]], "setfixedmasklength() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setFixedMaskLength"]], "setfixedmasklength() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setFixedMaskLength"]], "setignoreregex() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIgnoreRegex"]], "setignoreregex() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIgnoreRegex"]], "setisrandomdatedisplacement() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIsRandomDateDisplacement"]], "setisrandomdatedisplacement() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIsRandomDateDisplacement"]], "setlanguage() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setLanguage"]], "setlanguage() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setLanguage"]], "setmappingscolumn() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMappingsColumn"]], "setmappingscolumn() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMappingsColumn"]], "setmaskingpolicy() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMaskingPolicy"]], "setmaskingpolicy() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMaskingPolicy"]], "setminyear() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMinYear"]], "setminyear() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMinYear"]], "setmode() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMode"]], "setmode() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMode"]], "setobfuscatedate() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateDate"]], "setobfuscatedate() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateDate"]], "setobfuscatereffile() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefFile"]], "setobfuscaterefsource() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefSource"]], "setobfuscaterefsource() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateRefSource"]], "setoutputasdocument() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setOutputAsDocument"]], "setoutputasdocument() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setOutputAsDocument"]], "setreffileformat() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRefFileFormat"]], "setrefsep() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRefSep"]], "setregexoverride() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexOverride"]], "setregexoverride() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegexOverride"]], "setregexpatternsdictionary() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionary"]], "setregion() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegion"]], "setregion() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegion"]], "setreturnentitymappings() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setReturnEntityMappings"]], "setreturnentitymappings() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setReturnEntityMappings"]], "setsameentitythreshold() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameEntityThreshold"]], "setsameentitythreshold() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameEntityThreshold"]], "setsamelengthformattedentities() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameLengthFormattedEntities"]], "setsamelengthformattedentities() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameLengthFormattedEntities"]], "setseed() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSeed"]], "setseed() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSeed"]], "setselectiveobfuscationmodes() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSelectiveObfuscationModes"]], "setunnormalizeddatemode() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUnnormalizedDateMode"]], "setunnormalizeddatemode() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUnnormalizedDateMode"]], "setuseshifdays() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShifDays"]], "setuseshifdays() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShifDays"]], "setzipcodetag() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setZipCodeTag"]], "setzipcodetag() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setZipCodeTag"]], "sparknlp_jsl.annotator.deid.deidentification": [[66, "module-sparknlp_jsl.annotator.deid.deIdentification"]], "unnormalizeddatemode (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.unnormalizedDateMode"]], "unnormalizeddatemode (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.unnormalizedDateMode"]], "useshifdays (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.useShifDays"]], "useshifdays (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.useShifDays"]], "zipcodetag (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.zipCodeTag"]], "zipcodetag (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.zipCodeTag"]], "documenthashcoder (class in sparknlp_jsl.annotator.deid.doccument_hashcoder)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder"]], "dateshiftcolumn (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.dateShiftColumn"]], "inputannotatortypes (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.inputAnnotatorTypes"]], "name (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.name"]], "newdateshift (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.newDateShift"]], "outputannotatortype (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.outputAnnotatorType"]], "patientidcolumn (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.patientIdColumn"]], "rangedays (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.rangeDays"]], "seed (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.seed"]], "setdateshiftcolumn() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setDateShiftColumn"]], "setnewdateshift() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setNewDateShift"]], "setparams() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setParams"]], "setpatientidcolumn() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setPatientIdColumn"]], "setrangedays() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setRangeDays"]], "setseed() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setSeed"]], "sparknlp_jsl.annotator.deid.doccument_hashcoder": [[67, "module-sparknlp_jsl.annotator.deid.doccument_hashcoder"]], "sparknlp_jsl.annotator.deid": [[68, "module-sparknlp_jsl.annotator.deid"]], "namechunkobfuscator (class in sparknlp_jsl.annotator.deid.name_obfuscator)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator"]], "namechunkobfuscatorapproach (class in sparknlp_jsl.annotator.deid.name_obfuscator)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach"]], "inputannotatortypes (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.inputAnnotatorTypes"]], "inputannotatortypes (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.inputAnnotatorTypes"]], "language (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.language"]], "language (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.language"]], "obfuscatereffile (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.obfuscateRefFile"]], "obfuscaterefsource (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.obfuscateRefSource"]], "obfuscaterefsource (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.obfuscateRefSource"]], "outputannotatortype (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.outputAnnotatorType"]], "outputannotatortype (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.outputAnnotatorType"]], "pretrained() (namechunkobfuscator static method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.pretrained"]], "reffileformat (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.refFileFormat"]], "refsep (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.refSep"]], "samelength (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.sameLength"]], "samelength (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.sameLength"]], "seed (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.seed"]], "seed (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.seed"]], "setlanguage() (namechunkobfuscator method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setLanguage"]], "setlanguage() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setLanguage"]], "setobfuscatereffile() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setObfuscateRefFile"]], "setobfuscaterefsource() (namechunkobfuscator method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setObfuscateRefSource"]], "setobfuscaterefsource() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setObfuscateRefSource"]], "setreffileformat() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setRefFileFormat"]], "setrefsep() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setRefSep"]], "setsamelength() (namechunkobfuscator method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setSameLength"]], "setsamelength() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setSameLength"]], "setseed() (namechunkobfuscator method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setSeed"]], "setseed() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setSeed"]], "sparknlp_jsl.annotator.deid.name_obfuscator": [[69, "module-sparknlp_jsl.annotator.deid.name_obfuscator"]], "reidentification (class in sparknlp_jsl.annotator.deid.reidentification)": [[70, "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification"]], "inputannotatortypes (reidentification attribute)": [[70, "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification.inputAnnotatorTypes"]], "name (reidentification attribute)": [[70, "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification.name"]], "outputannotatortype (reidentification attribute)": [[70, "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification.outputAnnotatorType"]], "sparknlp_jsl.annotator.deid.reidentification": [[70, "module-sparknlp_jsl.annotator.deid.reIdentification"]], "replacer (class in sparknlp_jsl.annotator.deid.replacer)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer"]], "getusereplacement() (replacer method)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.getUseReplacement"]], "inputannotatortypes (replacer attribute)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.inputAnnotatorTypes"]], "name (replacer attribute)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.name"]], "outputannotatortype (replacer attribute)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.outputAnnotatorType"]], "setusereplacement() (replacer method)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.setUseReplacement"]], "sparknlp_jsl.annotator.deid.replacer": [[71, "module-sparknlp_jsl.annotator.deid.replacer"]], "usereplacement (replacer attribute)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.useReplacement"]], "sparknlp_jsl.annotator.disambiguation": [[72, "module-sparknlp_jsl.annotator.disambiguation"]], "nerdisambiguator (class in sparknlp_jsl.annotator.disambiguation.ner_disambiguator)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator"]], "nerdisambiguatormodel (class in sparknlp_jsl.annotator.disambiguation.ner_disambiguator)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel"]], "embeddingtypeparam (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.embeddingTypeParam"]], "embeddingtypeparam (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.embeddingTypeParam"]], "inputannotatortypes (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.inputAnnotatorTypes"]], "inputannotatortypes (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.inputAnnotatorTypes"]], "levenshteindistancethresholdparam (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.levenshteinDistanceThresholdParam"]], "levenshteindistancethresholdparam (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.levenshteinDistanceThresholdParam"]], "name (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.name"]], "narrowwithapproximatematching (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.narrowWithApproximateMatching"]], "narrowwithapproximatematching (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.narrowWithApproximateMatching"]], "nearmatchinggapparam (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.nearMatchingGapParam"]], "nearmatchinggapparam (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.nearMatchingGapParam"]], "numfirstchars (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.numFirstChars"]], "numfirstchars (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.numFirstChars"]], "outputannotatortype (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.outputAnnotatorType"]], "outputannotatortype (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.outputAnnotatorType"]], "predictionslimit (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.predictionsLimit"]], "predictionslimit (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.predictionsLimit"]], "pretrained() (nerdisambiguatormodel static method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.pretrained"]], "s3knowledgebasename (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.s3KnowledgeBaseName"]], "setembeddingtype() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setEmbeddingType"]], "setembeddingtype() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setEmbeddingType"]], "setlevenshteindistancethresholdparam() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setLevenshteinDistanceThresholdParam"]], "setlevenshteindistancethresholdparam() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setLevenshteinDistanceThresholdParam"]], "setnarrowwithapproximatematching() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setNarrowWithApproximateMatching"]], "setnarrowwithapproximatematching() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setNarrowWithApproximateMatching"]], "setnearmatchinggapparam() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setNearMatchingGapParam"]], "setnearmatchinggapparam() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setNearMatchingGapParam"]], "setnumfirstchars() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setNumFirstChars"]], "setnumfirstchars() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setNumFirstChars"]], "setpredictionlimit() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setPredictionLimit"]], "setpredictionlimit() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setPredictionLimit"]], "sets3knowledgebasename() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setS3KnowledgeBaseName"]], "settokensearch() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setTokenSearch"]], "settokensearch() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setTokenSearch"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator": [[73, "module-sparknlp_jsl.annotator.disambiguation.ner_disambiguator"]], "tokensearch (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.tokenSearch"]], "tokensearch (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.tokenSearch"]], "doc2chunkinternal (class in sparknlp_jsl.annotator.doc2_chunk_internal)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal"]], "chunkcol (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.chunkCol"]], "failonmissing (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.failOnMissing"]], "inputannotatortypes (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.inputAnnotatorTypes"]], "isarray (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.isArray"]], "lowercase (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.lowerCase"]], "name (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.name"]], "setchunkcol() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setChunkCol"]], "setfailonmissing() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setFailOnMissing"]], "setisarray() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setIsArray"]], "setlowercase() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setLowerCase"]], "setparams() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setParams"]], "setstartcol() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setStartCol"]], "setstartcolbytokenindex() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setStartColByTokenIndex"]], "sparknlp_jsl.annotator.doc2_chunk_internal": [[74, "module-sparknlp_jsl.annotator.doc2_chunk_internal"]], "startcol (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.startCol"]], "startcolbytokenindex (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.startColByTokenIndex"]], "averageembeddings (class in sparknlp_jsl.annotator.embeddings.average_embeddings)": [[75, "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings"]], "inputannotatortypes (averageembeddings attribute)": [[75, "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings.inputAnnotatorTypes"]], "name (averageembeddings attribute)": [[75, "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings.name"]], "outputannotatortype (averageembeddings attribute)": [[75, "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings.outputAnnotatorType"]], "sparknlp_jsl.annotator.embeddings.average_embeddings": [[75, "module-sparknlp_jsl.annotator.embeddings.average_embeddings"]], "bertsentencechunkembeddings (class in sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings"]], "chunkweight (bertsentencechunkembeddings attribute)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.chunkWeight"]], "inputannotatortypes (bertsentencechunkembeddings attribute)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.inputAnnotatorTypes"]], "load() (bertsentencechunkembeddings static method)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.load"]], "name (bertsentencechunkembeddings attribute)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.name"]], "outputannotatortype (bertsentencechunkembeddings attribute)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.outputAnnotatorType"]], "pretrained() (bertsentencechunkembeddings static method)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.pretrained"]], "setchunkweight() (bertsentencechunkembeddings method)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.setChunkWeight"]], "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings": [[76, "module-sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings"]], "entitychunkembeddings (class in sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings"]], "entityweights (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.entityWeights"]], "inputannotatortypes (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.inputAnnotatorTypes"]], "maxsyntacticdistance (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.maxSyntacticDistance"]], "name (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.name"]], "outputannotatortype (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.outputAnnotatorType"]], "pretrained() (entitychunkembeddings static method)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.pretrained"]], "setentityweights() (entitychunkembeddings method)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.setEntityWeights"]], "setmaxsyntacticdistance() (entitychunkembeddings method)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.setMaxSyntacticDistance"]], "settargetentities() (entitychunkembeddings method)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.setTargetEntities"]], "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings": [[77, "module-sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings"]], "targetentities (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.targetEntities"]], "sparknlp_jsl.annotator.embeddings": [[78, "module-sparknlp_jsl.annotator.embeddings"]], "featuresassembler (class in sparknlp_jsl.annotator.feature_assembler)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler"]], "inputannotatortypes (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.inputAnnotatorTypes"]], "inputcols (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.inputCols"]], "name (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.name"]], "outputannotatortype (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.outputAnnotatorType"]], "outputcol (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.outputCol"]], "setinputcols() (featuresassembler method)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.setInputCols"]], "setoutputcol() (featuresassembler method)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.setOutputCol"]], "setparams() (featuresassembler method)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.setParams"]], "skiplpinputcolsvalidation (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.feature_assembler": [[79, "module-sparknlp_jsl.annotator.feature_assembler"]], "genericclassifierapproach (class in sparknlp_jsl.annotator.generic_classifier.generic_classifier)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach"]], "genericclassifiermodel (class in sparknlp_jsl.annotator.generic_classifier.generic_classifier)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel"]], "batchsize (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.batchSize"]], "classes (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.classes"]], "dropout (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.dropout"]], "epochsn (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.epochsN"]], "featurescaling (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.featureScaling"]], "fiximbalance (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.fixImbalance"]], "inputannotatortypes (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.inputAnnotatorTypes"]], "inputannotatortypes (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.inputAnnotatorTypes"]], "labelcolumn (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.labelColumn"]], "learningrate (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.learningRate"]], "modelfile (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.modelFile"]], "multiclass (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.multiClass"]], "multiclass (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.multiClass"]], "name (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.name"]], "outputannotatortype (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.outputAnnotatorType"]], "outputannotatortype (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.outputAnnotatorType"]], "outputlogspath (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.outputLogsPath"]], "pretrained() (genericclassifiermodel static method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.pretrained"]], "setbatchsize() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setBatchSize"]], "setdropout() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setDropout"]], "setepochsnumber() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setEpochsNumber"]], "setfeaturescaling() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setFeatureScaling"]], "setfiximbalance() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setFixImbalance"]], "setlabelcol() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setLabelCol"]], "setlearningrate() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setLearningRate"]], "setmodelfile() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setModelFile"]], "setmulticlass() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setMultiClass"]], "setmulticlass() (genericclassifiermodel method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.setMultiClass"]], "setoutputlogspath() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setOutputLogsPath"]], "setvalidationsplit() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setValidationSplit"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier": [[80, "module-sparknlp_jsl.annotator.generic_classifier.generic_classifier"]], "validationsplit (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.validationSplit"]], "sparknlp_jsl.annotator.generic_classifier": [[81, "module-sparknlp_jsl.annotator.generic_classifier"]], "assertion (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.assertion"]], "chunker (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.chunker"]], "classification (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.classification"]], "context (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.context"]], "deid (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.deid"]], "disambiguation (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.disambiguation"]], "generic_classifier (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.generic_classifier"]], "keyword (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.keyword"]], "merge (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.merge"]], "ner (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.ner"]], "qa (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.qa"]], "re (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.re"]], "resolution (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.resolution"]], "seq2seq (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.seq2seq"]], "sparknlp_jsl.annotator": [[82, "module-sparknlp_jsl.annotator"]], "windowed (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.windowed"]], "chunkmergeapproach (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach"]], "chunkmergemodel (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel"]], "filteringparams (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams"]], "mergecommonparams (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams"]], "mergeprioritizationparams (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams"]], "mergeresourceparams (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams"]], "blacklist (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.blackList"]], "chunkprecedence (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.chunkPrecedence"]], "chunkprecedencevalueprioritization (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.chunkPrecedenceValuePrioritization"]], "criteria (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.criteria"]], "defaultconfidence (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.defaultConfidence"]], "entitiesconfidence (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.entitiesConfidence"]], "entitiesconfidenceresource (mergeresourceparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.entitiesConfidenceResource"]], "falsepositivesresource (mergeresourceparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.falsePositivesResource"]], "filtervalue (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.filterValue"]], "inputannotatortypes (chunkmergeapproach attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach.inputAnnotatorTypes"]], "inputannotatortypes (chunkmergemodel attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.inputAnnotatorTypes"]], "mergeoverlapping (mergecommonparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams.mergeOverlapping"]], "name (chunkmergeapproach attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach.name"]], "name (chunkmergemodel attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.name"]], "orderingfeatures (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.orderingFeatures"]], "outputannotatortype (chunkmergeapproach attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach.outputAnnotatorType"]], "outputannotatortype (chunkmergemodel attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.outputAnnotatorType"]], "pretrained() (chunkmergemodel static method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.pretrained"]], "regex (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.regex"]], "replacedictresource (mergeresourceparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.replaceDictResource"]], "selectionstrategy (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.selectionStrategy"]], "setblacklist() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setBlackList"]], "setchunkprecedence() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setChunkPrecedence"]], "setchunkprecedencevalueprioritization() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setChunkPrecedenceValuePrioritization"]], "setcriteria() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setCriteria"]], "setdefaultconfidence() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setDefaultConfidence"]], "setentitiesconfidenceresource() (mergeresourceparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.setEntitiesConfidenceResource"]], "setfalsepositivesresource() (mergeresourceparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.setFalsePositivesResource"]], "setfiltervalue() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setFilterValue"]], "setinputcols() (chunkmergeapproach method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach.setInputCols"]], "setinputcols() (chunkmergemodel method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.setInputCols"]], "setmergeoverlapping() (mergecommonparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams.setMergeOverlapping"]], "setorderingfeatures() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setOrderingFeatures"]], "setregex() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setRegex"]], "setreplacedictresource() (mergeresourceparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.setReplaceDictResource"]], "setselectionstrategy() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setSelectionStrategy"]], "setwhitelist() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setWhiteList"]], "sparknlp_jsl.annotator.merge.chunk_merge": [[83, "module-sparknlp_jsl.annotator.merge.chunk_merge"]], "whitelist (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.whiteList"]], "sparknlp_jsl.annotator.merge": [[84, "module-sparknlp_jsl.annotator.merge"]], "sparknlp_jsl.annotator.ner": [[85, "module-sparknlp_jsl.annotator.ner"]], "iobtagger (class in sparknlp_jsl.annotator.ner.iob_tagger)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger"]], "inputannotatortypes (iobtagger attribute)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.inputAnnotatorTypes"]], "name (iobtagger attribute)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.name"]], "outputannotatortype (iobtagger attribute)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.outputAnnotatorType"]], "scheme (iobtagger attribute)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.scheme"]], "setscheme() (iobtagger method)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.setScheme"]], "sparknlp_jsl.annotator.ner.iob_tagger": [[86, "module-sparknlp_jsl.annotator.ner.iob_tagger"]], "medicalnerapproach (class in sparknlp_jsl.annotator.ner.medical_ner)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach"]], "medicalnermodel (class in sparknlp_jsl.annotator.ner.medical_ner)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel"]], "batchsize (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.batchSize"]], "classes (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.classes"]], "configprotobytes (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.configProtoBytes"]], "configprotobytes (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.configProtoBytes"]], "dropout (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.dropout"]], "earlystoppingcriterion (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.earlyStoppingCriterion"]], "earlystoppingpatience (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.earlyStoppingPatience"]], "enablememoryoptimizer (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.enableMemoryOptimizer"]], "gettrainingclassdistribution() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.getTrainingClassDistribution"]], "graphfile (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.graphFile"]], "graphfolder (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.graphFolder"]], "includeallconfidencescores (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.includeAllConfidenceScores"]], "includeallconfidencescores (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.includeAllConfidenceScores"]], "includeconfidence (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.includeConfidence"]], "includeconfidence (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.includeConfidence"]], "inferencebatchsize (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.inferenceBatchSize"]], "inputannotatortypes (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.inputAnnotatorTypes"]], "inputannotatortypes (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.inputAnnotatorTypes"]], "labelcasing (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.labelCasing"]], "loadsavedmodel() (medicalnermodel static method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.loadSavedModel"]], "logprefix (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.logPrefix"]], "lr (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.lr"]], "name (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.name"]], "outputannotatortype (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.outputAnnotatorType"]], "outputannotatortype (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.outputAnnotatorType"]], "overrideexistingtags (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.overrideExistingTags"]], "po (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.po"]], "pretrained() (medicalnermodel static method)": [[87, "id0"], [87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.pretrained"]], "pretrainedmodelpath (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.pretrainedModelPath"]], "randomvalidationsplitperepoch (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.randomValidationSplitPerEpoch"]], "setbatchsize() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setBatchSize"]], "setconfigprotobytes() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setConfigProtoBytes"]], "setconfigprotobytes() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setConfigProtoBytes"]], "setdropout() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setDropout"]], "setearlystoppingcriterion() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEarlyStoppingCriterion"]], "setearlystoppingpatience() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEarlyStoppingPatience"]], "setenablememoryoptimizer() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEnableMemoryOptimizer"]], "setgraphfile() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setGraphFile"]], "setgraphfolder() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setGraphFolder"]], "setincludeallconfidencescores() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setIncludeAllConfidenceScores"]], "setincludeconfidence() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setIncludeConfidence"]], "setincludeconfidence() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setIncludeConfidence"]], "setinferencebatchsize() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setInferenceBatchSize"]], "setlabelcasing() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setLabelCasing"]], "setlogprefix() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setLogPrefix"]], "setlr() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setLr"]], "setoverrideexistingtags() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setOverrideExistingTags"]], "setpo() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setPo"]], "setpretrainedmodelpath() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setPretrainedModelPath"]], "setrandomvalidationsplitperepoch() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setRandomValidationSplitPerEpoch"]], "settagsmapping() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setTagsMapping"]], "setusebestmodel() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setUseBestModel"]], "setusecontrib() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setUseContrib"]], "setvalidationsplit() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setValidationSplit"]], "sparknlp_jsl.annotator.ner.medical_ner": [[87, "module-sparknlp_jsl.annotator.ner.medical_ner"]], "tagsmapping (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.tagsMapping"]], "trainingclassdistribution (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.trainingClassDistribution"]], "usebestmodel (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.useBestModel"]], "usecontrib (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.useContrib"]], "nerchunker (class in sparknlp_jsl.annotator.ner.ner_chunker)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker"]], "inputannotatortypes (nerchunker attribute)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.inputAnnotatorTypes"]], "name (nerchunker attribute)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.name"]], "outputannotatortype (nerchunker attribute)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.outputAnnotatorType"]], "regexparsers (nerchunker attribute)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.regexParsers"]], "setregexparsers() (nerchunker method)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.setRegexParsers"]], "sparknlp_jsl.annotator.ner.ner_chunker": [[88, "module-sparknlp_jsl.annotator.ner.ner_chunker"]], "commonnerconverterinternalparams (class in sparknlp_jsl.annotator.ner.ner_converter_internal)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams"]], "nerconverterinternal (class in sparknlp_jsl.annotator.ner.ner_converter_internal)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal"]], "nerconverterinternalmodel (class in sparknlp_jsl.annotator.ner.ner_converter_internal)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel"]], "blacklist (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.blackList"]], "greedymode (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.greedyMode"]], "ignorestopwords (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.ignoreStopWords"]], "inputannotatortypes (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.inputAnnotatorTypes"]], "inputannotatortypes (nerconverterinternalmodel attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel.inputAnnotatorTypes"]], "name (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.name"]], "name (nerconverterinternalmodel attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel.name"]], "outputannotatortype (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.outputAnnotatorType"]], "outputannotatortype (nerconverterinternalmodel attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel.outputAnnotatorType"]], "preserveposition (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.preservePosition"]], "replacedictresource (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.replaceDictResource"]], "replacelabels (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.replaceLabels"]], "setblacklist() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setBlackList"]], "setgreedymode() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setGreedyMode"]], "setignorestopwords() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setIgnoreStopWords"]], "setpreserveposition() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setPreservePosition"]], "setreplacedictresource() (nerconverterinternal method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.setReplaceDictResource"]], "setreplacelabels() (nerconverterinternal method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.setReplaceLabels"]], "setthreshold() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setThreshold"]], "setwhitelist() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setWhiteList"]], "sparknlp_jsl.annotator.ner.ner_converter_internal": [[89, "module-sparknlp_jsl.annotator.ner.ner_converter_internal"]], "threshold (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.threshold"]], "whitelist (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.whiteList"]], "zeroshotnermodel (class in sparknlp_jsl.annotator.ner.zero_shot_ner)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel"]], "getclasses() (zeroshotnermodel method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.getClasses"]], "ignoreentities (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.ignoreEntities"]], "inputannotatortypes (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.inputAnnotatorTypes"]], "load() (zeroshotnermodel static method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.load"], [153, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel.load"], [186, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel.load"]], "name (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.name"], [153, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel.name"], [186, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel.name"]], "outputannotatortype (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.outputAnnotatorType"]], "predictionthreshold (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.predictionThreshold"]], "pretrained() (zeroshotnermodel static method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.pretrained"], [153, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel.pretrained"], [186, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel.pretrained"]], "setentitydefinitions() (zeroshotnermodel method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.setEntityDefinitions"]], "setpredictionthreshold() (zeroshotnermodel method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.setPredictionThreshold"]], "sparknlp_jsl.annotator.ner.zero_shot_ner": [[90, "module-sparknlp_jsl.annotator.ner.zero_shot_ner"]], "datenormalizer (class in sparknlp_jsl.annotator.normalizer.date_normalizer)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer"]], "anchordateday (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.anchorDateDay"]], "anchordatemonth (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.anchorDateMonth"]], "anchordateyear (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.anchorDateYear"]], "defaultreplacementday (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.defaultReplacementDay"]], "defaultreplacementmonth (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.defaultReplacementMonth"]], "defaultreplacementyear (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.defaultReplacementYear"]], "inputannotatortypes (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.inputAnnotatorTypes"]], "name (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.name"]], "outputannotatortype (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.outputAnnotatorType"]], "outputdateformat (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.outputDateFormat"]], "setanchordateday() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setAnchorDateDay"]], "setanchordatemonth() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setAnchorDateMonth"]], "setanchordateyear() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setAnchorDateYear"]], "setdefaultreplacementday() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setDefaultReplacementDay"]], "setdefaultreplacementmonth() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setDefaultReplacementMonth"]], "setdefaultreplacementyear() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setDefaultReplacementYear"]], "setoutputdateformat() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setOutputDateformat"]], "sparknlp_jsl.annotator.normalizer.date_normalizer": [[91, "module-sparknlp_jsl.annotator.normalizer.date_normalizer"]], "drugnormalizer (class in sparknlp_jsl.annotator.normalizer.drug_normalizer)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer"]], "inputannotatortypes (drugnormalizer attribute)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.inputAnnotatorTypes"]], "lowercase (drugnormalizer attribute)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.lowercase"]], "outputannotatortype (drugnormalizer attribute)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.outputAnnotatorType"]], "policy (drugnormalizer attribute)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.policy"]], "setlowercase() (drugnormalizer method)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.setLowercase"]], "setpolicy() (drugnormalizer method)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.setPolicy"]], "sparknlp_jsl.annotator.normalizer.drug_normalizer": [[92, "module-sparknlp_jsl.annotator.normalizer.drug_normalizer"]], "sparknlp_jsl.annotator.normalizer": [[93, "module-sparknlp_jsl.annotator.normalizer"]], "gptgenerationparams (class in sparknlp_jsl.annotator.qa.gpt_generation_params)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams"]], "dosample (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.doSample"]], "ignoretokenids (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.ignoreTokenIds"]], "maxcontextlength (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.maxContextLength"]], "maxnewtokens (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.maxNewTokens"]], "setdosample() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setDoSample"]], "setignoretokenids() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setIgnoreTokenIds"]], "setmaxcontextlength() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setMaxContextLength"]], "setmaxnewtokens() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setMaxNewTokens"]], "setrandomseed() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setRandomSeed"]], "settopk() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setTopK"]], "sparknlp_jsl.annotator.qa.gpt_generation_params": [[94, "module-sparknlp_jsl.annotator.qa.gpt_generation_params"]], "topk (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.topK"]], "sparknlp_jsl.annotator.qa": [[95, "module-sparknlp_jsl.annotator.qa"]], "medicalquestionanswering (class in sparknlp_jsl.annotator.qa.medical_qa)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering"]], "configprotobytes (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.configProtoBytes"]], "getquestiontypes() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.getQuestionTypes"]], "inputannotatortypes (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.inputAnnotatorTypes"]], "loadsavedmodel() (medicalquestionanswering static method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.loadSavedModel"]], "name (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.name"]], "outputannotatortype (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.outputAnnotatorType"]], "pretrained() (medicalquestionanswering static method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.pretrained"]], "questiontype (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.questionType"]], "setconfigprotobytes() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setConfigProtoBytes"]], "setquestionanswerterminals() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setQuestionAnswerTerminals"]], "setquestionprompts() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setQuestionPrompts"]], "setquestionskiplasttoken() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setQuestionSkipLastToken"]], "setquestiontype() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setQuestionType"]], "setusecache() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setUseCache"]], "sparknlp_jsl.annotator.qa.medical_qa": [[96, "module-sparknlp_jsl.annotator.qa.medical_qa"]], "usecache (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.useCache"]], "nerquestiongenerator (class in sparknlp_jsl.annotator.qa.qa_ner_generator)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator"]], "entities1 (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.entities1"]], "entities2 (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.entities2"]], "inputannotatortypes (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.inputAnnotatorTypes"]], "name (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.name"]], "outputannotatortype (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.outputAnnotatorType"]], "questionmark (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.questionMark"]], "questionpronoun (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.questionPronoun"]], "setentities1() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setEntities1"]], "setentities2() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setEntities2"]], "setquestionmark() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setQuestionMark"]], "setquestionpronoun() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setQuestionPronoun"]], "setstrategytype() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setStrategyType"]], "sparknlp_jsl.annotator.qa.qa_ner_generator": [[97, "module-sparknlp_jsl.annotator.qa.qa_ner_generator"]], "strategytype (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.strategyType"]], "sparknlp_jsl.annotator.re": [[98, "module-sparknlp_jsl.annotator.re"]], "genericremodel (class in sparknlp_jsl.annotator.re.relation_extraction)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.GenericREModel"]], "posologyremodel (class in sparknlp_jsl.annotator.re.relation_extraction)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.PosologyREModel"]], "relationextractionapproach (class in sparknlp_jsl.annotator.re.relation_extraction)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach"]], "relationextractionmodel (class in sparknlp_jsl.annotator.re.relation_extraction)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel"]], "classes (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.classes"]], "customlabels (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.customLabels"]], "customlabels (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.customLabels"]], "fromentitybegincol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.fromEntityBeginCol"]], "fromentityendcol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.fromEntityEndCol"]], "fromentitylabelcol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.fromEntityLabelCol"]], "getclasses() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.getClasses"]], "getrelationtypeperpair() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.getRelationTypePerPair"]], "inputannotatortypes (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.inputAnnotatorTypes"]], "inputannotatortypes (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.inputAnnotatorTypes"]], "maxsyntacticdistance (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.maxSyntacticDistance"]], "maxsyntacticdistance (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.maxSyntacticDistance"]], "name (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.name"]], "name (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.name"]], "outputannotatortype (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.outputAnnotatorType"]], "outputannotatortype (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.outputAnnotatorType"]], "overrideexistinglabels (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.overrideExistingLabels"]], "predictionthreshold (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.predictionThreshold"]], "pretrained() (relationextractionmodel static method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.pretrained"]], "pretrainedmodelpath (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.pretrainedModelPath"]], "relationdirectioncol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.relationDirectionCol"]], "relationpairs (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.relationPairs"]], "relationpairscasesensitive (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.relationPairsCaseSensitive"]], "setcustomlabels() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setCustomLabels"]], "setcustomlabels() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setCustomLabels"]], "setfromentity() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setFromEntity"]], "setmaxsyntacticdistance() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setMaxSyntacticDistance"]], "setmaxsyntacticdistance() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setMaxSyntacticDistance"]], "setpredictionthreshold() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setPredictionThreshold"]], "setpretrainedmodelpath() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setPretrainedModelPath"]], "setrelationdirectioncol() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setRelationDirectionCol"]], "setrelationpairs() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setRelationPairs"]], "setrelationpairscasesensitive() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setRelationPairsCaseSensitive"]], "setrelationtypeperpair() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setRelationTypePerPair"]], "settoentity() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setToEntity"]], "set\u043everrideexistinglabels() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setverrideExistingLabels"]], "sparknlp_jsl.annotator.re.relation_extraction": [[99, "module-sparknlp_jsl.annotator.re.relation_extraction"]], "toentitybegincol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.toEntityBeginCol"]], "toentityendcol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.toEntityEndCol"]], "toentitylabelcol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.toEntityLabelCol"]], "relationextractiondlmodel (class in sparknlp_jsl.annotator.re.relation_extraction_dl)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel"]], "batchsize (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.batchSize"]], "classes (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.classes"]], "customlabels (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.customLabels"]], "getclasses() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.getClasses"]], "inputannotatortypes (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.inputAnnotatorTypes"]], "loadsavedmodel() (relationextractiondlmodel static method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.loadSavedModel"], [136, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.loadSavedModel"], [169, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.loadSavedModel"]], "name (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.name"], [136, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.name"], [169, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.name"]], "outputannotatortype (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.outputAnnotatorType"]], "predictionthreshold (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.predictionThreshold"]], "pretrained() (relationextractiondlmodel static method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.pretrained"], [136, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.pretrained"], [169, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.pretrained"]], "setbatchsize() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setBatchSize"]], "setcasesensitive() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setCaseSensitive"]], "setcustomlabels() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setCustomLabels"]], "setpredictionthreshold() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setPredictionThreshold"]], "sparknlp_jsl.annotator.re.relation_extraction_dl": [[100, "module-sparknlp_jsl.annotator.re.relation_extraction_dl"]], "renerchunksfilter (class in sparknlp_jsl.annotator.re.relation_ner_chunk_filter)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter"]], "doclevelrelations (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.docLevelRelations"]], "inputannotatortypes (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.inputAnnotatorTypes"]], "maxsyntacticdistance (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.maxSyntacticDistance"]], "name (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.name"]], "outputannotatortype (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.outputAnnotatorType"]], "relationpairs (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.relationPairs"]], "relationpairscasesensitive (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.relationPairsCaseSensitive"]], "setdoclevelrelations() (renerchunksfilter method)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setDocLevelRelations"]], "setmaxsyntacticdistance() (renerchunksfilter method)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setMaxSyntacticDistance"]], "setrelationpairs() (renerchunksfilter method)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setRelationPairs"]], "setrelationpairscasesensitive() (renerchunksfilter method)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setRelationPairsCaseSensitive"]], "sparknlp_jsl.annotator.re.relation_ner_chunk_filter": [[101, "module-sparknlp_jsl.annotator.re.relation_ner_chunk_filter"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.annotator.re.zero_shot_relation_extraction)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "getclasses() (zeroshotrelationextractionmodel method)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.getClasses"]], "inputannotatortypes (zeroshotrelationextractionmodel attribute)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.inputAnnotatorTypes"]], "loadsavedmodel() (zeroshotrelationextractionmodel static method)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.loadSavedModel"], [137, "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.loadSavedModel"], [170, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.loadSavedModel"]], "multilabel (zeroshotrelationextractionmodel attribute)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.multiLabel"]], "outputannotatortype (zeroshotrelationextractionmodel attribute)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.outputAnnotatorType"]], "predictionthreshold (zeroshotrelationextractionmodel attribute)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.predictionThreshold"]], "pretrained() (zeroshotrelationextractionmodel static method)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.pretrained"], [137, "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.pretrained"], [170, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.pretrained"]], "setrelationalcategories() (zeroshotrelationextractionmodel method)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.setRelationalCategories"]], "sparknlp_jsl.annotator.re.zero_shot_relation_extraction": [[102, "module-sparknlp_jsl.annotator.re.zero_shot_relation_extraction"]], "sparknlp_jsl.annotator.resolution": [[103, "module-sparknlp_jsl.annotator.resolution"]], "resolvermerger (class in sparknlp_jsl.annotator.resolution.resolver_merger)": [[104, "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger"]], "inputannotatortypes (resolvermerger attribute)": [[104, "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger.inputAnnotatorTypes"]], "name (resolvermerger attribute)": [[104, "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger.name"]], "outputannotatortype (resolvermerger attribute)": [[104, "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger.outputAnnotatorType"]], "sparknlp_jsl.annotator.resolution.resolver_merger": [[104, "module-sparknlp_jsl.annotator.resolution.resolver_merger"]], "sentenceentityresolverapproach (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sentenceresolverparams (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams"]], "aux_label_col (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.aux_label_col"]], "aux_label_col (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.aux_label_col"]], "confidencefunction (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.confidenceFunction"]], "distancefunction (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.distanceFunction"]], "dropcodeslist (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.dropCodesList"]], "inputannotatortypes (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.inputAnnotatorTypes"]], "inputannotatortypes (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.inputAnnotatorTypes"]], "inputannotatortypes (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.inputAnnotatorTypes"]], "labelcol (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.labelCol"]], "missasempty (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.missAsEmpty"]], "name (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.name"], [166, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel.name"]], "neighbours (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.neighbours"]], "normalizedcol (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.normalizedCol"]], "outputannotatortype (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.outputAnnotatorType"]], "outputannotatortype (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.outputAnnotatorType"]], "overrideexistingcodes (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.overrideExistingCodes"]], "pretrained() (sentenceentityresolvermodel static method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.pretrained"], [133, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel.pretrained"], [166, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel.pretrained"]], "pretrainedmodelpath (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.pretrainedModelPath"]], "returncosinedistances (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.returnCosineDistances"]], "returncosinedistances (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.returnCosineDistances"]], "searchtree (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.searchTree"]], "setauxlabelcol() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setAuxLabelCol"]], "setauxlabelcol() (sentenceentityresolvermodel method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.setAuxLabelCol"]], "setconfidencefunction() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setConfidenceFunction"]], "setdistancefunction() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setDistanceFunction"]], "setdropcodeslist() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setDropCodesList"]], "setextractcosinedistances() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setExtractCosineDistances"]], "setlabelcol() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setLabelCol"]], "setmissasempty() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setMissAsEmpty"]], "setneighbours() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setNeighbours"]], "setnormalizedcol() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setNormalizedCol"]], "setoverrideexistingcodes() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setOverrideExistingCodes"]], "setpretrainedmodelpath() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setPretrainedModelPath"]], "setsearchtree() (sentenceentityresolvermodel method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.setSearchTree"]], "setthreshold() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setThreshold"]], "setuseauxlabel() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setUseAuxLabel"]], "setuseauxlabel() (sentenceentityresolvermodel method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.setUseAuxLabel"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver": [[105, "module-sparknlp_jsl.annotator.resolution.sentence_entity_resolver"]], "threshold (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.threshold"]], "useauxlabel (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.useAuxLabel"]], "useauxlabel (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.useAuxLabel"]], "resolution2chunk (class in sparknlp_jsl.annotator.resolution2_chunk)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk"]], "inputannotatortypes (resolution2chunk attribute)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk.inputAnnotatorTypes"]], "name (resolution2chunk attribute)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk.name"]], "outputannotatortype (resolution2chunk attribute)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk.outputAnnotatorType"]], "setparams() (resolution2chunk method)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk.setParams"]], "sparknlp_jsl.annotator.resolution2_chunk": [[106, "module-sparknlp_jsl.annotator.resolution2_chunk"]], "router (class in sparknlp_jsl.annotator.router)": [[107, "sparknlp_jsl.annotator.router.Router"]], "filterfieldselements (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.filterFieldsElements"]], "inputannotatortypes (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.inputAnnotatorTypes"]], "inputtype (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.inputType"]], "metadatafield (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.metadataField"]], "name (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.name"]], "outputannotatortype (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.outputAnnotatorType"]], "setfilterfieldselements() (router method)": [[107, "sparknlp_jsl.annotator.router.Router.setFilterFieldsElements"]], "setinputcols() (router method)": [[107, "sparknlp_jsl.annotator.router.Router.setInputCols"]], "setinputtype() (router method)": [[107, "sparknlp_jsl.annotator.router.Router.setInputType"]], "setmetadatafield() (router method)": [[107, "sparknlp_jsl.annotator.router.Router.setMetadataField"]], "skiplpinputcolsvalidation (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.router": [[107, "module-sparknlp_jsl.annotator.router"]], "sparknlp_jsl.annotator.seq2seq": [[108, "module-sparknlp_jsl.annotator.seq2seq"]], "medicalencoderdecoder (class in sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder"]], "configprotobytes (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.configProtoBytes"]], "dosample (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.doSample"]], "ignoretokenids (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.ignoreTokenIds"]], "inputannotatortypes (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.inputAnnotatorTypes"]], "maxnewtokens (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.maxNewTokens"]], "maxtextlength (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.maxTextLength"]], "name (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.name"]], "outputannotatortype (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.outputAnnotatorType"]], "randomseed (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.randomSeed"]], "setconfigprotobytes() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setConfigProtoBytes"]], "setdosample() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setDoSample"]], "setignoretokenids() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setIgnoreTokenIds"]], "setmaxnewtokens() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setMaxNewTokens"]], "setmaxtextlength() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setMaxTextLength"]], "setrandomseed() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setRandomSeed"]], "setstopateos() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setStopAtEos"]], "settopk() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setTopK"]], "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder": [[109, "module-sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder"]], "stopateos (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.stopAtEos"]], "task (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.task"]], "topk (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.topK"]], "usecache (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.useCache"]], "medicalsummarizer (class in sparknlp_jsl.annotator.seq2seq.medical_summarizer)": [[110, "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer"]], "loadsavedmodel() (medicalsummarizer static method)": [[110, "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer.loadSavedModel"]], "name (medicalsummarizer attribute)": [[110, "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer.name"]], "pretrained() (medicalsummarizer static method)": [[110, "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer.pretrained"]], "sparknlp_jsl.annotator.seq2seq.medical_summarizer": [[110, "module-sparknlp_jsl.annotator.seq2seq.medical_summarizer"]], "medicaltextgenerator (class in sparknlp_jsl.annotator.seq2seq.medical_text_generator)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator"]], "configprotobytes (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.configProtoBytes"]], "inputannotatortypes (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.inputAnnotatorTypes"]], "loadsavedmodel() (medicaltextgenerator static method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.loadSavedModel"]], "maxtextlength (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.maxTextLength"]], "modeltype (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.modelType"]], "name (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.name"]], "outputannotatortype (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.outputAnnotatorType"]], "pretrained() (medicaltextgenerator static method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.pretrained"]], "setconfigprotobytes() (medicaltextgenerator method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setConfigProtoBytes"]], "setmaxtextlength() (medicaltextgenerator method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setMaxTextLength"]], "setstopateos() (medicaltextgenerator method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setStopAtEos"]], "setusecache() (medicaltextgenerator method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setUseCache"]], "sparknlp_jsl.annotator.seq2seq.medical_text_generator": [[111, "module-sparknlp_jsl.annotator.seq2seq.medical_text_generator"]], "stopateos (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.stopAtEos"]], "usecache (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.useCache"]], "sourcetrackingmetadataparams (class in sparknlp_jsl.annotator.source_tracking_metadata_params)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams"]], "allpossiblefieldstostandardize (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.allPossibleFieldsToStandardize"]], "includeoutputcolumn (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.includeOutputColumn"]], "includestandardfield (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.includeStandardField"]], "outputcolumnkey (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.outputColumnKey"]], "setallpossiblefieldstostandardize() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setAllPossibleFieldsToStandardize"]], "setincludeoutputcolumn() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setIncludeOutputColumn"]], "setincludestandardfield() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setIncludeStandardField"]], "setoutputcolumnkey() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setOutputColumnKey"]], "setstandardfieldkey() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setStandardFieldKey"]], "sparknlp_jsl.annotator.source_tracking_metadata_params": [[112, "module-sparknlp_jsl.annotator.source_tracking_metadata_params"]], "standardfieldkey (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.standardFieldKey"]], "tfgraphbuilder (class in sparknlp_jsl.annotator.tf_graph_builder)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder"]], "tfgraphbuildermodel (class in sparknlp_jsl.annotator.tf_graph_builder)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilderModel"]], "batchnorm (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.batchNorm"]], "getbatchnorm() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getBatchNorm"]], "getgraphfile() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getGraphFile"]], "getgraphfolder() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getGraphFolder"]], "gethiddenact() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenAct"]], "gethiddenactl2() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenActL2"]], "gethiddenlayers() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenLayers"]], "gethiddenunitsnumber() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenUnitsNumber"]], "gethiddenweightsl2() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenWeightsL2"]], "getinputcols() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getInputCols"]], "getislicensed() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getIsLicensed"]], "getlabelcolumn() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getLabelColumn"]], "getmaxsequencelength() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getMaxSequenceLength"]], "getmodelname() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getModelName"]], "getoutputact() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getOutputAct"]], "getuserelationdirection() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getUseRelationDirection"]], "graphfile (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.graphFile"]], "graphfolder (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.graphFolder"]], "hiddenact (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenAct"]], "hiddenactl2 (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenActL2"]], "hiddenlayers (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenLayers"]], "hiddenunitsnumber (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenUnitsNumber"]], "hiddenweightsl2 (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenWeightsL2"]], "inputcols (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.inputCols"]], "islicensed (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.isLicensed"]], "labelcolumn (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.labelColumn"]], "maxsequencelength (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.maxSequenceLength"]], "modelname (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.modelName"]], "outputact (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.outputAct"]], "setbatchnorm() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setBatchNorm"]], "setgraphfile() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setGraphFile"]], "setgraphfolder() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setGraphFolder"]], "sethiddenact() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenAct"]], "sethiddenactl2() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenActL2"]], "sethiddenlayers() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenLayers"]], "sethiddenunitsnumber() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenUnitsNumber"]], "sethiddenweightsl2() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenWeightsL2"]], "setinputcols() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setInputCols"]], "setislicensed() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setIsLicensed"]], "setlabelcolumn() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setLabelColumn"]], "setmaxsequencelength() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setMaxSequenceLength"]], "setmodelname() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setModelName"]], "setuserelationdirection() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setUseRelationDirection"]], "settoutputact() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.settOutputAct"]], "sparknlp_jsl.annotator.tf_graph_builder": [[113, "module-sparknlp_jsl.annotator.tf_graph_builder"]], "userelationdirection (tfgraphbuilder attribute)": [[113, "id0"], [113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.useRelationDirection"]], "sparknlp_jsl.annotator.windowed": [[114, "module-sparknlp_jsl.annotator.windowed"]], "windowedparams (class in sparknlp_jsl.annotator.windowed.windowed_sentence)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams"]], "windowedsentencemodel (class in sparknlp_jsl.annotator.windowed.windowed_sentence)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedSentenceModel"]], "gluestring (windowedparams attribute)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.glueString"]], "inputannotatortypes (windowedsentencemodel attribute)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedSentenceModel.inputAnnotatorTypes"]], "outputannotatortype (windowedsentencemodel attribute)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedSentenceModel.outputAnnotatorType"]], "setgluestring() (windowedparams method)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.setGlueString"]], "setwindowsize() (windowedparams method)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.setWindowSize"]], "sparknlp_jsl.annotator.windowed.windowed_sentence": [[115, "module-sparknlp_jsl.annotator.windowed.windowed_sentence"]], "windowsize (windowedparams attribute)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.windowSize"]], "sparknlp_jsl.base": [[116, "module-sparknlp_jsl.base"]], "annotatorapproachinternal (class in sparknlp_jsl.common.annotator_approach_internal)": [[117, "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal"]], "inputannotatortypes (annotatorapproachinternal attribute)": [[117, "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal.inputAnnotatorTypes"]], "outputannotatortype (annotatorapproachinternal attribute)": [[117, "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal.outputAnnotatorType"]], "skiplpinputcolsvalidation (annotatorapproachinternal attribute)": [[117, "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal.skipLPInputColsValidation"]], "sparknlp_jsl.common.annotator_approach_internal": [[117, "module-sparknlp_jsl.common.annotator_approach_internal"]], "annotatormodelinternal (class in sparknlp_jsl.common.annotator_model_internal)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal"]], "inputannotatortypes (annotatormodelinternal attribute)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal.inputAnnotatorTypes"]], "outputannotatortype (annotatormodelinternal attribute)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal.outputAnnotatorType"]], "setparams() (annotatormodelinternal method)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal.setParams"]], "skiplpinputcolsvalidation (annotatormodelinternal attribute)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal.skipLPInputColsValidation"]], "sparknlp_jsl.common.annotator_model_internal": [[118, "module-sparknlp_jsl.common.annotator_model_internal"]], "annotatorpropertiesinternal (class in sparknlp_jsl.common.annotator_properties_internal)": [[119, "sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal"]], "inputcolsvalidation() (annotatorpropertiesinternal method)": [[119, "sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal.inputColsValidation"]], "setforceinputtypevalidation() (annotatorpropertiesinternal method)": [[119, "sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal.setForceInputTypeValidation"]], "sparknlp_jsl.common.annotator_properties_internal": [[119, "module-sparknlp_jsl.common.annotator_properties_internal"]], "sparknlp_jsl.common": [[120, "module-sparknlp_jsl.common"]], "compatibility (class in sparknlp_jsl.compatibility)": [[121, "sparknlp_jsl.compatibility.Compatibility"]], "findversion() (compatibility method)": [[121, "sparknlp_jsl.compatibility.Compatibility.findVersion"]], "showversion() (compatibility method)": [[121, "sparknlp_jsl.compatibility.Compatibility.showVersion"]], "sparknlp_jsl.compatibility": [[121, "module-sparknlp_jsl.compatibility"]], "customtransformer (class in sparknlp_jsl.custom_transformer)": [[122, "sparknlp_jsl.custom_transformer.CustomTransformer"]], "f (customtransformer attribute)": [[122, "sparknlp_jsl.custom_transformer.CustomTransformer.f"]], "setinputcol() (customtransformer method)": [[122, "sparknlp_jsl.custom_transformer.CustomTransformer.setInputCol"]], "setoutputcol() (customtransformer method)": [[122, "sparknlp_jsl.custom_transformer.CustomTransformer.setOutputCol"]], "sparknlp_jsl.custom_transformer": [[122, "module-sparknlp_jsl.custom_transformer"]], "nercrfevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.NerCrfEvaluation"]], "nerdlevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.NerDLEvaluation"]], "nerdlmetrics (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.NerDLMetrics"]], "norvigspellevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.NorvigSpellEvaluation"]], "posevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.POSEvaluation"]], "symspellevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.SymSpellEvaluation"]], "computeaccuracyannotator() (nercrfevaluation method)": [[123, "sparknlp_jsl.eval.NerCrfEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (nerdlevaluation method)": [[123, "sparknlp_jsl.eval.NerDLEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (norvigspellevaluation method)": [[123, "sparknlp_jsl.eval.NorvigSpellEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (posevaluation method)": [[123, "sparknlp_jsl.eval.POSEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (symspellevaluation method)": [[123, "sparknlp_jsl.eval.SymSpellEvaluation.computeAccuracyAnnotator"]], "computeaccuracymodel() (nercrfevaluation method)": [[123, "sparknlp_jsl.eval.NerCrfEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (nerdlevaluation method)": [[123, "sparknlp_jsl.eval.NerDLEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (norvigspellevaluation method)": [[123, "sparknlp_jsl.eval.NorvigSpellEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (posevaluation method)": [[123, "sparknlp_jsl.eval.POSEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (symspellevaluation method)": [[123, "sparknlp_jsl.eval.SymSpellEvaluation.computeAccuracyModel"]], "computemetricsfromdf() (nerdlmetrics method)": [[123, "sparknlp_jsl.eval.NerDLMetrics.computeMetricsFromDF"]], "sparknlp_jsl.eval": [[123, "module-sparknlp_jsl.eval"]], "assertiondlapproach (class in sparknlp_jsl.finance.chunk_classification.assertion.assertiondl)": [[124, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.finance.chunk_classification.assertion.assertiondl)": [[124, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel"]], "sparknlp_jsl.finance.chunk_classification.assertion.assertiondl": [[124, "module-sparknlp_jsl.finance.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.finance.chunk_classification.assertion": [[125, "module-sparknlp_jsl.finance.chunk_classification.assertion"]], "deidentification (class in sparknlp_jsl.finance.chunk_classification.deid.deidentification)": [[126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.finance.chunk_classification.deid.deidentification)": [[126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentificationModel"]], "sparknlp_jsl.finance.chunk_classification.deid.deidentification": [[126, "module-sparknlp_jsl.finance.chunk_classification.deid.deIdentification"]], "financedocumenthashcoder (class in sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder)": [[127, "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder.FinanceDocumentHashCoder"]], "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder": [[127, "module-sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.finance.chunk_classification.deid": [[128, "module-sparknlp_jsl.finance.chunk_classification.deid"]], "sparknlp_jsl.finance.chunk_classification": [[129, "module-sparknlp_jsl.finance.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper)": [[130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper)": [[130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper": [[130, "module-sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper)": [[131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper)": [[131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper": [[131, "module-sparknlp_jsl.finance.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.finance.chunk_classification.resolution": [[132, "module-sparknlp_jsl.finance.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver)": [[133, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver)": [[133, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver": [[133, "module-sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.finance.graph": [[134, "module-sparknlp_jsl.finance.graph"]], "sparknlp_jsl.finance.graph.relation_extraction": [[135, "module-sparknlp_jsl.finance.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl)": [[136, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl": [[136, "module-sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction)": [[137, "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction": [[137, "module-sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.finance": [[138, "module-sparknlp_jsl.finance"]], "financebertforsequenceclassification (class in sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification"]], "loadsavedmodel() (financebertforsequenceclassification static method)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (financebertforsequenceclassification static method)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModelOpenSource"]], "name (financebertforsequenceclassification attribute)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.name"]], "pretrained() (financebertforsequenceclassification static method)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification": [[139, "module-sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification"]], "financeclassifierdlapproach (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl)": [[140, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLApproach"]], "financeclassifierdlmodel (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl)": [[140, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel"]], "name (financeclassifierdlmodel attribute)": [[140, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel.name"]], "pretrained() (financeclassifierdlmodel static method)": [[140, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl": [[140, "module-sparknlp_jsl.finance.sequence_classification.finance_classifier_dl"]], "financedocumentmlclassifierapproach (class in sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier)": [[141, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierApproach"]], "financedocumentmlclassifiermodel (class in sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier)": [[141, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel"]], "name (financedocumentmlclassifiermodel attribute)": [[141, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel.name"]], "pretrained() (financedocumentmlclassifiermodel static method)": [[141, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier": [[141, "module-sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier"]], "sparknlp_jsl.finance.sequence_classification": [[142, "module-sparknlp_jsl.finance.sequence_classification"]], "financeencoderdecoder (class in sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder)": [[143, "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder.FinanceEncoderDecoder"]], "name (financeencoderdecoder attribute)": [[143, "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder.FinanceEncoderDecoder.name"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder": [[143, "module-sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder"]], "financequestionanswering (class in sparknlp_jsl.finance.sequence_generation.finance_qa)": [[144, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering"]], "loadsavedmodel() (financequestionanswering static method)": [[144, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.loadSavedModel"]], "name (financequestionanswering attribute)": [[144, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.name"]], "pretrained() (financequestionanswering static method)": [[144, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_qa": [[144, "module-sparknlp_jsl.finance.sequence_generation.finance_qa"]], "financesummarizer (class in sparknlp_jsl.finance.sequence_generation.finance_summarizer)": [[145, "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer"]], "loadsavedmodel() (financesummarizer static method)": [[145, "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer.loadSavedModel"]], "name (financesummarizer attribute)": [[145, "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer.name"]], "pretrained() (financesummarizer static method)": [[145, "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer.pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_summarizer": [[145, "module-sparknlp_jsl.finance.sequence_generation.finance_summarizer"]], "financetextgenerator (class in sparknlp_jsl.finance.sequence_generation.finance_text_generator)": [[146, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator"]], "loadsavedmodel() (financetextgenerator static method)": [[146, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.loadSavedModel"]], "name (financetextgenerator attribute)": [[146, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.name"]], "pretrained() (financetextgenerator static method)": [[146, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator": [[146, "module-sparknlp_jsl.finance.sequence_generation.finance_text_generator"]], "sparknlp_jsl.finance.sequence_generation": [[147, "module-sparknlp_jsl.finance.sequence_generation"]], "financenerquestiongenerator (class in sparknlp_jsl.finance.sequence_generation.qa_ner_generator)": [[148, "sparknlp_jsl.finance.sequence_generation.qa_ner_generator.FinanceNerQuestionGenerator"]], "sparknlp_jsl.finance.sequence_generation.qa_ner_generator": [[148, "module-sparknlp_jsl.finance.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.finance.token_classification": [[149, "module-sparknlp_jsl.finance.token_classification"]], "financebertfortokenclassification (class in sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification"]], "loadsavedmodel() (financebertfortokenclassification static method)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.loadSavedModel"]], "loadsavedmodelopensource() (financebertfortokenclassification static method)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.loadSavedModelOpenSource"]], "name (financebertfortokenclassification attribute)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.name"]], "pretrained() (financebertfortokenclassification static method)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.pretrained"]], "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier": [[150, "module-sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier"]], "financenerapproach (class in sparknlp_jsl.finance.token_classification.ner.finance_ner)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerApproach"]], "financenermodel (class in sparknlp_jsl.finance.token_classification.ner.finance_ner)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel"]], "loadsavedmodel() (financenermodel static method)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.loadSavedModel"]], "name (financenermodel attribute)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.name"]], "pretrained() (financenermodel static method)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.pretrained"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner": [[151, "module-sparknlp_jsl.finance.token_classification.ner.finance_ner"]], "sparknlp_jsl.finance.token_classification.ner": [[152, "module-sparknlp_jsl.finance.token_classification.ner"]], "zeroshotnermodel (class in sparknlp_jsl.finance.token_classification.ner.zero_shot_ner)": [[153, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner": [[153, "module-sparknlp_jsl.finance.token_classification.ner.zero_shot_ner"]], "profile() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profile"]], "profilev22() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22"]], "profilev22y17() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y17"]], "profilev22y18() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y18"]], "profilev22y19() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y19"]], "profilev22y20() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y20"]], "profilev22y21() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y21"]], "profilev22y22() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y22"]], "profilev23() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV23"]], "profilev23y18() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV23Y18"]], "profilev23y19() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV23Y19"]], "profilev24y17() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y17"]], "profilev24y18() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y18"]], "profilev24y19() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y19"]], "profilev24y20() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y20"]], "profilev24y21() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y21"]], "profilev24y22() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y22"]], "sparknlp_jsl.functions": [[154, "module-sparknlp_jsl.functions"]], "annotators (in module sparknlp_jsl)": [[155, "sparknlp_jsl.annotators"]], "get_credentials() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.get_credentials"]], "library_settings() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.library_settings"]], "pub_version() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.pub_version"]], "size_regex (in module sparknlp_jsl)": [[155, "sparknlp_jsl.size_regex"]], "sparknlp_jsl": [[155, "module-sparknlp_jsl"]], "start() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.start"]], "transformer_seq_classification (in module sparknlp_jsl)": [[155, "sparknlp_jsl.transformer_seq_classification"]], "version() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.version"]], "version_regex (in module sparknlp_jsl)": [[155, "sparknlp_jsl.version_regex"]], "customlabels() (in module sparknlp_jsl.internal)": [[156, "sparknlp_jsl.internal.CustomLabels"]], "entityweights() (in module sparknlp_jsl.internal)": [[156, "sparknlp_jsl.internal.EntityWeights"]], "relationalcategories() (in module sparknlp_jsl.internal)": [[156, "sparknlp_jsl.internal.RelationalCategories"]], "targetentities() (in module sparknlp_jsl.internal)": [[156, "sparknlp_jsl.internal.TargetEntities"]], "sparknlp_jsl.internal": [[156, "module-sparknlp_jsl.internal"]], "assertiondlapproach (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[157, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[157, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertiondl": [[157, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[158, "module-sparknlp_jsl.legal.chunk_classification.assertion"]], "deidentification (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel"]], "sparknlp_jsl.legal.chunk_classification.deid.deidentification": [[159, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"]], "legaldocumenthashcoder (class in sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder)": [[160, "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[160, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid": [[161, "module-sparknlp_jsl.legal.chunk_classification.deid"]], "sparknlp_jsl.legal.chunk_classification": [[162, "module-sparknlp_jsl.legal.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[163, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[164, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[165, "module-sparknlp_jsl.legal.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[166, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[166, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[166, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.legal.graph": [[167, "module-sparknlp_jsl.legal.graph"]], "sparknlp_jsl.legal.graph.relation_extraction": [[168, "module-sparknlp_jsl.legal.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl)": [[169, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[169, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction)": [[170, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[170, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.legal": [[171, "module-sparknlp_jsl.legal"]], "sparknlp_jsl.legal.sequence_classification": [[172, "module-sparknlp_jsl.legal.sequence_classification"]], "legalbertforsequenceclassification (class in sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification"]], "loadsavedmodel() (legalbertforsequenceclassification static method)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertforsequenceclassification static method)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModelOpenSource"]], "name (legalbertforsequenceclassification attribute)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.name"]], "pretrained() (legalbertforsequenceclassification static method)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[173, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"]], "legalclassifierdlapproach (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[174, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLApproach"]], "legalclassifierdlmodel (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[174, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel"]], "name (legalclassifierdlmodel attribute)": [[174, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.name"]], "pretrained() (legalclassifierdlmodel static method)": [[174, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[174, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"]], "legaldocumentmlclassifierapproach (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[175, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierApproach"]], "legaldocumentmlclassifiermodel (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[175, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel"]], "name (legaldocumentmlclassifiermodel attribute)": [[175, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.name"]], "pretrained() (legaldocumentmlclassifiermodel static method)": [[175, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[175, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"]], "sparknlp_jsl.legal.sequence_generation": [[176, "module-sparknlp_jsl.legal.sequence_generation"]], "legalencoderdecoder (class in sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder)": [[177, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder"]], "name (legalencoderdecoder attribute)": [[177, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder.name"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[177, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"]], "legalquestionanswering (class in sparknlp_jsl.legal.sequence_generation.legal_qa)": [[178, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering"]], "loadsavedmodel() (legalquestionanswering static method)": [[178, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.loadSavedModel"]], "name (legalquestionanswering attribute)": [[178, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.name"]], "pretrained() (legalquestionanswering static method)": [[178, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[178, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"]], "legalsummarizer (class in sparknlp_jsl.legal.sequence_generation.legal_summarizer)": [[179, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer"]], "loadsavedmodel() (legalsummarizer static method)": [[179, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.loadSavedModel"]], "name (legalsummarizer attribute)": [[179, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.name"]], "pretrained() (legalsummarizer static method)": [[179, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[179, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"]], "legaltextgenerator (class in sparknlp_jsl.legal.sequence_generation.legal_text_generator)": [[180, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator"]], "loadsavedmodel() (legaltextgenerator static method)": [[180, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.loadSavedModel"]], "name (legaltextgenerator attribute)": [[180, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.name"]], "pretrained() (legaltextgenerator static method)": [[180, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[180, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"]], "legalnerquestiongenerator (class in sparknlp_jsl.legal.sequence_generation.qa_ner_generator)": [[181, "sparknlp_jsl.legal.sequence_generation.qa_ner_generator.LegalNerQuestionGenerator"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[181, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.legal.token_classification": [[182, "module-sparknlp_jsl.legal.token_classification"]], "sparknlp_jsl.legal.token_classification.ner": [[183, "module-sparknlp_jsl.legal.token_classification.ner"]], "legalbertfortokenclassification (class in sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification"]], "loadsavedmodel() (legalbertfortokenclassification static method)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertfortokenclassification static method)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModelOpenSource"]], "name (legalbertfortokenclassification attribute)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.name"]], "pretrained() (legalbertfortokenclassification static method)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[184, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"]], "legalnerapproach (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerApproach"]], "legalnermodel (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel"]], "loadsavedmodel() (legalnermodel static method)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.loadSavedModel"]], "name (legalnermodel attribute)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.name"]], "pretrained() (legalnermodel static method)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[185, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"]], "zeroshotnermodel (class in sparknlp_jsl.legal.token_classification.ner.zero_shot_ner)": [[186, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[186, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"]], "modeltracer (class in sparknlp_jsl.modeltracer)": [[187, "sparknlp_jsl.modelTracer.ModelTracer"]], "adduidcols() (modeltracer method)": [[187, "sparknlp_jsl.modelTracer.ModelTracer.addUidCols"]], "sparknlp_jsl.modeltracer": [[187, "module-sparknlp_jsl.modelTracer"]], "rulebasedclassifier (class in sparknlp_jsl.nlp_test.bias.bias_testing)": [[188, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier"]], "init_medical_gender_classifier() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[188, "sparknlp_jsl.nlp_test.bias.bias_testing.init_medical_gender_classifier"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[188, "module-sparknlp_jsl.nlp_test.bias.bias_testing"]], "test_gender_bias() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[188, "sparknlp_jsl.nlp_test.bias.bias_testing.test_gender_bias"]], "transform() (rulebasedclassifier method)": [[188, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier.transform"]], "sparknlp_jsl.nlp_test.bias": [[189, "module-sparknlp_jsl.nlp_test.bias"]], "sparknlp_jsl.nlp_test": [[190, "module-sparknlp_jsl.nlp_test"]], "sparknlp_jsl.nlp_test.noisy_labels": [[191, "module-sparknlp_jsl.nlp_test.noisy_labels"]], "interactivefix (class in sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix"]], "add_flag_to_conll() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.add_flag_to_conll"]], "adjust_page_size() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.adjust_page_size"]], "apply_fixes() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.apply_fixes"]], "apply_label_fixes() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.apply_label_fixes"]], "conll_reader() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_reader"]], "conll_writer() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_writer"]], "create_grid() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.create_grid"]], "display() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.display"]], "empty_grid() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.empty_grid"]], "fill_grid() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fill_grid"]], "fix_all() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_all"]], "fix_label() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_label"]], "get_cell_element() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_cell_element"]], "get_central_grid() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_central_grid"]], "get_classes() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_classes"]], "get_default_indx() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_default_indx"]], "get_drop_down() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_drop_down"]], "get_drop_down_title() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_drop_down_title"]], "get_footer() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_footer"]], "get_header() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_header"]], "get_page_control_buttons() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_page_control_buttons"]], "get_page_number() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_page_number"]], "get_sentence() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_sentence"]], "get_title_html() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_title_html"]], "next_page() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.next_page"]], "num_sample_drop_down() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.num_sample_drop_down"]], "prev_page() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.prev_page"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing": [[192, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing"]], "update_with_model_predictions() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.update_with_model_predictions"]], "calculate_label_error_score() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[193, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.calculate_label_error_score"]], "get_label_quality_scores() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[193, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.get_label_quality_scores"]], "get_unique_entities() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[193, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.get_unique_entities"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing": [[193, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing"]], "test_label_errors() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[193, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.test_label_errors"]], "sparknlp_jsl.nlp_test.noisy_labels.utils": [[194, "module-sparknlp_jsl.nlp_test.noisy_labels.utils"]], "stylesheet (in module sparknlp_jsl.nlp_test.noisy_labels.utils)": [[194, "sparknlp_jsl.nlp_test.noisy_labels.utils.stylesheet"]], "sparknlp_jsl.nlp_test.robustness": [[195, "module-sparknlp_jsl.nlp_test.robustness"]], "add_context_to_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_context_to_data"]], "add_contractions() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_contractions"]], "add_punctuation_to_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_punctuation_to_data"]], "add_typo_to_sentence() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_typo_to_sentence"]], "augment_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.augment_robustness"]], "conll_reader() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.conll_reader"]], "convert_accent() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.convert_accent"]], "create_dataframe() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.create_dataframe"]], "create_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.create_terminology"]], "filter_by_entity_type() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.filter_by_entity_type"]], "get_cohyponyms_wordnet() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.get_cohyponyms_wordnet"]], "get_sample() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.get_sample"]], "introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.introduce_typos"]], "modify_capitalization_lower() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_lower"]], "modify_capitalization_title() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_title"]], "modify_capitalization_upper() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_upper"]], "sparknlp_jsl.nlp_test.robustness.robustness_fixing": [[196, "module-sparknlp_jsl.nlp_test.robustness.robustness_fixing"]], "strip_punctuation_from_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.strip_punctuation_from_data"]], "swap_entities_with_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_entities_with_terminology"]], "swap_with_cohyponym() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_with_cohyponym"]], "test_and_augment_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.test_and_augment_robustness"]], "add_context() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_context"]], "add_contractions() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_contractions"]], "add_punctuation() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_punctuation"]], "add_typo_to_sentence() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_typo_to_sentence"]], "american_to_british() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.american_to_british"]], "british_to_american() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.british_to_american"]], "calculate_metrics() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.calculate_metrics"]], "conll_sentence_reader() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.conll_sentence_reader"]], "create_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.create_terminology"]], "get_cohyponyms_wordnet() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.get_cohyponyms_wordnet"]], "introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.introduce_typos"]], "modify_capitalization() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.modify_capitalization"]], "remove_context_tokens() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.remove_context_tokens"]], "remove_contraction_tokens() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.remove_contraction_tokens"]], "remove_punctuation_tokens() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.remove_punctuation_tokens"]], "run_test() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.run_test"]], "sparknlp_jsl.nlp_test.robustness.robustness_testing": [[197, "module-sparknlp_jsl.nlp_test.robustness.robustness_testing"]], "strip_punctuation() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.strip_punctuation"]], "swap_named_entities_from_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.swap_named_entities_from_terminology"]], "swap_with_cohyponym() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.swap_with_cohyponym"]], "test_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.test_robustness"]], "calculate_proportion() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[198, "sparknlp_jsl.nlp_test.robustness.utils.calculate_proportion"]], "get_augmentation_proportions() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[198, "sparknlp_jsl.nlp_test.robustness.utils.get_augmentation_proportions"]], "sparknlp_jsl.nlp_test.robustness.utils": [[198, "module-sparknlp_jsl.nlp_test.robustness.utils"]], "suggest_perturbations() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[198, "sparknlp_jsl.nlp_test.robustness.utils.suggest_perturbations"]], "internalresourcedownloader (class in sparknlp_jsl.pretrained)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader"]], "downloadmodel() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.downloadModel"]], "printprogress() (in module sparknlp_jsl.pretrained)": [[199, "sparknlp_jsl.pretrained.printProgress"]], "returnprivatemodels() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.returnPrivateModels"]], "returnprivatepipelines() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.returnPrivatePipelines"]], "showavailableannotators() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.showAvailableAnnotators"]], "showprivatemodels() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.showPrivateModels"]], "showprivatepipelines() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.showPrivatePipelines"]], "showuncategorizedresources() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.showUnCategorizedResources"]], "sparknlp_jsl.pretrained": [[199, "module-sparknlp_jsl.pretrained"]], "structureddeidentification (class in sparknlp_jsl.structured_deidentification)": [[200, "sparknlp_jsl.structured_deidentification.StructuredDeidentification"]], "obfuscatecolumns() (structureddeidentification method)": [[200, "sparknlp_jsl.structured_deidentification.StructuredDeidentification.obfuscateColumns"]], "sparknlp_jsl.structured_deidentification": [[200, "module-sparknlp_jsl.structured_deidentification"]], "texttodocumentscolumns (class in sparknlp_jsl.text_to_documents_columns)": [[201, "sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns"]], "sparknlp_jsl.text_to_documents_columns": [[201, "module-sparknlp_jsl.text_to_documents_columns"]], "todocumentscolumns() (texttodocumentscolumns method)": [[201, "sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns.toDocumentsColumns"]], "annotationtooljsonreader (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader"]], "cantemistreader (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.CantemistReader"]], "codiespreader (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.CodiEspReader"]], "redatasethelper (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.REDatasetHelper"]], "synonymaugmentationumls (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.SynonymAugmentationUMLS"]], "augmentcsv() (synonymaugmentationumls method)": [[202, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentCsv"]], "augmentdataframe() (synonymaugmentationumls method)": [[202, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentDataFrame"]], "create_annotation_column() (redatasethelper method)": [[202, "sparknlp_jsl.training.REDatasetHelper.create_annotation_column"]], "generateassertiontrainset() (annotationtooljsonreader method)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader.generateAssertionTrainSet"]], "generateconll() (annotationtooljsonreader method)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader.generateConll"]], "generateplainassertiontrainset() (annotationtooljsonreader method)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader.generatePlainAssertionTrainSet"]], "readdataset() (annotationtooljsonreader method)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader.readDataset"]], "readdatasettaskner() (cantemistreader method)": [[202, "sparknlp_jsl.training.CantemistReader.readDatasetTaskNer"]], "readdatasettaskx() (codiespreader method)": [[202, "sparknlp_jsl.training.CodiEspReader.readDatasetTaskX"]], "sparknlp_jsl.training": [[202, "module-sparknlp_jsl.training"]], "tf_graph (in module sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.tf_graph"]], "tf_graph_1x (in module sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.tf_graph_1x"]], "assertion_log_parser (class in sparknlp_jsl.training_log_parser)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser"]], "evaluate() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.evaluate"]], "evaluate_conll_file() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.evaluate_conll_file"]], "get_best_f1_scores() (assertion_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser.get_best_f1_scores"]], "get_best_f1_scores() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.get_best_f1_scores"]], "get_charts() (assertion_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser.get_charts"]], "get_charts() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.get_charts"]], "loss_plot() (assertion_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser.loss_plot"]], "loss_plot() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.loss_plot"]], "ner_log_parser (class in sparknlp_jsl.training_log_parser)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser"]], "parse_logfile() (assertion_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser.parse_logfile"]], "parse_logfile() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.parse_logfile"]], "sparknlp_jsl.training_log_parser": [[203, "module-sparknlp_jsl.training_log_parser"]], "updatemodels (class in sparknlp_jsl.updatemodels)": [[204, "sparknlp_jsl.updateModels.UpdateModels"]], "sparknlp_jsl.updatemodels": [[204, "module-sparknlp_jsl.updateModels"]], "updatecachemodels() (updatemodels static method)": [[204, "sparknlp_jsl.updateModels.UpdateModels.updateCacheModels"]], "updatemodels() (updatemodels static method)": [[204, "sparknlp_jsl.updateModels.UpdateModels.updateModels"]], "get_mt_samples() (in module sparknlp_jsl.util)": [[205, "sparknlp_jsl.util.get_mt_samples"]], "sparknlp_jsl.util": [[205, "module-sparknlp_jsl.util"]], "document_assembler (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.document_assembler"]], "empty_df (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.empty_df"]], "get_doc_assembler() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_doc_assembler"]], "get_empty_df() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_empty_df"]], "get_ner_df() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_ner_df"]], "get_ner_sentence_borders() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_ner_sentence_borders"]], "get_nlp_pos_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_nlp_pos_pipeline"]], "get_nlp_token_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_nlp_token_pipeline"]], "get_pos() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_pos"]], "get_regex_tokenizer() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_regex_tokenizer"]], "get_regular_tokenizer() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_regular_tokenizer"]], "get_rel_df() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_rel_df"]], "get_sent_detector() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_sent_detector"]], "get_sentence_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_sentence_pipeline"]], "get_single_task_conll() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_single_task_conll"]], "get_token_df() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_token_df"]], "nlp_pos_pipeline (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.nlp_pos_pipeline"]], "nlp_token_pipeline (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.nlp_token_pipeline"]], "pos (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.pos"]], "pos_pipeline_initialized (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.pos_pipeline_initialized"]], "read_conll() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.read_conll"]], "regex_tokenizer (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.regex_tokenizer"]], "regular_tokenizer (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.regular_tokenizer"]], "sentence_detector (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.sentence_detector"]], "sparknlp_jsl.utils.alab_utils": [[206, "module-sparknlp_jsl.utils.alab_utils"]], "token_pipeline_initialized (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.token_pipeline_initialized"]], "sparknlp_jsl.utils.conll_parse": [[207, "module-sparknlp_jsl.utils.conll_parse"]], "deidentifier (class in sparknlp_jsl.utils.deidentification_module)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier"]], "deid_with_custom_pipeline() (deidentifier method)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.deid_with_custom_pipeline"]], "deid_with_pp() (deidentifier method)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.deid_with_pp"]], "deidentify() (deidentifier method)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.deidentify"]], "spark (deidentifier attribute)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.spark"]], "sparknlp_jsl.utils.deidentification_module": [[208, "module-sparknlp_jsl.utils.deidentification_module"]], "structured_deidentifier() (deidentifier method)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.structured_deidentifier"]], "is_module_importable() (in module sparknlp_jsl.utils.imports)": [[209, "sparknlp_jsl.utils.imports.is_module_importable"]], "sparknlp_jsl.utils.imports": [[209, "module-sparknlp_jsl.utils.imports"]], "sparknlp_jsl.utils": [[210, "module-sparknlp_jsl.utils"]], "assertion (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.ASSERTION"]], "disambiguation (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.DISAMBIGUATION"]], "feature_vector (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.FEATURE_VECTOR"]], "internalannotatortype (class in sparknlp_jsl.utils.licensed_annotator_type)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType"]], "keyword (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.KEYWORD"]], "selector (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SELECTOR"]], "sql (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SQL"]], "sparknlp_jsl.utils.licensed_annotator_type": [[211, "module-sparknlp_jsl.utils.licensed_annotator_type"]], "sparknlp_jsl.utils.log_parse": [[212, "module-sparknlp_jsl.utils.log_parse"]], "evaluate() (in module sparknlp_jsl.utils.ner_utils)": [[213, "sparknlp_jsl.utils.ner_utils.evaluate"]], "evaluate_conll_file() (in module sparknlp_jsl.utils.ner_utils)": [[213, "sparknlp_jsl.utils.ner_utils.evaluate_conll_file"]], "get_charts() (in module sparknlp_jsl.utils.ner_utils)": [[213, "sparknlp_jsl.utils.ner_utils.get_charts"]], "loss_plot() (in module sparknlp_jsl.utils.ner_utils)": [[213, "sparknlp_jsl.utils.ner_utils.loss_plot"]], "sparknlp_jsl.utils.ner_utils": [[213, "module-sparknlp_jsl.utils.ner_utils"]], "colors (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[214, "sparknlp_jsl.utils.ocr_nlp_processor.colors"]], "ocr_entity_processor() (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[214, "sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[214, "module-sparknlp_jsl.utils.ocr_nlp_processor"]], "colors (in module sparknlp_jsl.utils.ocr_utils)": [[215, "sparknlp_jsl.utils.ocr_utils.colors"]], "colors_rgb (in module sparknlp_jsl.utils.ocr_utils)": [[215, "sparknlp_jsl.utils.ocr_utils.colors_rgb"]], "label2color (in module sparknlp_jsl.utils.ocr_utils)": [[215, "sparknlp_jsl.utils.ocr_utils.label2color"]], "label2rgb (in module sparknlp_jsl.utils.ocr_utils)": [[215, "sparknlp_jsl.utils.ocr_utils.label2rgb"]], "sparknlp_jsl.utils.ocr_utils": [[215, "module-sparknlp_jsl.utils.ocr_utils"]], "aggregate_entities() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.aggregate_entities"]], "calc_metrics() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.calc_metrics"]], "count_chunks() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.count_chunks"]], "get_result() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.get_result"]], "is_chunk_end() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_end"]], "is_chunk_start() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_start"]], "sparknlp_jsl.utils.training_log_parser_utils": [[216, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "split_tag() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.split_tag"]]}})
\ No newline at end of file
+Search.setIndex({"docnames": ["getting_started/index", "index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index", "reference/autosummary/sparknlp_jsl/alab/index", "reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index", "reference/autosummary/sparknlp_jsl/annotator/assertion/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index", "reference/autosummary/sparknlp_jsl/annotator/chunker/index", "reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/index", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index", "reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index", "reference/autosummary/sparknlp_jsl/annotator/context/index", "reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index", "reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index", "reference/autosummary/sparknlp_jsl/annotator/deid/index", "reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index", "reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index", "reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index", "reference/autosummary/sparknlp_jsl/annotator/disambiguation/index", "reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index", "reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index", "reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index", "reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index", "reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index", "reference/autosummary/sparknlp_jsl/annotator/embeddings/index", "reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index", "reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index", "reference/autosummary/sparknlp_jsl/annotator/index", "reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index", "reference/autosummary/sparknlp_jsl/annotator/merge/index", "reference/autosummary/sparknlp_jsl/annotator/ner/index", "reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index", "reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index", "reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index", "reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index", "reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index", "reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index", "reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index", "reference/autosummary/sparknlp_jsl/annotator/normalizer/index", "reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index", "reference/autosummary/sparknlp_jsl/annotator/qa/index", "reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index", "reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index", "reference/autosummary/sparknlp_jsl/annotator/re/index", "reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index", "reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index", "reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index", "reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index", "reference/autosummary/sparknlp_jsl/annotator/resolution/index", "reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index", "reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index", "reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index", "reference/autosummary/sparknlp_jsl/annotator/router/index", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/index", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index", "reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index", "reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index", "reference/autosummary/sparknlp_jsl/annotator/windowed/index", "reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index", "reference/autosummary/sparknlp_jsl/base/index", "reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index", "reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index", "reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index", "reference/autosummary/sparknlp_jsl/common/index", "reference/autosummary/sparknlp_jsl/compatibility/index", "reference/autosummary/sparknlp_jsl/custom_transformer/index", "reference/autosummary/sparknlp_jsl/eval/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index", "reference/autosummary/sparknlp_jsl/finance/graph/index", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index", "reference/autosummary/sparknlp_jsl/finance/index", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/index", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index", "reference/autosummary/sparknlp_jsl/functions/index", "reference/autosummary/sparknlp_jsl/index", "reference/autosummary/sparknlp_jsl/internal/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index", "reference/autosummary/sparknlp_jsl/legal/graph/index", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index", "reference/autosummary/sparknlp_jsl/legal/index", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/index", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index", "reference/autosummary/sparknlp_jsl/modelTracer/index", "reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index", "reference/autosummary/sparknlp_jsl/nlp_test/bias/index", "reference/autosummary/sparknlp_jsl/nlp_test/index", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/index", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index", "reference/autosummary/sparknlp_jsl/pretrained/index", "reference/autosummary/sparknlp_jsl/structured_deidentification/index", "reference/autosummary/sparknlp_jsl/text_to_documents_columns/index", "reference/autosummary/sparknlp_jsl/training/index", "reference/autosummary/sparknlp_jsl/training_log_parser/index", "reference/autosummary/sparknlp_jsl/updateModels/index", "reference/autosummary/sparknlp_jsl/util/index", "reference/autosummary/sparknlp_jsl/utils/alab_utils/index", "reference/autosummary/sparknlp_jsl/utils/conll_parse/index", "reference/autosummary/sparknlp_jsl/utils/deidentification_module/index", "reference/autosummary/sparknlp_jsl/utils/imports/index", "reference/autosummary/sparknlp_jsl/utils/index", "reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index", "reference/autosummary/sparknlp_jsl/utils/log_parse/index", "reference/autosummary/sparknlp_jsl/utils/ner_utils/index", "reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index", "reference/autosummary/sparknlp_jsl/utils/ocr_utils/index", "reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index", "reference/index"], "filenames": ["getting_started/index.rst", "index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/assertion_model/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/assertion_dl/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/basetfmodel/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/build_model/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/generic_classifier_model/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/progresstracker/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/generic_classifier/settings/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/graph_builders/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/create_graph/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/dataset_encoder/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/ner_model_saver/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/ner_dl/sentence_grouper/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/core_rnn_cell/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/fused_rnn_cell/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/gru_ops/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/lstm_ops/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders/tf2contrib/rnn_cell/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/assertion_model/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/assertion_dl/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/basetfmodel/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/build_model/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/generic_classifier_model/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/progresstracker/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/generic_classifier/settings/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/graph_builders/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/create_graph/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/dataset_encoder/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/ner_model_saver/index.rst", "reference/autosummary/sparknlp_jsl/tf_graph_builders_1x/ner_dl/sentence_grouper/index.rst", "reference/autosummary/sparknlp_jsl/alab/index.rst", "reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.rst", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.rst", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.rst", "reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.rst", "reference/autosummary/sparknlp_jsl/annotator/assertion/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index.rst", "reference/autosummary/sparknlp_jsl/annotator/chunker/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/document_log_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/generic_log_reg_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_token_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.rst", "reference/autosummary/sparknlp_jsl/annotator/context/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/reIdentification/index.rst", "reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/disambiguation/index.rst", "reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/doc2_chunk_internal/index.rst", "reference/autosummary/sparknlp_jsl/annotator/embeddings/average_embeddings/index.rst", "reference/autosummary/sparknlp_jsl/annotator/embeddings/bert_sentence_embeddings/index.rst", "reference/autosummary/sparknlp_jsl/annotator/embeddings/entity_chunk_embeddings/index.rst", "reference/autosummary/sparknlp_jsl/annotator/embeddings/index.rst", "reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index.rst", "reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.rst", "reference/autosummary/sparknlp_jsl/annotator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.rst", "reference/autosummary/sparknlp_jsl/annotator/merge/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.rst", "reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.rst", "reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/normalizer/drug_normalizer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/normalizer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/qa/gpt_generation_params/index.rst", "reference/autosummary/sparknlp_jsl/annotator/qa/index.rst", "reference/autosummary/sparknlp_jsl/annotator/qa/medical_qa/index.rst", "reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index.rst", "reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/annotator/resolution/index.rst", "reference/autosummary/sparknlp_jsl/annotator/resolution/resolver_merger/index.rst", "reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.rst", "reference/autosummary/sparknlp_jsl/annotator/resolution2_chunk/index.rst", "reference/autosummary/sparknlp_jsl/annotator/router/index.rst", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/index.rst", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.rst", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_summarizer/index.rst", "reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.rst", "reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.rst", "reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.rst", "reference/autosummary/sparknlp_jsl/annotator/windowed/index.rst", "reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.rst", "reference/autosummary/sparknlp_jsl/base/index.rst", "reference/autosummary/sparknlp_jsl/common/annotator_approach_internal/index.rst", "reference/autosummary/sparknlp_jsl/common/annotator_model_internal/index.rst", "reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.rst", "reference/autosummary/sparknlp_jsl/common/index.rst", "reference/autosummary/sparknlp_jsl/compatibility/index.rst", "reference/autosummary/sparknlp_jsl/custom_transformer/index.rst", "reference/autosummary/sparknlp_jsl/eval/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/assertionDL/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/assertion/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/deIdentification/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/document_hashcoder/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/deid/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/chunkmapper/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/index.rst", "reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/sentence_entity_resolver/index.rst", "reference/autosummary/sparknlp_jsl/finance/graph/index.rst", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/relation_extraction_dl/index.rst", "reference/autosummary/sparknlp_jsl/finance/graph/relation_extraction/zero_shot_relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/finance/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_bert_for_sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_classifier_dl/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/finance_document_ml_classifier/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_encoder_decoder/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_qa/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_summarizer/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/finance_text_generator/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/index.rst", "reference/autosummary/sparknlp_jsl/finance/sequence_generation/qa_ner_generator/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_bert_for_token_classifier/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/finance_ner/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/index.rst", "reference/autosummary/sparknlp_jsl/finance/token_classification/ner/zero_shot_ner/index.rst", "reference/autosummary/sparknlp_jsl/functions/index.rst", "reference/autosummary/sparknlp_jsl/index.rst", "reference/autosummary/sparknlp_jsl/internal/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/assertionDL/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/assertion/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/chunkmapper/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/index.rst", "reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/sentence_entity_resolver/index.rst", "reference/autosummary/sparknlp_jsl/legal/graph/index.rst", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/relation_extraction_dl/index.rst", "reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index.rst", "reference/autosummary/sparknlp_jsl/legal/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_bert_for_sequence_classification/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_classifier_dl/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_classification/legal_document_ml_classifier/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_encoder_decoder/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_qa/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_summarizer/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/legal_text_generator/index.rst", "reference/autosummary/sparknlp_jsl/legal/sequence_generation/qa_ner_generator/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_bert_for_token_classifier/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/legal_ner/index.rst", "reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index.rst", "reference/autosummary/sparknlp_jsl/modelTracer/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/bias/bias_testing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/bias/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_testing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/utils/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_fixing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.rst", "reference/autosummary/sparknlp_jsl/nlp_test/robustness/utils/index.rst", "reference/autosummary/sparknlp_jsl/pretrained/index.rst", "reference/autosummary/sparknlp_jsl/structured_deidentification/index.rst", "reference/autosummary/sparknlp_jsl/text_to_documents_columns/index.rst", "reference/autosummary/sparknlp_jsl/training/index.rst", "reference/autosummary/sparknlp_jsl/training_log_parser/index.rst", "reference/autosummary/sparknlp_jsl/updateModels/index.rst", "reference/autosummary/sparknlp_jsl/util/index.rst", "reference/autosummary/sparknlp_jsl/utils/alab_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/conll_parse/index.rst", "reference/autosummary/sparknlp_jsl/utils/deidentification_module/index.rst", "reference/autosummary/sparknlp_jsl/utils/imports/index.rst", "reference/autosummary/sparknlp_jsl/utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.rst", "reference/autosummary/sparknlp_jsl/utils/log_parse/index.rst", "reference/autosummary/sparknlp_jsl/utils/ner_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.rst", "reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.rst", "reference/index.rst"], "titles": ["Getting Started", "Spark NLP Documentation", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.alab</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.annotation_merger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertion_chunk_converter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertion_dl_reg</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.assertion_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_converter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_sentence_splitter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunker_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunkmapper_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.document_log_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.generic_log_reg_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.generic_svm_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.context.contextual_parser</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.context</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.name_obfuscator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.reIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.replacer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.disambiguation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.disambiguation.ner_disambiguator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.doc2_chunk_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.average_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.feature_assembler</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.generic_classifier.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.merge.chunk_merge</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.merge</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.iob_tagger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.medical_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_chunker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_converter_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer.date_normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer.drug_normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.gpt_generation_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.medical_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_ner_chunk_filter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution.resolver_merger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution2_chunk</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.router</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.source_tracking_metadata_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.tf_graph_builder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.windowed</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.base</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_approach_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_model_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_properties_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.compatibility</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.custom_transformer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.eval</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_classifier_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.finance_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.functions</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_classifier_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.legal_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.modelTracer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.bias.bias_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.bias</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.robustness_fixing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.robustness_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.pretrained</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.structured_deidentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.text_to_documents_columns</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.training</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.training_log_parser</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.updateModels</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.util</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.alab_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.conll_parse</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.deidentification_module</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.imports</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.licensed_annotator_type</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.log_parse</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ner_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ocr_nlp_processor</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ocr_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.training_log_parser_utils</span></code>", "API Reference"], "terms": {"4": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "2": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "3": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "1": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217], "healthcar": [0, 1, 10, 12, 33, 35, 41], "i": [0, 10, 12, 13, 16, 19, 20, 21, 22, 23, 24, 33, 35, 36, 39, 41, 43, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 71, 73, 74, 76, 77, 79, 80, 83, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 111, 113, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 192, 193, 196, 197, 198, 200, 203, 204, 208, 209, 216], "commerci": 0, "extens": [0, 76], "clinic": [0, 43, 45, 49, 52, 54, 61, 62, 63, 66, 67, 69, 71, 76, 77, 83, 86, 87, 88, 89, 90, 92, 96, 97, 99, 100, 101, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 181, 184, 185, 186], "biomed": 0, "text": [0, 41, 42, 43, 44, 45, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 88, 89, 90, 92, 94, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 111, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 194, 196, 197, 201, 202, 206, 208], "mine": 0, "If": [0, 10, 12, 13, 22, 23, 24, 33, 35, 36, 41, 43, 47, 49, 50, 51, 52, 53, 54, 61, 62, 63, 64, 66, 67, 77, 79, 80, 83, 87, 89, 90, 91, 99, 100, 101, 102, 105, 113, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186, 188, 192, 200, 204, 209], "you": [0, 10, 33, 41, 42, 43, 50, 52, 64, 66, 69, 87, 96, 97, 99, 101, 105, 107, 121, 124, 126, 144, 151, 157, 159, 178, 185, 200, 202], "don": [0, 51, 105, 196, 197], "t": [0, 10, 23, 24, 43, 51, 64, 66, 80, 87, 99, 105, 124, 140, 151, 157, 174, 185, 196, 197, 202, 208, 216], "have": [0, 23, 24, 41, 43, 49, 50, 51, 52, 54, 66, 77, 83, 87, 97, 99, 105, 124, 130, 131, 140, 148, 151, 157, 163, 164, 174, 181, 185, 188, 192, 196], "subscript": 0, "yet": [0, 24], "can": [0, 10, 23, 33, 41, 43, 44, 45, 47, 49, 51, 61, 62, 63, 64, 66, 67, 69, 73, 77, 79, 80, 83, 87, 89, 99, 101, 102, 105, 124, 126, 133, 137, 139, 140, 150, 151, 157, 159, 166, 170, 173, 174, 184, 185, 192, 193, 196, 197, 202, 208, 209], "ask": 0, "free": [0, 24], "trial": 0, "click": 0, "button": 0, "below": [0, 77], "try": [0, 56, 57, 80, 91, 105, 121, 133, 141, 166, 175], "http": [0, 20, 22, 23, 24, 41, 73, 101, 105], "www": [0, 205], "johnsnowlab": [0, 41, 42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 110, 111, 115, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186], "com": [0, 24, 41, 42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 110, 111, 115, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 205], "provid": [0, 22, 23, 24, 41, 43, 50, 62, 64, 66, 87, 88, 105, 119, 124, 126, 140, 150, 151, 157, 159, 174, 184, 185, 200, 203], "specif": [0, 10, 33, 77, 87, 101, 113, 151, 185, 188], "annot": [0, 10, 33, 41, 117, 118, 119, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 155, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 197, 199, 201, 202, 206, 214], "pipelin": [0, 10, 33, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 187, 188, 193, 197, 199, 208, 214], "model": [0, 1, 5, 8, 10, 12, 15, 16, 23, 24, 28, 31, 33, 35, 38, 39, 41, 43, 44, 45, 48, 49, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 71, 73, 76, 77, 80, 83, 86, 87, 88, 89, 90, 96, 97, 99, 100, 101, 102, 105, 109, 110, 111, 113, 115, 118, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 154, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 193, 196, 197, 199, 202, 204], "embed": [0, 10, 12, 16, 18, 33, 35, 39, 43, 45, 47, 49, 52, 54, 61, 62, 63, 66, 67, 69, 71, 73, 79, 82, 86, 87, 88, 89, 97, 99, 100, 101, 102, 105, 107, 123, 124, 126, 131, 133, 136, 139, 140, 148, 150, 151, 155, 157, 159, 164, 166, 169, 173, 174, 181, 184, 185, 196, 197], "entiti": [0, 41, 42, 43, 45, 47, 48, 49, 50, 51, 52, 54, 62, 64, 66, 69, 70, 71, 73, 77, 83, 87, 88, 89, 90, 91, 97, 99, 100, 101, 102, 104, 105, 107, 124, 126, 130, 131, 133, 136, 137, 148, 150, 151, 153, 156, 157, 159, 163, 164, 166, 169, 170, 181, 184, 185, 186, 188, 192, 196, 197, 198, 200, 202, 206], "recognit": [0, 24, 62, 87, 90, 150, 151, 153, 184, 185, 186], "link": [0, 73], "normal": [0, 13, 24, 36, 56, 57, 64, 82, 105, 113, 133, 140, 141, 155, 166, 174, 175, 196], "assert": [0, 10, 33, 41, 47, 51, 82, 129, 138, 155, 162, 171, 202, 203, 206, 211], "statu": [0, 43, 44, 45, 124, 157, 202], "detect": [0, 44, 214], "de": [0, 66, 69], "identif": [0, 200], "relat": [0, 10, 33, 41, 52, 54, 77, 97, 99, 100, 101, 102, 113, 130, 131, 136, 137, 148, 156, 163, 164, 169, 170, 181, 188, 197, 206], "extract": [0, 41, 43, 45, 47, 49, 64, 73, 76, 87, 88, 99, 100, 102, 105, 124, 133, 136, 137, 151, 157, 166, 169, 170, 185, 187, 188, 196, 197], "spell": [0, 123, 196], "check": [0, 10, 33, 41, 43, 45, 64, 92, 96, 101, 113, 144, 178, 204, 216], "correct": [0, 192], "The": [0, 10, 13, 20, 21, 22, 23, 24, 33, 36, 42, 43, 44, 45, 47, 49, 50, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 73, 76, 77, 79, 80, 83, 87, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 105, 107, 109, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 187, 193, 196, 198, 199, 200, 201, 202, 208], "librari": [0, 1, 41, 61, 62, 63, 74, 106, 121, 127, 139, 150, 155, 160, 173, 184], "offer": 0, "access": [0, 41], "sever": [0, 23, 43, 47, 66, 69, 105, 124, 126, 157, 159], "transform": [0, 13, 36, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 83, 87, 88, 90, 91, 92, 97, 99, 100, 101, 102, 105, 106, 122, 124, 126, 127, 131, 133, 136, 137, 139, 140, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 170, 173, 174, 181, 184, 185, 186, 188], "jsl": [0, 41, 52, 54, 97, 131, 148, 164, 181, 206, 214], "bert": [0, 61, 62, 63, 76, 77, 87, 100, 102, 105, 107, 136, 137, 139, 150, 151, 169, 170, 173, 184, 185], "biobert": [0, 188], "clinicalbert": 0, "glove": [0, 45], "med": 0, "icd": [0, 105, 133, 166], "o": [0, 24, 62, 69, 71, 86, 89, 150, 184, 200, 202, 216], "It": [0, 22, 24, 41, 66, 67, 77, 79, 80, 87, 89, 126, 140, 151, 159, 174, 185, 188, 196, 198, 204, 208], "also": [0, 24, 61, 62, 63, 66, 73, 77, 87, 89, 99, 105, 119, 139, 150, 151, 173, 184, 185, 196], "includ": [0, 21, 41, 43, 83, 87, 89, 96, 101, 112, 124, 144, 151, 157, 178, 185, 196, 197, 206], "over": [0, 19, 66, 87, 151, 185, 196, 197, 214], "50": [0, 10, 24, 33, 52, 54, 64, 80, 97, 130, 131, 148, 151, 163, 164, 181], "pre": [0, 41, 49, 52, 54, 61, 62, 63, 74, 76, 87, 90, 99, 100, 102, 106, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186], "train": [0, 2, 9, 10, 12, 15, 22, 23, 24, 25, 32, 33, 35, 38, 41, 43, 44, 45, 47, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 69, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 97, 99, 100, 102, 105, 106, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 148, 150, 151, 153, 155, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 181, 184, 185, 186, 188, 193, 196], "recogn": [0, 77, 87, 89, 90, 102, 151, 185], "follow": [0, 19, 20, 64, 66, 69, 87, 89, 105, 126, 151, 159, 185, 188, 202, 205], "mani": [0, 18, 50, 73, 77], "more": [0, 18, 19, 22, 23, 44, 49, 61, 63, 66, 74, 77, 89, 106, 126, 127, 139, 150, 159, 160, 173, 184], "support": [0, 10, 33, 59, 66, 87, 140, 174], "sign": [0, 202], "symptom": [0, 77, 99], "treatment": [0, 101, 102, 137, 170, 202], "procedur": 0, "test": [0, 43, 48, 50, 87, 101, 102, 107, 124, 140, 151, 157, 174, 185, 188, 193, 196, 197, 198, 202, 203, 209], "lab": [0, 41, 155, 202, 206], "section": 0, "drug": [0, 77, 89, 92, 101, 102, 137, 170], "name": [0, 6, 10, 12, 20, 22, 24, 29, 33, 35, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 184, 185, 186, 192, 196, 197, 198, 199, 200, 201, 202, 203, 208, 209, 214], "dosag": [0, 77, 89, 92], "strength": [0, 77, 89], "rout": 0, "durat": 0, "frequenc": [0, 24, 41, 89, 196, 197], "risk": 0, "factor": [0, 24], "smoke": 0, "obes": 0, "diabet": [0, 49, 76], "hypertens": 0, "substanc": 0, "abus": 0, "anatomi": 0, "organ": [0, 62, 150, 184, 200], "subdivis": 0, "cell": [0, 12, 18, 19, 20, 22, 23, 24, 35, 62, 87, 150, 151, 184, 185, 192, 200], "structur": [0, 102, 137, 170, 200, 208], "tissu": 0, "gene": 0, "chemic": 0, "demograph": 0, "ag": [0, 66, 70, 71, 83, 86, 126, 154, 159, 200, 208], "gender": [0, 83, 86, 188], "height": [0, 15, 38, 194], "weight": [0, 22, 24, 41, 76, 77, 113, 156, 194], "race": 0, "ethnic": 0, "marit": 0, "vital": [0, 202], "sensit": [0, 47, 64, 76, 99, 100, 101], "data": [0, 22, 23, 24, 41, 43, 44, 47, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 111, 113, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 192, 193, 196, 197, 200, 202, 208], "patient": [0, 43, 51, 52, 54, 64, 67, 69, 71, 77, 96, 97, 124, 131, 144, 148, 157, 164, 178, 181, 200], "address": [0, 43, 45, 49, 56, 57, 58, 59, 66, 69, 73, 76, 77, 80, 83, 88, 96, 105, 110, 111, 144, 145, 146, 178, 179, 180, 185], "phone": [0, 66, 200], "email": [0, 200], "date": [0, 42, 50, 66, 67, 70, 83, 91, 107, 126, 159, 200, 204, 208], "identifi": [0, 48, 49, 50, 83, 101, 105, 107, 193, 200, 202, 216], "For": [0, 19, 24, 41, 45, 47, 61, 62, 66, 74, 76, 77, 86, 87, 90, 92, 99, 100, 101, 102, 105, 106, 126, 127, 136, 137, 139, 140, 150, 151, 153, 159, 160, 169, 170, 173, 174, 184, 185, 186], "inform": [0, 1, 23, 24, 64, 66, 67, 83, 89, 91, 92, 99, 126, 159, 196, 202], "visit": [0, 99], "our": 0, "site": [0, 64], "built": [0, 24, 140, 174], "top": [0, 49, 61, 62, 63, 87, 109, 139, 150, 151, 173, 184, 185, 202], "apach": 0, "x": [0, 13, 20, 21, 24, 36, 192], "us": [0, 1, 10, 12, 18, 19, 20, 22, 23, 24, 35, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 73, 74, 76, 77, 80, 83, 87, 88, 89, 90, 91, 94, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 110, 111, 113, 115, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 155, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 188, 193, 196, 197, 199, 200, 202, 206, 208, 214], "need": [0, 10, 18, 23, 24, 33, 45, 64, 66, 76, 87, 88, 99, 105, 126, 151, 159, 185, 202], "java": [0, 109, 110, 115, 117, 118, 123, 143, 145, 177, 179, 199, 202], "8": [0, 24, 61, 63, 77, 87, 139, 150, 151, 173, 184, 185, 202], "ar": [0, 10, 19, 20, 21, 23, 24, 33, 41, 47, 49, 50, 51, 52, 53, 54, 56, 57, 59, 61, 62, 63, 66, 69, 70, 73, 76, 77, 80, 83, 87, 89, 90, 92, 94, 96, 99, 100, 101, 102, 105, 107, 109, 111, 113, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 184, 185, 186, 188, 192, 196, 197, 200, 202, 204, 206, 216], "pyspark": [0, 41, 43, 45, 47, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 69, 74, 76, 77, 80, 83, 86, 87, 88, 89, 91, 96, 97, 99, 100, 102, 106, 110, 111, 121, 124, 126, 127, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 157, 159, 160, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 187, 188, 193, 196, 197, 200, 201, 202, 206, 214], "6": [0, 10, 24, 33, 101, 140, 174, 202], "7": [0, 2, 25, 202], "recommend": [0, 73, 87, 151, 185], "basic": [0, 22, 24], "knowledg": [0, 73, 105], "framework": 0, "work": [0, 87, 151, 185], "environ": 0, "befor": [0, 24, 45, 49, 87, 109, 110, 115, 118, 143, 145, 151, 177, 179, 185], "pleas": [0, 41, 61, 62, 70, 87, 100, 105, 136, 139, 140, 150, 151, 169, 173, 174, 184, 185], "refer": [0, 1, 41, 49, 66, 67, 69, 70, 74, 83, 99, 105, 106, 126, 127, 159, 160, 208], "document": [0, 10, 33, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 192, 196, 197, 201, 202, 206, 208], "first": [0, 23, 24, 48, 50, 64, 76, 87, 99, 151, 185, 202], "let": [0, 99, 105], "": [0, 10, 24, 41, 45, 47, 66, 69, 73, 76, 94, 96, 105, 109, 110, 111, 112, 115, 117, 118, 143, 144, 145, 146, 177, 178, 179, 180, 196, 197, 198], "make": [0, 41, 64, 66, 67, 126, 159, 196], "sure": [0, 41, 66, 126, 159], "version": [0, 10, 33, 69, 89, 99, 119, 121, 122, 154, 155, 199, 204], "oracl": 0, "openjdk": 0, "0_292": 0, "packag": 0, "pip": [0, 202], "extra": [0, 47, 89], "index": [0, 13, 36, 43, 44, 124, 157, 192, 193, 206], "url": [0, 41, 200], "pypi": 0, "secret": [0, 41, 155], "code": [0, 21, 24, 41, 64, 66, 67, 105, 133, 166, 200, 202], "upgrad": 0, "part": [0, 24, 67, 74, 106, 127, 160, 192, 193, 209], "split": [0, 18, 24, 50, 80, 87, 193, 196, 202, 206, 216], "e": [0, 24, 45, 49, 61, 62, 63, 64, 66, 69, 77, 87, 96, 101, 105, 124, 133, 139, 144, 150, 151, 157, 166, 173, 178, 184, 185, 188, 192, 196, 197, 204, 216], "onli": [0, 20, 21, 24, 41, 49, 52, 80, 83, 87, 96, 99, 101, 144, 151, 178, 185, 196, 197, 202], "avail": [0, 10, 21, 33, 49, 61, 62, 77, 83, 87, 89, 139, 140, 150, 151, 173, 174, 184, 185, 199], "user": [0, 41, 64, 89, 105, 197], "valid": [0, 10, 33, 41, 43, 80, 87, 101, 124, 140, 151, 157, 174, 185, 193], "licens": [0, 66, 89, 155], "did": 0, "receiv": [0, 24], "contact": [0, 200], "u": [0, 20, 24, 87, 151, 185, 204, 208], "href": 0, "mailto": 0, "info": [0, 192], "thi": [0, 1, 9, 10, 18, 19, 20, 21, 22, 23, 24, 32, 33, 41, 43, 45, 48, 49, 50, 56, 57, 58, 61, 62, 63, 64, 66, 67, 69, 71, 74, 76, 77, 83, 87, 89, 92, 96, 99, 101, 105, 109, 110, 113, 115, 118, 119, 124, 126, 140, 141, 143, 144, 145, 151, 157, 159, 174, 175, 177, 178, 179, 185, 187, 188, 193, 196, 197, 198, 200, 202, 208, 209, 216, 217], "simpl": [0, 24], "piec": [0, 50], "import": [0, 10, 33, 41, 43, 45, 47, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 91, 97, 99, 100, 105, 106, 124, 126, 127, 131, 133, 136, 139, 140, 141, 148, 150, 151, 155, 157, 159, 160, 164, 166, 169, 173, 174, 175, 181, 184, 185, 194, 202, 210], "sparknlp_jsl": 0, "Or": 0, "sparksess": [0, 41, 61, 62, 63, 87, 96, 100, 102, 110, 111, 121, 136, 137, 139, 144, 145, 146, 150, 151, 155, 169, 170, 173, 178, 179, 180, 184, 185, 188, 193, 196, 197, 200, 201, 206, 208, 214], "modul": [0, 1, 21], "flexibl": [0, 19], "sql": [0, 41, 61, 62, 63, 96, 102, 110, 111, 121, 137, 139, 144, 145, 146, 150, 170, 173, 178, 179, 180, 184, 187, 188, 193, 196, 197, 200, 201, 202, 206, 211, 214], "builder": [0, 113], "appnam": 0, "enterpris": 0, "master": 0, "local": [0, 43, 61, 62, 63, 76, 80, 87, 90, 96, 99, 102, 105, 110, 111, 124, 133, 137, 139, 140, 144, 145, 146, 150, 151, 153, 157, 166, 170, 173, 174, 178, 179, 180, 184, 185, 186], "config": [0, 64], "driver": 0, "memori": [0, 22, 23, 24, 61, 63, 87, 96, 139, 144, 150, 151, 173, 178, 184, 185], "16": [0, 202], "maxresults": 0, "2g": 0, "jar": [0, 41, 206, 214], "nlp_2": 0, "11": [0, 9, 32, 45, 51, 66, 70, 91, 126, 159, 202], "version_publ": 0, "getorcr": 0, "main": 1, "page": [1, 45, 192, 217], "workshop": [1, 24, 41, 74, 87, 106, 127, 140, 151, 160, 174, 185], "hub": [1, 45, 61, 62, 77, 87, 99, 100, 105, 139, 140, 150, 151, 173, 174, 184, 185], "welcom": 1, "python": [1, 19, 20, 21, 24], "legal": [1, 52, 54, 61, 62, 63, 87, 90, 99, 100, 102, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 146, 150, 151, 153, 155], "financ": [1, 52, 54, 61, 62, 63, 87, 90, 99, 100, 102, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 186], "contain": [1, 22, 23, 24, 41, 43, 44, 45, 51, 52, 54, 61, 62, 63, 66, 67, 69, 70, 74, 83, 87, 89, 97, 99, 100, 105, 106, 112, 113, 117, 118, 119, 124, 126, 127, 130, 131, 133, 136, 139, 148, 150, 151, 157, 159, 160, 163, 164, 166, 169, 173, 181, 184, 185, 188, 193, 197, 198, 200, 202, 208], "how": [1, 47, 49, 61, 62, 63, 70, 73, 80, 83, 87, 89, 99, 139, 140, 150, 151, 173, 174, 184, 185], "exampl": [1, 10, 19, 24, 33, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 200, 202, 205], "get": [1, 13, 36, 41, 43, 66, 71, 87, 96, 111, 113, 124, 140, 144, 146, 155, 157, 174, 178, 180, 185, 193, 196, 197, 206], "start": [1, 10, 18, 22, 33, 43, 44, 45, 74, 83, 87, 99, 105, 106, 124, 127, 133, 151, 155, 157, 160, 166, 185, 196, 197, 202, 206, 216], "requir": [1, 22, 23, 24, 41, 43, 45, 56, 57, 61, 63, 70, 74, 87, 105, 106, 124, 127, 139, 141, 150, 151, 157, 160, 173, 175, 184, 185, 202, 209], "instal": [1, 10, 41, 209], "session": [1, 15, 16, 38, 39, 41, 188, 193, 196, 197, 202, 206, 214], "from": [1, 9, 10, 12, 16, 18, 20, 22, 23, 24, 32, 33, 35, 39, 41, 42, 43, 45, 47, 48, 49, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 105, 106, 107, 109, 110, 111, 113, 115, 118, 124, 126, 127, 131, 133, 136, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 196, 197, 198, 199, 202, 204, 205, 206], "api": 1, "assertionmodel": [2, 25, 43, 45, 47, 124, 133, 157, 166], "seq_max_len": [2, 25], "feat_siz": [2, 10, 25, 33], "n_class": [2, 10, 25, 33], "devic": [2, 25, 200], "cpu": [2, 23, 25], "sourc": [2, 4, 5, 6, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 31, 32, 33, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 82, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 117, 118, 119, 121, 122, 123, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 154, 155, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 211, 213, 214, 215, 216], "fully_connected_lay": [2, 25], "input_data": [2, 25], "output_dim": [2, 10, 24, 25, 33], "activation_func": [2, 25], "none": [2, 4, 6, 8, 10, 12, 13, 15, 16, 18, 20, 22, 23, 24, 25, 27, 29, 31, 33, 35, 36, 38, 39, 41, 42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 109, 110, 111, 115, 118, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 188, 192, 194, 196, 197, 198, 199, 200, 202, 205, 206, 208, 209, 216], "add_bidirectional_lstm": [2, 25], "n_hidden": [2, 25], "30": [2, 25, 67, 91, 96, 111, 140, 144, 146, 174, 178, 180, 202], "num_lay": [2, 25], "add_optim": [2, 25], "trainset": [2, 25], "testset": [2, 25], "epoch": [2, 25, 43, 80, 87, 124, 140, 151, 157, 174, 185, 196, 203, 213], "batch_siz": [2, 4, 15, 17, 18, 22, 23, 24, 25, 27, 38, 40], "64": [2, 10, 25, 33, 51, 83, 86, 87, 140, 174, 202], "learning_r": [2, 4, 9, 25, 27, 32, 80], "01": [2, 15, 25, 38, 45, 66, 67, 70, 87, 91, 126, 151, 159, 185, 202], "dropout": [2, 15, 24, 25, 38, 43, 80, 87, 124, 140, 151, 157, 174, 185], "15": [2, 10, 25, 33, 67, 83, 86, 91], "epoch_acc": [2, 25], "calc_accuraci": [2, 25], "dataset": [2, 13, 15, 17, 25, 36, 38, 40, 43, 45, 69, 87, 88, 102, 105, 122, 124, 133, 137, 140, 151, 157, 166, 170, 174, 185, 188, 193, 196, 202], "calcul": [2, 23, 24, 25, 43, 49, 87, 105, 124, 151, 157, 185, 188, 193, 196, 197, 198], "accuraci": [2, 8, 25, 31, 87, 151, 185], "confusion_matrix": [2, 25], "sess": [2, 25], "persist_graph": [2, 25], "model_loc": [2, 4, 6, 10, 12, 27, 29, 33, 35], "model_filenam": [2, 4, 6, 10, 12, 27, 29, 33, 35], "assertion_model": [3, 11, 26, 34, 43], "model_id": [4, 27], "get_graph": [4, 27], "is_built": [4, 27], "export_graph": [4, 6, 27, 29], "generate_batch": [4, 27], "input": [4, 9, 18, 19, 20, 22, 23, 24, 27, 32, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 111, 113, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 192, 196, 197, 206, 208, 214], "output": [4, 9, 13, 18, 22, 23, 24, 27, 32, 36, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 111, 112, 113, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 187, 192, 193, 196, 197, 198, 206, 208, 214], "fit_dataset": [4, 27], "training_set": [4, 27], "validation_set": [4, 27], "training_batch_s": [4, 27], "validation_batch_s": [4, 27], "epochs_n": [4, 8, 27, 31], "verbos": [4, 6, 27, 29, 43, 87, 124, 140, 151, 157, 174, 185, 203, 213, 216], "true": [4, 6, 10, 15, 19, 23, 24, 27, 29, 33, 38, 41, 42, 43, 49, 50, 52, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 79, 80, 83, 87, 89, 91, 96, 99, 100, 105, 106, 107, 113, 117, 118, 123, 126, 127, 133, 139, 140, 141, 144, 150, 151, 159, 160, 166, 173, 174, 175, 178, 184, 185, 188, 193, 197, 199, 200, 202, 203, 206, 208, 209, 213, 214, 216], "progresstrack": [4, 7, 11, 27, 30, 34], "load_graph": [4, 27], "models_dir": [4, 9, 27, 32], "build": [4, 6, 10, 20, 22, 24, 27, 29, 33, 41, 113], "param": [4, 6, 10, 27, 29, 33, 41, 66, 74, 83, 87, 109, 110, 115, 118, 119, 126, 143, 145, 151, 155, 159, 177, 179, 185, 188, 192, 193, 196, 197, 198, 202, 206, 209, 214], "run_test": [4, 6, 27, 29, 197], "build_param": [5, 10, 28, 33], "genericclassifiermodel": [6, 29, 56, 57, 58, 59, 80, 141, 175], "basetfmodel": [7, 11, 30, 34], "build_model": [7, 11, 30, 34], "generic_classifier_model": [7, 11, 30, 34], "set": [7, 10, 11, 24, 30, 34, 41, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 105, 107, 109, 110, 111, 112, 113, 115, 118, 122, 124, 126, 131, 137, 143, 145, 146, 151, 155, 157, 159, 164, 170, 177, 179, 180, 185, 188, 193, 196, 197, 198, 202, 203, 206, 214], "batches_n": [8, 31], "on_training_start": [8, 31], "on_training_end": [8, 31], "on_batch": [8, 31], "loss": [8, 9, 24, 31, 32, 44, 87, 151, 185, 203, 213], "is_valid": [8, 31], "fals": [8, 10, 12, 13, 15, 19, 22, 23, 24, 31, 33, 35, 36, 38, 41, 43, 44, 45, 47, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 154, 155, 157, 159, 160, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 193, 196, 197, 200, 202, 206, 208, 209, 214, 216], "on_epoch": [8, 31], "get_report_interv": [8, 31], "print_progress": [8, 31], "end_of_epoch": [8, 31], "model_op": [9, 32], "gener": [9, 10, 16, 32, 33, 39, 41, 49, 66, 67, 80, 87, 94, 96, 109, 111, 140, 144, 146, 151, 174, 178, 180, 185, 196, 197, 200, 202, 206, 208, 214], "enumer": [9, 32, 206], "deriv": [9, 32, 58, 59], "defin": [9, 22, 32, 41, 45, 47, 51, 56, 57, 64, 77, 83, 87, 89, 91, 101, 105, 141, 151, 175, 185, 197, 206], "new": [9, 24, 32, 41, 43, 49, 53, 67, 71, 87, 89, 90, 94, 96, 99, 100, 105, 109, 111, 119, 122, 133, 136, 144, 146, 151, 153, 166, 169, 178, 180, 185, 186, 187, 188, 192, 202, 204, 216], "init": [9, 32], "10": [9, 10, 15, 19, 32, 33, 38, 44, 52, 54, 67, 92, 97, 100, 105, 131, 133, 148, 164, 166, 181, 193, 202], "model_tensor": [9, 32], "100": [9, 10, 15, 32, 33, 38, 80, 96, 111, 140, 144, 146, 174, 178, 180, 216], "acc": [9, 32], "101": [9, 15, 32, 38], "102": [9, 32], "target": [9, 10, 32, 33, 43, 44, 45, 73, 74, 77, 80, 99, 100, 106, 124, 127, 136, 156, 157, 160, 169, 202], "103": [9, 32], "104": [9, 32], "105": [9, 32], "run_typ": [9, 32], "evalu": [9, 32, 41, 96, 144, 178, 188, 203, 213], "predict": [9, 10, 15, 24, 32, 33, 38, 41, 43, 56, 57, 73, 80, 87, 124, 141, 151, 157, 175, 185, 188, 192, 193, 196, 197, 203, 213, 216], "datasets_dir": [9, 32], "logs_dir": [9, 32], "tmp": [9, 10, 32, 33, 102], "genericclassifi": [9, 32, 58, 59, 113], "default_model_node_nam": [9, 32], "except": [10, 33, 87, 196, 197, 209], "wrongtfvers": [10, 33], "rais": [10, 22, 23, 24, 33, 87, 209], "tensorflow": [10, 12, 16, 21, 23, 33, 35, 39, 43, 61, 62, 63, 80, 87, 96, 99, 109, 111, 113, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "current": [10, 24, 33, 61, 62, 63, 83, 87, 91, 96, 102, 110, 111, 113, 121, 137, 139, 144, 145, 146, 150, 151, 170, 173, 178, 179, 180, 184, 185, 201, 216], "xx": [10, 33], "tensorflowaddonsneed": 10, "when": [10, 12, 24, 35, 41, 43, 44, 50, 64, 66, 77, 83, 87, 88, 89, 91, 99, 105, 109, 111, 124, 126, 133, 151, 157, 159, 166, 185, 196, 197, 199, 202, 209], "addon": 10, "tfgraphbuild": [10, 33, 99, 113], "creat": [10, 12, 22, 23, 33, 35, 41, 44, 64, 67, 91, 99, 113, 192, 193, 196, 197, 202], "graph": [10, 12, 33, 35, 43, 87, 99, 113, 124, 138, 151, 155, 157, 171, 185, 203], "ner_dl": [10, 11, 33, 34, 87, 151, 185], "generic_classifi": [10, 11, 33, 34, 82, 155], "assertion_dl": [10, 11, 33, 34, 43, 124, 157], "relation_extract": [10, 33, 82, 98, 134, 138, 167, 171], "nlp": [10, 12, 33, 35, 41, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 74, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 106, 110, 111, 115, 127, 139, 140, 144, 145, 146, 150, 151, 155, 160, 173, 174, 178, 179, 180, 184, 185, 188, 202, 206, 214, 217], "paramet": [10, 23, 33, 41, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 110, 111, 112, 115, 119, 121, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 187, 192, 193, 196, 197, 200, 202, 203, 204, 205, 213, 214], "dict": [10, 33, 41, 43, 51, 64, 66, 77, 83, 89, 90, 96, 99, 100, 102, 155, 188, 192, 196, 197, 198, 200, 206, 208, 216], "tf_graph": [10, 33, 99, 202], "get_model": [10, 33], "supports_auto_file_nam": [10, 33], "return": [10, 13, 22, 23, 24, 33, 36, 41, 43, 45, 47, 49, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 74, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 104, 105, 106, 110, 111, 121, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 155, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 188, 192, 193, 196, 197, 198, 199, 200, 202, 203, 206, 209, 213, 214, 216], "automat": [10, 41, 66, 102, 126, 137, 159, 170, 192], "file": [10, 16, 21, 33, 39, 41, 43, 51, 64, 66, 69, 80, 83, 87, 89, 99, 105, 113, 124, 126, 133, 140, 151, 157, 159, 166, 174, 185, 188, 192, 193, 196, 197, 200, 202, 203, 204, 206, 208, 213, 214], "method": [10, 22, 33, 41, 49, 64, 66, 69, 80, 89, 99, 126, 133, 159, 166, 192, 193, 196, 197, 202, 208, 217], "overridden": [10, 33], "child": [10, 33], "get_model_filenam": [10, 33], "implement": [10, 18, 19, 20, 22, 24, 58, 59, 102, 109, 110, 115, 117, 118, 137, 143, 145, 170, 177, 179, 196, 197], "check_build_param": [10, 33], "given": [10, 18, 22, 24, 33, 49, 52, 54, 66, 67, 69, 76, 77, 83, 87, 96, 97, 99, 102, 113, 131, 137, 144, 148, 151, 164, 170, 178, 181, 185, 188, 196, 197, 208], "get_build_param": [10, 33], "get_build_params_with_default": [10, 33], "default": [10, 12, 22, 23, 24, 33, 35, 41, 42, 43, 45, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 62, 63, 66, 69, 71, 73, 74, 76, 77, 80, 83, 87, 89, 90, 91, 92, 96, 99, 100, 101, 102, 105, 106, 107, 110, 111, 113, 121, 124, 126, 127, 133, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 154, 157, 159, 160, 166, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 188, 192, 193, 196, 197, 198, 199, 200, 202, 206, 208, 214, 216], "valu": [10, 22, 23, 33, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 79, 80, 83, 87, 89, 90, 91, 92, 94, 96, 99, 100, 101, 102, 105, 107, 109, 111, 112, 113, 115, 119, 122, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186, 192, 193, 194, 196, 197, 198, 200, 208, 216], "str": [10, 12, 13, 16, 33, 35, 36, 39, 41, 42, 43, 44, 45, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 73, 74, 76, 77, 79, 80, 83, 86, 87, 89, 90, 92, 96, 99, 100, 101, 102, 105, 107, 110, 111, 112, 113, 121, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 188, 192, 193, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 213, 214], "ani": [10, 23, 33, 41, 42, 67, 77, 83, 87, 101, 107, 151, 185, 188, 196, 197], "retriev": [10, 33, 87, 151, 185, 196, 197], "found": [10, 33, 64, 74, 77, 106, 127, 160, 196, 197], "get_model_build_param": [10, 33], "get_model_build_param_explan": [10, 33], "explan": [10, 33], "genericclassifiertfgraphbuild": [10, 33], "tf": [10, 16, 19, 21, 22, 23, 33, 39, 61, 62, 63, 139, 150, 173, 184], "genericclassifierapproach": [10, 33, 80], "extend": [10, 33, 74, 87, 106, 127, 140, 151, 160, 174, 185, 202], "base": [10, 20, 22, 24, 33, 41, 43, 45, 47, 49, 51, 52, 53, 54, 56, 57, 61, 62, 63, 64, 66, 69, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 102, 105, 106, 109, 110, 111, 115, 117, 118, 119, 124, 126, 127, 131, 133, 136, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 155, 157, 159, 160, 164, 166, 169, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 188, 193, 196, 197, 198, 206], "sparknlp": [10, 33, 43, 45, 47, 49, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 69, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 102, 106, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 181, 184, 185, 186, 188, 193, 196, 197, 206, 208], "datafram": [10, 33, 41, 67, 101, 105, 187, 188, 192, 193, 196, 197, 200, 201, 202, 203, 206, 208], "pd": [10, 33, 41, 67, 206], "read_csv": [10, 33], "petfind": [10, 33], "mini": [10, 33], "csv": [10, 33, 41, 51, 64, 66, 69, 71, 79, 89, 126, 140, 159, 174, 196, 197, 202, 208], "dl_param": [10, 33], "input_dim": [10, 33], "302": [10, 33], "hidden_lay": [10, 33], "300": [10, 33, 99], "200": [10, 24, 33, 99, 214], "hidden_act": [10, 33], "tanh": [10, 20, 24, 33, 113], "hidden_act_l2": [10, 33], "batch_norm": [10, 33], "output_act": 10, "softmax": [10, 18, 105, 113], "loss_func": 10, "cross_entropi": 10, "gc_graph": [10, 33], "auto": [10, 33, 113], "save": [10, 12, 16, 33, 35, 39, 41, 43, 52, 61, 62, 63, 66, 80, 87, 96, 97, 99, 102, 110, 111, 124, 137, 139, 140, 144, 145, 146, 150, 151, 157, 170, 173, 174, 178, 179, 180, 184, 185, 188, 192, 193, 196, 197, 202, 205, 208, 214], "gcl": [10, 33], "pb": [10, 33, 80, 87, 99, 151, 185], "we": [10, 22, 24, 41, 50, 51, 52, 54, 56, 57, 66, 73, 77, 80, 87, 97, 105, 126, 130, 131, 133, 140, 141, 148, 159, 163, 164, 166, 174, 175, 181], "modelfil": [10, 80], "gen_clf": [10, 33, 56, 57, 80, 141, 175], "setlabelcolumn": [10, 33, 56, 80, 87, 99, 113, 140, 141, 151, 174, 175, 185], "setinputcol": [10, 33, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 113, 122, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186], "featur": [10, 24, 33, 45, 79, 80, 83, 87], "setoutputcol": [10, 33, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 122, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186], "setmodelfil": [10, 33, 80, 99], "setepochsnumb": [10, 33, 80, 99], "setbatchs": [10, 33, 43, 80, 87, 99, 100, 124, 140, 157, 174], "setfeaturesc": [10, 33, 80], "zscore": [10, 33, 80], "setfiximbal": [10, 33, 80, 99], "setlearningr": [10, 33, 43, 80, 99, 124, 157], "001": [10, 24, 33, 80, 87, 99, 151, 185], "setoutputlogspath": [10, 33, 43, 80], "log": [10, 33, 43, 45, 80, 87, 124, 140, 151, 157, 174, 185, 188, 193, 196, 197, 203, 213], "setvalidationsplit": [10, 33, 43, 80, 87, 99], "clf_pipelin": [10, 33], "stage": [10, 33, 41, 43, 45, 47, 48, 51, 64, 66, 69, 71, 73, 83, 86, 88, 89, 91, 92, 96, 99, 100, 101, 105, 111, 124, 126, 133, 136, 144, 146, 157, 159, 166, 169, 178, 180], "features_asm": [10, 33, 80], "bool": [10, 12, 13, 33, 35, 36, 41, 43, 47, 49, 52, 61, 63, 64, 66, 69, 71, 73, 74, 80, 87, 89, 92, 94, 96, 97, 99, 100, 101, 105, 109, 110, 111, 112, 113, 145, 155, 179, 196, 197, 200, 202, 206, 208, 209, 214], "an": [10, 18, 19, 22, 23, 24, 33, 41, 43, 47, 56, 57, 64, 66, 69, 73, 74, 76, 77, 79, 83, 87, 89, 90, 91, 99, 102, 105, 106, 119, 124, 126, 127, 133, 140, 141, 151, 153, 157, 159, 160, 166, 174, 175, 185, 186, 188, 193, 196, 197, 200, 202, 206, 214, 217], "otherwis": [10, 24, 33, 43, 45, 49, 56, 57, 58, 59, 66, 69, 71, 73, 74, 76, 77, 79, 80, 83, 87, 94, 96, 99, 100, 105, 106, 109, 110, 111, 126, 127, 144, 145, 146, 151, 159, 160, 178, 179, 180, 185, 188, 203, 209, 213, 216], "locat": [10, 41, 52, 54, 61, 62, 63, 64, 73, 87, 89, 90, 99, 100, 102, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186, 199, 200, 204], "where": [10, 12, 16, 23, 24, 33, 35, 39, 41, 47, 52, 54, 66, 67, 74, 80, 86, 87, 97, 99, 100, 106, 113, 126, 127, 130, 131, 136, 148, 151, 159, 160, 163, 164, 169, 181, 185, 192, 193, 196, 197, 202, 204], "logregclassifiertfgraphbuild": 10, "svmclassifiertfgraphbuild": 10, "assertiontfgraphbuild": [10, 33], "assertiondlapproach": [10, 33, 43, 113, 124, 157], "blstm_34_32_30_": [10, 33], "_": [10, 33, 70, 71, 87, 151, 185], "format": [10, 23, 33, 41, 43, 64, 66, 69, 83, 86, 87, 89, 91, 126, 151, 159, 185, 188, 192, 193, 196, 197, 198, 200, 202, 208, 214], "setlabelcol": [10, 33, 43, 45, 57, 80, 105, 124, 133, 157, 166], "label": [10, 33, 41, 43, 45, 51, 53, 56, 57, 58, 59, 61, 62, 63, 66, 80, 83, 86, 87, 89, 90, 99, 100, 102, 104, 105, 113, 123, 124, 126, 133, 137, 139, 140, 141, 150, 151, 153, 156, 157, 159, 166, 170, 173, 174, 175, 184, 185, 186, 192, 193, 196, 202, 203, 206, 214], "chunk": [10, 33, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 64, 66, 67, 69, 73, 74, 76, 77, 83, 86, 88, 89, 91, 96, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 130, 131, 136, 137, 141, 144, 146, 148, 157, 159, 160, 163, 164, 169, 170, 175, 178, 180, 181, 192, 202, 203, 208, 213, 214, 216], "128": [10, 12, 24, 33, 35, 43, 61, 62, 63, 124, 139, 150, 157, 173, 184], "setdropout": [10, 33, 43, 80, 87, 124, 140, 157, 174], "setepoch": [10, 33, 43, 124, 157], "setstartcol": [10, 33, 43, 45, 74, 124, 157], "setendcol": [10, 33, 43, 45, 124, 157], "end": [10, 23, 33, 43, 44, 45, 49, 66, 83, 86, 87, 99, 109, 111, 124, 151, 157, 185, 196, 197, 202, 206, 216], "setmaxsentlen": [10, 33, 43, 124, 157], "250": [10, 33, 43, 77, 124, 157], "setenableoutputlog": [10, 33, 43], "training_log": [10, 33], "setgraphfold": [10, 33, 43, 87, 113], "nertfgraphbuild": [10, 33], "medicalnerapproach": [10, 33, 87, 113, 151, 185], "embeddings_dim": [10, 12, 33, 35], "nchar": [10, 12, 15, 33, 35, 38, 87, 151, 185], "83": [10, 33], "ntag": [10, 12, 15, 33, 35, 38, 87, 151, 185], "12": [10, 33, 67, 91, 202, 208], "medic": [10, 105, 113, 188, 200, 205], "ner": [10, 15, 16, 33, 38, 39, 41, 43, 45, 49, 51, 52, 54, 62, 66, 67, 69, 71, 73, 76, 77, 82, 83, 97, 101, 102, 123, 124, 126, 131, 137, 138, 148, 149, 155, 157, 159, 164, 170, 171, 181, 182, 188, 193, 196, 197, 202, 206, 214], "is_med": [10, 12, 33, 35, 188], "medical_ner_graph": [10, 33], "nertagg": [10, 33, 76, 87, 99, 100, 136, 151, 169, 185], "sentenc": [10, 13, 15, 33, 36, 38, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 61, 62, 63, 64, 66, 69, 71, 73, 76, 77, 83, 86, 87, 88, 89, 90, 97, 100, 101, 102, 104, 105, 107, 109, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 181, 184, 185, 186, 188, 192, 193, 196, 197, 202, 206, 208], "token": [10, 33, 41, 42, 43, 44, 45, 47, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 88, 89, 90, 94, 96, 97, 99, 100, 101, 102, 105, 106, 107, 109, 111, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 155, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 192, 193, 196, 197, 202, 206, 208], "setmaxepoch": [10, 33, 87, 140, 151, 174, 185], "setrandomse": [10, 33, 87, 94, 109, 151, 185], "setverbos": [10, 33, 43, 87, 151, 185], "setevaluationlogextend": [10, 33], "setincludeconfid": [10, 33, 43, 87, 193], "ner_log": [10, 33], "setenablememoryoptim": [10, 33, 87], "relationextractiontfgraphbuild": [10, 33], "relationextractionapproach": [10, 33, 99, 113, 202], "6000": [10, 33], "relu": [10, 24, 33, 113], "re_with_bn": [10, 33], "re_approach": [10, 33], "rel": [10, 33, 52, 54, 76, 77, 91, 97, 130, 131, 148, 163, 164, 181, 202], "pos_tag": [10, 33, 77, 99, 101, 102, 192], "train_ner_chunk": [10, 33, 99, 202], "depend": [10, 23, 24, 33, 42, 50, 53, 77, 87, 96, 99, 100, 101, 102, 104, 107, 136, 144, 151, 169, 178, 185, 188, 197, 206], "70": [10, 33, 51, 87, 185, 214], "setfroment": [10, 33, 99], "begin1i": [10, 33], "end1i": [10, 33], "label1": [10, 33, 202], "settoent": [10, 33, 99], "begin2i": [10, 33], "end2i": [10, 33], "label2": [10, 33, 202], "tfgraphbuilderfactori": [10, 33], "factori": [10, 33], "differ": [10, 20, 24, 33, 41, 49, 79, 83, 87, 101, 151, 185, 196, 197, 202, 214], "static": [10, 13, 15, 16, 24, 33, 36, 38, 39, 43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199, 204], "spark": [10, 33, 41, 42, 43, 45, 48, 49, 51, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 89, 90, 91, 92, 96, 99, 100, 101, 102, 105, 106, 107, 110, 111, 121, 123, 124, 126, 127, 136, 139, 140, 144, 145, 146, 150, 151, 153, 155, 157, 159, 160, 169, 173, 174, 178, 179, 180, 184, 185, 186, 188, 193, 196, 197, 200, 201, 202, 206, 208, 214, 217], "model_nam": [10, 33], "want": [10, 33, 41, 42, 43, 50, 52, 54, 64, 66, 73, 77, 87, 96, 97, 99, 101, 105, 107, 124, 126, 131, 144, 157, 159, 164, 178, 200], "configur": [10, 33, 41], "path": [10, 33, 41, 43, 45, 48, 51, 52, 54, 56, 57, 64, 66, 76, 80, 83, 87, 89, 90, 97, 99, 105, 113, 124, 126, 130, 131, 133, 140, 148, 151, 153, 157, 159, 163, 164, 166, 174, 181, 185, 186, 188, 192, 193, 196, 197, 202, 203, 204, 205, 206, 208, 213, 214], "rb": [10, 33], "filenam": [10, 25, 33], "doesn": [10, 24, 99], "modulenotfounderror": 10, "print_model_param": [10, 33], "allow": [10, 23, 24, 33, 41, 49, 50, 61, 63, 71, 99, 107, 139, 150, 173, 184, 200, 204], "descript": [10, 33, 41, 49, 96, 105, 133, 144, 166, 178, 197, 202], "everi": [10, 19, 33, 41, 87, 151, 185, 196, 199], "create_graph": [11, 14, 34, 37], "dataset_encod": [11, 14, 34, 37], "ner_model": [11, 14, 34, 37, 52, 54, 73, 77, 97, 131, 148, 164, 181], "ner_model_sav": [11, 14, 34, 37], "sentence_group": [11, 14, 34, 37], "tf2contrib": 11, "core_rnn_cel": [11, 21], "fused_rnn_cel": [11, 21], "gru_op": [11, 21], "lstm_op": [11, 21], "rnn": [11, 18, 19, 21, 22, 24], "rnn_cell": [11, 19, 21], "graph_build": [11, 34], "int": [12, 24, 35, 41, 42, 43, 49, 56, 57, 61, 62, 63, 66, 67, 69, 73, 77, 80, 87, 91, 94, 96, 99, 100, 101, 105, 107, 109, 111, 113, 115, 140, 146, 174, 180, 192, 193, 196, 197, 200, 202, 205, 208, 214], "lstm_size": [12, 35, 87, 151, 185], "gpu_devic": [12, 35], "nerdl": [12, 35, 188], "arg": [12, 13, 16, 22, 23, 24, 35, 36, 39, 41, 43, 52, 53, 54, 61, 62, 63, 76, 87, 90, 99, 100, 102, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 185, 186, 196, 199, 201, 202, 206], "folder": [12, 16, 35, 39, 43, 61, 62, 63, 80, 87, 96, 100, 102, 110, 111, 113, 124, 136, 137, 139, 140, 144, 145, 146, 150, 151, 157, 169, 170, 173, 174, 178, 179, 180, 184, 185, 204, 214], "number": [12, 22, 23, 24, 35, 41, 43, 45, 49, 56, 57, 66, 67, 80, 83, 87, 94, 96, 99, 100, 105, 109, 111, 113, 124, 126, 136, 140, 141, 144, 146, 151, 157, 159, 169, 174, 175, 178, 180, 185, 188, 192, 193, 196, 197, 200, 205, 208, 216], "uniqu": [12, 35, 73, 87], "tag": [12, 16, 35, 39, 41, 43, 47, 51, 66, 83, 86, 87, 88, 89, 99, 124, 126, 140, 151, 157, 159, 174, 185, 192, 196, 203, 208, 213, 216], "dimens": [12, 19, 22, 24, 35, 87, 151, 185], "word": [12, 13, 35, 36, 52, 54, 66, 73, 86, 89, 90, 92, 94, 105, 109, 126, 131, 140, 153, 159, 164, 174, 186, 188, 196, 197, 216], "charact": [12, 13, 16, 35, 36, 39, 66, 69, 73, 89, 126, 159, 196, 197], "option": [12, 23, 24, 35, 41, 43, 45, 49, 51, 56, 57, 58, 59, 64, 66, 69, 73, 76, 77, 79, 80, 83, 87, 89, 96, 105, 110, 111, 140, 144, 145, 146, 151, 174, 178, 179, 180, 185, 192, 196, 197, 199, 200, 202, 208, 209, 214], "size": [12, 22, 23, 24, 35, 43, 61, 63, 80, 87, 113, 115, 124, 139, 140, 150, 151, 157, 173, 174, 184, 185, 194], "hidden": [12, 15, 24, 35, 38, 62, 113, 150, 184, 194], "lstm": [12, 22, 24, 35, 87, 151, 185], "disk": [12, 16, 35, 39, 43, 80, 87, 99, 124, 140, 151, 157, 174, 185], "which": [12, 19, 23, 24, 35, 49, 51, 58, 59, 61, 62, 63, 64, 66, 76, 77, 79, 83, 87, 89, 90, 91, 94, 96, 99, 100, 101, 102, 105, 109, 111, 121, 124, 133, 137, 139, 144, 146, 150, 151, 153, 157, 166, 170, 173, 178, 180, 184, 185, 186, 192, 193, 196, 197, 204, 209], "gpu": [12, 23, 35, 155], "being": [12, 13, 24, 35, 36, 66, 107, 126, 159], "datasetencod": [13, 36], "embeddings_resolv": [13, 36], "tag2id": [13, 36], "piece_tag": [13, 36], "encod": [13, 16, 36, 39, 90, 99, 100, 102, 113, 136, 137, 140, 153, 169, 170, 174, 186], "shuffl": [13, 36, 140, 174], "lower": [13, 36, 51, 52, 74, 87, 97, 106, 127, 151, 160, 185, 196], "case": [13, 18, 22, 24, 36, 41, 44, 47, 49, 52, 61, 63, 64, 74, 76, 77, 87, 97, 99, 100, 101, 106, 127, 139, 150, 151, 160, 173, 184, 185, 196, 197, 216], "remov": [13, 36, 47, 49, 51, 92, 101, 196, 197], "addit": [13, 24, 36, 45, 66, 87, 101, 105, 133, 140, 151, 166, 174, 185], "white": [13, 36, 47, 51, 67, 89, 194], "space": [13, 23, 24, 36, 192, 196], "process": [13, 24, 36, 43, 47, 51, 61, 62, 63, 74, 80, 83, 87, 89, 96, 99, 100, 105, 106, 109, 111, 124, 127, 133, 136, 139, 144, 150, 151, 157, 160, 166, 169, 173, 178, 184, 185, 188, 193, 196, 197, 202, 214], "get_char_index": [13, 36], "list": [13, 22, 23, 36, 41, 43, 45, 47, 51, 56, 57, 61, 62, 63, 66, 77, 83, 87, 88, 89, 90, 94, 96, 99, 100, 101, 102, 105, 107, 109, 111, 112, 113, 124, 126, 133, 137, 144, 146, 151, 153, 157, 159, 166, 170, 178, 180, 185, 186, 192, 193, 196, 197, 199, 200, 201, 202, 203, 206, 208, 213, 214, 216, 217], "outpu": [13, 36], "layer": [13, 23, 24, 36, 43, 58, 61, 62, 63, 80, 87, 113, 124, 139, 150, 151, 157, 173, 184, 185], "nermodel": [15, 38, 43, 47, 86, 87, 89, 124, 151, 157, 185], "dummy_tag": [15, 38], "use_contrib": [15, 38], "use_gpu_devic": [15, 38], "add_bilstm_char_repr": [15, 38], "dim": [15, 24, 38], "25": [15, 38, 66, 70, 105, 126, 133, 159, 166, 202], "add_cnn_char_repr": [15, 38], "nfilter": [15, 38], "pad": [15, 38], "add_pretrained_word_embed": [15, 38], "add_context_repr": [15, 38], "hidden_s": [15, 38], "residu": [15, 38], "add_inference_lay": [15, 38], "crf": [15, 38, 87, 151, 185], "predictions_op_nam": [15, 38], "add_training_op": [15, 38], "clip_gradi": [15, 38], "train_op_nam": [15, 38], "num_tru": [15, 38], "arrai": [15, 38, 43, 56, 57, 61, 62, 63, 66, 74, 79, 83, 87, 88, 96, 106, 109, 111, 112, 124, 126, 127, 139, 140, 141, 144, 146, 150, 151, 157, 159, 160, 173, 174, 175, 178, 180, 184, 185, 193], "fill": [15, 38], "l": [15, 38, 66, 69, 202], "val": [15, 38], "get_sentence_length": [15, 38], "batch": [15, 18, 23, 24, 38, 41, 43, 61, 63, 80, 87, 113, 124, 139, 140, 150, 151, 157, 173, 174, 184, 185], "idx": [15, 38], "word_embed": [15, 38, 42, 43, 45, 50, 67, 71, 73, 87, 99, 107, 124, 151, 157, 185], "get_sentence_token_length": [15, 38], "tag_id": [15, 38], "get_word_length": [15, 38], "char_id": [15, 38], "get_char_id": [15, 38], "get_from_batch": [15, 38], "get_tag_id": [15, 38], "get_word_embed": [15, 38], "slice": [15, 17, 38, 40, 52, 54, 76, 77, 131, 164], "init_vari": [15, 38], "epoch_start": [15, 38], "epoch_end": [15, 38], "32": [15, 17, 23, 24, 38, 40, 64, 107], "lr": [15, 38, 43, 87, 140, 151, 174, 185], "po": [15, 38, 42, 50, 51, 87, 99, 107, 123, 151, 185, 192, 196, 206], "65": [15, 38, 202], "measur": [15, 38, 49], "20": [15, 24, 38, 67, 80, 91, 140, 174, 208], "get_softmax": [15, 38], "score": [15, 38, 43, 49, 58, 59, 80, 87, 90, 102, 124, 137, 151, 153, 157, 170, 185, 186, 192, 193, 198, 203, 213, 216], "threshold": [15, 38, 51, 66, 73, 77, 89, 90, 99, 100, 105, 126, 159, 192, 193, 203, 213], "close": [15, 38], "nermodelsav": [16, 39], "embeddings_fil": [16, 39], "restore_tensorflow_st": [16, 39], "export_dir": [16, 39], "restor": [16, 39, 43, 45, 49, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 96, 102, 105, 110, 111, 137, 139, 144, 145, 146, 150, 151, 170, 173, 178, 179, 180, 184, 185], "directori": [16, 39, 41], "save_model": [16, 39], "separ": [16, 39, 41, 47, 49, 51, 66, 69, 83, 87, 89, 99, 101, 151, 185, 188, 192, 208], "variabl": [16, 20, 22, 24, 39], "sentencegroup": [17, 40], "bucket_length": [17, 40], "get_bucket_id": [17, 40], "length": [17, 22, 23, 40, 41, 43, 45, 61, 62, 63, 66, 69, 73, 83, 94, 96, 109, 111, 113, 124, 126, 139, 144, 146, 150, 157, 159, 173, 178, 180, 184, 193, 196, 197, 208], "core": 18, "embeddingwrapp": 18, "inputprojectionwrapp": 18, "outputprojectionwrapp": 18, "rnncell": [18, 19, 23, 24], "embedding_class": 18, "embedding_s": 18, "initi": [18, 20, 22, 23, 24, 73, 87, 99, 188, 202], "reus": [18, 20, 22, 24], "oper": [18, 19, 23, 24, 49], "ad": [18, 87, 89, 151, 185, 196, 197], "note": [18, 87, 140, 151, 174, 185, 216], "mai": [18, 22, 24, 44, 64, 74, 77, 87, 101, 106, 127, 160], "effici": [18, 19, 22, 23, 41], "wrapper": [18, 20, 24, 123, 202], "instead": [18, 20, 45, 61, 63, 196], "concaten": [18, 23, 49], "whole": [18, 49], "sequenc": [18, 19, 22, 23, 61, 63, 66, 67, 113, 126, 139, 159, 173], "your": [18, 41, 50, 87, 140, 151, 155, 174, 185, 200], "time": [18, 19, 20, 23, 24, 41, 66, 69, 87, 126, 159, 185, 196], "do": [18, 23, 64, 83, 87, 89, 196, 197], "feed": [18, 61, 63, 87], "zero_st": [18, 24], "dtype": [18, 22, 23, 24], "call": [18, 20, 22, 24, 73], "state": [18, 22, 23, 24, 62, 87, 96, 111, 140, 144, 150, 151, 174, 178, 184, 185, 196, 200, 202], "run": [18, 22, 23, 24, 196, 197], "num_proj": [18, 24], "activ": [18, 24, 99, 100, 113, 136, 169, 188, 193, 196, 197], "input_s": [18, 22, 23, 24], "project": [18, 24, 41], "output_s": [18, 22], "directli": [18, 41], "construct": [19, 24, 62, 150, 184], "fuse": 19, "fusedrnncel": [19, 22], "abstract": [19, 22, 122], "object": [19, 41, 53, 61, 62, 63, 87, 99, 123, 139, 140, 150, 151, 173, 174, 184, 185, 202, 208], "repres": [19, 24, 41, 47, 49, 51, 66, 83, 105, 126, 159, 214], "A": [19, 22, 23, 24, 49, 52, 54, 61, 62, 63, 64, 76, 77, 80, 83, 86, 87, 88, 89, 90, 94, 96, 99, 100, 102, 105, 109, 111, 113, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 184, 185, 186, 192, 193, 196, 199, 200, 202, 208], "entir": [19, 22, 61, 63], "expand": 19, "In": [19, 24, 44, 49, 64, 67, 77, 87, 100, 136, 140, 151, 169, 174, 185], "effect": 19, "recurr": [19, 22, 23, 24, 83, 86, 87, 151, 185], "network": [19, 22, 23, 24, 58, 87, 151, 185], "unlik": [19, 22, 96, 144, 178], "subclass": [19, 22, 77, 109, 110, 115, 118, 143, 145, 177, 179], "onc": [19, 87, 100, 136, 169], "put": [19, 33, 50, 73, 140, 174], "loop": 19, "insid": [19, 89, 140, 174], "usual": [19, 89, 102, 105, 137, 170], "lead": [19, 44], "much": [19, 22, 80, 140, 174], "complex": 19, "less": [19, 23, 66, 87, 126, 151, 159, 185], "must": [19, 22, 23, 24, 43, 45, 49, 67, 74, 106, 124, 127, 157, 160], "__call__": 19, "signatur": 19, "fusedrnncelladaptor": 19, "use_dynamic_rnn": 19, "adaptor": 19, "timereversedfusedrnn": 19, "revers": 19, "compat": [19, 22, 61, 62, 63, 87, 139, 150, 151, 155, 173, 184, 185, 188], "v1": 19, "nn": [19, 51, 88], "basicrnncel": 19, "fw_lstm": 19, "contrib": [19, 21, 87, 151, 185], "bw_lstm": 19, "fw_out": 19, "fw_state": 19, "bw_out": 19, "bw_state": 19, "block": [20, 22], "gru": [20, 24], "op": [20, 21, 22], "layerrnncel": [20, 22], "grublockcel": 20, "num_unit": [20, 22, 24], "cell_siz": 20, "gru_cel": 20, "deprec": 20, "grublockcellv2": 20, "arxiv": [20, 22, 23, 24], "org": [20, 22, 23, 24, 73, 105], "ab": [20, 22, 23, 24], "1406": [20, 24], "1078": [20, 24], "comput": [20, 23, 24, 49, 76, 77, 216], "forward": [20, 23], "propag": [20, 24], "step": [20, 24, 47, 87, 185], "kernel": 20, "mathemat": 20, "equat": [20, 24], "bias": [20, 22, 24], "b_ru": 20, "constant_initi": 20, "b_c": 20, "x_h_prev": 20, "h_prev": 20, "r_bar": 20, "u_bar": 20, "w_ru": 20, "r": [20, 24, 52, 97, 202], "sigmoid": [20, 113], "h_prevr": 20, "circ": [20, 24], "x_h_prevr": 20, "c_bar": 20, "w_c": [20, 24], "c": [20, 24, 66, 69], "h": [20, 24], "input_shap": [20, 22, 24], "temporari": 20, "impl": 20, "scheme": [20, 86, 202], "distribut": [21, 43, 80, 87, 99, 105, 121, 124, 133, 140, 151, 157, 166, 174, 185, 188], "origin": [21, 24, 41, 56, 57, 66, 69, 71, 89, 91, 105, 126, 133, 141, 159, 166, 175, 196, 197, 216], "modifi": [21, 83, 86, 89, 197], "chang": [21, 24, 83, 89, 192, 196, 197, 209], "just": [21, 87, 151, 185, 196, 197], "therefor": [21, 24], "all": [21, 24, 41, 49, 50, 56, 57, 61, 63, 66, 69, 77, 80, 87, 89, 92, 99, 101, 105, 112, 121, 126, 133, 141, 151, 159, 166, 175, 185, 196, 197, 204, 206, 217], "function": [21, 41, 58, 59, 89, 105, 113, 187, 202, 208, 217], "enabl": [21, 24, 43, 47, 51, 66, 71, 87, 151, 185], "lstmblockcel": 22, "forget_bia": [22, 24], "cell_clip": [22, 24], "use_peephol": [22, 24], "lstm_cell": 22, "1409": 22, "2329": 22, "add": [22, 24, 44, 87, 89, 91, 92, 101, 151, 185, 187, 192, 196, 197, 200], "forget": [22, 24], "gate": [22, 24], "order": [22, 24, 49, 83, 99, 112], "reduc": [22, 24], "scale": [22, 24, 80], "begin": [22, 23, 24, 44, 67, 74, 83, 86, 87, 89, 99, 101, 105, 106, 127, 133, 160, 166, 196, 197, 202, 206], "rnn_cell_impl": [22, 24], "lstmcell": [22, 24], "monolith": 22, "should": [22, 24, 33, 41, 43, 49, 51, 64, 73, 76, 87, 89, 92, 96, 105, 109, 110, 115, 118, 124, 140, 143, 144, 145, 151, 157, 174, 177, 178, 179, 185, 188, 192, 193, 196, 197, 198, 199, 202, 208, 209], "faster": [22, 61, 63, 139, 150, 173, 184], "bia": [22, 24, 155, 190], "matric": [22, 24], "long": [22, 24, 96, 144, 178, 202], "scope": [22, 23, 24, 43, 124, 157], "match": [22, 23, 43, 45, 61, 63, 64, 66, 73, 74, 83, 88, 106, 124, 126, 127, 139, 150, 157, 159, 160, 173, 184, 197], "inputs_shap": [22, 24], "short": [22, 24, 96, 144, 178], "term": [22, 24, 43, 51, 56, 57, 66, 69, 124, 126, 141, 157, 159, 175, 196, 197, 200], "lstmblockwrapp": 22, "helper": [22, 23, 200, 204], "housekeep": 22, "altern": 22, "similar": [22, 24, 49, 66, 126, 159, 193, 216], "type": [22, 23, 24, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 73, 74, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 111, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 196, 197, 198, 203, 206, 213, 214, 216], "_call_cel": 22, "properti": [22, 23, 66, 119, 126, 159], "unit": [22, 24, 92, 99, 100, 113, 136, 169], "initial_st": 22, "sequence_length": [22, 23], "d": [22, 24, 41, 66, 200], "tensor": [22, 23, 24], "shape": [22, 23, 24], "time_len": 22, "tupl": [22, 23, 24, 155, 192, 196, 197], "initial_cell_st": 22, "initial_output": 22, "self": [22, 24, 53, 79], "_num_unit": 22, "expect": [22, 91, 202], "zero": [22, 23, 90, 102, 137, 153, 170, 186], "ha": [22, 23, 24, 41, 43, 47, 49, 51, 53, 56, 57, 64, 66, 67, 74, 76, 87, 91, 99, 106, 111, 124, 127, 140, 141, 146, 151, 157, 160, 174, 175, 180, 185, 193, 214], "heterogen": 22, "specifi": [22, 24, 43, 56, 57, 66, 67, 77, 80, 83, 86, 87, 102, 112, 124, 137, 140, 141, 151, 157, 170, 174, 175, 185, 202], "each": [22, 23, 24, 41, 43, 45, 49, 56, 57, 66, 76, 77, 80, 83, 87, 96, 101, 102, 124, 126, 137, 140, 141, 151, 157, 159, 170, 174, 175, 185, 188, 192, 193, 196, 197, 198, 204, 206, 214], "int32": [22, 23], "int64": [22, 23], "vector": [22, 23, 24, 49, 56, 57, 59, 75, 77, 79, 80, 141, 175], "element": [22, 23, 115, 192], "pair": [22, 24, 41, 47, 51, 77, 83, 89, 99, 100, 101, 102, 137, 170], "final": [22, 23, 208], "cell_stat": 22, "valueerror": [22, 23, 24], "mismatch": 22, "lstmblockfusedcel": 22, "lstm_fused_cel": 22, "extrem": 22, "singl": [22, 23, 24, 49, 52, 58, 66, 79, 87, 89, 140, 151, 174, 185, 188, 192, 196, 206], "both": [22, 23, 24, 44, 62, 64, 66, 69, 76, 77, 87, 92, 99, 126, 150, 151, 159, 184, 185, 188, 196, 197, 200], "than": [22, 49, 51, 66, 87, 96, 105, 126, 144, 151, 159, 178, 185], "abov": [22, 216], "consist": [22, 24, 49, 66, 69, 77, 102, 126, 137, 159, 170, 192, 193, 196], "stack_bidirectional_rnn": 23, "cells_fw": 23, "cells_bw": 23, "initial_states_fw": 23, "initial_states_bw": 23, "bidirect": [23, 24], "neural": [23, 24, 58, 87, 151, 185], "stack": [23, 24], "combin": [23, 24, 76, 89, 154, 196, 197], "backward": 23, "next": [23, 91], "bidirectional_rnn": 23, "doe": [23, 24, 83, 87, 151, 185], "share": [23, 24, 77], "between": [23, 24, 41, 43, 49, 58, 59, 66, 76, 77, 87, 88, 89, 92, 99, 100, 101, 102, 105, 124, 126, 136, 137, 140, 151, 157, 159, 169, 170, 174, 185, 193, 196, 197, 200, 202, 216], "direct": [23, 24, 41, 99, 100, 101, 113, 136, 169], "intermedi": 23, "As": [23, 24], "describ": [23, 24, 49, 188], "1303": 23, "5778": 23, "instanc": [23, 41, 77, 99, 100, 105, 119, 136, 169, 188], "one": [23, 24, 41, 42, 43, 61, 63, 75, 76, 77, 80, 83, 87, 89, 101, 105, 122, 124, 151, 157, 185, 192, 196, 197, 200, 204], "per": [23, 24, 41, 43, 45, 50, 61, 63, 73, 80, 87, 89, 99, 124, 140, 151, 157, 174, 185, 203, 213, 216], "nest": 23, "appropri": [23, 41, 197], "cell_fw": 23, "state_s": [23, 24], "same": [23, 24, 41, 49, 66, 69, 77, 83, 87, 89, 126, 151, 159, 185, 188, 193, 196, 197], "correspond": [23, 49, 58, 59, 66, 73, 76, 126, 159, 192, 193, 196, 197, 198], "either": [23, 45, 49, 74, 86, 99, 105, 106, 127, 140, 160, 174, 209], "actual": 23, "variablescop": 23, "subgraph": 23, "output_state_fw": 23, "output_state_bw": 23, "depth": [23, 24], "output_states_fw": 23, "output_states_bw": 23, "typeerror": 23, "cell_bw": 23, "empti": [23, 74, 77, 80, 83, 87, 105, 106, 127, 151, 160, 185, 202], "stack_bidirectional_dynamic_rnn": 23, "parallel_iter": 23, "time_major": 23, "swap_memori": 23, "dynam": [23, 24], "max_tim": 23, "iter": [23, 45, 56, 57, 87, 141, 151, 175, 185, 196, 197], "parallel": 23, "those": [23, 41, 49, 67, 89, 101], "tempor": 23, "trade": 23, "off": [23, 87, 124, 140, 151, 157, 174, 185], "take": [23, 61, 63, 66, 76, 79, 80, 119, 126, 139, 159, 173, 192, 193, 208], "while": [23, 41, 44, 87, 91, 105, 133, 151, 166, 185, 188], "smaller": 23, "longer": [23, 83, 193], "bit": [23, 61, 63, 139, 173], "becaus": [23, 109, 110, 115, 118, 143, 145, 177, 179, 202], "avoid": [23, 24, 41, 44, 49, 188, 193, 196, 197], "transpos": 23, "howev": [23, 51, 87, 151, 185], "most": [23, 49, 77, 87, 151, 185, 193], "major": 23, "so": [23, 24, 59, 87, 140, 151, 174, 185], "accept": [23, 140, 174], "emit": 23, "form": [23, 56, 57, 73, 77, 87, 92, 99, 140, 141, 151, 174, 175, 185], "transpar": [23, 194], "swap": [23, 196, 197], "produc": [23, 24, 83, 89], "infer": [23, 24, 87, 102, 137, 151, 170, 185], "back": 23, "prop": 23, "would": [23, 140, 174], "typic": 23, "fit": [23, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 79, 80, 83, 87, 88, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 111, 124, 126, 127, 131, 133, 136, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 166, 169, 173, 174, 175, 178, 180, 181, 184, 185, 186, 214], "veri": [23, 66, 87, 126, 151, 159, 185], "minim": [23, 90, 99, 100, 102, 136, 137, 153, 169, 170, 186], "perform": [23, 24, 43, 87, 96, 101, 110, 111, 144, 145, 151, 178, 179, 185, 188, 203, 213, 216], "penalti": 23, "layers_output": 23, "coupledinputforgetgatelstmcel": 24, "proj_clip": 24, "num_unit_shard": 24, "num_proj_shard": 24, "state_is_tupl": 24, "math_op": 24, "layer_norm": 24, "norm_gain": 24, "norm_shift": 24, "non": [24, 43, 77], "peephol": 24, "pdf": [24, 214], "semanticscholar": 24, "1154": 24, "0131eae85b2e11d53df7f1360eeb6476e7f4": 24, "felix": 24, "ger": 24, "jurgen": 24, "schmidhub": 24, "fred": 24, "cummin": 24, "learn": [24, 43, 80, 87, 99, 105, 124, 140, 151, 157, 174, 185], "continu": [24, 105, 133, 166], "iet": 24, "850": 24, "855": 24, "1999": [24, 91], "research": 24, "googl": 24, "pub": 24, "archiv": 24, "43905": 24, "hasim": 24, "sak": 24, "andrew": 24, "senior": 24, "francois": 24, "beaufai": 24, "architectur": [24, 87, 151, 185], "larg": [24, 61, 63, 87, 139, 150, 151, 173, 184, 185], "acoust": 24, "interspeech": 24, "2014": 24, "coupl": 24, "1503": 24, "04069": 24, "greff": 24, "et": 24, "al": 24, "search": [24, 43, 73, 87, 105, 124, 133, 151, 157, 166, 185], "odyssei": 24, "peep": 24, "hole": 24, "connect": [24, 41], "1607": 24, "06450": 24, "jimmi": 24, "lei": 24, "ba": 24, "jami": 24, "ryan": 24, "kiro": 24, "geoffrei": 24, "hinton": 24, "appli": [24, 66, 126, 159, 192, 196, 197, 202], "intern": [24, 87, 89, 96, 105, 111, 119, 144, 151, 155, 178, 185, 199, 202], "nonlinear": 24, "2d": 24, "column": [24, 41, 42, 43, 44, 45, 50, 51, 52, 54, 56, 57, 64, 66, 67, 74, 79, 80, 83, 86, 87, 97, 99, 101, 105, 106, 107, 112, 113, 124, 126, 127, 130, 131, 133, 140, 141, 148, 151, 157, 159, 160, 163, 164, 166, 174, 175, 181, 185, 187, 188, 193, 196, 197, 200, 201, 202, 206, 208], "c_state": 24, "m_state": 24, "after": [24, 45, 56, 57, 61, 62, 63, 87, 91, 96, 99, 139, 141, 144, 150, 173, 175, 178, 184, 196], "read": [24, 43, 51, 64, 66, 79, 83, 89, 140, 174, 192, 196, 197, 202], "previou": [24, 216], "wa": [24, 41, 43, 50, 52, 54, 67, 69, 71, 77, 97, 124, 131, 140, 148, 157, 164, 174, 181], "here": 24, "cannot": 24, "via": [24, 47, 51], "timefreqlstmcel": 24, "feature_s": 24, "frequency_skip": 24, "tara": 24, "n": [24, 45, 49, 73, 87, 151, 185, 205], "sainath": 24, "bo": 24, "li": 24, "pattern": [24, 41, 66, 88, 92, 96, 126, 144, 159, 178, 196, 206], "v": [24, 45, 203, 213], "convolut": 24, "lvcsr": 24, "task": [24, 41, 61, 62, 63, 102, 109, 137, 139, 150, 170, 173, 184, 202, 206], "submit": 24, "2016": 24, "clip": 24, "gridlstmcel": 24, "share_time_frequency_weight": 24, "num_frequency_block": 24, "start_freqindex_list": 24, "end_freqindex_list": 24, "couple_input_forget_g": 24, "grid": [24, 192], "nal": 24, "kalchbrenn": 24, "ivo": 24, "danihelka": 24, "alex": 24, "grave": 24, "proc": 24, "iclr": 24, "1507": 24, "01526": 24, "shared_weight": 24, "flag": [24, 49, 80, 96, 192], "_state_is_tupl": 24, "bidirectionalgridlstmcel": 24, "backward_slice_offset": 24, "gridlstm": 24, "henc": 24, "affect": [24, 49, 111, 146, 180], "real": [24, 87, 151], "onlin": 24, "system": [24, 200], "two": [24, 49, 51, 53, 66, 75, 83, 89, 126, 159], "attentioncellwrapp": 24, "attn_length": 24, "attn_siz": 24, "attn_vec_s": 24, "attent": 24, "1601": 24, "06733": 24, "lstma": 24, "highwaywrapp": 24, "couple_carry_transform_g": 24, "carry_bias_init": 24, "highwai": 24, "k": [24, 56, 57, 105, 109, 193, 196], "srivastava": 24, "j": 24, "preprint": 24, "1505": 24, "00387": 24, "2015": 24, "layernormbasiclstmcel": 24, "dropout_keep_prob": 24, "dropout_prob_se": 24, "1603": 24, "05118": 24, "without": [24, 66, 105, 126, 159, 196, 197], "stanislau": 24, "semeniuta": 24, "aliaksei": 24, "severyn": 24, "erhardt": 24, "barth": 24, "nascel": 24, "use_bia": 24, "kwarg": 24, "na": 24, "paper": 24, "1611": 24, "01578": 24, "barret": 24, "zoph": 24, "quoc": 24, "le": 24, "reinforc": 24, "2017": [24, 154], "ugrnncel": 24, "updat": [24, 87, 185, 192, 204], "ugrnn": 24, "compromis": 24, "vanilla": 24, "There": 24, "determin": [24, 47, 49, 99, 101, 102, 137, 170], "whether": [24, 43, 47, 49, 50, 52, 53, 56, 57, 61, 63, 64, 66, 73, 74, 80, 83, 87, 89, 92, 94, 96, 99, 101, 102, 105, 106, 109, 111, 112, 113, 124, 126, 127, 133, 137, 139, 140, 141, 144, 146, 150, 151, 155, 157, 159, 160, 166, 170, 173, 174, 175, 178, 180, 184, 185, 188, 197, 203], "integr": 24, "instantan": 24, "idea": 24, "feedforward": 24, "09913": 24, "jasmin": 24, "collin": 24, "jascha": 24, "sohl": 24, "dickstein": 24, "david": 24, "sussillo": 24, "capac": 24, "trainabl": 24, "num": 24, "new_output": 24, "ident": 24, "new_stat": 24, "intersectionrnncel": 24, "num_in_proj": 24, "y_activ": 24, "nn_op": 24, "intersect": 24, "well": [24, 77, 92, 203, 213, 216], "design": 24, "improv": [24, 44, 87, 96, 102, 111, 137, 144, 151, 170, 178, 185], "flow": 24, "through": [24, 41, 64], "dimension": 24, "y": [24, 69, 71], "To": [24, 43, 45, 47, 51, 61, 62, 63, 64, 70, 99, 105, 139, 150, 173, 184, 202], "achiev": [24, 49, 87, 151, 185], "subsequ": 24, "deepli": 24, "best": [24, 87, 140, 151, 174, 185, 203], "new_i": 24, "equal": [24, 41, 51, 76, 77, 87, 151, 185], "compiledwrapp": 24, "compile_st": 24, "wrap": [24, 109, 110, 115, 117, 118, 143, 145, 177, 179], "execut": [24, 41, 66, 69, 126, 159], "xla": 24, "jit": 24, "phasedlstmcel": 24, "leak": 24, "ratio_on": 24, "trainable_ratio_on": 24, "period_init_min": 24, "period_init_max": 24, "1000": [24, 105, 133, 166], "phase": 24, "1610": 24, "09513v1": 24, "float32": 24, "float64": 24, "store": [24, 43, 80, 87, 101, 119, 124, 140, 151, 157, 174, 185], "second": [24, 48, 87, 151, 185, 199], "features_s": 24, "lstmstatetupl": 24, "timestep": 24, "convlstmcel": 24, "conv_ndim": 24, "output_channel": 24, "kernel_shap": 24, "skip_connect": 24, "conv_lstm_cel": 24, "1506": 24, "04214v1": 24, "conv1dlstmcel": 24, "conv_1d_lstm_cel": 24, "1d": 24, "conv2dlstmcel": 24, "conv_2d_lstm_cel": 24, "conv3dlstmcel": 24, "conv_3d_lstm_cel": 24, "3d": 24, "glstmcell": 24, "number_of_group": 24, "group": [24, 50, 66, 88, 208], "g": [24, 61, 62, 63, 77, 87, 96, 101, 105, 124, 133, 139, 144, 150, 151, 157, 166, 173, 178, 184, 185, 188, 192, 196, 197, 216], "1703": 24, "10722": 24, "kuchaiev": 24, "b": [24, 43, 61, 62, 63, 86, 87, 88, 89, 90, 96, 99, 109, 111, 150, 151, 153, 184, 185, 186, 192, 216], "ginsburg": 24, "trick": 24, "brief": [24, 49], "sub": 24, "evenli": 24, "fed": 24, "num_input": 24, "known": [24, 88], "divis": 24, "innermost": 24, "incompat": 24, "layernormlstmcel": 24, "srucel": 24, "sru": 24, "fast": 24, "cnn": [24, 87, 151, 185], "cf": 24, "1709": 24, "02755": 24, "variat": 24, "character": 24, "simplifi": 24, "consecut": 24, "tradition": 24, "multipli": 24, "matrix": 24, "w_hh": 24, "ensu": 24, "flavor": 24, "replac": [24, 64, 66, 67, 68, 69, 82, 83, 89, 92, 126, 159, 192, 196, 197], "multipl": [24, 42, 77, 102, 137, 170], "h_": 24, "pointwis": 24, "result": [24, 41, 43, 44, 47, 49, 50, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 76, 77, 79, 80, 83, 86, 87, 88, 90, 91, 92, 96, 97, 99, 100, 101, 102, 105, 106, 111, 124, 126, 127, 131, 136, 137, 139, 140, 141, 144, 146, 148, 150, 151, 153, 157, 159, 160, 164, 169, 170, 173, 174, 175, 178, 180, 181, 184, 185, 186, 188, 193, 196, 197, 198, 208], "gain": 24, "boolean": [24, 41, 50, 66, 83, 113, 203, 213], "exist": [24, 41, 87, 99, 105, 133, 166, 204], "alreadi": [24, 41, 56, 57, 87, 99, 105, 133, 141, 151, 166, 175, 185], "error": [24, 87, 151, 185, 192, 193, 209], "string": [24, 67, 73, 74, 83, 88, 92, 106, 113, 115, 127, 140, 160, 174, 188, 192, 194, 196, 197, 201, 202], "mistak": 24, "keyword": [24, 42, 49, 50, 82, 107, 211], "argument": [24, 99], "weightnormlstmcel": 24, "norm": 24, "adapt": 24, "1602": 24, "07868": 24, "tim": 24, "saliman": 24, "diederik": 24, "p": [24, 43, 52, 54, 66, 112, 131, 164, 216], "kingma": 24, "reparameter": 24, "acceler": 24, "deep": [24, 43, 124, 140, 157, 174], "indrnncel": 24, "independ": 24, "indrnn": 24, "1803": 24, "04831": 24, "mean": [24, 43, 49, 64, 76, 77, 87, 91, 151, 185, 193, 196, 197], "act": [24, 140, 174], "w": 24, "indygrucel": 24, "kernel_initi": 24, "bias_initi": 24, "grucel": 24, "u_r": 24, "u_z": 24, "5": [24, 44, 51, 52, 54, 64, 66, 73, 76, 77, 83, 86, 87, 89, 92, 100, 126, 131, 136, 140, 151, 159, 164, 169, 174, 185, 192, 196, 197, 198, 199, 202], "respect": [24, 41], "diagon": 24, "hadamard": 24, "product": 24, "r_j": 24, "sigmaleft": 24, "mathbf": 24, "w_rmathbf": 24, "_j": 24, "u_rcirc": 24, "_jright": 24, "z_j": 24, "w_zmathbf": 24, "u_zcirc": 24, "tild": 24, "phileft": 24, "denot": 24, "indygru": 24, "node": [24, 96, 144, 178], "see": [24, 47, 61, 62, 63, 70, 74, 87, 89, 99, 100, 105, 106, 127, 136, 139, 140, 150, 151, 160, 169, 173, 174, 184, 185, 214], "its": [24, 66, 69, 71, 77, 83], "own": [24, 87, 140, 151, 174, 185, 200], "oppos": 24, "nunit": 24, "indylstmcel": 24, "indylstm": 24, "basiclstmcel": 24, "u_f": 24, "u_i": 24, "u_o": 24, "u_c": 24, "regular": [24, 41, 45, 47, 51, 66, 113, 126, 159, 188, 206], "f_t": 24, "sigma_gleft": 24, "w_f": 24, "x_t": 24, "b_fright": 24, "i_t": 24, "w_i": 24, "b_iright": 24, "o_t": 24, "w_o": 24, "b_oright": 24, "c_t": 24, "c_": 24, "sigma_cleft": 24, "b_cright": 24, "baselin": 24, "detail": [24, 41, 92, 99], "analysi": [24, 101, 140, 174], "1903": 24, "08023": 24, "ntmcontrollerst": 24, "ntmcell": 24, "control": [24, 41, 43, 47, 87, 92, 124, 157], "memory_s": 24, "memory_vector_dim": 24, "read_head_num": 24, "write_head_num": 24, "shift_rang": 24, "clip_valu": 24, "ture": 24, "machin": [24, 59], "1807": 24, "08518": 24, "mark": [24, 43, 45, 49, 67, 124, 157], "collier": 24, "joeran": 24, "beel": 24, "turn": [24, 196, 197], "snowkylin": 24, "ntm": 24, "cours": 24, "1410": 24, "5401": 24, "wayn": 24, "prev_stat": 24, "minimalrnncel": 24, "glorot_uniform": 24, "ones": [24, 66, 69, 71, 87, 96, 144, 151, 178, 185, 196], "minimalrnn": 24, "1806": 24, "05394v2": 24, "minmin": 24, "chen": 24, "jeffrei": 24, "pennington": 24, "samuel": 24, "schoenholz": 24, "isometri": 24, "field": [24, 48, 50, 64, 79, 83, 91, 107, 112, 208], "theori": 24, "signal": 24, "icml": 24, "2018": [24, 91, 154], "sum": 24, "cfncell": 24, "chao": 24, "openreview": 24, "net": [24, 45], "id": [24, 41, 48, 66, 67, 74, 94, 96, 105, 109, 111, 144, 146, 178, 180, 200, 202, 206, 208], "s1dizvclg": 24, "thoma": 24, "laurent": 24, "jame": 24, "von": 24, "brecht": 24, "cfn": 24, "goe": 24, "contract": [24, 196, 197], "map": [24, 52, 53, 54, 64, 66, 70, 77, 87, 89, 97, 99, 100, 105, 119, 126, 130, 131, 133, 148, 151, 159, 163, 164, 166, 181, 185, 192, 200, 202], "linear": [24, 61, 62, 63, 113, 139, 150, 173, 184], "decoupl": 24, "tf_graph_1x": [33, 202], "manipul": 41, "json": [41, 52, 54, 64, 66, 97, 130, 131, 148, 163, 164, 181, 188, 193, 196, 197, 202, 206, 208], "export": [41, 202, 206], "layout": 41, "annotationlab": 41, "interfac": [41, 105], "john": [41, 67, 69, 71, 155], "snow": [41, 155], "tool": 41, "multi": [41, 52, 61, 62, 63, 66, 80, 139, 140, 150, 173, 174, 184], "modal": 41, "team": 41, "collabor": 41, "ml": [41, 43, 45, 47, 51, 52, 54, 56, 57, 61, 62, 63, 64, 66, 69, 74, 76, 77, 80, 83, 86, 87, 88, 89, 91, 92, 97, 99, 100, 106, 124, 126, 127, 131, 133, 136, 139, 140, 141, 148, 150, 151, 157, 159, 160, 164, 166, 169, 173, 174, 175, 181, 184, 185, 187, 214], "programmat": 41, "conll": [41, 87, 151, 185, 188, 192, 193, 196, 197, 202, 206], "excel": 41, "classif": [41, 80, 82, 139, 140, 141, 150, 155, 173, 174, 175, 184, 188], "preannot": 41, "upload": 41, "interact": [41, 192, 200], "up": [41, 140, 174, 197], "delet": 41, "edit": 41, "usag": [41, 87, 89, 92, 96, 140, 144, 151, 174, 178, 185], "tutori": 41, "set_credenti": 41, "usernam": [41, 200], "password": 41, "client_secret": 41, "annotationlab_url": 41, "credenti": [41, 155], "client": 41, "get_all_project": 41, "visibl": [41, 66, 126, 159], "rtype": [41, 206], "get_project_config": 41, "project_nam": 41, "create_project": 41, "project_descript": 41, "project_sampl": 41, "project_instruct": 41, "random": [41, 66, 67, 87, 94, 109, 111, 126, 140, 146, 151, 159, 174, 180, 185, 196, 197, 200, 208], "sequenti": [41, 83], "sampl": [41, 67, 94, 96, 109, 111, 144, 146, 178, 180, 188, 192, 196, 197, 205], "show": [41, 43, 44, 47, 49, 50, 51, 52, 54, 61, 62, 63, 64, 66, 67, 69, 70, 73, 74, 76, 77, 83, 86, 90, 91, 92, 96, 97, 99, 100, 101, 102, 106, 111, 124, 126, 127, 131, 136, 139, 140, 144, 146, 148, 150, 153, 157, 159, 160, 164, 169, 173, 174, 178, 180, 181, 184, 186, 194, 199, 202, 214], "guidelin": 41, "delete_project": 41, "confirm": 41, "set_project_config": 41, "classification_label": 41, "ner_label": [41, 86, 202], "assertion_label": [41, 202, 206], "relations_label": 41, "By": [41, 49, 77, 87, 101, 151, 185], "multiclass": [41, 80], "upload_task": 41, "task_list": 41, "title_list": 41, "id_offset": 41, "custom": [41, 43, 45, 64, 66, 99, 100, 105, 126, 156, 159, 194, 196, 208], "titl": [41, 196, 197, 206], "increment": 41, "offset": [41, 43], "delete_task": 41, "task_id": [41, 202], "get_annot": 41, "output_nam": 41, "save_dir": [41, 214], "write": [41, 112, 192, 214], "get_conll_data": 41, "input_json_path": [41, 206], "exported_conl": 41, "ground_truth": [41, 105, 206], "excluded_label": [41, 202, 206], "excluded_task_id": [41, 206], "excluded_task_titl": [41, 206], "regex_pattern": [41, 196, 206], "io": [41, 196, 197, 214], "select": [41, 43, 44, 47, 49, 50, 52, 54, 61, 62, 63, 66, 67, 69, 70, 77, 83, 90, 96, 97, 99, 100, 105, 111, 124, 126, 131, 136, 139, 144, 146, 148, 150, 153, 157, 159, 164, 169, 173, 178, 180, 181, 184, 186, 200, 206], "ground": [41, 105, 193, 206], "truth": [41, 105, 193, 206], "complet": [41, 206], "latest": [41, 206], "exclud": [41, 45, 87, 151, 185, 202, 206], "irrelev": [41, 206], "regex": [41, 42, 47, 48, 50, 51, 64, 66, 83, 88, 107, 126, 159, 196, 206], "get_assertion_data": 41, "relevant_ner_label": 41, "unannotated_label": 41, "unannotated_label_strategi": 41, "unannotated_label_strategy_dict": 41, "included_task_id": 41, "seed": [41, 66, 67, 69, 87, 94, 109, 111, 126, 140, 146, 151, 159, 174, 180, 185, 200, 208], "panda": [41, 67, 192, 193, 197, 206], "relev": [41, 49, 202], "assign": [41, 196, 197, 198], "strategi": [41, 83, 192], "occurr": [41, 87, 105, 151, 185], "unannot": 41, "count": [41, 87, 188, 196, 197], "fraction": 41, "absolut": 41, "dictionari": [41, 45, 50, 52, 54, 64, 66, 77, 83, 89, 90, 97, 99, 100, 102, 107, 130, 131, 137, 148, 153, 163, 164, 170, 181, 186, 188, 192, 196, 197, 198, 208], "entity_label": [41, 66, 126, 159, 208], "sample_weight_or_count": 41, "max": [41, 43, 45, 57, 61, 62, 63, 109, 111, 124, 139, 141, 150, 157, 173, 175, 184, 194], "get_relation_extraction_data": 41, "negative_rel": 41, "relation_pair": 41, "negative_relation_strategi": 41, "negative_relation_strategy_dict": 41, "were": [41, 53, 87, 151, 185, 206], "discard": [41, 90, 153, 186], "rest": [41, 47, 51, 83, 89, 193], "plausibl": 41, "possibl": [41, 42, 43, 47, 49, 50, 51, 53, 57, 64, 77, 80, 83, 89, 92, 99, 101, 107, 112, 113, 124, 141, 157, 175, 196, 197], "neg": [41, 43, 96, 144, 178], "entity1": [41, 99, 100, 136, 169], "entity2": [41, 99, 100, 136, 169], "get_classification_data": 41, "generate_preannot": 41, "all_result": 41, "document_column": 41, "ner_column": 41, "assertion_column": 41, "relations_column": 41, "user_nam": 41, "titles_list": 41, "light_pipelin": 41, "fullannot": [41, 42, 71, 197], "full_pipelin": 41, "df": [41, 91, 123, 187, 197, 200, 201, 202], "collect": [41, 79, 87, 151, 185], "documentassembl": [41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 88, 89, 91, 92, 97, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 131, 133, 136, 139, 140, 146, 148, 150, 151, 157, 159, 160, 164, 166, 169, 173, 174, 180, 181, 184, 185, 206], "older": 41, "offeset": 41, "overrit": 41, "upload_preannot": 41, "get_iaa_metr": 41, "conll_dir": 41, "annotator_nam": 41, "set_ref_annot": 41, "return_nerdlmetr": 41, "results_token_bas": 41, "iaa": 41, "metric": [41, 43, 87, 188, 196, 197, 198, 203, 213, 216], "present": [41, 43, 47, 83, 86, 89, 105, 124, 133, 157, 166], "comparison": [41, 76, 197], "made": [41, 83], "full": [41, 92, 96, 144, 178], "partial": 41, "nerdlmetr": [41, 123], "report": [41, 193, 196, 197, 205], "review_annot": 41, "conll_path": [41, 192, 193, 196, 197], "ner_model_path": [41, 87, 151, 185], "review": 41, "compar": [41, 49, 188, 197], "conn_path": 41, "chunk_based_comparison_df": 41, "cuhunk": 41, "token_based_comparision_df": 41, "chunk_frequency_df": 41, "metrics_result": 41, "annotationmerg": 42, "classnam": [42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 109, 110, 111, 115, 117, 118, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186], "java_model": [42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 70, 71, 73, 75, 76, 77, 80, 83, 86, 87, 88, 89, 90, 91, 96, 97, 99, 100, 101, 102, 104, 105, 107, 109, 110, 111, 115, 118, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186], "merg": [42, 56, 57, 82, 86, 104, 141, 155, 175], "inputtyp": [42, 50, 107], "wordpiec": [42, 50, 107], "sentence_embed": [42, 50, 73, 76, 77, 105, 107, 133, 140, 166, 174], "categori": [42, 50, 56, 57, 58, 59, 61, 63, 80, 99, 100, 102, 107, 136, 137, 139, 140, 141, 156, 169, 170, 173, 174, 175], "sentiment": [42, 50, 107, 140, 174], "named_ent": [42, 50, 62, 86, 87, 88, 89, 90, 107, 150, 151, 153, 184, 185, 186, 202], "labeled_depend": [42, 50, 52, 54, 97, 107, 130, 131, 148, 163, 164, 181], "languag": [42, 43, 45, 49, 50, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 74, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 106, 107, 110, 111, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199, 202, 208], "empty_data": [42, 67, 71, 105], "createdatafram": [42, 43, 48, 49, 51, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 89, 90, 91, 92, 96, 99, 100, 102, 105, 106, 107, 111, 124, 126, 127, 136, 139, 140, 144, 146, 150, 151, 153, 157, 159, 160, 169, 173, 174, 178, 180, 184, 185, 186], "todf": [42, 43, 48, 49, 51, 61, 62, 63, 64, 66, 67, 69, 71, 73, 74, 76, 77, 83, 86, 87, 89, 90, 91, 92, 96, 99, 100, 101, 102, 105, 106, 107, 111, 124, 126, 127, 136, 139, 140, 144, 146, 150, 151, 153, 157, 159, 160, 169, 173, 174, 178, 180, 184, 185, 186], "document1": 42, "document2": [42, 67], "setinputtyp": [42, 107], "all_doc": 42, "pipelinemodel": [42, 56, 57, 87, 140, 151, 174, 185, 187, 188, 196, 197, 208, 214], "setstag": [42, 44, 49, 50, 52, 54, 56, 57, 61, 62, 63, 67, 74, 76, 77, 79, 80, 87, 90, 97, 102, 106, 107, 127, 131, 139, 140, 141, 148, 150, 151, 153, 160, 164, 173, 174, 175, 181, 184, 185, 186], "lp": 42, "lightpipelin": [42, 71, 197, 206], "doc": [42, 105, 133, 166, 188, 192], "replic": 42, "23": [42, 48, 154], "inputannotatortyp": [42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 111, 115, 117, 118, 131, 164], "outputannotatortyp": [42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 111, 115, 117, 118, 131, 164], "skiplpinputcolsvalid": [42, 52, 79, 107, 117, 118], "filter": [42, 47, 50, 51, 53, 89, 94, 101, 107, 109, 193, 196, 197, 199, 202], "algorithm": [43, 45, 49, 56, 57, 124, 141, 157, 175, 196], "absent": [43, 47, 124, 157], "hypothet": [43, 47, 124, 157], "condit": [43, 87, 124, 151, 157, 185], "associated_with_other_person": [43, 124, 157], "etc": [43, 77, 105, 124, 133, 157, 166], "pretrain": [43, 45, 49, 51, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 67, 69, 71, 73, 76, 77, 80, 83, 86, 87, 88, 89, 90, 96, 97, 99, 100, 101, 102, 105, 107, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 155, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 204, 208], "assertiondlmodel": [43, 47, 124, 157], "startcol": [43, 45, 74, 106, 124, 127, 157, 160], "endcol": [43, 45, 124, 157], "batchsiz": [43, 61, 63, 80, 87, 100, 124, 136, 139, 140, 150, 151, 157, 169, 173, 174, 184, 185], "optim": [43, 80, 87, 124, 151, 157, 185, 196], "learningr": [43, 80, 124, 157], "rate": [43, 80, 87, 124, 140, 151, 157, 174, 185, 202], "maxsentlen": [43, 124, 157], "graphfold": [43, 87, 113, 124, 151, 157, 185], "extern": [43, 83, 87, 89, 113, 124, 151, 157, 185], "hdf": [43, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185, 204], "dbf": [43, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185], "cloud": [43, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185], "storag": [43, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185], "s3": [43, 73, 80, 87, 99, 105, 124, 133, 140, 151, 157, 166, 174, 185, 199], "graphfil": [43, 87, 113, 124, 151, 157, 185], "happen": [43, 87, 124, 151, 157, 185], "configprotobyt": [43, 61, 62, 63, 87, 96, 109, 111, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "configproto": [43, 61, 62, 63, 87, 96, 109, 111, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "serial": [43, 61, 62, 63, 87, 96, 109, 111, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "byte": [43, 61, 62, 63, 87, 96, 109, 111, 124, 139, 140, 144, 146, 150, 151, 157, 173, 174, 178, 180, 184, 185], "config_proto": [43, 124, 157], "serializetostr": [43, 124, 157], "validationsplit": [43, 80, 87, 124, 140, 151, 157, 174, 185], "proport": [43, 87, 124, 140, 151, 157, 174, 185, 196, 197, 198], "against": [43, 49, 87, 124, 140, 151, 157, 174, 185, 188, 197], "testdataset": [43, 87, 124, 151, 157, 185], "statist": [43, 87, 124, 151, 157, 185], "dure": [43, 66, 69, 73, 87, 100, 124, 140, 151, 157, 174, 185, 197, 198, 200], "includeconfid": [43, 87, 124, 151, 157, 185], "confid": [43, 47, 51, 52, 54, 58, 59, 80, 83, 87, 89, 90, 97, 102, 105, 124, 130, 131, 137, 148, 151, 153, 157, 163, 164, 170, 181, 185, 186, 193], "metadata": [43, 44, 48, 49, 50, 64, 66, 73, 77, 83, 86, 87, 90, 91, 99, 100, 101, 102, 107, 112, 124, 136, 151, 153, 157, 169, 185, 186], "enableoutputlog": [43, 87, 124, 140, 151, 157, 174, 185], "outputlogspath": [43, 80, 87, 124, 140, 151, 157, 174, 185], "won": [43, 80, 87, 99, 124, 140, 151, 157, 174, 185], "level": [43, 47, 49, 51, 64, 87, 124, 140, 151, 157, 174, 185, 202], "scopewindow": [43, 124, 157], "window": [43, 82, 87, 124, 151, 155, 157, 185], "express": [43, 47, 51, 66, 124, 126, 157, 159], "document_assembl": [43, 44, 45, 48, 56, 57, 88, 90, 91, 96, 111, 124, 141, 144, 146, 153, 157, 175, 178, 180, 186, 206], "doc2chunk": [43, 67, 74, 91, 106, 127, 160], "setchunkcol": [43, 45, 74, 88, 106, 124, 127, 157, 160], "setstartcolbytokenindex": [43, 74], "setfailonmiss": [43, 74], "setlowercas": [43, 52, 74, 92], "wordembeddingsmodel": [43, 45, 49, 52, 54, 66, 67, 69, 71, 73, 76, 77, 83, 86, 87, 88, 89, 97, 99, 100, 101, 102, 124, 126, 131, 136, 148, 151, 157, 159, 164, 169, 181, 185], "embeddings_clin": [43, 45, 49, 52, 54, 66, 67, 69, 71, 77, 83, 86, 88, 89, 97, 99, 100, 101, 102, 124, 126, 131, 136, 148, 157, 159, 164, 169, 181], "en": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 67, 69, 71, 73, 76, 77, 80, 83, 86, 87, 88, 89, 90, 96, 97, 99, 100, 101, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 148, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 181, 184, 185, 186, 208], "setcasesensit": [43, 45, 47, 56, 57, 61, 62, 63, 64, 88, 100, 105, 107, 124, 133, 139, 141, 150, 157, 166, 173, 175, 184], "012": [43, 124, 157], "015": [43, 124, 157], "setscopewindow": [43, 124, 157], "assertionpipelin": [43, 45, 47, 124, 133, 157, 166], "srt": [43, 113], "setgraphfil": [43, 87, 113], "setconfigprotobyt": [43, 61, 62, 63, 87, 96, 109, 111], "conf": [43, 87], "contai": 43, "colnam": 43, "start_col": 43, "end_col": [43, 99], "float": [43, 49, 56, 57, 66, 73, 76, 77, 79, 80, 83, 87, 89, 90, 99, 100, 105, 140, 174, 192, 193, 196, 197, 198, 203, 213], "maximum": [43, 56, 57, 87, 94, 96, 100, 101, 105, 109, 111, 113, 140, 141, 144, 146, 151, 174, 175, 178, 180, 185], "settestdataset": 43, "read_a": [43, 51, 64, 66, 83, 89], "reada": [43, 51, 64, 66, 83, 89], "waht": 43, "left": [43, 99, 100, 101, 136, 169], "right": [43, 49, 76, 99, 100, 101, 136, 169], "dl": 43, "approach": [43, 49, 52, 54, 97, 117, 124, 130, 131, 148, 157, 163, 164, 181], "targetnerlabel": [43, 45, 124, 157], "common": [43, 47, 51, 52, 54, 56, 57, 64, 66, 69, 74, 76, 77, 79, 80, 83, 86, 87, 89, 91, 97, 99, 100, 105, 106, 124, 126, 127, 131, 133, 136, 141, 148, 151, 155, 157, 159, 160, 164, 166, 169, 175, 181, 185], "fever": [43, 47, 124, 157], "sore": [43, 47, 124, 157], "throat": [43, 47, 124, 157], "stomach": [43, 47, 51, 124, 157], "pain": [43, 47, 51, 105, 124, 157], "she": [43, 124, 157, 202], "maintain": [43, 124, 157], "epidur": [43, 47, 124, 157], "pca": [43, 47, 124, 157], "sentencedetector": [43, 44, 45, 47, 48, 49, 50, 51, 52, 54, 64, 66, 69, 73, 76, 77, 83, 86, 87, 88, 89, 90, 97, 101, 102, 105, 107, 124, 126, 131, 133, 140, 148, 151, 157, 159, 164, 166, 174, 181, 185], "medicalnermodel": [43, 49, 52, 54, 66, 67, 69, 71, 77, 83, 86, 87, 88, 89, 97, 99, 100, 101, 102, 124, 126, 131, 136, 148, 151, 157, 159, 164, 169, 181, 185], "ner_clin": [43, 87, 101, 102, 124, 151, 157, 185], "nerconvert": [43, 47, 49, 66, 67, 69, 73, 76, 83, 86, 89, 99, 100, 101, 102, 124, 126, 136, 157, 159, 169], "ner_chunk": [43, 47, 49, 52, 54, 66, 67, 69, 71, 73, 76, 77, 82, 85, 86, 89, 97, 99, 100, 101, 102, 124, 126, 131, 136, 148, 157, 159, 164, 169, 181, 196, 197, 208, 214], "clinicalassert": [43, 47, 124, 157], "selectexpr": [43, 44, 47, 49, 51, 52, 54, 64, 70, 73, 74, 76, 77, 83, 86, 90, 91, 92, 99, 100, 101, 102, 106, 124, 127, 131, 136, 140, 153, 157, 160, 164, 169, 174, 186], "truncat": [43, 44, 47, 49, 51, 52, 54, 61, 62, 63, 64, 66, 67, 69, 70, 74, 76, 77, 90, 92, 96, 97, 99, 100, 101, 102, 106, 111, 124, 126, 127, 131, 136, 139, 140, 144, 146, 148, 150, 153, 157, 159, 160, 164, 169, 173, 174, 178, 180, 181, 184, 186], "bytearrai": 43, "lang": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199], "remote_loc": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199], "download": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199, 204, 205], "load": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 97, 100, 102, 105, 110, 111, 126, 130, 131, 136, 137, 139, 140, 144, 145, 146, 148, 150, 151, 153, 159, 163, 164, 169, 170, 173, 174, 178, 179, 180, 181, 184, 185, 186, 188, 199, 202], "remot": [43, 45, 49, 52, 54, 56, 57, 58, 59, 61, 62, 63, 66, 69, 73, 76, 77, 80, 83, 87, 90, 96, 99, 100, 102, 105, 110, 111, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 144, 145, 146, 150, 151, 153, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 178, 179, 180, 184, 185, 186, 199], "resourc": [43, 45, 48, 49, 50, 56, 57, 58, 59, 66, 69, 73, 76, 77, 79, 80, 83, 87, 89, 96, 105, 107, 110, 111, 140, 144, 145, 146, 151, 174, 178, 179, 180, 185, 199], "Will": [43, 45, 49, 56, 57, 58, 59, 66, 69, 73, 76, 77, 80, 83, 96, 105, 110, 111, 144, 145, 146, 178, 179, 180, 185], "repositori": [43, 45, 49, 56, 57, 58, 59, 66, 69, 73, 76, 77, 80, 83, 96, 105, 110, 111, 144, 145, 146, 178, 179, 180, 185], "assertionchunkconvert": 44, "some": [44, 66, 69, 77, 87, 126, 151, 159, 185], "issu": [44, 88, 192, 193], "indic": [44, 49, 80, 83, 96], "robust": [44, 155, 190], "wai": [44, 49], "reliabl": 44, "chunktextcol": 44, "chunkbegincol": 44, "chunkendcol": 44, "outputtokenbegincol": 44, "outputtokenendcol": 44, "convert": [44, 48, 74, 89, 92, 106, 107, 127, 160, 192, 196, 197, 201], "setchunktextcol": 44, "setchunkbegincol": 44, "char_begin": 44, "setchunkendcol": 44, "char_end": 44, "setoutputtokenbegincol": 44, "token_begin": 44, "setoutputtokenendcol": 44, "token_end": 44, "minni": 44, "57": 44, "63": [44, 83, 86, 89], "62": [44, 69, 71], "pcp": [44, 66, 70, 126, 159], "31": [44, 48, 101, 202], "34": [44, 202], "33": 44, "inputcol": [44, 61, 63, 79, 113, 122, 140, 174], "outputcol": [44, 79, 122, 214], "col": [44, 48, 51, 64, 70, 73, 99, 105, 133, 166], "setparam": [44, 67, 74, 79, 106, 118], "assertionlogregapproach": 45, "regress": [45, 56, 57, 58, 61, 63, 139, 141, 173, 175], "done": [45, 87, 140, 151, 174, 185, 197], "assertionlogregmodel": [45, 124, 157], "maxit": [45, 56, 57, 141, 175], "regparam": 45, "enetparam": 45, "elast": 45, "beforeparam": 45, "context": [45, 49, 76, 82, 96, 111, 144, 146, 155, 178, 180, 196, 197], "afterparam": 45, "externalfeatur": 45, "nercol": 45, "sentence_detector": [45, 48, 52, 54, 77, 88, 90, 97, 124, 131, 148, 153, 157, 164, 181, 186, 206], "chunker": [45, 82, 88, 124, 155, 157], "Then": [45, 73, 87, 99, 105, 140, 151, 174, 185], "setreg": 45, "setbefor": 45, "setaft": 45, "13": [45, 66, 70, 91, 92, 126, 159, 202], "labelcol": [45, 56, 57, 105, 133, 141, 166, 175], "setmaxit": [45, 56, 57], "lamda": 45, "setenet": 45, "enet": 45, "setnercol": 45, "settargetnerlabel": 45, "logreg": [45, 56, 57, 141, 175], "logarithm": [45, 56, 57, 141, 175], "obtain": [45, 49, 71, 102, 124, 137, 151, 157, 170, 185, 198], "assertionpretrain": 45, "assertiondl": [46, 82, 125, 129, 158, 162], "assertion_chunk_convert": [46, 82], "assertion_dl_reg": [46, 82], "assertionfilter": 47, "come": [47, 49, 51, 83, 105, 133, 166], "criteria": [47, 51, 53, 83], "isin": [47, 51, 83], "whitelist": [47, 51, 83, 89], "ignor": [47, 51, 61, 63, 66, 83, 89, 94, 96, 105, 109, 111, 126, 139, 144, 146, 150, 159, 173, 178, 180, 184, 196], "what": [47, 51, 83, 90, 92, 99, 105, 153, 186], "entitiesconfid": [47, 51, 83], "setcriteria": [47, 51, 83], "setwhitelist": [47, 51, 73, 83, 89], "chunksfilt": 47, "casesensit": [47, 61, 63, 64, 139, 150, 173, 184], "definit": [47, 90, 102, 137, 153, 170, 186], "setregex": [47, 51, 83], "llist": 47, "dash": [47, 51, 99, 101], "chunkconvert": 48, "regexmatch": [48, 50, 64, 107], "test_data": [48, 107, 197, 202], "my": [48, 90, 140, 153, 174, 186], "rule": [48, 64, 87, 188], "ceremoni": 48, "regex_match": 48, "setexternalrul": [48, 50, 107], "src": [48, 50, 87, 107, 140, 151, 174, 185], "matcher": [48, 107], "txt": [48, 50, 66, 69, 71, 107, 126, 159, 196, 197], "delimit": [48, 83, 89], "outdf": 48, "71": 48, "80": [48, 208], "chunkkeyphraseextract": 49, "kei": [49, 50, 52, 90, 97, 102, 107, 112, 137, 153, 155, 170, 186, 188, 192, 193, 198, 200, 216], "phrase": [49, 88, 96, 144, 178], "bertsentenceembed": [49, 76, 77, 105, 107, 133, 166], "cosin": [49, 105, 133, 166], "represent": [49, 64, 76, 77, 89], "maxim": [49, 77, 99], "margin": [49, 194], "mmr": 49, "setdiverg": 49, "selectmostdiffer": 49, "other": [49, 52, 54, 61, 62, 63, 67, 69, 77, 83, 87, 90, 99, 100, 101, 102, 105, 124, 126, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 156, 157, 159, 163, 164, 166, 169, 170, 173, 174, 175, 184, 186, 196, 197, 200], "too": [49, 87, 151, 185], "broader": 49, "thei": [49, 59, 77, 87, 151, 185, 200], "belong": 49, "understand": 49, "variou": [49, 96, 144, 178], "ngramgener": 49, "rank": 49, "gram": 49, "yakekeywordextractor": 49, "yake": 49, "textmatch": 49, "desir": [49, 83, 101, 196], "latter": 49, "topn": [49, 73], "out": [49, 87, 92, 94, 105, 109, 140, 151, 174, 185], "conjunct": 49, "diverg": 49, "aim": [49, 96, 144, 178], "goal": 49, "within": [49, 74, 77, 106, 127, 160], "interv": 49, "higher": [49, 193], "enforc": 49, "ensur": 49, "sole": 49, "constraint": [49, 202], "documentlevelprocess": 49, "row": [49, 50, 202], "rather": [49, 87, 96, 144, 178], "particular": [49, 77, 102, 105, 133, 137, 166, 170], "concatenatesent": 49, "averag": [49, 61, 63, 75, 76, 77], "droppunctu": 49, "punctuat": [49, 92, 196, 197], "ner_tagg": [49, 102], "ner_jsl_slim": 49, "ner_tag": [49, 99, 100, 101, 102, 136, 169], "ner_convert": [49, 52, 54, 67, 73, 77, 89, 97, 102, 131, 148, 164, 181], "key_phrase_extractor": 49, "settopn": 49, "setdocumentlevelprocess": 49, "ner_chunk_key_phras": 49, "her": [49, 76, 90, 153, 186], "becom": [49, 76], "last": [49, 76, 87, 96, 105, 151, 185, 197], "year": [49, 66, 70, 76, 83, 86, 89, 91, 126, 154, 159], "he": [49, 69, 76], "complain": [49, 76], "swell": [49, 76], "hi": [49, 76, 90, 153, 186], "forearm": [49, 76], "explod": [49, 51, 52, 54, 64, 70, 73, 76, 77, 83, 86, 90, 92, 99, 100, 101, 102, 131, 136, 140, 153, 164, 169, 174, 186, 188], "AS": [49, 52, 54, 76, 77, 90, 131, 153, 164, 186], "key_phras": 49, "documentsimilar": 49, "mmrscore": 49, "gestat": 49, "mellitu": 49, "28": [49, 202], "old": [49, 66, 70, 83, 86, 87, 89, 99, 100, 126, 151, 159, 185], "7391447825527298": 49, "4366776288430703": 49, "7323921930094919": 49, "44348688715422274": 49, "13577881610104517": 49, "085800103824974": 49, "setselectmostdiffer": 49, "highest": [49, 80, 83, 94, 96, 109, 111, 144, 146, 178, 180], "setconcatenatesent": 49, "them": [49, 61, 62, 63, 76, 77, 80, 87, 100, 101, 105, 139, 150, 151, 173, 184, 185], "setdroppunctu": 49, "sbert_jsl_medium_uncas": 49, "chunksentencesplitt": 50, "documento": 50, "header": [50, 79, 140, 174, 194, 202], "title_regex": 50, "paragraph": 50, "groupbysent": 50, "insertchunk": 50, "defaultent": 50, "setgroupbysent": 50, "assum": [50, 77, 198], "detector": [50, 196, 197, 206], "setinsertchunk": 50, "insert": 50, "setdefaultent": 50, "chunkfiltererapproach": 51, "chunkfiltererapproachmodel": 51, "blacklist": [51, 66, 83, 89, 126, 159], "filtervalu": [51, 83], "attribut": [51, 71], "confidencethreshold": [51, 214], "past": 51, "histori": 51, "gastroenter": 51, "docassembl": 51, "postagg": [51, 99, 100, 136, 169], "perceptronmodel": [51, 77, 99, 100, 101, 102, 136, 169, 206], "setregexpars": [51, 88], "chunkerfilt": 51, "chunksfilterapproach": 51, "entitiesconfidenceresourc": [51, 83], "setblacklist": [51, 66, 83, 89], "creteria": 51, "setfilterent": 51, "filter_bi": 51, "filterent": 51, "setentitiesconfidenceresourc": [51, 83], "binari": [51, 89, 102, 105, 137, 170], "chunkfilter": 51, "17": [51, 83, 86, 202], "22": [51, 52, 54, 91, 97, 130, 131, 148, 154, 163, 164, 181, 202], "36": 51, "42": [51, 202], "53": 51, "81": [51, 101, 202], "110": [51, 83, 86], "now": 51, "care": [51, 101], "118": 51, "132": 51, "black": [51, 89, 194, 214, 215], "chunkmapperfuzzymatchingparam": 52, "enabletokenfingerprintmatch": 52, "enablecharfingerprintmatch": 52, "enablefuzzymatch": 52, "maxtokenngramfingerprint": 52, "mintokenngramfingerprint": 52, "maxtokenngramdroppingtoken": 52, "maxtokenngramdroppingcharsratio": 52, "maxtokenngramdroppingoper": 52, "maxcharngramfingerprint": 52, "mincharngramfingerprint": 52, "fuzzymatchingdist": 52, "fuzzymatchingdistancethreshold": 52, "fuzzydistancescalingmod": 52, "setenabletokenfingerprintmatch": 52, "etfm": [52, 119], "setenablecharfingerprintmatch": 52, "ecfm": 52, "setenablefuzzymatch": 52, "efm": 52, "setmaxtokenngramfingerprint": 52, "mxtnf": 52, "setmintokenngramfingerprint": 52, "mntnf": 52, "setmaxtokenngramdroppingtoken": 52, "etd": 52, "setmaxtokenngramdroppingcharsratio": 52, "setmaxtokenngramdroppingoper": 52, "setmaxcharngramfingerprint": 52, "setmincharngramfingerprint": 52, "setfuzzymatchingdist": 52, "fmd": 52, "setfuzzymatchingdistancethreshold": 52, "fmdth": 52, "setfuzzydistancescalingmod": 52, "fdsm": 52, "commonchunkmapperparam": 52, "allowmultitokenchunk": 52, "multivaluesrel": 52, "lowercas": [52, 54, 74, 92, 97, 106, 127, 130, 131, 148, 160, 163, 164, 181, 196, 197], "setallowmultitokenchunk": 52, "mc": 52, "skip": [52, 66], "multitoken": 52, "decid": [52, 54, 97, 130, 131, 148, 163, 164, 181], "send": 52, "setmultivaluesrel": 52, "setrel": [52, 54, 97, 131, 148, 164, 181], "lc": [52, 97], "chunkmapperapproach": [52, 97, 130, 148, 163, 181], "mapper": [52, 54, 97, 130, 131, 148, 163, 164, 181], "jsondictionari": [52, 54, 97, 130, 131, 148, 163, 164, 181], "chunkmappermodel": [52, 97, 130, 148, 163, 181], "label_depend": [52, 53, 54, 97, 104, 130, 131, 148, 163, 164, 181], "mappinmg": [52, 54, 97, 130, 131, 148, 163, 164, 181], "go": [52, 54, 97, 130, 131, 148, 163, 164, 181, 193], "ner_posology_larg": [52, 54, 77, 97, 131, 148, 164, 181], "nerconverterintern": [52, 54, 71, 77, 89, 97, 131, 148, 164, 181, 202], "chunkermapperapproach": [52, 54, 97, 131, 148, 164, 181], "setdictionari": [52, 54, 64, 97, 131, 148, 164, 181], "home": [52, 54, 97, 131, 148, 164, 181], "mappings2": [52, 54, 97, 131, 148, 164, 181], "action": [52, 54, 97, 130, 131, 148, 163, 164, 181], "sampledata": [52, 54, 77, 97, 131, 148, 164, 181], "warfarina": [52, 54, 97, 130, 131, 148, 163, 164, 181], "lusa": [52, 54, 97, 130, 131, 148, 163, 164, 181], "amlodipin": [52, 54, 97, 130, 131, 148, 163, 164, 181], "mg": [52, 54, 77, 97, 130, 131, 148, 163, 164, 181], "35": [52, 54, 97, 101, 130, 131, 148, 163, 164, 181], "analges": [52, 54, 97, 130, 131, 148, 163, 164, 181], "56995": [52, 54, 97, 130, 131, 148, 163, 164, 181], "all_rel": [52, 54, 97, 130, 131, 148, 163, 164, 181], "antipyret": [52, 54, 97, 130, 131, 148, 163, 164, 181], "41": [52, 54, 97, 101, 130, 131, 148, 163, 164, 181], "9989": [52, 54, 97, 130, 131, 148, 163, 164, 181], "55": [52, 54, 97, 130, 131, 148, 163, 164, 181], "56": [52, 54, 97, 130, 131, 148, 163, 164, 181], "9123": [52, 54, 97, 130, 131, 148, 163, 164, 181], "bow": [52, 54, 73, 131, 164], "drug_chunk_embed": [52, 54, 77, 131, 164], "drug_chunk": [52, 54, 77, 131, 164], "drug_embed": [52, 54, 77, 131, 164], "cach": [52, 54, 77, 79, 83, 96, 110, 111, 131, 133, 144, 145, 164, 166, 178, 179, 204], "open": [52, 54, 61, 62, 63, 74, 87, 89, 90, 99, 100, 102, 106, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 184, 186], "chunkmapperfilter": 53, "chunkmapp": [53, 55, 82, 129, 132, 162, 165], "successfulli": 53, "returncriteria": 53, "success": 53, "fail": [53, 74, 79, 106, 127, 160], "chunkmapperfilterermodel": 53, "setreturncriteria": 53, "return_criteria": 53, "itself": [53, 83], "docmapperapproach": [54, 131, 164], "docmappermodel": [54, 131, 164], "assertion_filter": [55, 82], "chunk_convert": [55, 82], "chunk_key_phrase_extract": [55, 82], "chunk_sentence_splitt": [55, 82], "chunker_filter": [55, 82], "chunkmapper_filter": [55, 82], "docmapp": [55, 82, 129, 132, 162, 165], "documentlogregclassifierapproach": 56, "classifi": [56, 57, 80, 99, 100, 136, 140, 141, 169, 174, 175, 188], "tol": [56, 57, 141, 175], "converg": [56, 57, 141, 175], "toler": [56, 57, 141, 175], "fitintercept": [56, 57, 141, 175], "intercept": [56, 57, 141, 175], "vectorizationmodelpath": [56, 57, 141, 175], "been": [56, 57, 66, 141, 175], "classificationmodelpath": [56, 57, 141, 175], "could": [56, 57, 64, 73, 140, 141, 174, 175], "like": [56, 57, 64, 66, 126, 140, 141, 159, 174, 175], "stopwords_clean": [56, 57, 141, 175], "stopwordsclean": [56, 57, 141, 175], "cleantoken": [56, 57, 141, 175], "stemmer": [56, 57, 141, 175], "stem": [56, 57, 99, 100, 101, 136, 141, 169, 175], "clf_model": [56, 57, 80, 141, 175], "settol": [56, 57], "dist": [56, 57, 105], "setfitintercept": [56, 57], "setvectorizationmodelpath": [56, 57], "setclassificationmodelpath": [56, 57], "setlabel": [56, 57], "documentlogregclassifiermodel": 56, "mergechunk": [56, 57, 141, 175], "vectorizationmodel": [56, 57, 141, 175], "classificationmodel": [56, 57, 141, 175], "setmergechunk": [56, 57], "setvectorizationmodel": [56, 57], "setclassificationmodel": [56, 57], "documentmlclassifierparam": 57, "mintokenngram": [57, 141, 175], "maxtokenngram": [57, 141, 175], "documentmlclassifierapproach": [57, 141, 175], "classificationmodelclass": [57, 141, 175], "sparkml": [57, 141, 175], "svm": [57, 59, 141, 175], "ngram": [57, 141, 175], "min": [57, 141, 175, 194], "setclassificationmodelclass": 57, "setmintokenngram": 57, "minimum": [57, 66, 87, 126, 151, 159, 185, 192], "setmaxtokenngram": 57, "documentmlclassifiermodel": 57, "genericlogregclassifierapproach": 58, "genericlogregclassifi": 58, "multinomi": 58, "logist": [58, 59], "featurevector": [58, 59], "vari": [58, 59], "genericlogregclassifiermodel": 58, "genericsvmclassifierapproach": 59, "svmclassifi": 59, "standard": [59, 92, 112], "genericsvmclassifiermodel": 59, "document_log_classifi": [60, 82], "document_ml_classifi": [60, 82], "generic_log_reg_classifi": [60, 82], "generic_svm_classifi": [60, 82], "medical_bert_for_sequence_classif": [60, 82], "medical_bert_for_token_classifi": [60, 82], "medical_distilbert_for_sequence_classif": [60, 82], "medicalbertforsequenceclassif": [61, 63], "medicalbertfortokenclassifi": [61, 62], "head": [61, 62, 63, 87, 139, 150, 151, 173, 184, 185], "pool": [61, 63, 139, 173], "companion": [61, 62, 63, 87, 123, 139, 140, 150, 151, 173, 174, 184, 185, 202], "huggingfac": [61, 62, 63, 139, 150, 173, 184], "maxsentencelength": [61, 62, 63, 139, 150, 173, 184], "tokenclassifi": [61, 62, 139, 150, 173, 184], "felt": [61, 63, 139, 173], "drowsi": [61, 63, 139, 173], "had": [61, 63, 73, 139, 173], "blur": [61, 63, 139, 173], "vision": [61, 63, 139, 173], "aspirin": [61, 63, 92, 139, 173], "coalescesent": [61, 63], "setmaxsentencelength": [61, 62, 63, 107], "getclass": [61, 62, 63, 90, 99, 100, 102], "setcoalescesent": [61, 63], "probabl": [61, 63, 94, 96, 109, 111, 144, 146, 178, 180, 193], "due": [61, 63], "limit": [61, 63, 66, 73, 99], "almost": [61, 63], "512": [61, 63], "help": [61, 63, 66, 105, 126, 159, 200], "loadsavedmodel": [61, 62, 63, 87, 96, 100, 102, 110, 111, 136, 137, 139, 144, 145, 146, 150, 151, 169, 170, 173, 178, 179, 180, 184, 185], "spark_sess": [61, 62, 63, 87, 96, 100, 102, 110, 111, 136, 137, 139, 144, 145, 146, 150, 151, 169, 170, 173, 178, 179, 180, 184, 185], "loadsavedmodelopensourc": [61, 62, 63, 139, 150, 173, 184], "bertfortokenclassifierpath": [61, 62, 63, 139, 150, 173, 184], "tfmodelpath": [61, 62, 63, 139, 150, 173, 184], "bertfortokenclassifi": [61, 62, 63, 139, 150, 173, 184], "taht": [61, 62, 63, 139, 150, 173, 184], "bert_sequence_classifier_ad": [61, 139, 173], "bert_token_classifier_ner_bionlp": [62, 150, 184], "erba": [62, 150, 184], "ir": [62, 150, 184], "myb": [62, 150, 184], "viru": [62, 150, 184], "erythroid": [62, 150, 184], "infect": [62, 150, 184], "bone": [62, 150, 184], "marrow": [62, 150, 184], "blastoderm": [62, 150, 184], "cultur": [62, 150, 184], "tissue_structur": [62, 150, 184], "medicaldistilbertforsequenceclassif": 63, "distilbert": 63, "sequenceclassifi": 63, "distilbertforsequenceclassif": 63, "destilbertfortokenclassifierpath": 63, "distilbert_sequence_classifier_ad": 63, "contextualparserapproach": 64, "setjsonpath": 64, "along": 64, "addition": [64, 87, 151, 185], "unifi": 64, "jsonpath": 64, "prefixandsuffixmatch": 64, "prefix": [64, 73, 83, 87, 89, 151, 185, 216], "suffix": [64, 196], "hit": [64, 196, 197], "tsv": [64, 89], "optionalcontextrul": 64, "regardless": 64, "shortestcontextmatch": 64, "stop": [64, 87, 89, 109, 111, 151, 185, 199], "find": [64, 76, 102, 105, 121], "completecontextmatch": 64, "exact": 64, "parser": 64, "liver": 64, "metastas": 64, "pt1bn0m0": 64, "t5": 64, "primari": 64, "colon": 64, "contextualpars": [64, 83], "regex_token": [64, 206], "39": 64, "confidencevalu": 64, "00": [64, 202], "49": [64, 202], "148": 64, "156": 64, "ct4bcn2m1": 64, "189": 64, "194": 64, "n3m1": 64, "316": 64, "323": 64, "setprefixandsuffixmatch": 64, "setoptionalcontextrul": 64, "setshortestcontextmatch": 64, "setcompletecontextmatch": 64, "boundari": 64, "contextualparsermodel": 64, "mycontextualparsermodel": 64, "contextual_pars": [65, 82], "deidentificationmodel": [66, 71, 126, 159], "obfusc": [66, 67, 69, 70, 71, 83, 126, 159, 200, 208], "mask": [66, 126, 159, 208], "person": [66, 73, 89, 126, 159, 200], "These": [66, 102, 126, 137, 159, 170], "setregexpatternsdictionari": [66, 126, 159], "line": [66, 89, 126, 159, 202, 206], "regexpatternsdictionari": [66, 126, 159], "protect": [66, 126, 159], "mode": [66, 69, 80, 123, 124, 126, 157, 159, 200, 208], "anonim": [66, 126, 159], "obfuscated": [66, 126, 159], "dateformat": [66, 126, 159, 200], "obfuscatereffil": [66, 69, 126, 159, 200, 208], "reffileformat": [66, 69, 126, 159], "refsep": [66, 69, 126, 159], "sep": [66, 126, 159, 202], "reffil": [66, 69, 126, 159], "datetag": [66, 126, 159], "dai": [66, 67, 91, 126, 159, 200, 208], "displac": [66, 126, 159, 200], "integ": [66, 67, 87, 111, 126, 146, 159, 180, 185, 192, 193, 200], "60": [66, 126, 159, 200, 208], "datetoyear": [66, 126, 159], "minyear": [66, 126, 159], "pars": [66, 67, 126, 159, 202], "consistentobfusc": [66, 126, 159], "levenshtein": [66, 73, 126, 159], "distanc": [66, 73, 77, 99, 100, 101, 105, 126, 133, 159, 166], "sameentitythreshold": [66, 126, 159], "consid": [66, 73, 77, 94, 96, 100, 101, 105, 111, 126, 144, 146, 159, 178, 180, 216], "appear": [66, 76, 77, 126, 159], "9": [66, 99, 105, 126, 159, 202], "obfuscaterefsourc": [66, 69, 126, 159, 200], "doesnt": [66, 126, 159], "tha": [66, 126, 159], "obfuscatorreffil": [66, 126, 159], "faker": [66, 67, 69, 126, 159, 208], "randomli": [66, 87, 126, 151, 159, 185, 196, 197, 200], "regexoverrid": [66, 126, 159], "priorit": [66, 83, 126, 159], "With": [66, 69, 126, 159], "repli": [66, 69, 126, 159], "ouptut": [66, 126, 159], "ignoreregex": [66, 126, 159], "israndomdatedisplac": [66, 126, 159], "deidentificationparam": [66, 126, 159], "mappingscolumn": [66, 126, 159], "fake": [66, 126, 159], "returnentitymap": [66, 126, 159], "ssn": [66, 126, 159], "passport": [66, 126, 159], "dln": [66, 126, 159], "npi": [66, 126, 159], "c_card": [66, 126, 159], "iban": [66, 126, 159], "dea": [66, 126, 159], "maskingpolici": [66, 126, 159], "polici": [66, 92, 126, 159, 208], "same_length_char": [66, 126, 159], "compos": [66, 126, 159], "asterisk": [66, 126, 159], "surround": [66, 76, 126, 159], "squar": [66, 126, 159], "bracket": [66, 126, 159], "total": [66, 126, 159, 192], "smith": [66, 126, 159], "char": [66, 87, 126, 151, 159, 185], "jo": [66, 126, 159], "fixed_length_char": [66, 126, 159], "fix": [66, 126, 159, 192, 196, 198, 208], "samelengthformattedent": 66, "fax": [66, 200], "idnum": 66, "bioid": [66, 200], "medicalrecord": [66, 200], "zip": [66, 200], "vin": 66, "plate": 66, "selectiveobfuscationmodespath": 66, "setuseabbrevi": [66, 69, 126, 159], "clinical_sensitive_ent": [66, 69, 126, 159], "ner_deid_enrich": [66, 69, 126, 159], "ner_con": [66, 126, 159], "dei": [66, 70, 126, 159], "dic_regex_patterns_main_categori": [66, 126, 159], "setobfuscatereffil": [66, 69, 71, 126, 159], "obfuscate_fixed_ent": [66, 126, 159], "setreffileformat": [66, 69, 71, 126, 159], "setrefsep": [66, 69, 71, 126, 159], "setmod": [66, 67, 126, 159], "setdateformat": [66, 126, 159], "mm": [66, 79, 91, 126, 159, 200, 202], "dd": [66, 79, 91, 126, 159, 200], "yy": [66, 126, 159], "yyyi": [66, 79, 91, 126, 159, 200], "setobfuscated": [66, 67, 126, 159], "setdatetag": [66, 67, 126, 159], "setdai": [66, 126, 159], "setobfuscaterefsourc": [66, 67, 69, 126, 159], "7194334": [66, 70, 126, 159], "93": [66, 70, 126, 159], "oliveira": [66, 70, 126, 159], "record": [66, 70, 126, 159, 200], "2079": [66, 70, 126, 159], "09": [66, 70, 126, 159], "01010101": [66, 70, 126, 159], "18": [66, 70, 105, 111, 126, 146, 159, 180], "dr": [66, 69, 70, 71, 126, 159], "gregori": [66, 70, 126, 159], "hous": [66, 70, 126, 159], "14": [66, 67, 70, 126, 159], "fixedmasklength": [66, 126, 159], "zipcodetag": 66, "useshifdai": 66, "region": [66, 208], "unnormalizeddatemod": 66, "agerang": 66, "outputasdocu": 66, "getblacklist": 66, "setlanguag": [66, 67, 69], "english": [66, 69, 196, 197], "spanish": [66, 69], "wher": 66, "m": [66, 140, 174, 200], "setmaskingpolici": 66, "setfixedmasklength": 66, "f": [66, 69, 79, 122], "setzipcodetag": 66, "zipcod": 66, "auxiliari": [66, 105, 133, 166], "resolv": [66, 104, 105, 133, 166], "setdatetoyear": 66, "setminyear": 66, "setconsistentobfusc": 66, "setsameentitythreshold": 66, "setregexoverrid": 66, "setignoreregex": 66, "setse": [66, 67, 69], "setisrandomdatedisplac": 66, "setmappingscolumn": [66, 70], "setreturnentitymap": 66, "setuseshifdai": [66, 67], "shift": [66, 67, 208], "setregion": 66, "countri": [66, 200], "ountri": 66, "coud": 66, "setunnormalizeddatemod": 66, "setagerang": 66, "preserv": [66, 89], "setoutputasdocu": 66, "join": [66, 115, 192, 196], "setsamelengthformattedent": 66, "getsamelengthformattedent": 66, "setselectiveobfuscationmod": 66, "mask_same_length_char": 66, "minu": 66, "plu": 66, "mask_entity_label": 66, "mask_fixed_length_char": 66, "invok": 66, "intact": 66, "deidentifi": [66, 67, 70, 208], "accord": [66, 67, 83, 196, 208], "ictionari": [66, 126, 159], "regexent": [66, 126, 159], "keep": [66, 80, 87, 105, 109, 126, 133, 151, 159, 166, 185, 192, 197], "regexpatterndictionari": [66, 126, 159], "deidentify_larg": [66, 126, 159], "getregexent": 66, "documenthashcod": 67, "deidentif": [67, 68, 70, 82, 128, 129, 161, 162, 200, 208], "purpos": [67, 80, 196], "hash": [67, 208], "accordingli": 67, "patientidcolumn": 67, "dateshiftcolumn": 67, "newdateshift": 67, "rangedai": 67, "rang": [67, 87, 151, 185, 208], "patientid": 67, "a001": 67, "a003": 67, "chri": 67, "brown": [67, 214, 215], "discharg": 67, "02": [67, 91], "2022": [67, 154, 202], "04": [67, 91], "03": [67, 91, 101, 202], "moor": 67, "dateshift": [67, 208], "my_input_df": 67, "documenthash": [67, 208], "setdateshiftcolumn": 67, "clinical_n": [67, 71], "ner_deid_subentity_aug": 67, "de_identif": 67, "deid_text": 67, "pipeline_col": 67, "pipeline_col_model": 67, "ellend": 67, "manual": [67, 188], "errol": 67, "bang": 67, "ariel": 67, "null": [67, 202], "jean": 67, "cotton": 67, "2023": [67, 91], "setpatientidcolumn": 67, "predefin": [67, 77], "setnewdateshift": 67, "setrangedai": 67, "doccument_hashcod": [68, 82], "name_obfusc": [68, 82], "reidentif": [68, 82], "namechunkobfuscatorapproach": [69, 71], "namechunkobfusc": [69, 71], "seper": [69, 196, 208], "german": 69, "fr": 69, "french": 69, "ro": 69, "romanian": 69, "samelength": 69, "obfuscator_nam": 69, "replacer_nam": [69, 71], "obfuscated_nam": 69, "setusereplac": [69, 71], "davi": [69, 71], "admit": [69, 71], "seen": [69, 71], "attend": [69, 71], "physician": [69, 71], "lorand": [69, 71], "schedul": [69, 71], "emerg": [69, 71], "assess": [69, 71], "charlestin": 69, "loweri": 69, "setsamelength": 69, "mike": 69, "remain": 69, "reidentifi": 70, "py": [70, 71, 109, 110, 115, 117, 118, 143, 145, 177, 179], "frame": [70, 87, 151, 185, 202], "reideintif": 70, "protectedent": 70, "reid": 70, "redeideintif": 70, "datenorm": [71, 91], "usereplac": 71, "disabl": [71, 96, 144, 178, 202], "ner_deid_generic_aug": 71, "ner_converter_nam": 71, "names_test": 71, "obfuscated_document_nam": 71, "nlppipelin": [71, 73], "model_chunck_obfusc": 71, "sample_text": 71, "mr": 71, "lmodel": 71, "re": [71, 82, 155, 202], "print": [71, 121, 196, 199, 203, 213, 216], "fitzpatrick": 71, "bowman": 71, "acosta": 71, "getusereplac": 71, "ner_disambigu": [72, 82], "nerdisambigu": 73, "interest": 73, "compani": [73, 200], "kb": 73, "ne": 73, "mention": [73, 92], "surfac": 73, "instanti": [73, 87, 140, 151, 174, 185, 202], "embeddingtypeparam": 73, "numfirstchar": 73, "tokensearch": 73, "narrowwithapproximatematch": 73, "narrow": 73, "levenstein": 73, "levenshteindistancethresholdparam": 73, "nearmatchinggapparam": 73, "trim": 73, "candid": 73, "len": 73, "nearmatchinggap": 73, "predictionslimit": 73, "amount": [73, 193], "s3knowledgebasenam": 73, "contest": 73, "donald": 73, "trump": 73, "who": 73, "later": 73, "defeat": 73, "christina": 73, "aguilera": 73, "sentenceembed": [73, 140, 174], "nerdlmodel": [73, 76, 87, 151, 185], "sets3knowledgebasenam": 73, "setnumfirstchar": 73, "wikipedia": 73, "curid": 73, "4848272": 73, "31698421": 73, "55907961": 73, "144171": 73, "6636454": 73, "setembeddingtyp": 73, "settokensearch": 73, "setnarrowwithapproximatematch": 73, "setlevenshteindistancethresholdparam": 73, "setnearmatchinggapparam": 73, "setpredictionlimit": 73, "nerdisambiguatormodel": 73, "disambiguator_p": 73, "doc2chunkintern": 74, "chunkcol": [74, 106, 127, 160], "stringtyp": [74, 91, 106, 127, 160], "arraytyp": [74, 106, 127, 160], "setisarrai": [74, 106, 127, 160], "startcolbytokenindex": [74, 106, 127, 160], "prepend": [74, 106, 127, 160], "whitespac": [74, 106, 127, 160, 192, 196], "isarrai": [74, 106, 127, 160], "failonmiss": [74, 106, 127, 160], "job": [74, 106, 127, 160], "chunk2doc": [74, 106, 107, 127, 160], "chunkassembl": [74, 106, 127, 160], "advanc": [74, 106, 127, 160], "natur": [74, 102, 106, 127, 137, 160, 170], "annotatortyp": [74, 106, 127, 160], "miss": 74, "averageembed": [75, 76], "embded": 75, "bertsentencechunkembed": 76, "account": 76, "numer": [76, 79, 197], "chunkweight": 76, "prerequisit": [76, 87, 151, 185], "medicalnerdlmodel": [76, 87, 151, 185], "sbluebert_base_uncased_mli": 76, "sentence_chunk_embed": 76, "31995273": 76, "04710883": 76, "28973156": 76, "1294758": 76, "12481072": 76, "027161136": 76, "24613449": 76, "0949309": 76, "1825444": 76, "2252143": 76, "45139068": 76, "12400375": 76, "0075617577": 76, "90806055": 76, "12871636": 76, "setchunkweight": 76, "sent_small_bert_l2_768": 76, "entitychunkembed": 77, "One": [77, 196, 205], "look": 77, "tri": [77, 79], "criterion": [77, 87, 151, 185], "anoth": [77, 122], "syntact": [77, 99, 100, 101, 192], "relationship": [77, 102, 137, 170], "125": 77, "paracetamol": [77, 102], "metformin": 77, "target_ent": 77, "related_ent": 77, "notat": 77, "sbiobert_base_cased_mli": 77, "targetent": [77, 156], "insensit": 77, "entityweight": [77, 156], "3f": 77, "maxsyntacticdist": [77, 99, 101], "pos_clin": [77, 99, 100, 101, 102, 136, 169], "dependency_pars": [77, 101, 102], "dependencyparsermodel": [77, 99, 100, 101, 102, 136, 169], "dependency_conllu": [77, 99, 100, 101, 102, 136, 169], "setmaxsyntacticdist": [77, 99, 100, 101, 102, 136, 169], "settargetent": 77, "setentityweight": 77, "parient": 77, "coumadin": 77, "pill": 77, "sparkcontextfortest": 77, "267413": 77, "07614058": 77, "5620966": 77, "83838946": 77, "8911504": 77, "22319649": 77, "07094894": 77, "6885556": 77, "79176235": 77, "82672405": 77, "10939768": 77, "29242": 77, "3574444": 77, "3981813": 77, "79609615": 77, "weigh": 77, "related1": 77, "related2": 77, "average_embed": [78, 82], "bert_sentence_embed": [78, 82], "entity_chunk_embed": [78, 82], "featuresassembl": [79, 80], "anyth": 79, "cast": 79, "feature_vector": [79, 80, 211], "timestampformat": 79, "hh": 79, "ss": 79, "zz": 79, "test_jsl": 79, "relfeatur": 79, "withcolumn": 79, "array_column": 79, "words_in_ent1": [79, 202], "words_in_ent2": [79, 202], "features_asm1": 79, "words_between": [79, 202], "features_t": 79, "__data": 79, "labelcolumn": [80, 87, 113, 140, 151, 174, 185], "epochsn": 80, "proce": [80, 196], "dropou": 80, "lay": 80, "validaiton": 80, "fiximbal": 80, "whenther": 80, "balanc": 80, "trainig": 80, "featuresc": 80, "minmax": 80, "feature_1": 80, "feature_2": 80, "feature_n": 80, "graph_fil": [80, 99], "setmulticlass": 80, "label_column": 80, "drouptup": 80, "validation_split": 80, "mode_fil": 80, "fix_imbal": 80, "feature_sc": 80, "output_logs_path": 80, "deid": [82, 129, 138, 155, 162, 171], "disambigu": [82, 155, 211], "chunk_merg": [82, 84], "iob_tagg": [82, 85], "medical_n": [82, 85], "ner_converter_intern": [82, 85], "zero_shot_n": [82, 85, 149, 152, 182, 183], "date_norm": [82, 93], "drug_norm": [82, 93], "qa": [82, 111, 144, 146, 155, 178, 180], "gpt_generation_param": [82, 95], "medical_qa": [82, 95], "qa_ner_gener": [82, 95, 138, 147, 171, 176], "relation_extraction_dl": [82, 98, 134, 135, 167, 168], "relation_ner_chunk_filt": [82, 98], "zero_shot_relation_extract": [82, 98, 134, 135, 167, 168], "resolut": [82, 106, 129, 138, 155, 162, 171, 214], "resolver_merg": [82, 103], "sentence_entity_resolv": [82, 103, 129, 132, 162, 165], "seq2seq": [82, 155], "medical_encoder_decod": [82, 108], "medical_summar": [82, 108], "medical_text_gener": [82, 108], "windowed_sent": [82, 114], "annotation_merg": [82, 155], "doc2_chunk_intern": [82, 155], "feature_assembl": [82, 155], "resolution2_chunk": [82, 155], "router": [82, 155], "source_tracking_metadata_param": [82, 155], "tf_graph_build": [82, 155], "filteringparam": 83, "iob": [83, 86, 87, 89, 151, 185, 188, 196, 197, 202, 216], "setfiltervalu": 83, "mergecommonparam": 83, "mergeoverlap": 83, "setmergeoverlap": 83, "overlap": 83, "mergeprioritizationparam": 83, "orderingfeatur": 83, "selectionstrategi": 83, "defaultconfid": 83, "chunkpreced": 83, "chunkprecedencevaluepriorit": 83, "setorderingfeatur": 83, "chunkbegin": 83, "chunklength": 83, "chunkconfid": 83, "setselectionstrategi": 83, "diverselong": 83, "setdefaultconfid": 83, "setchunkpreced": 83, "comma": [83, 87, 89, 151, 185], "drive": 83, "togeth": [83, 115], "setchunkprecedencevaluepriorit": 83, "mergeresourceparam": 83, "falsepositivesresourc": 83, "replacedictresourc": [83, 89], "setfalsepositivesresourc": 83, "posit": [83, 87, 89, 99, 101, 111, 146, 180, 185, 202], "setreplacedictresourc": [83, 89], "chunkmergeapproach": 83, "merger": 83, "certain": [83, 88], "decis": 83, "kept": 83, "preced": 83, "proccess": [83, 89], "man": [83, 86, 89], "hospit": [83, 86, 89, 200], "emb": [83, 86], "ner_jsl": [83, 86, 89], "jsl_ner": [83, 89], "jsl_ner_chunk": 83, "ner_bionlp": 83, "bionlp_ner": 83, "bionlp_ner_chunk": 83, "merged_chunk": 83, "19": [83, 86, 111, 146, 180, 202], "72": [83, 86], "98": [83, 86], "107": [83, 86], "cellul": [83, 86], "diagnosi": [83, 86], "119": [83, 86], "pneumonia": [83, 86], "chunkmergemodel": 83, "chunkmergeraproach": 83, "iobtagg": 86, "bioe": 86, "iobtaggermodel": 86, "setschem": 86, "bilstm": [87, 151, 185], "art": [87, 140, 151, 174, 185], "2003": [87, 151, 185], "chosen": [87, 151, 185, 197], "bertembed": [87, 105, 133, 151, 166, 185], "minepoch": [87, 151, 185], "maxepoch": [87, 140, 151, 174, 185], "randomse": [87, 109, 111, 140, 146, 151, 174, 180, 185], "reproduc": [87, 111, 146, 180, 185], "decai": [87, 151, 185], "coeffici": [87, 140, 151, 174, 185], "005": [87, 140, 151, 174, 185], "adequ": [87, 151, 185], "blstn_": [87, 151, 185], "embedding_dim": [87, 151, 185], "exactli": [87, 151, 185, 196], "greater": [87, 105, 151, 185], "satisfi": [87, 151, 185], "ill": [87, 151, 185], "occur": [87, 151, 185, 200], "usecontrib": [87, 151, 185], "Not": [87, 151, 185], "might": [87, 151, 185], "slightli": [87, 151, 185], "choos": [87, 124, 140, 151, 157, 174, 185], "hold": [87, 99, 151, 185], "evaluationlogextend": [87, 124, 151, 157, 185], "parquet": [87, 151, 185], "includeallconfidencescor": [87, 151, 185], "slow": [87, 151, 185], "down": [87, 151, 185], "speed": 87, "stdout": [87, 140, 151, 174, 185], "enablememoryoptim": [87, 151, 185], "practic": [87, 151, 185], "slower": [87, 151, 185], "evei": [87, 151, 185], "bach": [87, 151, 185], "tagsmap": [87, 151, 185], "oldtag": [87, 151, 185], "newtag": [87, 151, 185], "vip": [87, 151, 185], "overrideexistingtag": 87, "earlystoppingpati": [87, 151, 185], "wait": [87, 151, 185], "earli": [87, 151, 185], "earlystoppingcriterion": [87, 151, 185], "soon": [87, 151, 185], "met": [87, 151, 185], "patienc": [87, 151, 185], "f1": [87, 151, 185, 198, 203, 213, 216], "socr": [87, 151, 185], "prioriti": [87, 112, 151, 185], "infin": [87, 151, 185], "pretrainedmodelpath": [87, 99, 105, 133, 151, 166, 185], "point": [87, 99, 105, 133, 151, 166, 185], "logprefix": [87, 151, 185], "append": [87, 102, 137, 151, 170, 185], "usebestmodel": [87, 151, 185], "overrid": [87, 99, 105, 133, 166], "thu": [87, 151, 185, 188], "trainingdata": [87, 151, 185], "readdataset": [87, 151, 185, 202], "conll2003": [87, 151, 185], "eng": [87, 151, 185, 202], "randomvalidationsplitperepoch": 87, "setusecontrib": 87, "setlr": [87, 140, 174], "setpo": 87, "rage": [87, 151], "setincludeallconfidencescor": 87, "setusebestmodel": 87, "across": 87, "setlogprefix": 87, "setpretrainedmodelpath": [87, 99, 105], "setoverrideexistingtag": [87, 151, 185], "settagsmap": 87, "setearlystoppingcriterion": 87, "setearlystoppingpati": 87, "termin": [87, 96], "setrandomvalidationsplitperepoch": 87, "nerdlapproach": [87, 113, 151, 185, 193], "wordembed": [87, 151, 185], "glove_100d": [87, 151, 185], "inferencebatchs": [87, 151, 185], "labelcas": [87, 151, 185], "upper": [87, 99, 100, 101, 136, 151, 169, 185, 196], "offici": [87, 151, 185], "ekeu": [87, 151, 185], "baghdad": [87, 151, 185], "trainingclassdistribut": 87, "setinferencebatchs": 87, "setlabelcas": 87, "gettrainingclassdistribut": 87, "nerchunk": [88, 99, 100, 136, 169], "neighbor": [88, 115], "dt": 88, "jj": 88, "ner_radiologi": 88, "imagingfind": 88, "bodypart": 88, "regexpars": 88, "commonnerconverterinternalparam": 89, "preserveposit": 89, "greedymod": 89, "contigu": 89, "ignorestopword": 89, "larger": 89, "loc": [89, 216], "setpreserveposit": 89, "preserve_posit": 89, "setgreedymod": 89, "greedy_mod": 89, "setthreshold": [89, 105, 133, 166], "setignorestopword": 89, "stopword": 89, "iob2": [89, 196, 197], "friendli": 89, "annotatorapproach": 89, "nerconverterinternalmodel": 89, "associ": [89, 101, 105], "outsid": 89, "replacelabel": 89, "substitut": 89, "replaced_ner_chunk": 89, "setreplacelabel": 89, "drug_brandnam": 89, "drug_frequ": 89, "drug_dosag": 89, "drug_strength": 89, "zeroshotnermodel": [90, 153, 186], "shot": [90, 102, 137, 153, 170, 186], "robertaforquestionansw": [90, 153, 186], "entitydefinit": [90, 153, 186], "question": [90, 96, 144, 153, 178, 186], "citi": [90, 107, 153, 186, 200], "town": [90, 153, 186], "predictionthreshold": [90, 99, 100, 102, 136, 137, 153, 169, 170, 186], "01f": [90, 153, 186], "ignoreent": [90, 153, 186], "setentitydefinit": [90, 153, 186], "clara": [90, 153, 186], "live": [90, 153, 186, 200], "york": [90, 153, 186], "hellen": [90, 153, 186], "pari": [90, 153, 186], "5328949": [90, 153, 186], "9360068": [90, 153, 186], "83294415": [90, 153, 186], "45366877": [90, 153, 186], "setpredictionthreshold": [90, 99, 100, 136, 169], "zero_shot_ner_roberta": [90, 153, 186], "els": 91, "anchordateyear": 91, "anchor": 91, "tomorrow": 91, "2021": [91, 101, 154], "anchordatemonth": 91, "month": 91, "januari": 91, "anchordatedai": 91, "08": 91, "12mar2021": 91, "jan": 91, "3april": 91, "2020": [91, 154], "mondai": [91, 140, 174], "todai": 91, "week": 91, "original_d": 91, "date_chunk": 91, "setanchordateyear": 91, "2000": 91, "setanchordatemonth": 91, "setanchordatedai": 91, "normalized_d": 91, "outputdateformat": 91, "defaultreplacementdai": 91, "defaultreplacementmonth": 91, "defaultreplacementyear": 91, "setoutputdateformat": 91, "setdefaultreplacementdai": 91, "setdefaultreplacementmonth": 91, "06": 91, "setdefaultreplacementyear": 91, "drugnorm": 92, "apac": 92, "discuss": 92, "blog": 92, "post": 92, "abbrevi": 92, "oral": 92, "sol": 92, "solut": 92, "million": [92, 111, 146, 180], "10000000": 92, "unt": 92, "sodium": 92, "chlorid": 92, "potassium": 92, "13bag": 92, "interferon": 92, "alfa": 92, "2b": 92, "injec": 92, "meq": 92, "document_norm": 92, "trainingpipelin": 92, "normalized_text": [92, 105, 133, 166], "bag": 92, "inject": 92, "setpolici": 92, "gptgenerationparam": 94, "maxcontextlength": [94, 96, 111, 144, 146, 178, 180], "dosampl": [94, 96, 109, 111, 144, 146, 178, 180], "topk": [94, 96, 109, 111, 144, 146, 178, 180], "ignoretokenid": [94, 96, 109, 111, 144, 146, 178, 180], "maxnewtoken": [94, 96, 109, 111, 144, 146, 178, 180], "setignoretokenid": [94, 109], "decod": [94, 96, 109, 111, 144, 146, 178, 180], "setmaxcontextlength": 94, "setdosampl": [94, 109], "greedi": [94, 96, 109, 111, 144, 146, 178, 180], "settopk": [94, 109], "vocabulari": [94, 96, 109, 111, 144, 146, 178, 180], "setmaxnewtoken": [94, 96, 109, 111, 144, 146, 178, 180], "medicalquestionansw": [96, 144, 178], "gpt": [96, 111, 144, 146, 178, 180], "answer": [96, 111, 144, 146, 178, 180], "span": [96, 144, 178], "capabl": [96, 144, 178], "ye": [96, 144, 178], "questiontyp": [96, 144, 178], "card": [96, 144, 178], "usecach": [96, 109, 111, 144, 178], "spare": [96, 144, 178], "studi": [96, 144, 178], "failur": [96, 105, 144, 178], "breast": [96, 144, 178], "cancer": [96, 102, 144, 178], "chest": [96, 144, 178], "wall": [96, 144, 178], "irradi": [96, 144, 178], "mastectomi": [96, 144, 178], "multidocumentassembl": [96, 144, 178], "document_quest": [96, 144, 178], "document_context": [96, 144, 178], "med_qa": [96, 144, 178], "medical_qa_biogpt": [96, 144, 178], "setquestiontyp": [96, 144, 178], "setusecach": [96, 111], "setquestionanswertermin": 96, "questiontermin": 96, "symbol": [96, 214], "setquestionprompt": 96, "questionprompt": 96, "prompt": [96, 111, 146, 180], "setquestionskiplasttoken": 96, "questionskiplasttoken": 96, "getquestiontyp": 96, "biogpt_pubmed_qa": [96, 110, 144, 145, 178, 179], "nerquestiongener": 97, "questionpronoun": 97, "strategytyp": 97, "questionmark": 97, "entities1": 97, "entities2": 97, "setquestionmark": 97, "setstrategytyp": 97, "setentities1": 97, "e1": 97, "setentities2": 97, "e2": 97, "setquestionpronoun": 97, "relationextractionmodel": [99, 100, 136, 169], "tensorflow_graph": 99, "relationdirectioncol": 99, "decript": 99, "fromentitybegincol": 99, "fromentityendcol": 99, "fromentitylabelcol": 99, "toentitybegincol": 99, "toentityendcol": 99, "toentitylabelcol": 99, "leftward": 99, "rightward": 99, "matter": 99, "symmetr": 99, "embedd": [99, 100, 136, 169], "postag": [99, 100, 136, 169], "ner_events_clin": [99, 100, 136, 169], "depencypars": [99, 100, 136, 169], "relations_t": 99, "target_rel": 99, "05": 99, "from_begin": 99, "from_end": 99, "from_label": 99, "to_begin": 99, "to_end": 99, "to_label": 99, "traindata": [99, 100, 136, 169], "customlabel": [99, 100, 156], "overrideexistinglabel": 99, "begin_col": 99, "label_col": [99, 123], "setcustomlabel": [99, 100], "setrelationdirectioncol": 99, "set\u043everrideexistinglabel": 99, "annotatormodel": 99, "relationpair": [99, 100, 101, 136, 169], "biomark": 99, "relativedai": 99, "relationpairscasesensit": [99, 101], "relationtypeperpair": 99, "caus": 99, "problem": [99, 101, 102, 137, 170, 202], "symtom": 99, "external_body_part_or_region": [99, 100, 101, 136, 169], "internal_organ_or_compon": [99, 100, 101, 136, 169], "re_model": [99, 100, 102, 136, 169], "re_bodypart_direct": 99, "setrelationpair": [99, 100, 101, 102, 136, 169], "mri": [99, 100, 101, 102, 136, 169], "demonstr": [99, 100, 101, 136, 169], "infarct": [99, 100, 101, 136, 169], "brain": [99, 100, 101, 136, 169], "cerebellum": [99, 100, 101, 136, 169], "basil": [99, 100, 101, 136, 169], "ganglia": [99, 100, 101, 136, 169], "chunk1": [99, 100, 136, 169, 202], "chunk2": [99, 100, 136, 169, 202], "far": [99, 101], "increas": [99, 101], "recal": [99, 203, 213, 216], "setrelationpairscasesensit": [99, 101], "setrelationtypeperpair": 99, "relationtypepair": 99, "getrelationtypeperpair": 99, "posologyremodel": 99, "genericremodel": 99, "relationextractiondlmodel": [100, 101, 136, 169], "contrast": [100, 136, 169], "re_ner_chunk_filt": [100, 101, 102, 136, 169], "renerchunksfilt": [100, 101, 102, 136, 137, 169, 170], "re_ner_chunk": [100, 101, 102, 136, 169], "redl_bodypart_direction_biobert": [100, 136, 169], "realtionpair": 101, "advers": 101, "reaction": 101, "realat": 101, "further": 101, "ner_clinical_en": 101, "html": 101, "analyz": 101, "awai": 101, "doclevelrel": 101, "words_embedd": [101, 102], "pos_tagg": [101, 102], "clinical_ner_tagg": 101, "jsl_ner_wip_greedy_clin": 101, "trained_pipelin": 101, "cre": 101, "re_chunk": 101, "paired_to": 101, "59": 101, "setdoclevelrel": [101, 102], "zeroshotrelationextractionmodel": [102, 137, 170], "util": [102, 137, 155, 170, 190, 191, 195, 200], "nli": [102, 137, 170], "statement": [102, 137, 170], "regard": [102, 137, 170], "relationalcategori": [102, 137, 156, 170], "hypothesi": [102, 137, 170], "templat": [102, 137, 170], "cure": [102, 137, 170], "5f": [102, 137, 170], "multilabel": [102, 137, 170], "categor": [102, 137, 170], "spark_sbert_zero_shot": 102, "setrelationalcategori": 102, "reveal": [102, 137, 170], "setmultilabel": 102, "allevi": 102, "headach": 102, "sick": 102, "9760039": [102, 137, 170], "98819494": [102, 137, 170], "9929625": [102, 137, 170], "zero_shot_r": 102, "resolvermerg": 104, "enit": 104, "sentenceresolverparam": 105, "famili": 105, "distancefunct": 105, "mover": 105, "wmd": 105, "euclidean": 105, "neighbour": 105, "knn": 105, "algorithmm": 105, "queri": 105, "tree": [105, 133, 166], "nearest": 105, "confidencefunct": 105, "invers": 105, "missasempti": 105, "unmatch": 105, "setdistancefunct": [105, 133, 166], "setneighbour": [105, 133, 166], "algorithmn": 105, "thre": 105, "setconfidencefunct": 105, "conf_funct": 105, "setmissasempti": 105, "sentenceentityresolverapproach": [105, 133, 166], "sentenceentityresolvermodel": [105, 133, 166], "standart": 105, "aux_label": 105, "better": 105, "overrideexistingcod": [105, 133, 166], "unwant": 105, "dropcodeslist": [105, 133, 166], "flavour": 105, "normalizedcol": [105, 133, 166], "returncosinedist": [105, 133, 166], "aux_label_col": [105, 133, 166], "useauxlabel": [105, 133, 166], "omit": [105, 133, 166], "conceptid": 105, "concept": 105, "snome": [105, 133, 166], "concept_nam": 105, "108367008": 105, "disloc": 105, "joint": 105, "3384011000036100": 105, "arthrotec": 105, "166717003": 105, "serum": 105, "creatinin": 105, "3877011000036101": 105, "lipitor": 105, "402234004": 105, "foot": 105, "eczema": 105, "36031001": 105, "burn": 105, "feet": 105, "76948002": 105, "42399005": 105, "renal": 105, "sent_biobert_pubmed_base_cas": [105, 133, 166], "data_pipelin": 105, "data_processing_model": 105, "prepared_data": 105, "bertextractor": [105, 133, 166], "bert_embed": [105, 133, 166], "setnormalizedcol": [105, 133, 166], "snomed_cod": [105, 133, 166], "euclidian": [105, 133, 166], "setuseauxlabel": 105, "setauxlabelcol": 105, "snomedmodel": [105, 133, 166], "auxlabel": [105, 133, 166], "setextractcosinedist": 105, "setoverrideexistingcod": 105, "setdropcodeslist": 105, "leav": 105, "ontologi": [105, 133, 166], "curat": [105, 133, 166], "rxnorm": [105, 133, 166], "searchtre": [105, 133, 166], "structfeature_hadoopfix": 105, "encapsul": 105, "serializablekdtre": 105, "multidimension": 105, "approch": 105, "jon": 105, "loui": 105, "bentlei": 105, "1975": 105, "commun": 105, "acm": 105, "sept": 105, "509": 105, "517": 105, "doi": 105, "1145": 105, "361002": 105, "361007": 105, "sbertresolve_icd10cm_slim_billable_hcc_m": 105, "icd10_cod": 105, "icd10extractorpipelin": 105, "icd10model": 105, "setsearchtre": 105, "search_tre": 105, "usuali": 105, "kdtree": 105, "resolution2chunk": 106, "filterfieldsel": 107, "metadatafield": 107, "rules2": 107, "setstrategi": 107, "match_al": 107, "doc_chunk": 107, "sent_small_bert_l2_128": 107, "router_name_embed": 107, "setmetadatafield": 107, "setfilterfieldsel": 107, "names_embed": 107, "router_city_embed": 107, "cities_embed": 107, "router_nam": 107, "names_chunk": 107, "medicalencoderdecod": 109, "scala": [109, 110, 115, 117, 118, 143, 145, 177, 179], "inherit": [109, 110, 115, 118, 143, 145, 177, 179], "mix": [109, 110, 115, 118, 143, 145, 177, 179], "ins": [109, 110, 115, 118, 143, 145, 177, 179], "uid": [109, 110, 115, 118, 143, 145, 177, 179, 187], "stopateo": [109, 111], "maxtextlength": [109, 111], "setstopateo": [109, 111], "encount": [109, 111], "setmaxtextlength": [109, 111], "medicalsummar": 110, "use_cach": [110, 145, 179], "facilit": [110, 145, 179], "medical_summarizer_smal": [110, 145, 179], "medicaltextgener": [111, 146, 180], "covid": [111, 146, 180], "document_prompt": [111, 146, 180], "med_text_gener": [111, 146, 180], "convid": [111, 146, 180], "pandem": [111, 146, 180], "peopl": [111, 146, 180], "worldwid": [111, 146, 180], "modeltyp": 111, "model_typ": [111, 146, 180], "text_generator_biomedical_biogpt_bas": 111, "sourcetrackingmetadataparam": 112, "includeoutputcolumn": 112, "outputcolumnkei": 112, "includestandardfield": 112, "standardfieldkei": 112, "allpossiblefieldstostandard": 112, "setincludeoutputcolumn": 112, "setoutputcolumnkei": 112, "setincludestandardfield": 112, "setstandardfieldkei": 112, "setallpossiblefieldstostandard": 112, "tfgraphbuildermodel": 113, "modelnam": 113, "hiddenunitsnumb": 113, "hiddenlay": 113, "maxsequencelength": 113, "hiddenact": 113, "hiddenactl2": 113, "hiddenweightsl2": 113, "batchnorm": 113, "islicens": 113, "userelationdirect": 113, "outputact": 113, "sethiddenact": 113, "gethiddenact": 113, "sethiddenactl2": 113, "l2": 113, "gethiddenactl2": 113, "sethiddenweightsl2": 113, "gethiddenweightsl2": 113, "setbatchnorm": 113, "getbatchnorm": 113, "setislicens": 113, "medicalneraprroach": 113, "getislicens": 113, "sethiddenlay": 113, "gethiddenlay": 113, "hiudden": 113, "setmaxsequencelength": 113, "getmaxsequencelength": 113, "sethiddenunitsnumb": 113, "gethiddenunitsnumb": 113, "setuserelationdirect": 113, "getuserelationdirect": 113, "settoutputact": 113, "getoutputact": 113, "setmodelnam": 113, "getmodelnam": 113, "getlabelcolumn": 113, "getinputcol": 113, "getgraphfold": 113, "greaph": 113, "getgraphfil": 113, "windowedparam": 115, "windows": 115, "gluestr": 115, "setwindows": 115, "slide": 115, "setgluestr": 115, "windowedsentencemodel": 115, "annotatorapproachintern": 117, "estim": 117, "annotatormodelintern": 118, "annotatorpropertiesintern": 119, "compon": 119, "attach": 119, "setforceinputtypevalid": 119, "inputcolsvalid": 119, "annotator_approach_intern": [120, 155], "annotator_model_intern": [120, 155], "annotator_properties_intern": [120, 155], "verifi": 121, "findvers": 121, "privat": [121, 199], "showvers": 121, "customtransform": 122, "norvigspellevalu": 123, "test_fil": 123, "ground_truth_fil": 123, "computeaccuracyannot": 123, "train_fil": 123, "computeaccuracymodel": 123, "symspellevalu": 123, "nerdlevalu": 123, "tag_level": 123, "full_chunk": 123, "computemetricsfromdf": 123, "prediction_col": 123, "drop_o": 123, "case_sensit": [123, 202], "nercrfevalu": 123, "posevalu": 123, "olumn": [124, 157], "eval": [124, 155, 157], "financedocumenthashcod": 127, "document_hashcod": [128, 129, 161, 162], "snomedtrainingpipelin": [133, 166], "snomedtrainingmodel": [133, 166], "snomeddata": [133, 166], "thiu": 133, "chunk_classif": [138, 155, 171], "sequence_classif": [138, 155, 171], "finance_bert_for_sequence_classif": [138, 142], "finance_classifier_dl": [138, 142], "finance_document_ml_classifi": [138, 142], "sequence_gener": [138, 155, 171], "finance_encoder_decod": [138, 147], "finance_qa": [138, 147], "finance_summar": [138, 147], "finance_text_gener": [138, 147], "token_classif": [138, 155, 171], "financebertforsequenceclassif": 139, "financebertfortokenclassif": [139, 150], "financeclassifierdlapproach": 140, "classifierdl": [140, 174], "univers": [140, 174], "dnn": [140, 174], "classifierdlmodel": [140, 174], "multiclassifierdlapproach": [140, 174], "sentimentdlapproach": [140, 174], "item": [140, 174, 194, 206], "doubl": [140, 174], "universalsentenceencod": [140, 174], "movi": [140, 174], "wach": [140, 174], "ever": [140, 174], "opinion": [140, 174], "win": [140, 174], "award": [140, 174], "terribl": [140, 174], "bad": [140, 174], "realli": [140, 174], "trane": [140, 174], "smallcorpu": [140, 174], "useembed": [140, 174], "docclassifi": [140, 174], "classifierdlapproach": [140, 174], "5e": [140, 174], "financeclassifierdlmodel": [140, 141], "financeclassifierdl": 140, "classifierdl_use_trec6": [140, 174], "trec": [140, 174], "multiclassifierdlmodel": [140, 174], "sentimentdlmodel": [140, 174], "sarcasmdl": [140, 174], "classifierdl_use_sarcasm": [140, 174], "sarcasm": [140, 174], "readi": [140, 174], "love": [140, 174], "wake": [140, 174], "am": [140, 174], "arrays_zip": [140, 174], "financedocumentmlclassifierapproach": 141, "financedocumentmlclassifiermodel": [141, 175], "financeencoderdecod": 143, "financequestionansw": 144, "financesummar": 145, "financetextgener": 146, "financenerquestiongener": 148, "finance_bert_for_token_classifi": [149, 152], "finance_n": [149, 152], "financebertfortokenclassifi": 150, "financenerapproach": 151, "usa": [151, 185], "verif": [151, 185], "greather": [151, 185], "financenermodel": [151, 185], "teh": [151, 185], "profil": 154, "code_arrai": 154, "sex": 154, "elig": 154, "cna": 154, "orec": 154, "medicaid": 154, "cm": 154, "hcc": 154, "24": 154, "2019": 154, "profilev24y17": 154, "profilev24y18": 154, "profilev24y19": 154, "profilev24y20": 154, "profilev24y21": 154, "profilev24y22": 154, "profilev23y18": 154, "profilev23y19": 154, "profilev23": 154, "profilev22y17": 154, "profilev22y18": 154, "profilev22y19": 154, "profilev22y20": 154, "profilev22y21": 154, "profilev22y22": 154, "profilev22": 154, "nlp_test": 155, "noisy_label": [155, 190], "alab_util": [155, 210], "conll_pars": [155, 210], "deidentification_modul": [155, 210], "licensed_annotator_typ": [155, 210], "log_pars": [155, 210], "ner_util": [155, 210], "ocr_nlp_processor": [155, 210], "ocr_util": [155, 210], "training_log_parser_util": [155, 210], "alab": [155, 206], "custom_transform": 155, "modeltrac": 155, "structured_deidentif": 155, "text_to_documents_column": 155, "training_log_pars": 155, "updatemodel": 155, "transformer_seq_classif": 155, "version_regex": 155, "size_regex": 155, "m1": 155, "public": 155, "get_credenti": 155, "secretkei": 155, "keyid": 155, "pub_vers": 155, "library_set": 155, "legaldocumenthashcod": 160, "legal_bert_for_sequence_classif": [171, 172], "legal_classifier_dl": [171, 172], "legal_document_ml_classifi": [171, 172], "legal_encoder_decod": [171, 176], "legal_qa": [171, 176], "legal_summar": [171, 176], "legal_text_gener": [171, 176], "legalbertforsequenceclassif": 173, "legalbertfortokenclassif": [173, 184], "legalclassifierdlapproach": 174, "legalclassifierdlmodel": [174, 175], "legalclassifierdl": 174, "legaldocumentmlclassifierapproach": 175, "legaldocumentmlclassifiermodel": 175, "legalencoderdecod": 177, "legalquestionansw": 178, "legalsummar": 179, "legaltextgener": 180, "legalnerquestiongener": 181, "legal_bert_for_token_classifi": [182, 183], "legal_n": [182, 183], "legalbertfortokenclassifi": 184, "legalnerapproach": 185, "legalnermodel": 185, "adduidcol": 187, "timestamp": 187, "init_medical_gender_classifi": 188, "rulebasedclassifi": 188, "test_gender_bia": 188, "ner_pipelin": [188, 202, 214], "test_conl": 188, "classifier_pipelin": 188, "training_conl": 188, "log_path": [188, 193, 196, 197, 203, 213], "gender_bias_result": 188, "explode_sent": 188, "pass": [188, 192, 196], "doc_amount": 188, "training_set_gender_distribut": 188, "test_set_gender_distribut": 188, "test_set_metr": 188, "bias_test": [189, 190], "noisy_label_fix": [190, 191], "noisy_label_test": [190, 191], "robustness_fix": [190, 195], "robustness_test": [190, 195], "conll_read": [192, 196], "conll_writ": 192, "chunk_tag": [192, 216], "save_path": 192, "docs_indx": 192, "sentences_list": 192, "tags_list": 192, "labels_list": 192, "track": 192, "written": 192, "update_with_model_predict": 192, "fix_df": 192, "test_label_error": [192, 193], "sent_indx": 192, "token_indx": 192, "apply_label_fix": 192, "label_fix": 192, "sent_index": 192, "add_flag_to_conl": 192, "flag_index": 192, "speech": 192, "interactivefix": 192, "result_df": 192, "default_strategi": 192, "page_s": 192, "ui": 192, "jupyt": 192, "notebook": 192, "find_label_error": 192, "displai": [192, 194], "create_grid": 192, "fill_grid": 192, "ipywidget": 192, "gridspeclayout": 192, "get_head": 192, "get_central_grid": 192, "get_foot": 192, "get_page_control_button": 192, "next_pag": 192, "prev_pag": 192, "adjust_page_s": 192, "num_sample_drop_down": 192, "get_page_numb": 192, "empty_grid": 192, "get_class": 192, "fix_label": 192, "apply_fix": 192, "fix_al": 192, "get_drop_down_titl": 192, "get_cell_el": 192, "css_class": 192, "get_sent": 192, "get_default_indx": 192, "indx": 192, "get_drop_down": 192, "get_title_html": 192, "calculate_label_error_scor": 193, "numpi": 193, "pred_prob": 193, "get_label_quality_scor": 193, "seri": [193, 196, 197], "np": 193, "class": [193, 217], "high": 193, "get_unique_ent": 193, "training_pipelin": 193, "noisy_label_test_result": 193, "cross": 193, "fold": 193, "setincludeconfidencescor": 193, "noisi": [193, 196, 197], "stylesheet": 194, "multilin": 194, "background": 194, "color": [194, 214, 215], "0098da": 194, "align": [194, 196], "center": 194, "footer": 194, "ffffff": 194, "ignore_margin": 194, "row_odd": 194, "262626": 194, "row_even": 194, "eaeaeb": 194, "page_button": 194, "repeat": 194, "border": [194, 206], "cursor": 194, "pointer": 194, "overflow": 194, "outlin": 194, "table_titl": 194, "font": 194, "2em": 194, "500": 194, "title_text": 194, "70px": 194, "inlin": 194, "flex": [194, 196, 197], "dropdown": 194, "1px": 194, "solid": 194, "radiu": 194, "4px": 194, "aeaeae": 194, "kind": [196, 197], "perturb": [196, 197], "create_datafram": 196, "pos_sync_tag": 196, "synthet": 196, "filter_by_entity_typ": 196, "ent_typ": 196, "get_sampl": 196, "sample_data": 196, "create_terminologi": [196, 197], "terminologi": [196, 197], "modify_capitalization_upp": [196, 197], "uppercas": [196, 197], "augment": [196, 198], "modify_capitalization_low": [196, 197], "modify_capitalization_titl": [196, 197], "add_punctuation_to_data": 196, "strip_punctuation_from_data": 196, "strip": [196, 197], "senctenc": 196, "add_typo_to_sent": [196, 197], "introduce_typo": [196, 197], "introduc": [196, 197], "typo": [196, 197], "swap_entities_with_terminologi": 196, "get_cohyponyms_wordnet": [196, 197], "co": [196, 197], "hyponym": [196, 197], "wordnet": [196, 197], "swap_with_cohyponym": [196, 197], "databas": [196, 197], "convert_acc": 196, "lang_dict": [196, 197], "convers": [196, 197], "add_context_to_data": 196, "starting_context": [196, 197], "ending_context": [196, 197], "add_contract": [196, 197], "augment_robust": 196, "add_punctu": [196, 197], "strip_punctu": [196, 197], "make_typo": 196, "american_to_british": [196, 197], "british_to_american": [196, 197], "add_context": [196, 197], "swap_ent": [196, 197], "swap_cohyponym": [196, 197], "optimized_inplac": 196, "random_st": 196, "return_spark": 196, "conll_save_path": 196, "print_info": 196, "ignore_warn": 196, "nois": [196, 197], "british": [196, 197], "american": [196, 197], "inplac": 196, "distinctli": 196, "warn": 196, "about": 196, "test_and_augment_robust": 196, "pipeline_model": [196, 197, 202], "test_file_path": [196, 197], "conll_path_to_aug": 196, "metric_typ": [196, 197], "metrics_output_format": [196, 197], "robustness_test_result": [196, 197], "noise_prob": [196, 197, 198], "liner": 196, "assembl": [196, 197, 206], "applic": [196, 197], "strict": [196, 197], "capit": [196, 197], "special": [196, 197, 205], "test_set_languag": [196, 197], "list_of_str": 197, "keep_numeric_punctu": 197, "ie": 197, "40": [197, 208], "000": 197, "modify_capit": 197, "got": 197, "swap_named_entities_from_terminologi": 197, "remove_punctuation_token": 197, "remove_context_token": 197, "starting_context_token": 197, "ending_context_token": 197, "remove_contraction_token": 197, "list_with_contract": 197, "list_without_contract": 197, "calculate_metr": 197, "filtered_df": 197, "noise_typ": 197, "noise_descript": 197, "test_set": 197, "total_amount": 197, "original_annotations_df": 197, "noisy_test_set": 197, "token_filter_funct": 197, "starting_context_token_list": 197, "ending_context_token_list": 197, "awar": 197, "disrupt": 197, "conll_sentence_read": 197, "test_robust": 197, "sample_sentence_count": 197, "calculate_proport": 198, "f1_score": 198, "suggest_perturb": 198, "test_result": 198, "suggest": 198, "get_augmentation_proport": 198, "pull": 198, "printprogress": 199, "progress": 199, "bar": 199, "consol": 199, "internalresourcedownload": 199, "downlod": 199, "downloadmodel": 199, "reader": [199, 202], "j_dwn": 199, "internalspythonresourcedownload": 199, "showprivatemodel": 199, "showprivatepipelin": 199, "showuncategorizedresourc": 199, "uncategor": 199, "showavailableannot": 199, "returnprivatemodel": 199, "returnprivatepipelin": 199, "tabular": 200, "structureddeidentif": 200, "columnsse": 200, "userandomdatedisplac": 200, "street": 200, "internet": 200, "profess": 200, "opf": 200, "doctor": 200, "screen": 200, "protein": 200, "someth": 200, "someon": 200, "healthplan": 200, "obfuscatecolumn": 200, "texttodocumentscolumn": 201, "todocumentscolumn": 201, "annotationtooljsonread": 202, "cleanup_mod": 202, "split_char": 202, "context_char": 202, "min_chars_tol": 202, "align_chars_tol": 202, "merge_overlap": 202, "sddlpath": 202, "generateassertiontrainset": 202, "generateconl": 202, "creation": 202, "229937784": 202, "fih": 202, "18001": 202, "04t13": 202, "aleksei": 202, "136": 202, "142": 202, "37": 202, "79": 202, "305038693": 202, "65001": 202, "03t08": 202, "21": 202, "844970557": 202, "rwh": 202, "21001": 202, "84": 202, "97": 202, "914783811": 202, "97001": 202, "02t12": 202, "07": 202, "91": 202, "90": 202, "733882247": 202, "84001": 202, "02t15": 202, "73": 202, "77": 202, "assertion_df": 202, "rdr": 202, "sentencecol": 202, "assertioncol": 202, "generateplainassertiontrainset": 202, "taskcolumn": 202, "tokencol": 202, "nerlabel": 202, "codiespread": 202, "readdatasettaskx": 202, "textfold": 202, "cantemistread": 202, "readdatasettaskn": 202, "synonymaugmentationuml": 202, "umls_path": 202, "code_col": 202, "description_col": 202, "augmentcsv": 202, "corpus_csv_path": 202, "do_product": 202, "augmentation_mod": 202, "plain_text": 202, "synonym_sourc": 202, "uml": 202, "regex_pars": 202, "euclidean_distance_threshold": 202, "cosine_distance_threshold": 202, "synonym_limit": 202, "casing_funct": 202, "augmentdatafram": 202, "corpus_df": 202, "redatasethelp": 202, "spark_df": 202, "preprocess": 202, "i2b2_clinical_rel_dataset": 202, "column_map": 202, "begin1": 202, "firstcharent1": 202, "end1": 202, "lastcharent1": 202, "begin2": 202, "firstcharent2": 202, "end2": 202, "lastcharent2": 202, "create_annotation_column": 202, "txt_file": 202, "sent_id": 202, "beth": 202, "partner": 202, "i2b2": 202, "2010": 202, "va": 202, "tem": 202, "44": 202, "respiratori": 202, "satur": 202, "75": 202, "No": 202, "lotion": 202, "crea": 202, "146": 202, "trnap": 202, "incis": 202, "conc": 202, "43": [202, 215], "ter": 202, "picc": 202, "54": 202, "68": 202, "58": 202, "light": 202, "headed": 202, "diaphoresi": 202, "92": 202, "82": 202, "electroca": 202, "61": 202, "inferior": 202, "38": 202, "st": 202, "depressio": 202, "239": 202, "196": 202, "176": 202, "145": 202, "train_data": 202, "ner_column_nam": 202, "schema": 202, "printschema": 202, "root": 202, "nullabl": 202, "ner_log_pars": 203, "parse_logfil": 203, "avg": 203, "get_chart": [203, 213], "log_fil": [203, 213], "plot": [203, 213], "figur": [203, 213], "precis": [203, 213, 216], "loss_plot": [203, 213], "get_best_f1_scor": 203, "micro": 203, "macro": 203, "true_seq": [203, 213, 216], "pred_seq": [203, 213, 216], "overal": [203, 213, 216], "simpli": [203, 213, 216], "evaluate_conll_fil": [203, 213], "fileiter": [203, 213], "assertion_log_pars": 203, "updatecachemodel": 204, "cache_fold": 204, "refresh": 204, "overwrit": 204, "date_cutoff": 204, "sinc": 204, "get_mt_sampl": 205, "medical_speci": 205, "transcrib": 205, "transcript": 205, "mtsampl": 205, "allergy_immunologi": 205, "autopsi": 205, "bariatr": 205, "cardiovascular_pulmonari": 205, "chiropract": 205, "consult_history_and_phi": 205, "cosmetic_plastic_surgeri": 205, "dentistri": 205, "dermatologi": 205, "diets_and_nutrit": 205, "discharge_summari": 205, "emergency_room_report": 205, "endocrinologi": 205, "ent_otolaryngologi": 205, "gastroenterologi": 205, "general_medicin": 205, "hematology_oncologi": 205, "hospice_palliative_car": 205, "im": 205, "lab_medicine_pathologi": 205, "letter": 205, "nephrologi": 205, "neurologi": 205, "neurosurgeri": 205, "obstetrics_gynecologi": 205, "office_not": 205, "ophthalmologi": 205, "orthoped": 205, "pain_manag": 205, "pediatrics_neonat": 205, "physical_medicine_rehab": 205, "podiatri": 205, "psychiatry_psychologi": 205, "radiologi": 205, "rheumatologi": 205, "sleep_medicin": 205, "soap_chart_progress_not": 205, "speech_languag": 205, "surgeri": 205, "urologi": 205, "scrap": 205, "nlp_token_pipelin": 206, "nlp_pos_pipelin": 206, "token_pipeline_initi": 206, "pos_pipeline_initi": 206, "sentencedetectordlmodel": 206, "regular_token": 206, "regextoken": 206, "empty_df": 206, "get_doc_assembl": 206, "get_sent_detector": 206, "get_regular_token": 206, "get_regex_token": 206, "get_po": 206, "get_empty_df": 206, "get_nlp_token_pipelin": 206, "get_sentence_pipelin": 206, "get_rel_df": 206, "get_ner_df": 206, "get_ner_sentence_bord": 206, "get_nlp_pos_pipelin": 206, "tagger": 206, "get_single_task_conl": 206, "pos_pipelin": 206, "token_pipelin": 206, "style": [206, 209, 214], "get_token_df": 206, "_type_": 206, "read_conl": 206, "filepath": 206, "deid_with_custom_pipelin": 208, "deid_with_pp": 208, "custom_pipelin": 208, "masking_polici": 208, "fixed_mask_length": 208, "obfuscate_d": 208, "obfuscate_ref_sourc": 208, "obfuscate_ref_file_path": 208, "age_group_obfusc": 208, "age_rang": 208, "shift_dai": 208, "number_of_dai": 208, "documenthashcoder_col_nam": 208, "date_tag": 208, "unnormalized_d": 208, "unnormalized_mod": 208, "id_column_nam": 208, "date_shift_column_nam": 208, "input_file_path": 208, "output_file_path": 208, "coder": 208, "unnorm": 208, "date_shift": 208, "structured_deidentifi": 208, "columns_dict": 208, "ref_sourc": 208, "columns_se": 208, "date_format": 208, "is_module_import": 209, "lib": 209, "raise_except": 209, "pip_nam": 209, "message_typ": 209, "messag": 209, "instruct": 209, "internalannotatortyp": 211, "selector": 211, "aqua": [214, 215], "aquamarin": [214, 215], "blanchedalmond": [214, 215], "blue": [214, 215], "blueviolet": [214, 215], "burlywood": [214, 215], "ocr_entity_processor": 214, "file_path": 214, "bounding_box": 214, "save_fold": 214, "label_color": 214, "red": 214, "color_chart_path": 214, "color_chart": 214, "png": 214, "chunk_col": 214, "black_list": 214, "display_result": 214, "pageiteratorlevel": 214, "pagesegmod": 214, "pagesegmentationmod": 214, "sparse_text_osd": 214, "ocr": 214, "paint": 214, "highlight": 214, "black_band": 214, "band": 214, "bound": 214, "box": 214, "around": 214, "chart": 214, "label2color": 215, "label2rgb": 215, "colors_rgb": 215, "255": 215, "127": 215, "212": 215, "235": 215, "205": 215, "138": 215, "226": 215, "165": 215, "aggregate_ent": 216, "split_tag": 216, "chunk_typ": 216, "is_chunk_end": 216, "prev_tag": 216, "contradict": 216, "is_chunk_start": 216, "calc_metr": 216, "tp": 216, "percent": 216, "fb1": 216, "decim": 216, "count_chunk": 216, "correct_chunk": 216, "counter": 216, "correctli": 216, "true_chunk": 216, "pred_chunk": 216, "correct_count": 216, "true_count": 216, "pred_count": 216, "get_result": 216, "prec": 216, "rec": 216, "overview": 217}, "objects": {"": [[155, 0, 0, "-", "sparknlp_jsl"]], "sparknlp_jsl": [[11, 0, 0, "-", "_tf_graph_builders"], [34, 0, 0, "-", "_tf_graph_builders_1x"], [41, 0, 0, "-", "alab"], [82, 0, 0, "-", "annotator"], [155, 3, 1, "", "annotators"], [116, 0, 0, "-", "base"], [120, 0, 0, "-", "common"], [121, 0, 0, "-", "compatibility"], [122, 0, 0, "-", "custom_transformer"], [123, 0, 0, "-", "eval"], [138, 0, 0, "-", "finance"], [154, 0, 0, "-", "functions"], [155, 6, 1, "", "get_credentials"], [156, 0, 0, "-", "internal"], [171, 0, 0, "-", "legal"], [155, 6, 1, "", "library_settings"], [187, 0, 0, "-", "modelTracer"], [190, 0, 0, "-", "nlp_test"], [199, 0, 0, "-", "pretrained"], [155, 6, 1, "", "pub_version"], [155, 3, 1, "", "size_regex"], [155, 6, 1, "", "start"], [200, 0, 0, "-", "structured_deidentification"], [201, 0, 0, "-", "text_to_documents_columns"], [202, 0, 0, "-", "training"], [203, 0, 0, "-", "training_log_parser"], [155, 3, 1, "", "transformer_seq_classification"], [204, 0, 0, "-", "updateModels"], [205, 0, 0, "-", "util"], [210, 0, 0, "-", "utils"], [155, 6, 1, "", "version"], [155, 3, 1, "", "version_regex"]], "sparknlp_jsl._tf_graph_builders": [[3, 0, 0, "-", "assertion_dl"], [7, 0, 0, "-", "generic_classifier"], [10, 0, 0, "-", "graph_builders"], [14, 0, 0, "-", "ner_dl"], [21, 0, 0, "-", "tf2contrib"]], "sparknlp_jsl._tf_graph_builders.assertion_dl": [[2, 0, 0, "-", "assertion_model"]], "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model": [[2, 1, 1, "", "AssertionModel"]], "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel": [[2, 2, 1, "", "add_bidirectional_lstm"], [2, 2, 1, "", "add_optimizer"], [2, 2, 1, "", "calc_accuracy"], [2, 2, 1, "", "confusion_matrix"], [2, 2, 1, "", "fully_connected_layer"], [2, 2, 1, "", "persist_graph"], [2, 2, 1, "", "train"]], "sparknlp_jsl._tf_graph_builders.generic_classifier": [[4, 0, 0, "-", "basetfmodel"], [5, 0, 0, "-", "build_model"], [6, 0, 0, "-", "generic_classifier_model"], [8, 0, 0, "-", "progresstracker"], [9, 0, 0, "-", "settings"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel": [[4, 1, 1, "", "BaseTFModel"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel": [[4, 2, 1, "", "build"], [4, 2, 1, "", "export_graph"], [4, 2, 1, "", "fit_dataset"], [4, 2, 1, "", "generate_batch"], [4, 2, 1, "", "get_graph"], [4, 2, 1, "", "is_built"], [4, 2, 1, "", "load_graph"], [4, 2, 1, "", "run_tests"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model": [[5, 3, 1, "", "build_params"], [5, 3, 1, "", "model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model": [[6, 1, 1, "", "GenericClassifierModel"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel": [[6, 2, 1, "", "build"], [6, 2, 1, "", "export_graph"], [6, 2, 1, "", "run_tests"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker": [[8, 1, 1, "", "ProgressTracker"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker": [[8, 2, 1, "", "get_report_interval"], [8, 2, 1, "", "on_batch"], [8, 2, 1, "", "on_epoch"], [8, 2, 1, "", "on_training_end"], [8, 2, 1, "", "on_training_start"], [8, 2, 1, "", "print_progress"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings": [[9, 1, 1, "", "MODEL_OPS"], [9, 1, 1, "", "MODEL_TENSORS"], [9, 1, 1, "", "RUN_TYPES"], [9, 1, 1, "", "Settings"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS": [[9, 4, 1, "", "INIT"], [9, 4, 1, "", "TRAIN"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS": [[9, 4, 1, "", "ACC"], [9, 4, 1, "", "INPUTS"], [9, 4, 1, "", "LEARNING_RATE"], [9, 4, 1, "", "LOSS"], [9, 4, 1, "", "OUTPUTS"], [9, 4, 1, "", "TARGETS"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES": [[9, 4, 1, "", "EVALUATE"], [9, 4, 1, "", "PREDICT"], [9, 4, 1, "", "TRAIN"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings": [[9, 4, 1, "", "DATASETS_DIR"], [9, 4, 1, "", "DEFAULT_MODEL_NODE_NAMES"], [9, 4, 1, "", "LOGS_DIR"], [9, 4, 1, "", "MODELS_DIR"]], "sparknlp_jsl._tf_graph_builders.graph_builders": [[10, 1, 1, "", "AssertionTFGraphBuilder"], [10, 1, 1, "", "GenericClassifierTFGraphBuilder"], [10, 1, 1, "", "LogRegClassifierTFGraphBuilder"], [10, 1, 1, "", "NerTFGraphBuilder"], [10, 1, 1, "", "RelationExtractionTFGraphBuilder"], [10, 1, 1, "", "SVMClassifierTFGraphBuilder"], [10, 1, 1, "", "TFGraphBuilder"], [10, 1, 1, "", "TFGraphBuilderFactory"], [10, 5, 1, "", "TensorflowAddonsNeeded"], [10, 5, 1, "", "WrongTFVersion"]], "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder": [[10, 2, 1, "", "build"], [10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"], [10, 2, 1, "", "get_model_filename"], [10, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder": [[10, 2, 1, "", "build"], [10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"], [10, 2, 1, "", "get_model_filename"], [10, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder": [[10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"]], "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder": [[10, 2, 1, "", "build"], [10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"], [10, 2, 1, "", "get_model_filename"], [10, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder": [[10, 2, 1, "", "get_model_filename"]], "sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder": [[10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"]], "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder": [[10, 2, 1, "", "check_build_params"], [10, 2, 1, "", "get_build_param"], [10, 2, 1, "", "get_build_params"], [10, 2, 1, "", "get_build_params_with_defaults"], [10, 2, 1, "", "get_model_build_param_explanations"], [10, 2, 1, "", "get_model_build_params"], [10, 2, 1, "", "get_model_filename"], [10, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory": [[10, 2, 1, "", "build"], [10, 2, 1, "", "get_models"], [10, 2, 1, "", "print_model_params"]], "sparknlp_jsl._tf_graph_builders.ner_dl": [[12, 0, 0, "-", "create_graph"], [13, 0, 0, "-", "dataset_encoder"], [15, 0, 0, "-", "ner_model"], [16, 0, 0, "-", "ner_model_saver"], [17, 0, 0, "-", "sentence_grouper"]], "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph": [[12, 6, 1, "", "create_graph"]], "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder": [[13, 1, 1, "", "DatasetEncoder"]], "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder": [[13, 2, 1, "", "encode"], [13, 2, 1, "", "get_char_indexes"], [13, 2, 1, "", "normalize"], [13, 2, 1, "", "shuffle"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model": [[15, 1, 1, "", "NerModel"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel": [[15, 2, 1, "", "add_bilstm_char_repr"], [15, 2, 1, "", "add_cnn_char_repr"], [15, 2, 1, "", "add_context_repr"], [15, 2, 1, "", "add_inference_layer"], [15, 2, 1, "", "add_pretrained_word_embeddings"], [15, 2, 1, "", "add_training_op"], [15, 2, 1, "", "close"], [15, 2, 1, "", "fill"], [15, 2, 1, "", "get_char_ids"], [15, 2, 1, "", "get_from_batch"], [15, 2, 1, "", "get_sentence_lengths"], [15, 2, 1, "", "get_sentence_token_lengths"], [15, 2, 1, "", "get_softmax"], [15, 2, 1, "", "get_tag_ids"], [15, 2, 1, "", "get_word_embeddings"], [15, 2, 1, "", "get_word_lengths"], [15, 2, 1, "", "init_variables"], [15, 2, 1, "", "measure"], [15, 2, 1, "", "num_trues"], [15, 2, 1, "", "predict"], [15, 2, 1, "", "slice"], [15, 2, 1, "", "train"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver": [[16, 1, 1, "", "NerModelSaver"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver": [[16, 2, 1, "", "restore_tensorflow_state"], [16, 2, 1, "", "save"], [16, 2, 1, "", "save_models"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper": [[17, 1, 1, "", "SentenceGrouper"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper": [[17, 2, 1, "", "get_bucket_id"], [17, 2, 1, "", "slice"]], "sparknlp_jsl._tf_graph_builders.tf2contrib": [[18, 0, 0, "-", "core_rnn_cell"], [19, 0, 0, "-", "fused_rnn_cell"], [20, 0, 0, "-", "gru_ops"], [22, 0, 0, "-", "lstm_ops"], [23, 0, 0, "-", "rnn"], [24, 0, 0, "-", "rnn_cell"], [21, 3, 1, "", "tf"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell": [[18, 1, 1, "", "EmbeddingWrapper"], [18, 1, 1, "", "InputProjectionWrapper"], [18, 1, 1, "", "OutputProjectionWrapper"], [18, 3, 1, "", "RNNCell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper": [[18, 2, 1, "", "call"], [18, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper": [[18, 2, 1, "", "call"], [18, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper": [[18, 2, 1, "", "call"], [18, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell": [[19, 1, 1, "", "FusedRNNCell"], [19, 1, 1, "", "FusedRNNCellAdaptor"], [19, 1, 1, "", "TimeReversedFusedRNN"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops": [[20, 1, 1, "", "GRUBlockCell"], [20, 1, 1, "", "GRUBlockCellV2"], [20, 3, 1, "", "LayerRNNCell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell": [[20, 2, 1, "", "build"], [20, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2": [[20, 2, 1, "", "build"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops": [[22, 1, 1, "", "LSTMBlockCell"], [22, 1, 1, "", "LSTMBlockFusedCell"], [22, 1, 1, "", "LSTMBlockWrapper"], [22, 3, 1, "", "LayerRNNCell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell": [[22, 2, 1, "", "build"], [22, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell": [[22, 2, 1, "", "build"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper": [[22, 2, 1, "", "call"], [22, 2, 1, "", "num_units"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn": [[23, 6, 1, "", "stack_bidirectional_dynamic_rnn"], [23, 6, 1, "", "stack_bidirectional_rnn"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell": [[24, 1, 1, "", "AttentionCellWrapper"], [24, 1, 1, "", "BidirectionalGridLSTMCell"], [24, 1, 1, "", "CFNCell"], [24, 1, 1, "", "CompiledWrapper"], [24, 1, 1, "", "Conv1DLSTMCell"], [24, 1, 1, "", "Conv2DLSTMCell"], [24, 1, 1, "", "Conv3DLSTMCell"], [24, 1, 1, "", "ConvLSTMCell"], [24, 1, 1, "", "CoupledInputForgetGateLSTMCell"], [24, 1, 1, "", "GLSTMCell"], [24, 1, 1, "", "GridLSTMCell"], [24, 1, 1, "", "HighwayWrapper"], [24, 1, 1, "", "IndRNNCell"], [24, 1, 1, "", "IndyGRUCell"], [24, 1, 1, "", "IndyLSTMCell"], [24, 1, 1, "", "IntersectionRNNCell"], [24, 1, 1, "", "LayerNormBasicLSTMCell"], [24, 1, 1, "", "LayerNormLSTMCell"], [24, 1, 1, "", "MinimalRNNCell"], [24, 1, 1, "", "NASCell"], [24, 1, 1, "", "NTMCell"], [24, 3, 1, "", "NTMControllerState"], [24, 1, 1, "", "PhasedLSTMCell"], [24, 1, 1, "", "SRUCell"], [24, 1, 1, "", "TimeFreqLSTMCell"], [24, 1, 1, "", "UGRNNCell"], [24, 1, 1, "", "WeightNormLSTMCell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper": [[24, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper": [[24, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"], [24, 2, 1, "", "zero_state"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell": [[24, 2, 1, "", "build"], [24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell": [[24, 2, 1, "", "call"]], "sparknlp_jsl._tf_graph_builders_1x": [[26, 0, 0, "-", "assertion_dl"], [30, 0, 0, "-", "generic_classifier"], [33, 0, 0, "-", "graph_builders"], [37, 0, 0, "-", "ner_dl"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl": [[25, 0, 0, "-", "assertion_model"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model": [[25, 1, 1, "", "AssertionModel"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel": [[25, 2, 1, "", "add_bidirectional_lstm"], [25, 2, 1, "", "add_optimizer"], [25, 2, 1, "", "calc_accuracy"], [25, 2, 1, "", "confusion_matrix"], [25, 2, 1, "", "fully_connected_layer"], [25, 2, 1, "", "persist_graph"], [25, 2, 1, "", "train"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier": [[27, 0, 0, "-", "basetfmodel"], [28, 0, 0, "-", "build_model"], [29, 0, 0, "-", "generic_classifier_model"], [31, 0, 0, "-", "progresstracker"], [32, 0, 0, "-", "settings"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel": [[27, 1, 1, "", "BaseTFModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel": [[27, 2, 1, "", "build"], [27, 2, 1, "", "export_graph"], [27, 2, 1, "", "fit_dataset"], [27, 2, 1, "", "generate_batch"], [27, 2, 1, "", "get_graph"], [27, 2, 1, "", "is_built"], [27, 2, 1, "", "load_graph"], [27, 2, 1, "", "run_tests"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model": [[28, 3, 1, "", "build_params"], [28, 3, 1, "", "model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model": [[29, 1, 1, "", "GenericClassifierModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel": [[29, 2, 1, "", "build"], [29, 2, 1, "", "export_graph"], [29, 2, 1, "", "run_tests"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker": [[31, 1, 1, "", "ProgressTracker"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker": [[31, 2, 1, "", "get_report_interval"], [31, 2, 1, "", "on_batch"], [31, 2, 1, "", "on_epoch"], [31, 2, 1, "", "on_training_end"], [31, 2, 1, "", "on_training_start"], [31, 2, 1, "", "print_progress"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings": [[32, 1, 1, "", "MODEL_OPS"], [32, 1, 1, "", "MODEL_TENSORS"], [32, 1, 1, "", "RUN_TYPES"], [32, 1, 1, "", "Settings"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS": [[32, 4, 1, "", "INIT"], [32, 4, 1, "", "TRAIN"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS": [[32, 4, 1, "", "ACC"], [32, 4, 1, "", "INPUTS"], [32, 4, 1, "", "LEARNING_RATE"], [32, 4, 1, "", "LOSS"], [32, 4, 1, "", "OUTPUTS"], [32, 4, 1, "", "TARGETS"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES": [[32, 4, 1, "", "EVALUATE"], [32, 4, 1, "", "PREDICT"], [32, 4, 1, "", "TRAIN"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings": [[32, 4, 1, "", "DATASETS_DIR"], [32, 4, 1, "", "DEFAULT_MODEL_NODE_NAMES"], [32, 4, 1, "", "LOGS_DIR"], [32, 4, 1, "", "MODELS_DIR"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders": [[33, 1, 1, "", "AssertionTFGraphBuilder"], [33, 1, 1, "", "GenericClassifierTFGraphBuilder"], [33, 1, 1, "", "NerTFGraphBuilder"], [33, 1, 1, "", "RelationExtractionTFGraphBuilder"], [33, 1, 1, "", "TFGraphBuilder"], [33, 1, 1, "", "TFGraphBuilderFactory"], [33, 5, 1, "", "WrongTFVersion"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder": [[33, 2, 1, "", "build"], [33, 2, 1, "", "get_model_build_param_explanations"], [33, 2, 1, "", "get_model_build_params"], [33, 2, 1, "", "get_model_filename"], [33, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder": [[33, 2, 1, "", "build"], [33, 2, 1, "", "get_model_build_param_explanations"], [33, 2, 1, "", "get_model_build_params"], [33, 2, 1, "", "get_model_filename"], [33, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder": [[33, 2, 1, "", "build"], [33, 2, 1, "", "get_model_build_param_explanations"], [33, 2, 1, "", "get_model_build_params"], [33, 2, 1, "", "get_model_filename"], [33, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder": [[33, 2, 1, "", "get_model_filename"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder": [[33, 2, 1, "", "check_build_params"], [33, 2, 1, "", "get_build_param"], [33, 2, 1, "", "get_build_params"], [33, 2, 1, "", "get_build_params_with_defaults"], [33, 2, 1, "", "get_model_build_param_explanations"], [33, 2, 1, "", "get_model_build_params"], [33, 2, 1, "", "get_model_filename"], [33, 2, 1, "", "supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory": [[33, 2, 1, "", "build"], [33, 2, 1, "", "get_models"], [33, 2, 1, "", "print_model_params"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl": [[35, 0, 0, "-", "create_graph"], [36, 0, 0, "-", "dataset_encoder"], [38, 0, 0, "-", "ner_model"], [39, 0, 0, "-", "ner_model_saver"], [40, 0, 0, "-", "sentence_grouper"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph": [[35, 6, 1, "", "create_graph"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder": [[36, 1, 1, "", "DatasetEncoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder": [[36, 2, 1, "", "encode"], [36, 2, 1, "", "get_char_indexes"], [36, 2, 1, "", "normalize"], [36, 2, 1, "", "shuffle"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model": [[38, 1, 1, "", "NerModel"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel": [[38, 2, 1, "", "add_bilstm_char_repr"], [38, 2, 1, "", "add_cnn_char_repr"], [38, 2, 1, "", "add_context_repr"], [38, 2, 1, "", "add_inference_layer"], [38, 2, 1, "", "add_pretrained_word_embeddings"], [38, 2, 1, "", "add_training_op"], [38, 2, 1, "", "close"], [38, 2, 1, "", "fill"], [38, 2, 1, "", "get_char_ids"], [38, 2, 1, "", "get_from_batch"], [38, 2, 1, "", "get_sentence_lengths"], [38, 2, 1, "", "get_sentence_token_lengths"], [38, 2, 1, "", "get_softmax"], [38, 2, 1, "", "get_tag_ids"], [38, 2, 1, "", "get_word_embeddings"], [38, 2, 1, "", "get_word_lengths"], [38, 2, 1, "", "init_variables"], [38, 2, 1, "", "measure"], [38, 2, 1, "", "num_trues"], [38, 2, 1, "", "predict"], [38, 2, 1, "", "slice"], [38, 2, 1, "", "train"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver": [[39, 1, 1, "", "NerModelSaver"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver": [[39, 2, 1, "", "restore_tensorflow_state"], [39, 2, 1, "", "save"], [39, 2, 1, "", "save_models"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper": [[40, 1, 1, "", "SentenceGrouper"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper": [[40, 2, 1, "", "get_bucket_id"], [40, 2, 1, "", "slice"]], "sparknlp_jsl.alab": [[41, 1, 1, "", "AnnotationLab"]], "sparknlp_jsl.alab.AnnotationLab": [[41, 2, 1, "", "create_project"], [41, 2, 1, "", "delete_project"], [41, 2, 1, "", "delete_tasks"], [41, 2, 1, "", "generate_preannotations"], [41, 2, 1, "", "get_IAA_metrics"], [41, 2, 1, "", "get_all_projects"], [41, 2, 1, "", "get_annotations"], [41, 2, 1, "", "get_assertion_data"], [41, 2, 1, "", "get_classification_data"], [41, 2, 1, "", "get_conll_data"], [41, 2, 1, "", "get_project_config"], [41, 2, 1, "", "get_relation_extraction_data"], [41, 2, 1, "", "review_annotations"], [41, 2, 1, "", "set_credentials"], [41, 2, 1, "", "set_project_config"], [41, 2, 1, "", "upload_preannotations"], [41, 2, 1, "", "upload_tasks"]], "sparknlp_jsl.annotator": [[42, 0, 0, "-", "annotation_merger"], [82, 3, 1, "", "assertion"], [46, 0, 0, "-", "assertion"], [82, 3, 1, "", "chunker"], [55, 0, 0, "-", "chunker"], [82, 3, 1, "", "classification"], [60, 0, 0, "-", "classification"], [82, 3, 1, "", "context"], [65, 0, 0, "-", "context"], [82, 3, 1, "", "deid"], [68, 0, 0, "-", "deid"], [82, 3, 1, "", "disambiguation"], [72, 0, 0, "-", "disambiguation"], [74, 0, 0, "-", "doc2_chunk_internal"], [78, 0, 0, "-", "embeddings"], [79, 0, 0, "-", "feature_assembler"], [82, 3, 1, "", "generic_classifier"], [81, 0, 0, "-", "generic_classifier"], [82, 3, 1, "", "keyword"], [84, 0, 0, "-", "merge"], [85, 0, 0, "-", "ner"], [93, 0, 0, "-", "normalizer"], [95, 0, 0, "-", "qa"], [98, 0, 0, "-", "re"], [103, 0, 0, "-", "resolution"], [106, 0, 0, "-", "resolution2_chunk"], [107, 0, 0, "-", "router"], [108, 0, 0, "-", "seq2seq"], [112, 0, 0, "-", "source_tracking_metadata_params"], [113, 0, 0, "-", "tf_graph_builder"], [114, 0, 0, "-", "windowed"]], "sparknlp_jsl.annotator.annotation_merger": [[42, 1, 1, "", "AnnotationMerger"]], "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger": [[42, 4, 1, "", "inputAnnotatorTypes"], [42, 4, 1, "", "inputType"], [42, 4, 1, "", "name"], [42, 4, 1, "", "outputAnnotatorType"], [42, 2, 1, "", "setInputCols"], [42, 2, 1, "", "setInputType"], [42, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.assertion": [[43, 0, 0, "-", "assertionDL"], [44, 0, 0, "-", "assertion_chunk_converter"], [45, 0, 0, "-", "assertion_dl_reg"]], "sparknlp_jsl.annotator.assertion.assertionDL": [[43, 1, 1, "", "AssertionDLApproach"], [43, 1, 1, "", "AssertionDLModel"]], "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach": [[43, 4, 1, "", "batchSize"], [43, 4, 1, "", "configProtoBytes"], [43, 4, 1, "", "dropout"], [43, 4, 1, "", "enableOutputLogs"], [43, 4, 1, "", "endCol"], [43, 4, 1, "", "epochs"], [43, 4, 1, "", "graphFile"], [43, 4, 1, "", "graphFolder"], [43, 4, 1, "", "includeConfidence"], [43, 4, 1, "", "inputAnnotatorTypes"], [43, 4, 1, "", "label"], [43, 4, 1, "", "learningRate"], [43, 4, 1, "", "maxSentLen"], [43, 4, 1, "", "outputAnnotatorType"], [43, 4, 1, "", "outputLogsPath"], [43, 4, 1, "", "scopeWindow"], [43, 2, 1, "", "setBatchSize"], [43, 2, 1, "", "setConfigProtoBytes"], [43, 2, 1, "", "setDropout"], [43, 2, 1, "", "setEnableOutputLogs"], [43, 2, 1, "", "setEndCol"], [43, 2, 1, "", "setEpochs"], [43, 2, 1, "", "setGraphFile"], [43, 2, 1, "", "setGraphFolder"], [43, 2, 1, "", "setIncludeConfidence"], [43, 2, 1, "", "setLabelCol"], [43, 2, 1, "", "setLearningRate"], [43, 2, 1, "", "setMaxSentLen"], [43, 2, 1, "", "setOutputLogsPath"], [43, 2, 1, "", "setScopeWindow"], [43, 2, 1, "", "setStartCol"], [43, 2, 1, "", "setTestDataset"], [43, 2, 1, "", "setValidationSplit"], [43, 2, 1, "", "setVerbose"], [43, 4, 1, "", "startCol"], [43, 4, 1, "", "testDataset"], [43, 4, 1, "", "validationSplit"], [43, 4, 1, "", "verbose"]], "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel": [[43, 4, 1, "", "classes"], [43, 4, 1, "", "configProtoBytes"], [43, 4, 1, "", "includeConfidence"], [43, 4, 1, "", "inputAnnotatorTypes"], [43, 4, 1, "", "maxSentLen"], [43, 4, 1, "", "name"], [43, 4, 1, "", "outputAnnotatorType"], [43, 2, 1, "", "pretrained"], [43, 4, 1, "", "scopeWindow"], [43, 2, 1, "", "setConfigProtoBytes"], [43, 2, 1, "", "setIncludeConfidence"], [43, 2, 1, "", "setScopeWindow"], [43, 4, 1, "", "targetNerLabels"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter": [[44, 1, 1, "", "AssertionChunkConverter"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter": [[44, 4, 1, "", "chunkBeginCol"], [44, 4, 1, "", "chunkEndCol"], [44, 4, 1, "", "chunkTextCol"], [44, 4, 1, "", "inputAnnotatorTypes"], [44, 4, 1, "", "inputCols"], [44, 4, 1, "", "name"], [44, 4, 1, "", "outputAnnotatorType"], [44, 4, 1, "", "outputCol"], [44, 4, 1, "", "outputTokenBeginCol"], [44, 4, 1, "", "outputTokenEndCol"], [44, 2, 1, "", "setChunkBeginCol"], [44, 2, 1, "", "setChunkEndCol"], [44, 2, 1, "", "setChunkTextCol"], [44, 2, 1, "", "setInputCols"], [44, 2, 1, "", "setOutputCol"], [44, 2, 1, "", "setOutputTokenBeginCol"], [44, 2, 1, "", "setOutputTokenEndCol"], [44, 2, 1, "", "setParams"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg": [[45, 1, 1, "", "AssertionLogRegApproach"], [45, 1, 1, "", "AssertionLogRegModel"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach": [[45, 4, 1, "", "afterParam"], [45, 4, 1, "", "beforeParam"], [45, 4, 1, "", "eNetParam"], [45, 4, 1, "", "endCol"], [45, 4, 1, "", "inputAnnotatorTypes"], [45, 4, 1, "", "label"], [45, 4, 1, "", "maxIter"], [45, 4, 1, "", "nerCol"], [45, 4, 1, "", "outputAnnotatorType"], [45, 4, 1, "", "regParam"], [45, 2, 1, "", "setAfter"], [45, 2, 1, "", "setBefore"], [45, 2, 1, "", "setEndCol"], [45, 2, 1, "", "setEnet"], [45, 2, 1, "", "setLabelCol"], [45, 2, 1, "", "setMaxIter"], [45, 2, 1, "", "setNerCol"], [45, 2, 1, "", "setReg"], [45, 2, 1, "", "setStartCol"], [45, 2, 1, "", "setTargetNerLabels"], [45, 4, 1, "", "startCol"], [45, 4, 1, "", "targetNerLabels"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel": [[45, 4, 1, "", "afterParam"], [45, 4, 1, "", "beforeParam"], [45, 4, 1, "", "endCol"], [45, 4, 1, "", "inputAnnotatorTypes"], [45, 4, 1, "", "name"], [45, 4, 1, "", "nerCol"], [45, 4, 1, "", "outputAnnotatorType"], [45, 2, 1, "", "pretrained"], [45, 4, 1, "", "startCol"], [45, 4, 1, "", "targetNerLabels"]], "sparknlp_jsl.annotator.chunker": [[47, 0, 0, "-", "assertion_filterer"], [48, 0, 0, "-", "chunk_converter"], [49, 0, 0, "-", "chunk_key_phrase_extraction"], [50, 0, 0, "-", "chunk_sentence_splitter"], [51, 0, 0, "-", "chunker_filterer"], [52, 0, 0, "-", "chunkmapper"], [53, 0, 0, "-", "chunkmapper_filterer"], [54, 0, 0, "-", "docmapper"]], "sparknlp_jsl.annotator.chunker.assertion_filterer": [[47, 1, 1, "", "AssertionFilterer"]], "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer": [[47, 4, 1, "", "caseSensitive"], [47, 4, 1, "", "criteria"], [47, 4, 1, "", "entitiesConfidence"], [47, 4, 1, "", "inputAnnotatorTypes"], [47, 4, 1, "", "name"], [47, 4, 1, "", "outputAnnotatorType"], [47, 4, 1, "", "regex"], [47, 2, 1, "", "setCaseSensitive"], [47, 2, 1, "", "setCriteria"], [47, 2, 1, "", "setRegex"], [47, 2, 1, "", "setWhiteList"], [47, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.chunker.chunk_converter": [[48, 1, 1, "", "ChunkConverter"]], "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter": [[48, 4, 1, "", "inputAnnotatorTypes"], [48, 4, 1, "", "name"], [48, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction": [[49, 1, 1, "", "ChunkKeyPhraseExtraction"]], "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction": [[49, 4, 1, "", "concatenateSentences"], [49, 4, 1, "", "divergence"], [49, 4, 1, "", "documentLevelProcessing"], [49, 4, 1, "", "dropPunctuation"], [49, 4, 1, "", "inputAnnotatorTypes"], [49, 4, 1, "", "name"], [49, 4, 1, "", "outputAnnotatorType"], [49, 2, 1, "", "pretrained"], [49, 4, 1, "", "selectMostDifferent"], [49, 2, 1, "", "setConcatenateSentences"], [49, 2, 1, "", "setDivergence"], [49, 2, 1, "", "setDocumentLevelProcessing"], [49, 2, 1, "", "setDropPunctuation"], [49, 2, 1, "", "setSelectMostDifferent"], [49, 2, 1, "", "setTopN"], [49, 4, 1, "", "topN"]], "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter": [[50, 1, 1, "", "ChunkSentenceSplitter"]], "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter": [[50, 4, 1, "", "defaultEntity"], [50, 4, 1, "", "groupBySentences"], [50, 4, 1, "", "inputAnnotatorTypes"], [50, 4, 1, "", "insertChunk"], [50, 4, 1, "", "name"], [50, 4, 1, "", "outputAnnotatorType"], [50, 2, 1, "", "setDefaultEntity"], [50, 2, 1, "", "setGroupBySentences"], [50, 2, 1, "", "setInsertChunk"]], "sparknlp_jsl.annotator.chunker.chunker_filterer": [[51, 1, 1, "", "ChunkFilterer"], [51, 1, 1, "", "ChunkFiltererApproach"]], "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer": [[51, 4, 1, "", "blackList"], [51, 4, 1, "", "criteria"], [51, 4, 1, "", "filterValue"], [51, 4, 1, "", "inputAnnotatorTypes"], [51, 4, 1, "", "name"], [51, 4, 1, "", "outputAnnotatorType"], [51, 4, 1, "", "regex"], [51, 2, 1, "", "setBlackList"], [51, 2, 1, "", "setCriteria"], [51, 2, 1, "", "setFilterEntity"], [51, 2, 1, "", "setRegex"], [51, 2, 1, "", "setWhiteList"], [51, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach": [[51, 4, 1, "", "blackList"], [51, 4, 1, "", "criteria"], [51, 4, 1, "", "entitiesConfidenceResource"], [51, 4, 1, "", "filterValue"], [51, 4, 1, "", "inputAnnotatorTypes"], [51, 4, 1, "", "name"], [51, 4, 1, "", "outputAnnotatorType"], [51, 4, 1, "", "regex"], [51, 2, 1, "", "setBlackList"], [51, 2, 1, "", "setCriteria"], [51, 2, 1, "", "setEntitiesConfidenceResource"], [51, 2, 1, "", "setFilterEntity"], [51, 2, 1, "", "setRegex"], [51, 2, 1, "", "setWhiteList"], [51, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.chunker.chunkmapper": [[52, 1, 1, "", "ChunkMapperApproach"], [52, 1, 1, "", "ChunkMapperFuzzyMatchingParams"], [52, 1, 1, "", "ChunkMapperModel"], [52, 1, 1, "", "CommonChunkMapperParams"]], "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach": [[52, 4, 1, "", "dictionary"], [52, 4, 1, "", "inputAnnotatorTypes"], [52, 4, 1, "", "name"], [52, 4, 1, "", "outputAnnotatorType"], [52, 2, 1, "", "setDictionary"], [52, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams": [[52, 4, 1, "", "enableCharFingerprintMatching"], [52, 4, 1, "", "enableFuzzyMatching"], [52, 4, 1, "", "enableTokenFingerprintMatching"], [52, 4, 1, "", "fuzzyDistanceScalingMode"], [52, 4, 1, "", "fuzzyMatchingDistanceThresholds"], [52, 4, 1, "", "fuzzyMatchingDistances"], [52, 4, 1, "", "maxCharNgramFingerprint"], [52, 4, 1, "", "maxTokenNgramDroppingCharsRatio"], [52, 4, 1, "", "maxTokenNgramDroppingOperator"], [52, 4, 1, "", "maxTokenNgramDroppingTokens"], [52, 4, 1, "", "maxTokenNgramFingerprint"], [52, 4, 1, "", "minCharNgramFingerprint"], [52, 4, 1, "", "minTokenNgramFingerprint"], [52, 2, 1, "", "setEnableCharFingerprintMatching"], [52, 2, 1, "", "setEnableFuzzyMatching"], [52, 2, 1, "", "setEnableTokenFingerprintMatching"], [52, 2, 1, "", "setFuzzyDistanceScalingMode"], [52, 2, 1, "", "setFuzzyMatchingDistanceThresholds"], [52, 2, 1, "", "setFuzzyMatchingDistances"], [52, 2, 1, "", "setMaxCharNgramFingerprint"], [52, 2, 1, "", "setMaxTokenNgramDroppingCharsRatio"], [52, 2, 1, "", "setMaxTokenNgramDroppingOperator"], [52, 2, 1, "", "setMaxTokenNgramDroppingTokens"], [52, 2, 1, "", "setMaxTokenNgramFingerprint"], [52, 2, 1, "", "setMinCharNgramFingerprint"], [52, 2, 1, "", "setMinTokenNgramFingerprint"]], "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel": [[52, 4, 1, "", "inputAnnotatorTypes"], [52, 4, 1, "", "name"], [52, 4, 1, "", "outputAnnotatorType"], [52, 2, 1, "", "pretrained"], [52, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams": [[52, 4, 1, "", "allowMultiTokenChunk"], [52, 4, 1, "", "lowerCase"], [52, 4, 1, "", "multivaluesRelations"], [52, 4, 1, "", "rel"], [52, 4, 1, "", "rels"], [52, 2, 1, "", "setAllowMultiTokenChunk"], [52, 2, 1, "", "setLowerCase"], [52, 2, 1, "", "setMultivaluesRelations"], [52, 2, 1, "", "setRel"], [52, 2, 1, "", "setRels"]], "sparknlp_jsl.annotator.chunker.chunkmapper_filterer": [[53, 1, 1, "", "ChunkMapperFilterer"]], "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer": [[53, 4, 1, "", "inputAnnotatorTypes"], [53, 4, 1, "", "name"], [53, 4, 1, "", "outputAnnotatorType"], [53, 4, 1, "", "returnCriteria"], [53, 2, 1, "", "setReturnCriteria"]], "sparknlp_jsl.annotator.chunker.docmapper": [[54, 1, 1, "", "DocMapperApproach"], [54, 1, 1, "", "DocMapperModel"]], "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach": [[54, 4, 1, "", "dictionary"], [54, 4, 1, "", "inputAnnotatorTypes"], [54, 4, 1, "", "name"], [54, 4, 1, "", "outputAnnotatorType"], [54, 2, 1, "", "setDictionary"]], "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel": [[54, 4, 1, "", "inputAnnotatorTypes"], [54, 4, 1, "", "name"], [54, 4, 1, "", "outputAnnotatorType"], [54, 2, 1, "", "pretrained"]], "sparknlp_jsl.annotator.classification": [[56, 0, 0, "-", "document_log_classifier"], [57, 0, 0, "-", "document_ml_classifier"], [58, 0, 0, "-", "generic_log_reg_classifier"], [59, 0, 0, "-", "generic_svm_classifier"], [61, 0, 0, "-", "medical_bert_for_sequence_classification"], [62, 0, 0, "-", "medical_bert_for_token_classifier"], [63, 0, 0, "-", "medical_distilbert_for_sequence_classification"]], "sparknlp_jsl.annotator.classification.document_log_classifier": [[56, 1, 1, "", "DocumentLogRegClassifierApproach"], [56, 1, 1, "", "DocumentLogRegClassifierModel"]], "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach": [[56, 4, 1, "", "classificationModelPath"], [56, 4, 1, "", "fitIntercept"], [56, 4, 1, "", "inputAnnotatorTypes"], [56, 4, 1, "", "labelCol"], [56, 4, 1, "", "labels"], [56, 4, 1, "", "maxIter"], [56, 4, 1, "", "outputAnnotatorType"], [56, 2, 1, "", "setClassificationModelPath"], [56, 2, 1, "", "setFitIntercept"], [56, 2, 1, "", "setLabelColumn"], [56, 2, 1, "", "setLabels"], [56, 2, 1, "", "setMaxIter"], [56, 2, 1, "", "setTol"], [56, 2, 1, "", "setVectorizationModelPath"], [56, 4, 1, "", "tol"], [56, 4, 1, "", "vectorizationModelPath"]], "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel": [[56, 4, 1, "", "classificationModel"], [56, 4, 1, "", "labels"], [56, 4, 1, "", "mergeChunks"], [56, 4, 1, "", "name"], [56, 4, 1, "", "outputAnnotatorType"], [56, 2, 1, "", "pretrained"], [56, 2, 1, "", "setClassificationModel"], [56, 2, 1, "", "setLabels"], [56, 2, 1, "", "setMergeChunks"], [56, 2, 1, "", "setVectorizationModel"], [56, 4, 1, "", "vectorizationModel"]], "sparknlp_jsl.annotator.classification.document_ml_classifier": [[57, 1, 1, "", "DocumentMLClassifierApproach"], [57, 1, 1, "", "DocumentMLClassifierModel"], [57, 1, 1, "", "DocumentMLClassifierParams"]], "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach": [[57, 4, 1, "", "classificationModelClass"], [57, 4, 1, "", "classificationModelPath"], [57, 4, 1, "", "fitIntercept"], [57, 4, 1, "", "inputAnnotatorTypes"], [57, 4, 1, "", "labelCol"], [57, 4, 1, "", "maxIter"], [57, 4, 1, "", "outputAnnotatorType"], [57, 2, 1, "", "setClassificationModelClass"], [57, 2, 1, "", "setClassificationModelPath"], [57, 2, 1, "", "setFitIntercept"], [57, 2, 1, "", "setLabelCol"], [57, 2, 1, "", "setMaxIter"], [57, 2, 1, "", "setMaxTokenNgram"], [57, 2, 1, "", "setMinTokenNgram"], [57, 2, 1, "", "setTol"], [57, 2, 1, "", "setVectorizationModelPath"], [57, 4, 1, "", "tol"], [57, 4, 1, "", "vectorizationModelPath"]], "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel": [[57, 4, 1, "", "classificationModel"], [57, 4, 1, "", "inputAnnotatorTypes"], [57, 4, 1, "", "labels"], [57, 4, 1, "", "name"], [57, 4, 1, "", "outputAnnotatorType"], [57, 2, 1, "", "pretrained"], [57, 2, 1, "", "setClassificationModel"], [57, 2, 1, "", "setLabels"], [57, 2, 1, "", "setVectorizationModel"], [57, 4, 1, "", "vectorizationModel"]], "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams": [[57, 4, 1, "", "labels"], [57, 4, 1, "", "maxTokenNgram"], [57, 4, 1, "", "mergeChunks"], [57, 4, 1, "", "minTokenNgram"], [57, 2, 1, "", "setLabels"], [57, 2, 1, "", "setMergeChunks"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier": [[58, 1, 1, "", "GenericLogRegClassifierApproach"], [58, 1, 1, "", "GenericLogRegClassifierModel"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach": [[58, 4, 1, "", "inputAnnotatorTypes"], [58, 4, 1, "", "name"], [58, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel": [[58, 4, 1, "", "inputAnnotatorTypes"], [58, 4, 1, "", "name"], [58, 4, 1, "", "outputAnnotatorType"], [58, 2, 1, "", "pretrained"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier": [[59, 1, 1, "", "GenericSVMClassifierApproach"], [59, 1, 1, "", "GenericSVMClassifierModel"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach": [[59, 4, 1, "", "inputAnnotatorTypes"], [59, 4, 1, "", "name"], [59, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel": [[59, 4, 1, "", "inputAnnotatorTypes"], [59, 4, 1, "", "name"], [59, 4, 1, "", "outputAnnotatorType"], [59, 2, 1, "", "pretrained"]], "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification": [[61, 1, 1, "", "MedicalBertForSequenceClassification"]], "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification": [[61, 4, 1, "", "coalesceSentences"], [61, 4, 1, "", "configProtoBytes"], [61, 2, 1, "", "getClasses"], [61, 4, 1, "", "inputAnnotatorTypes"], [61, 2, 1, "", "loadSavedModel"], [61, 2, 1, "", "loadSavedModelOpenSource"], [61, 4, 1, "", "maxSentenceLength"], [61, 4, 1, "", "name"], [61, 4, 1, "", "outputAnnotatorType"], [61, 2, 1, "", "pretrained"], [61, 2, 1, "", "setCoalesceSentences"], [61, 2, 1, "", "setConfigProtoBytes"], [61, 2, 1, "", "setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier": [[62, 1, 1, "", "MedicalBertForTokenClassifier"]], "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier": [[62, 4, 1, "", "configProtoBytes"], [62, 2, 1, "", "getClasses"], [62, 4, 1, "", "inputAnnotatorTypes"], [62, 2, 1, "", "loadSavedModel"], [62, 2, 1, "", "loadSavedModelOpenSource"], [62, 4, 1, "", "maxSentenceLength"], [62, 4, 1, "", "name"], [62, 4, 1, "", "outputAnnotatorType"], [62, 2, 1, "", "pretrained"], [62, 2, 1, "", "setConfigProtoBytes"], [62, 2, 1, "", "setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification": [[63, 1, 1, "", "MedicalDistilBertForSequenceClassification"]], "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification": [[63, 4, 1, "", "coalesceSentences"], [63, 4, 1, "", "configProtoBytes"], [63, 2, 1, "", "getClasses"], [63, 4, 1, "", "inputAnnotatorTypes"], [63, 2, 1, "", "loadSavedModel"], [63, 2, 1, "", "loadSavedModelOpenSource"], [63, 4, 1, "", "maxSentenceLength"], [63, 4, 1, "", "name"], [63, 4, 1, "", "outputAnnotatorType"], [63, 2, 1, "", "pretrained"], [63, 2, 1, "", "setCoalesceSentences"], [63, 2, 1, "", "setConfigProtoBytes"], [63, 2, 1, "", "setMaxSentenceLength"]], "sparknlp_jsl.annotator.context": [[64, 0, 0, "-", "contextual_parser"]], "sparknlp_jsl.annotator.context.contextual_parser": [[64, 1, 1, "", "ContextualParserApproach"], [64, 1, 1, "", "ContextualParserModel"]], "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach": [[64, 4, 1, "", "caseSensitive"], [64, 4, 1, "", "completeContextMatch"], [64, 4, 1, "", "dictionary"], [64, 4, 1, "", "inputAnnotatorTypes"], [64, 4, 1, "", "jsonPath"], [64, 4, 1, "", "optionalContextRules"], [64, 4, 1, "", "outputAnnotatorType"], [64, 4, 1, "", "prefixAndSuffixMatch"], [64, 2, 1, "", "setCaseSensitive"], [64, 2, 1, "", "setCompleteContextMatch"], [64, 2, 1, "", "setDictionary"], [64, 2, 1, "", "setJsonPath"], [64, 2, 1, "", "setOptionalContextRules"], [64, 2, 1, "", "setPrefixAndSuffixMatch"], [64, 2, 1, "", "setShortestContextMatch"], [64, 4, 1, "", "shortestContextMatch"]], "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel": [[64, 4, 1, "", "caseSensitive"], [64, 4, 1, "", "inputAnnotatorTypes"], [64, 4, 1, "", "optionalContextRules"], [64, 4, 1, "", "outputAnnotatorType"], [64, 4, 1, "", "prefixAndSuffixMatch"], [64, 2, 1, "", "setCaseSensitive"], [64, 2, 1, "", "setOptionalContextRules"], [64, 2, 1, "", "setPrefixAndSuffixMatch"], [64, 2, 1, "", "setShortestContextMatch"], [64, 4, 1, "", "shortestContextMatch"]], "sparknlp_jsl.annotator.deid": [[66, 0, 0, "-", "deIdentification"], [67, 0, 0, "-", "doccument_hashcoder"], [69, 0, 0, "-", "name_obfuscator"], [70, 0, 0, "-", "reIdentification"], [71, 0, 0, "-", "replacer"]], "sparknlp_jsl.annotator.deid.deIdentification": [[66, 1, 1, "", "DeIdentification"], [66, 1, 1, "", "DeIdentificationModel"]], "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification": [[66, 4, 1, "", "ageRanges"], [66, 4, 1, "", "blackList"], [66, 4, 1, "", "consistentObfuscation"], [66, 4, 1, "", "dateFormats"], [66, 4, 1, "", "dateTag"], [66, 4, 1, "", "dateToYear"], [66, 4, 1, "", "days"], [66, 4, 1, "", "fixedMaskLength"], [66, 2, 1, "", "getBlackList"], [66, 2, 1, "", "getSameLengthFormattedEntities"], [66, 4, 1, "", "ignoreRegex"], [66, 4, 1, "", "inputAnnotatorTypes"], [66, 4, 1, "", "isRandomDateDisplacement"], [66, 4, 1, "", "language"], [66, 4, 1, "", "mappingsColumn"], [66, 4, 1, "", "maskingPolicy"], [66, 4, 1, "", "minYear"], [66, 4, 1, "", "mode"], [66, 4, 1, "", "name"], [66, 4, 1, "", "obfuscateDate"], [66, 4, 1, "", "obfuscateRefFile"], [66, 4, 1, "", "obfuscateRefSource"], [66, 4, 1, "", "outputAnnotatorType"], [66, 4, 1, "", "outputAsDocument"], [66, 4, 1, "", "refFileFormat"], [66, 4, 1, "", "refSep"], [66, 4, 1, "", "regexOverride"], [66, 4, 1, "", "regexPatternsDictionary"], [66, 4, 1, "", "region"], [66, 4, 1, "", "returnEntityMappings"], [66, 4, 1, "", "sameEntityThreshold"], [66, 4, 1, "", "sameLengthFormattedEntities"], [66, 4, 1, "", "seed"], [66, 4, 1, "", "selectiveObfuscationModesPath"], [66, 2, 1, "", "setAgeRanges"], [66, 2, 1, "", "setBlackList"], [66, 2, 1, "", "setConsistentObfuscation"], [66, 2, 1, "", "setDateFormats"], [66, 2, 1, "", "setDateTag"], [66, 2, 1, "", "setDateToYear"], [66, 2, 1, "", "setDays"], [66, 2, 1, "", "setFixedMaskLength"], [66, 2, 1, "", "setIgnoreRegex"], [66, 2, 1, "", "setIsRandomDateDisplacement"], [66, 2, 1, "", "setLanguage"], [66, 2, 1, "", "setMappingsColumn"], [66, 2, 1, "", "setMaskingPolicy"], [66, 2, 1, "", "setMinYear"], [66, 2, 1, "", "setMode"], [66, 2, 1, "", "setObfuscateDate"], [66, 2, 1, "", "setObfuscateRefFile"], [66, 2, 1, "", "setObfuscateRefSource"], [66, 2, 1, "", "setOutputAsDocument"], [66, 2, 1, "", "setRefFileFormat"], [66, 2, 1, "", "setRefSep"], [66, 2, 1, "", "setRegexOverride"], [66, 2, 1, "", "setRegexPatternsDictionary"], [66, 2, 1, "", "setRegion"], [66, 2, 1, "", "setReturnEntityMappings"], [66, 2, 1, "", "setSameEntityThreshold"], [66, 2, 1, "", "setSameLengthFormattedEntities"], [66, 2, 1, "", "setSeed"], [66, 2, 1, "", "setSelectiveObfuscationModes"], [66, 2, 1, "", "setUnnormalizedDateMode"], [66, 2, 1, "", "setUseShifDays"], [66, 2, 1, "", "setZipCodeTag"], [66, 4, 1, "", "unnormalizedDateMode"], [66, 4, 1, "", "useShifDays"], [66, 4, 1, "", "zipCodeTag"]], "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel": [[66, 4, 1, "", "ageRanges"], [66, 4, 1, "", "blackList"], [66, 4, 1, "", "consistentObfuscation"], [66, 4, 1, "id0", "dateFormats"], [66, 4, 1, "", "dateTag"], [66, 4, 1, "", "dateToYear"], [66, 4, 1, "", "days"], [66, 4, 1, "", "fixedMaskLength"], [66, 2, 1, "", "getBlackList"], [66, 2, 1, "", "getRegexEntities"], [66, 2, 1, "", "getSameLengthFormattedEntities"], [66, 4, 1, "", "ignoreRegex"], [66, 4, 1, "", "inputAnnotatorTypes"], [66, 4, 1, "", "isRandomDateDisplacement"], [66, 4, 1, "", "language"], [66, 4, 1, "", "mappingsColumn"], [66, 4, 1, "", "maskingPolicy"], [66, 4, 1, "", "minYear"], [66, 4, 1, "id13", "mode"], [66, 4, 1, "", "name"], [66, 4, 1, "", "obfuscateDate"], [66, 4, 1, "", "obfuscateRefSource"], [66, 4, 1, "", "outputAnnotatorType"], [66, 4, 1, "", "outputAsDocument"], [66, 2, 1, "", "pretrained"], [66, 4, 1, "", "regexEntities"], [66, 4, 1, "", "regexOverride"], [66, 4, 1, "", "region"], [66, 4, 1, "", "returnEntityMappings"], [66, 4, 1, "", "sameEntityThreshold"], [66, 4, 1, "", "sameLengthFormattedEntities"], [66, 4, 1, "", "seed"], [66, 2, 1, "", "setAgeRanges"], [66, 2, 1, "", "setBlackList"], [66, 2, 1, "", "setConsistentObfuscation"], [66, 2, 1, "", "setDateFormats"], [66, 2, 1, "", "setDateTag"], [66, 2, 1, "", "setDateToYear"], [66, 2, 1, "", "setDays"], [66, 2, 1, "", "setFixedMaskLength"], [66, 2, 1, "", "setIgnoreRegex"], [66, 2, 1, "", "setIsRandomDateDisplacement"], [66, 2, 1, "", "setLanguage"], [66, 2, 1, "", "setMappingsColumn"], [66, 2, 1, "", "setMaskingPolicy"], [66, 2, 1, "", "setMinYear"], [66, 2, 1, "", "setMode"], [66, 2, 1, "", "setObfuscateDate"], [66, 2, 1, "", "setObfuscateRefSource"], [66, 2, 1, "", "setOutputAsDocument"], [66, 2, 1, "", "setRegexOverride"], [66, 2, 1, "", "setRegion"], [66, 2, 1, "", "setReturnEntityMappings"], [66, 2, 1, "", "setSameEntityThreshold"], [66, 2, 1, "", "setSameLengthFormattedEntities"], [66, 2, 1, "", "setSeed"], [66, 2, 1, "", "setUnnormalizedDateMode"], [66, 2, 1, "", "setUseShifDays"], [66, 2, 1, "", "setZipCodeTag"], [66, 4, 1, "", "unnormalizedDateMode"], [66, 4, 1, "", "useShifDays"], [66, 4, 1, "", "zipCodeTag"]], "sparknlp_jsl.annotator.deid.doccument_hashcoder": [[67, 1, 1, "", "DocumentHashCoder"]], "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder": [[67, 4, 1, "", "dateShiftColumn"], [67, 4, 1, "", "inputAnnotatorTypes"], [67, 4, 1, "", "name"], [67, 4, 1, "", "newDateShift"], [67, 4, 1, "", "outputAnnotatorType"], [67, 4, 1, "", "patientIdColumn"], [67, 4, 1, "", "rangeDays"], [67, 4, 1, "", "seed"], [67, 2, 1, "", "setDateShiftColumn"], [67, 2, 1, "", "setNewDateShift"], [67, 2, 1, "", "setParams"], [67, 2, 1, "", "setPatientIdColumn"], [67, 2, 1, "", "setRangeDays"], [67, 2, 1, "", "setSeed"]], "sparknlp_jsl.annotator.deid.name_obfuscator": [[69, 1, 1, "", "NameChunkObfuscator"], [69, 1, 1, "", "NameChunkObfuscatorApproach"]], "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator": [[69, 4, 1, "", "inputAnnotatorTypes"], [69, 4, 1, "", "language"], [69, 4, 1, "", "obfuscateRefSource"], [69, 4, 1, "", "outputAnnotatorType"], [69, 2, 1, "", "pretrained"], [69, 4, 1, "", "sameLength"], [69, 4, 1, "", "seed"], [69, 2, 1, "", "setLanguage"], [69, 2, 1, "", "setObfuscateRefSource"], [69, 2, 1, "", "setSameLength"], [69, 2, 1, "", "setSeed"]], "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach": [[69, 4, 1, "", "inputAnnotatorTypes"], [69, 4, 1, "", "language"], [69, 4, 1, "", "obfuscateRefFile"], [69, 4, 1, "", "obfuscateRefSource"], [69, 4, 1, "", "outputAnnotatorType"], [69, 4, 1, "", "refFileFormat"], [69, 4, 1, "", "refSep"], [69, 4, 1, "", "sameLength"], [69, 4, 1, "", "seed"], [69, 2, 1, "", "setLanguage"], [69, 2, 1, "", "setObfuscateRefFile"], [69, 2, 1, "", "setObfuscateRefSource"], [69, 2, 1, "", "setRefFileFormat"], [69, 2, 1, "", "setRefSep"], [69, 2, 1, "", "setSameLength"], [69, 2, 1, "", "setSeed"]], "sparknlp_jsl.annotator.deid.reIdentification": [[70, 1, 1, "", "ReIdentification"]], "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification": [[70, 4, 1, "", "inputAnnotatorTypes"], [70, 4, 1, "", "name"], [70, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.deid.replacer": [[71, 1, 1, "", "Replacer"]], "sparknlp_jsl.annotator.deid.replacer.Replacer": [[71, 2, 1, "", "getUseReplacement"], [71, 4, 1, "", "inputAnnotatorTypes"], [71, 4, 1, "", "name"], [71, 4, 1, "", "outputAnnotatorType"], [71, 2, 1, "", "setUseReplacement"], [71, 4, 1, "", "useReplacement"]], "sparknlp_jsl.annotator.disambiguation": [[73, 0, 0, "-", "ner_disambiguator"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator": [[73, 1, 1, "", "NerDisambiguator"], [73, 1, 1, "", "NerDisambiguatorModel"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator": [[73, 4, 1, "", "embeddingTypeParam"], [73, 4, 1, "", "inputAnnotatorTypes"], [73, 4, 1, "", "levenshteinDistanceThresholdParam"], [73, 4, 1, "", "narrowWithApproximateMatching"], [73, 4, 1, "", "nearMatchingGapParam"], [73, 4, 1, "", "numFirstChars"], [73, 4, 1, "", "outputAnnotatorType"], [73, 4, 1, "", "predictionsLimit"], [73, 4, 1, "", "s3KnowledgeBaseName"], [73, 2, 1, "", "setEmbeddingType"], [73, 2, 1, "", "setLevenshteinDistanceThresholdParam"], [73, 2, 1, "", "setNarrowWithApproximateMatching"], [73, 2, 1, "", "setNearMatchingGapParam"], [73, 2, 1, "", "setNumFirstChars"], [73, 2, 1, "", "setPredictionLimit"], [73, 2, 1, "", "setS3KnowledgeBaseName"], [73, 2, 1, "", "setTokenSearch"], [73, 4, 1, "", "tokenSearch"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel": [[73, 4, 1, "", "embeddingTypeParam"], [73, 4, 1, "", "inputAnnotatorTypes"], [73, 4, 1, "", "levenshteinDistanceThresholdParam"], [73, 4, 1, "", "name"], [73, 4, 1, "", "narrowWithApproximateMatching"], [73, 4, 1, "", "nearMatchingGapParam"], [73, 4, 1, "", "numFirstChars"], [73, 4, 1, "", "outputAnnotatorType"], [73, 4, 1, "", "predictionsLimit"], [73, 2, 1, "", "pretrained"], [73, 2, 1, "", "setEmbeddingType"], [73, 2, 1, "", "setLevenshteinDistanceThresholdParam"], [73, 2, 1, "", "setNarrowWithApproximateMatching"], [73, 2, 1, "", "setNearMatchingGapParam"], [73, 2, 1, "", "setNumFirstChars"], [73, 2, 1, "", "setPredictionLimit"], [73, 2, 1, "", "setTokenSearch"], [73, 4, 1, "", "tokenSearch"]], "sparknlp_jsl.annotator.doc2_chunk_internal": [[74, 1, 1, "", "Doc2ChunkInternal"]], "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal": [[74, 4, 1, "", "chunkCol"], [74, 4, 1, "", "failOnMissing"], [74, 4, 1, "", "inputAnnotatorTypes"], [74, 4, 1, "", "isArray"], [74, 4, 1, "", "lowerCase"], [74, 4, 1, "", "name"], [74, 2, 1, "", "setChunkCol"], [74, 2, 1, "", "setFailOnMissing"], [74, 2, 1, "", "setIsArray"], [74, 2, 1, "", "setLowerCase"], [74, 2, 1, "", "setParams"], [74, 2, 1, "", "setStartCol"], [74, 2, 1, "", "setStartColByTokenIndex"], [74, 4, 1, "", "startCol"], [74, 4, 1, "", "startColByTokenIndex"]], "sparknlp_jsl.annotator.embeddings": [[75, 0, 0, "-", "average_embeddings"], [76, 0, 0, "-", "bert_sentence_embeddings"], [77, 0, 0, "-", "entity_chunk_embeddings"]], "sparknlp_jsl.annotator.embeddings.average_embeddings": [[75, 1, 1, "", "AverageEmbeddings"]], "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings": [[75, 4, 1, "", "inputAnnotatorTypes"], [75, 4, 1, "", "name"], [75, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings": [[76, 1, 1, "", "BertSentenceChunkEmbeddings"]], "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings": [[76, 4, 1, "", "chunkWeight"], [76, 4, 1, "", "inputAnnotatorTypes"], [76, 2, 1, "", "load"], [76, 4, 1, "", "name"], [76, 4, 1, "", "outputAnnotatorType"], [76, 2, 1, "", "pretrained"], [76, 2, 1, "", "setChunkWeight"]], "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings": [[77, 1, 1, "", "EntityChunkEmbeddings"]], "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings": [[77, 4, 1, "", "entityWeights"], [77, 4, 1, "", "inputAnnotatorTypes"], [77, 4, 1, "", "maxSyntacticDistance"], [77, 4, 1, "", "name"], [77, 4, 1, "", "outputAnnotatorType"], [77, 2, 1, "", "pretrained"], [77, 2, 1, "", "setEntityWeights"], [77, 2, 1, "", "setMaxSyntacticDistance"], [77, 2, 1, "", "setTargetEntities"], [77, 4, 1, "", "targetEntities"]], "sparknlp_jsl.annotator.feature_assembler": [[79, 1, 1, "", "FeaturesAssembler"]], "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler": [[79, 4, 1, "", "inputAnnotatorTypes"], [79, 4, 1, "", "inputCols"], [79, 4, 1, "", "name"], [79, 4, 1, "", "outputAnnotatorType"], [79, 4, 1, "", "outputCol"], [79, 2, 1, "", "setInputCols"], [79, 2, 1, "", "setOutputCol"], [79, 2, 1, "", "setParams"], [79, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.generic_classifier": [[80, 0, 0, "-", "generic_classifier"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier": [[80, 1, 1, "", "GenericClassifierApproach"], [80, 1, 1, "", "GenericClassifierModel"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach": [[80, 4, 1, "", "batchSize"], [80, 4, 1, "", "dropout"], [80, 4, 1, "", "epochsN"], [80, 4, 1, "", "featureScaling"], [80, 4, 1, "", "fixImbalance"], [80, 4, 1, "", "inputAnnotatorTypes"], [80, 4, 1, "", "labelColumn"], [80, 4, 1, "", "learningRate"], [80, 4, 1, "", "modelFile"], [80, 4, 1, "", "multiClass"], [80, 4, 1, "", "outputAnnotatorType"], [80, 4, 1, "", "outputLogsPath"], [80, 2, 1, "", "setBatchSize"], [80, 2, 1, "", "setDropout"], [80, 2, 1, "", "setEpochsNumber"], [80, 2, 1, "", "setFeatureScaling"], [80, 2, 1, "", "setFixImbalance"], [80, 2, 1, "", "setLabelCol"], [80, 2, 1, "", "setLearningRate"], [80, 2, 1, "", "setModelFile"], [80, 2, 1, "", "setMultiClass"], [80, 2, 1, "", "setOutputLogsPath"], [80, 2, 1, "", "setValidationSplit"], [80, 4, 1, "", "validationSplit"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel": [[80, 4, 1, "", "classes"], [80, 4, 1, "", "inputAnnotatorTypes"], [80, 4, 1, "", "multiClass"], [80, 4, 1, "", "name"], [80, 4, 1, "", "outputAnnotatorType"], [80, 2, 1, "", "pretrained"], [80, 2, 1, "", "setMultiClass"]], "sparknlp_jsl.annotator.merge": [[83, 0, 0, "-", "chunk_merge"]], "sparknlp_jsl.annotator.merge.chunk_merge": [[83, 1, 1, "", "ChunkMergeApproach"], [83, 1, 1, "", "ChunkMergeModel"], [83, 1, 1, "", "FilteringParams"], [83, 1, 1, "", "MergeCommonParams"], [83, 1, 1, "", "MergePrioritizationParams"], [83, 1, 1, "", "MergeResourceParams"]], "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach": [[83, 4, 1, "", "inputAnnotatorTypes"], [83, 4, 1, "", "name"], [83, 4, 1, "", "outputAnnotatorType"], [83, 2, 1, "", "setInputCols"]], "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel": [[83, 4, 1, "", "inputAnnotatorTypes"], [83, 4, 1, "", "name"], [83, 4, 1, "", "outputAnnotatorType"], [83, 2, 1, "", "pretrained"], [83, 2, 1, "", "setInputCols"]], "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams": [[83, 4, 1, "", "blackList"], [83, 4, 1, "", "criteria"], [83, 4, 1, "", "entitiesConfidence"], [83, 4, 1, "", "filterValue"], [83, 4, 1, "", "regex"], [83, 2, 1, "", "setBlackList"], [83, 2, 1, "", "setCriteria"], [83, 2, 1, "", "setFilterValue"], [83, 2, 1, "", "setRegex"], [83, 2, 1, "", "setWhiteList"], [83, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams": [[83, 4, 1, "", "mergeOverlapping"], [83, 2, 1, "", "setMergeOverlapping"]], "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams": [[83, 4, 1, "", "chunkPrecedence"], [83, 4, 1, "", "chunkPrecedenceValuePrioritization"], [83, 4, 1, "", "defaultConfidence"], [83, 4, 1, "", "orderingFeatures"], [83, 4, 1, "", "selectionStrategy"], [83, 2, 1, "", "setChunkPrecedence"], [83, 2, 1, "", "setChunkPrecedenceValuePrioritization"], [83, 2, 1, "", "setDefaultConfidence"], [83, 2, 1, "", "setOrderingFeatures"], [83, 2, 1, "", "setSelectionStrategy"]], "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams": [[83, 4, 1, "", "entitiesConfidenceResource"], [83, 4, 1, "", "falsePositivesResource"], [83, 4, 1, "", "replaceDictResource"], [83, 2, 1, "", "setEntitiesConfidenceResource"], [83, 2, 1, "", "setFalsePositivesResource"], [83, 2, 1, "", "setReplaceDictResource"]], "sparknlp_jsl.annotator.ner": [[86, 0, 0, "-", "iob_tagger"], [87, 0, 0, "-", "medical_ner"], [88, 0, 0, "-", "ner_chunker"], [89, 0, 0, "-", "ner_converter_internal"], [90, 0, 0, "-", "zero_shot_ner"]], "sparknlp_jsl.annotator.ner.iob_tagger": [[86, 1, 1, "", "IOBTagger"]], "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger": [[86, 4, 1, "", "inputAnnotatorTypes"], [86, 4, 1, "", "name"], [86, 4, 1, "", "outputAnnotatorType"], [86, 4, 1, "", "scheme"], [86, 2, 1, "", "setScheme"]], "sparknlp_jsl.annotator.ner.medical_ner": [[87, 1, 1, "", "MedicalNerApproach"], [87, 1, 1, "", "MedicalNerModel"]], "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach": [[87, 4, 1, "", "batchSize"], [87, 4, 1, "", "configProtoBytes"], [87, 4, 1, "", "dropout"], [87, 4, 1, "", "earlyStoppingCriterion"], [87, 4, 1, "", "earlyStoppingPatience"], [87, 4, 1, "", "enableMemoryOptimizer"], [87, 4, 1, "", "graphFile"], [87, 4, 1, "", "graphFolder"], [87, 4, 1, "", "includeAllConfidenceScores"], [87, 4, 1, "", "includeConfidence"], [87, 4, 1, "", "inputAnnotatorTypes"], [87, 4, 1, "", "logPrefix"], [87, 4, 1, "", "lr"], [87, 4, 1, "", "outputAnnotatorType"], [87, 4, 1, "", "overrideExistingTags"], [87, 4, 1, "", "po"], [87, 4, 1, "", "pretrainedModelPath"], [87, 4, 1, "", "randomValidationSplitPerEpoch"], [87, 2, 1, "", "setBatchSize"], [87, 2, 1, "", "setConfigProtoBytes"], [87, 2, 1, "", "setDropout"], [87, 2, 1, "", "setEarlyStoppingCriterion"], [87, 2, 1, "", "setEarlyStoppingPatience"], [87, 2, 1, "", "setEnableMemoryOptimizer"], [87, 2, 1, "", "setGraphFile"], [87, 2, 1, "", "setGraphFolder"], [87, 2, 1, "", "setIncludeAllConfidenceScores"], [87, 2, 1, "", "setIncludeConfidence"], [87, 2, 1, "", "setLogPrefix"], [87, 2, 1, "", "setLr"], [87, 2, 1, "", "setOverrideExistingTags"], [87, 2, 1, "", "setPo"], [87, 2, 1, "", "setPretrainedModelPath"], [87, 2, 1, "", "setRandomValidationSplitPerEpoch"], [87, 2, 1, "", "setTagsMapping"], [87, 2, 1, "", "setUseBestModel"], [87, 2, 1, "", "setUseContrib"], [87, 2, 1, "", "setValidationSplit"], [87, 4, 1, "", "tagsMapping"], [87, 4, 1, "", "useBestModel"], [87, 4, 1, "", "useContrib"]], "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel": [[87, 4, 1, "", "classes"], [87, 4, 1, "", "configProtoBytes"], [87, 2, 1, "", "getTrainingClassDistribution"], [87, 4, 1, "", "includeAllConfidenceScores"], [87, 4, 1, "", "includeConfidence"], [87, 4, 1, "", "inferenceBatchSize"], [87, 4, 1, "", "inputAnnotatorTypes"], [87, 4, 1, "", "labelCasing"], [87, 2, 1, "", "loadSavedModel"], [87, 4, 1, "", "name"], [87, 4, 1, "", "outputAnnotatorType"], [87, 2, 1, "id0", "pretrained"], [87, 2, 1, "", "setConfigProtoBytes"], [87, 2, 1, "", "setIncludeConfidence"], [87, 2, 1, "", "setInferenceBatchSize"], [87, 2, 1, "", "setLabelCasing"], [87, 4, 1, "", "trainingClassDistribution"]], "sparknlp_jsl.annotator.ner.ner_chunker": [[88, 1, 1, "", "NerChunker"]], "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker": [[88, 4, 1, "", "inputAnnotatorTypes"], [88, 4, 1, "", "name"], [88, 4, 1, "", "outputAnnotatorType"], [88, 4, 1, "", "regexParsers"], [88, 2, 1, "", "setRegexParsers"]], "sparknlp_jsl.annotator.ner.ner_converter_internal": [[89, 1, 1, "", "CommonNerConverterInternalParams"], [89, 1, 1, "", "NerConverterInternal"], [89, 1, 1, "", "NerConverterInternalModel"]], "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams": [[89, 4, 1, "", "blackList"], [89, 4, 1, "", "greedyMode"], [89, 4, 1, "", "ignoreStopWords"], [89, 4, 1, "", "preservePosition"], [89, 2, 1, "", "setBlackList"], [89, 2, 1, "", "setGreedyMode"], [89, 2, 1, "", "setIgnoreStopWords"], [89, 2, 1, "", "setPreservePosition"], [89, 2, 1, "", "setThreshold"], [89, 2, 1, "", "setWhiteList"], [89, 4, 1, "", "threshold"], [89, 4, 1, "", "whiteList"]], "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal": [[89, 4, 1, "", "inputAnnotatorTypes"], [89, 4, 1, "", "name"], [89, 4, 1, "", "outputAnnotatorType"], [89, 4, 1, "", "replaceDictResource"], [89, 4, 1, "", "replaceLabels"], [89, 2, 1, "", "setReplaceDictResource"], [89, 2, 1, "", "setReplaceLabels"]], "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel": [[89, 4, 1, "", "inputAnnotatorTypes"], [89, 4, 1, "", "name"], [89, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.ner.zero_shot_ner": [[90, 1, 1, "", "ZeroShotNerModel"]], "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel": [[90, 2, 1, "", "getClasses"], [90, 4, 1, "", "ignoreEntities"], [90, 4, 1, "", "inputAnnotatorTypes"], [90, 2, 1, "", "load"], [90, 4, 1, "", "name"], [90, 4, 1, "", "outputAnnotatorType"], [90, 4, 1, "", "predictionThreshold"], [90, 2, 1, "", "pretrained"], [90, 2, 1, "", "setEntityDefinitions"], [90, 2, 1, "", "setPredictionThreshold"]], "sparknlp_jsl.annotator.normalizer": [[91, 0, 0, "-", "date_normalizer"], [92, 0, 0, "-", "drug_normalizer"]], "sparknlp_jsl.annotator.normalizer.date_normalizer": [[91, 1, 1, "", "DateNormalizer"]], "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer": [[91, 4, 1, "", "anchorDateDay"], [91, 4, 1, "", "anchorDateMonth"], [91, 4, 1, "", "anchorDateYear"], [91, 4, 1, "", "defaultReplacementDay"], [91, 4, 1, "", "defaultReplacementMonth"], [91, 4, 1, "", "defaultReplacementYear"], [91, 4, 1, "", "inputAnnotatorTypes"], [91, 4, 1, "", "name"], [91, 4, 1, "", "outputAnnotatorType"], [91, 4, 1, "", "outputDateFormat"], [91, 2, 1, "", "setAnchorDateDay"], [91, 2, 1, "", "setAnchorDateMonth"], [91, 2, 1, "", "setAnchorDateYear"], [91, 2, 1, "", "setDefaultReplacementDay"], [91, 2, 1, "", "setDefaultReplacementMonth"], [91, 2, 1, "", "setDefaultReplacementYear"], [91, 2, 1, "", "setOutputDateformat"]], "sparknlp_jsl.annotator.normalizer.drug_normalizer": [[92, 1, 1, "", "DrugNormalizer"]], "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer": [[92, 4, 1, "", "inputAnnotatorTypes"], [92, 4, 1, "", "lowercase"], [92, 4, 1, "", "outputAnnotatorType"], [92, 4, 1, "", "policy"], [92, 2, 1, "", "setLowercase"], [92, 2, 1, "", "setPolicy"]], "sparknlp_jsl.annotator.qa": [[94, 0, 0, "-", "gpt_generation_params"], [96, 0, 0, "-", "medical_qa"], [97, 0, 0, "-", "qa_ner_generator"]], "sparknlp_jsl.annotator.qa.gpt_generation_params": [[94, 1, 1, "", "GPTGenerationParams"]], "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams": [[94, 4, 1, "", "doSample"], [94, 4, 1, "", "ignoreTokenIds"], [94, 4, 1, "", "maxContextLength"], [94, 4, 1, "", "maxNewTokens"], [94, 2, 1, "", "setDoSample"], [94, 2, 1, "", "setIgnoreTokenIds"], [94, 2, 1, "", "setMaxContextLength"], [94, 2, 1, "", "setMaxNewTokens"], [94, 2, 1, "", "setRandomSeed"], [94, 2, 1, "", "setTopK"], [94, 4, 1, "", "topK"]], "sparknlp_jsl.annotator.qa.medical_qa": [[96, 1, 1, "", "MedicalQuestionAnswering"]], "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering": [[96, 4, 1, "", "configProtoBytes"], [96, 2, 1, "", "getQuestionTypes"], [96, 4, 1, "", "inputAnnotatorTypes"], [96, 2, 1, "", "loadSavedModel"], [96, 4, 1, "", "name"], [96, 4, 1, "", "outputAnnotatorType"], [96, 2, 1, "", "pretrained"], [96, 4, 1, "", "questionType"], [96, 2, 1, "", "setConfigProtoBytes"], [96, 2, 1, "", "setQuestionAnswerTerminals"], [96, 2, 1, "", "setQuestionPrompts"], [96, 2, 1, "", "setQuestionSkipLastToken"], [96, 2, 1, "", "setQuestionType"], [96, 2, 1, "", "setUseCache"], [96, 4, 1, "", "useCache"]], "sparknlp_jsl.annotator.qa.qa_ner_generator": [[97, 1, 1, "", "NerQuestionGenerator"]], "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator": [[97, 4, 1, "", "entities1"], [97, 4, 1, "", "entities2"], [97, 4, 1, "", "inputAnnotatorTypes"], [97, 4, 1, "", "name"], [97, 4, 1, "", "outputAnnotatorType"], [97, 4, 1, "", "questionMark"], [97, 4, 1, "", "questionPronoun"], [97, 2, 1, "", "setEntities1"], [97, 2, 1, "", "setEntities2"], [97, 2, 1, "", "setQuestionMark"], [97, 2, 1, "", "setQuestionPronoun"], [97, 2, 1, "", "setStrategyType"], [97, 4, 1, "", "strategyType"]], "sparknlp_jsl.annotator.re": [[99, 0, 0, "-", "relation_extraction"], [100, 0, 0, "-", "relation_extraction_dl"], [101, 0, 0, "-", "relation_ner_chunk_filter"], [102, 0, 0, "-", "zero_shot_relation_extraction"]], "sparknlp_jsl.annotator.re.relation_extraction": [[99, 1, 1, "", "GenericREModel"], [99, 1, 1, "", "PosologyREModel"], [99, 1, 1, "", "RelationExtractionApproach"], [99, 1, 1, "", "RelationExtractionModel"]], "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach": [[99, 4, 1, "", "customLabels"], [99, 4, 1, "", "fromEntityBeginCol"], [99, 4, 1, "", "fromEntityEndCol"], [99, 4, 1, "", "fromEntityLabelCol"], [99, 4, 1, "", "inputAnnotatorTypes"], [99, 4, 1, "", "maxSyntacticDistance"], [99, 4, 1, "", "name"], [99, 4, 1, "", "outputAnnotatorType"], [99, 4, 1, "", "overrideExistingLabels"], [99, 4, 1, "", "pretrainedModelPath"], [99, 4, 1, "", "relationDirectionCol"], [99, 2, 1, "", "setCustomLabels"], [99, 2, 1, "", "setFromEntity"], [99, 2, 1, "", "setMaxSyntacticDistance"], [99, 2, 1, "", "setPretrainedModelPath"], [99, 2, 1, "", "setRelationDirectionCol"], [99, 2, 1, "", "setToEntity"], [99, 2, 1, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setverrideExistingLabels", "set\u041everrideExistingLabels"], [99, 4, 1, "", "toEntityBeginCol"], [99, 4, 1, "", "toEntityEndCol"], [99, 4, 1, "", "toEntityLabelCol"]], "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel": [[99, 4, 1, "", "classes"], [99, 4, 1, "", "customLabels"], [99, 2, 1, "", "getClasses"], [99, 2, 1, "", "getRelationTypePerPair"], [99, 4, 1, "", "inputAnnotatorTypes"], [99, 4, 1, "", "maxSyntacticDistance"], [99, 4, 1, "", "name"], [99, 4, 1, "", "outputAnnotatorType"], [99, 4, 1, "", "predictionThreshold"], [99, 2, 1, "", "pretrained"], [99, 4, 1, "", "relationPairs"], [99, 4, 1, "", "relationPairsCaseSensitive"], [99, 2, 1, "", "setCustomLabels"], [99, 2, 1, "", "setMaxSyntacticDistance"], [99, 2, 1, "", "setPredictionThreshold"], [99, 2, 1, "", "setRelationPairs"], [99, 2, 1, "", "setRelationPairsCaseSensitive"], [99, 2, 1, "", "setRelationTypePerPair"]], "sparknlp_jsl.annotator.re.relation_extraction_dl": [[100, 1, 1, "", "RelationExtractionDLModel"]], "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel": [[100, 4, 1, "", "batchSize"], [100, 4, 1, "", "classes"], [100, 4, 1, "", "customLabels"], [100, 2, 1, "", "getClasses"], [100, 4, 1, "", "inputAnnotatorTypes"], [100, 2, 1, "", "loadSavedModel"], [100, 4, 1, "", "name"], [100, 4, 1, "", "outputAnnotatorType"], [100, 4, 1, "", "predictionThreshold"], [100, 2, 1, "", "pretrained"], [100, 2, 1, "", "setBatchSize"], [100, 2, 1, "", "setCaseSensitive"], [100, 2, 1, "", "setCustomLabels"], [100, 2, 1, "", "setPredictionThreshold"]], "sparknlp_jsl.annotator.re.relation_ner_chunk_filter": [[101, 1, 1, "", "RENerChunksFilter"]], "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter": [[101, 4, 1, "", "docLevelRelations"], [101, 4, 1, "", "inputAnnotatorTypes"], [101, 4, 1, "", "maxSyntacticDistance"], [101, 4, 1, "", "name"], [101, 4, 1, "", "outputAnnotatorType"], [101, 4, 1, "", "relationPairs"], [101, 4, 1, "", "relationPairsCaseSensitive"], [101, 2, 1, "", "setDocLevelRelations"], [101, 2, 1, "", "setMaxSyntacticDistance"], [101, 2, 1, "", "setRelationPairs"], [101, 2, 1, "", "setRelationPairsCaseSensitive"]], "sparknlp_jsl.annotator.re.zero_shot_relation_extraction": [[102, 1, 1, "", "ZeroShotRelationExtractionModel"]], "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel": [[102, 2, 1, "", "getClasses"], [102, 4, 1, "", "inputAnnotatorTypes"], [102, 2, 1, "", "loadSavedModel"], [102, 4, 1, "", "multiLabel"], [102, 4, 1, "", "outputAnnotatorType"], [102, 4, 1, "", "predictionThreshold"], [102, 2, 1, "", "pretrained"], [102, 2, 1, "", "setRelationalCategories"]], "sparknlp_jsl.annotator.resolution": [[104, 0, 0, "-", "resolver_merger"], [105, 0, 0, "-", "sentence_entity_resolver"]], "sparknlp_jsl.annotator.resolution.resolver_merger": [[104, 1, 1, "", "ResolverMerger"]], "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger": [[104, 4, 1, "", "inputAnnotatorTypes"], [104, 4, 1, "", "name"], [104, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver": [[105, 1, 1, "", "SentenceEntityResolverApproach"], [105, 1, 1, "", "SentenceEntityResolverModel"], [105, 1, 1, "", "SentenceResolverParams"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach": [[105, 4, 1, "", "aux_label_col"], [105, 4, 1, "", "dropCodesList"], [105, 4, 1, "", "inputAnnotatorTypes"], [105, 4, 1, "", "labelCol"], [105, 4, 1, "", "normalizedCol"], [105, 4, 1, "", "outputAnnotatorType"], [105, 4, 1, "", "overrideExistingCodes"], [105, 4, 1, "", "pretrainedModelPath"], [105, 4, 1, "", "returnCosineDistances"], [105, 2, 1, "", "setAuxLabelCol"], [105, 2, 1, "", "setDropCodesList"], [105, 2, 1, "", "setExtractCosineDistances"], [105, 2, 1, "", "setLabelCol"], [105, 2, 1, "", "setNormalizedCol"], [105, 2, 1, "", "setOverrideExistingCodes"], [105, 2, 1, "", "setPretrainedModelPath"], [105, 2, 1, "", "setUseAuxLabel"], [105, 4, 1, "", "useAuxLabel"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel": [[105, 4, 1, "", "aux_label_col"], [105, 4, 1, "", "inputAnnotatorTypes"], [105, 4, 1, "", "name"], [105, 4, 1, "", "outputAnnotatorType"], [105, 2, 1, "", "pretrained"], [105, 4, 1, "", "returnCosineDistances"], [105, 4, 1, "", "searchTree"], [105, 2, 1, "", "setAuxLabelCol"], [105, 2, 1, "", "setSearchTree"], [105, 2, 1, "", "setUseAuxLabel"], [105, 4, 1, "", "useAuxLabel"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams": [[105, 4, 1, "", "confidenceFunction"], [105, 4, 1, "", "distanceFunction"], [105, 4, 1, "", "inputAnnotatorTypes"], [105, 4, 1, "", "missAsEmpty"], [105, 4, 1, "", "neighbours"], [105, 2, 1, "", "setConfidenceFunction"], [105, 2, 1, "", "setDistanceFunction"], [105, 2, 1, "", "setMissAsEmpty"], [105, 2, 1, "", "setNeighbours"], [105, 2, 1, "", "setThreshold"], [105, 4, 1, "", "threshold"]], "sparknlp_jsl.annotator.resolution2_chunk": [[106, 1, 1, "", "Resolution2Chunk"]], "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk": [[106, 4, 1, "", "inputAnnotatorTypes"], [106, 4, 1, "", "name"], [106, 4, 1, "", "outputAnnotatorType"], [106, 2, 1, "", "setParams"]], "sparknlp_jsl.annotator.router": [[107, 1, 1, "", "Router"]], "sparknlp_jsl.annotator.router.Router": [[107, 4, 1, "", "filterFieldsElements"], [107, 4, 1, "", "inputAnnotatorTypes"], [107, 4, 1, "", "inputType"], [107, 4, 1, "", "metadataField"], [107, 4, 1, "", "name"], [107, 4, 1, "", "outputAnnotatorType"], [107, 2, 1, "", "setFilterFieldsElements"], [107, 2, 1, "", "setInputCols"], [107, 2, 1, "", "setInputType"], [107, 2, 1, "", "setMetadataField"], [107, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.annotator.seq2seq": [[109, 0, 0, "-", "medical_encoder_decoder"], [110, 0, 0, "-", "medical_summarizer"], [111, 0, 0, "-", "medical_text_generator"]], "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder": [[109, 1, 1, "", "MedicalEncoderDecoder"]], "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder": [[109, 4, 1, "", "configProtoBytes"], [109, 4, 1, "", "doSample"], [109, 4, 1, "", "ignoreTokenIds"], [109, 4, 1, "", "inputAnnotatorTypes"], [109, 4, 1, "", "maxNewTokens"], [109, 4, 1, "", "maxTextLength"], [109, 4, 1, "", "name"], [109, 4, 1, "", "outputAnnotatorType"], [109, 4, 1, "", "randomSeed"], [109, 2, 1, "", "setConfigProtoBytes"], [109, 2, 1, "", "setDoSample"], [109, 2, 1, "", "setIgnoreTokenIds"], [109, 2, 1, "", "setMaxNewTokens"], [109, 2, 1, "", "setMaxTextLength"], [109, 2, 1, "", "setRandomSeed"], [109, 2, 1, "", "setStopAtEos"], [109, 2, 1, "", "setTopK"], [109, 4, 1, "", "stopAtEos"], [109, 4, 1, "", "task"], [109, 4, 1, "", "topK"], [109, 4, 1, "", "useCache"]], "sparknlp_jsl.annotator.seq2seq.medical_summarizer": [[110, 1, 1, "", "MedicalSummarizer"]], "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer": [[110, 2, 1, "", "loadSavedModel"], [110, 4, 1, "", "name"], [110, 2, 1, "", "pretrained"]], "sparknlp_jsl.annotator.seq2seq.medical_text_generator": [[111, 1, 1, "", "MedicalTextGenerator"]], "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator": [[111, 4, 1, "", "configProtoBytes"], [111, 4, 1, "", "inputAnnotatorTypes"], [111, 2, 1, "", "loadSavedModel"], [111, 4, 1, "", "maxTextLength"], [111, 4, 1, "", "modelType"], [111, 4, 1, "", "name"], [111, 4, 1, "", "outputAnnotatorType"], [111, 2, 1, "", "pretrained"], [111, 2, 1, "", "setConfigProtoBytes"], [111, 2, 1, "", "setMaxTextLength"], [111, 2, 1, "", "setStopAtEos"], [111, 2, 1, "", "setUseCache"], [111, 4, 1, "", "stopAtEos"], [111, 4, 1, "", "useCache"]], "sparknlp_jsl.annotator.source_tracking_metadata_params": [[112, 1, 1, "", "SourceTrackingMetadataParams"]], "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams": [[112, 4, 1, "", "allPossibleFieldsToStandardize"], [112, 4, 1, "", "includeOutputColumn"], [112, 4, 1, "", "includeStandardField"], [112, 4, 1, "", "outputColumnKey"], [112, 2, 1, "", "setAllPossibleFieldsToStandardize"], [112, 2, 1, "", "setIncludeOutputColumn"], [112, 2, 1, "", "setIncludeStandardField"], [112, 2, 1, "", "setOutputColumnKey"], [112, 2, 1, "", "setStandardFieldKey"], [112, 4, 1, "", "standardFieldKey"]], "sparknlp_jsl.annotator.tf_graph_builder": [[113, 1, 1, "", "TFGraphBuilder"], [113, 1, 1, "", "TFGraphBuilderModel"]], "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder": [[113, 4, 1, "", "batchNorm"], [113, 2, 1, "", "getBatchNorm"], [113, 2, 1, "", "getGraphFile"], [113, 2, 1, "", "getGraphFolder"], [113, 2, 1, "", "getHiddenAct"], [113, 2, 1, "", "getHiddenActL2"], [113, 2, 1, "", "getHiddenLayers"], [113, 2, 1, "", "getHiddenUnitsNumber"], [113, 2, 1, "", "getHiddenWeightsL2"], [113, 2, 1, "", "getInputCols"], [113, 2, 1, "", "getIsLicensed"], [113, 2, 1, "", "getLabelColumn"], [113, 2, 1, "", "getMaxSequenceLength"], [113, 2, 1, "", "getModelName"], [113, 2, 1, "", "getOutputAct"], [113, 2, 1, "", "getUseRelationDirection"], [113, 4, 1, "", "graphFile"], [113, 4, 1, "", "graphFolder"], [113, 4, 1, "", "hiddenAct"], [113, 4, 1, "", "hiddenActL2"], [113, 4, 1, "", "hiddenLayers"], [113, 4, 1, "", "hiddenUnitsNumber"], [113, 4, 1, "", "hiddenWeightsL2"], [113, 4, 1, "", "inputCols"], [113, 4, 1, "", "isLicensed"], [113, 4, 1, "", "labelColumn"], [113, 4, 1, "", "maxSequenceLength"], [113, 4, 1, "", "modelName"], [113, 4, 1, "", "outputAct"], [113, 2, 1, "", "setBatchNorm"], [113, 2, 1, "", "setGraphFile"], [113, 2, 1, "", "setGraphFolder"], [113, 2, 1, "", "setHiddenAct"], [113, 2, 1, "", "setHiddenActL2"], [113, 2, 1, "", "setHiddenLayers"], [113, 2, 1, "", "setHiddenUnitsNumber"], [113, 2, 1, "", "setHiddenWeightsL2"], [113, 2, 1, "", "setInputCols"], [113, 2, 1, "", "setIsLicensed"], [113, 2, 1, "", "setLabelColumn"], [113, 2, 1, "", "setMaxSequenceLength"], [113, 2, 1, "", "setModelName"], [113, 2, 1, "", "setUseRelationDirection"], [113, 2, 1, "", "settOutputAct"], [113, 4, 1, "id0", "useRelationDirection"]], "sparknlp_jsl.annotator.windowed": [[115, 0, 0, "-", "windowed_sentence"]], "sparknlp_jsl.annotator.windowed.windowed_sentence": [[115, 1, 1, "", "WindowedParams"], [115, 1, 1, "", "WindowedSentenceModel"]], "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams": [[115, 4, 1, "", "glueString"], [115, 2, 1, "", "setGlueString"], [115, 2, 1, "", "setWindowSize"], [115, 4, 1, "", "windowSize"]], "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedSentenceModel": [[115, 4, 1, "", "inputAnnotatorTypes"], [115, 4, 1, "", "outputAnnotatorType"]], "sparknlp_jsl.common": [[117, 0, 0, "-", "annotator_approach_internal"], [118, 0, 0, "-", "annotator_model_internal"], [119, 0, 0, "-", "annotator_properties_internal"]], "sparknlp_jsl.common.annotator_approach_internal": [[117, 1, 1, "", "AnnotatorApproachInternal"]], "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal": [[117, 4, 1, "", "inputAnnotatorTypes"], [117, 4, 1, "", "outputAnnotatorType"], [117, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.common.annotator_model_internal": [[118, 1, 1, "", "AnnotatorModelInternal"]], "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal": [[118, 4, 1, "", "inputAnnotatorTypes"], [118, 4, 1, "", "outputAnnotatorType"], [118, 2, 1, "", "setParams"], [118, 4, 1, "", "skipLPInputColsValidation"]], "sparknlp_jsl.common.annotator_properties_internal": [[119, 1, 1, "", "AnnotatorPropertiesInternal"]], "sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal": [[119, 2, 1, "", "inputColsValidation"], [119, 2, 1, "", "setForceInputTypeValidation"]], "sparknlp_jsl.compatibility": [[121, 1, 1, "", "Compatibility"]], "sparknlp_jsl.compatibility.Compatibility": [[121, 2, 1, "", "findVersion"], [121, 2, 1, "", "showVersion"]], "sparknlp_jsl.custom_transformer": [[122, 1, 1, "", "CustomTransformer"]], "sparknlp_jsl.custom_transformer.CustomTransformer": [[122, 4, 1, "", "f"], [122, 2, 1, "", "setInputCol"], [122, 2, 1, "", "setOutputCol"]], "sparknlp_jsl.eval": [[123, 1, 1, "", "NerCrfEvaluation"], [123, 1, 1, "", "NerDLEvaluation"], [123, 1, 1, "", "NerDLMetrics"], [123, 1, 1, "", "NorvigSpellEvaluation"], [123, 1, 1, "", "POSEvaluation"], [123, 1, 1, "", "SymSpellEvaluation"]], "sparknlp_jsl.eval.NerCrfEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.eval.NerDLEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.eval.NerDLMetrics": [[123, 2, 1, "", "computeMetricsFromDF"]], "sparknlp_jsl.eval.NorvigSpellEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.eval.POSEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.eval.SymSpellEvaluation": [[123, 2, 1, "", "computeAccuracyAnnotator"], [123, 2, 1, "", "computeAccuracyModel"]], "sparknlp_jsl.finance": [[129, 0, 0, "-", "chunk_classification"], [134, 0, 0, "-", "graph"], [142, 0, 0, "-", "sequence_classification"], [147, 0, 0, "-", "sequence_generation"], [149, 0, 0, "-", "token_classification"]], "sparknlp_jsl.finance.chunk_classification": [[125, 0, 0, "-", "assertion"], [128, 0, 0, "-", "deid"], [132, 0, 0, "-", "resolution"]], "sparknlp_jsl.finance.chunk_classification.assertion": [[124, 0, 0, "-", "assertionDL"]], "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL": [[124, 1, 1, "", "AssertionDLApproach"], [124, 1, 1, "", "AssertionDLModel"]], "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel": [[124, 4, 1, "", "name"], [124, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.chunk_classification.deid": [[126, 0, 0, "-", "deIdentification"], [127, 0, 0, "-", "document_hashcoder"]], "sparknlp_jsl.finance.chunk_classification.deid.deIdentification": [[126, 1, 1, "", "DeIdentification"], [126, 1, 1, "", "DeIdentificationModel"]], "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentification": [[126, 4, 1, "", "name"]], "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentificationModel": [[126, 4, 1, "", "name"], [126, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder": [[127, 1, 1, "", "FinanceDocumentHashCoder"]], "sparknlp_jsl.finance.chunk_classification.resolution": [[130, 0, 0, "-", "chunkmapper"], [131, 0, 0, "-", "docmapper"], [133, 0, 0, "-", "sentence_entity_resolver"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper": [[130, 1, 1, "", "ChunkMapperApproach"], [130, 1, 1, "", "ChunkMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperApproach": [[130, 4, 1, "", "name"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel": [[130, 4, 1, "", "name"], [130, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper": [[131, 1, 1, "", "DocMapperApproach"], [131, 1, 1, "", "DocMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach": [[131, 4, 1, "", "dictionary"], [131, 4, 1, "", "inputAnnotatorTypes"], [131, 4, 1, "", "name"], [131, 4, 1, "", "outputAnnotatorType"], [131, 2, 1, "", "setDictionary"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel": [[131, 4, 1, "", "inputAnnotatorTypes"], [131, 4, 1, "", "name"], [131, 4, 1, "", "outputAnnotatorType"], [131, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver": [[133, 1, 1, "", "SentenceEntityResolverApproach"], [133, 1, 1, "", "SentenceEntityResolverModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel": [[133, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.graph": [[135, 0, 0, "-", "relation_extraction"]], "sparknlp_jsl.finance.graph.relation_extraction": [[136, 0, 0, "-", "relation_extraction_dl"], [137, 0, 0, "-", "zero_shot_relation_extraction"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl": [[136, 1, 1, "", "RelationExtractionDLModel"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel": [[136, 2, 1, "", "loadSavedModel"], [136, 4, 1, "", "name"], [136, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction": [[137, 1, 1, "", "ZeroShotRelationExtractionModel"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel": [[137, 2, 1, "", "loadSavedModel"], [137, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_classification": [[139, 0, 0, "-", "finance_bert_for_sequence_classification"], [140, 0, 0, "-", "finance_classifier_dl"], [141, 0, 0, "-", "finance_document_ml_classifier"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification": [[139, 1, 1, "", "FinanceBertForSequenceClassification"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification": [[139, 2, 1, "", "loadSavedModel"], [139, 2, 1, "", "loadSavedModelOpenSource"], [139, 4, 1, "", "name"], [139, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl": [[140, 1, 1, "", "FinanceClassifierDLApproach"], [140, 1, 1, "", "FinanceClassifierDLModel"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel": [[140, 4, 1, "", "name"], [140, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier": [[141, 1, 1, "", "FinanceDocumentMLClassifierApproach"], [141, 1, 1, "", "FinanceDocumentMLClassifierModel"]], "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel": [[141, 4, 1, "", "name"], [141, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_generation": [[143, 0, 0, "-", "finance_encoder_decoder"], [144, 0, 0, "-", "finance_qa"], [145, 0, 0, "-", "finance_summarizer"], [146, 0, 0, "-", "finance_text_generator"], [148, 0, 0, "-", "qa_ner_generator"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder": [[143, 1, 1, "", "FinanceEncoderDecoder"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder.FinanceEncoderDecoder": [[143, 4, 1, "", "name"]], "sparknlp_jsl.finance.sequence_generation.finance_qa": [[144, 1, 1, "", "FinanceQuestionAnswering"]], "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering": [[144, 2, 1, "", "loadSavedModel"], [144, 4, 1, "", "name"], [144, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_summarizer": [[145, 1, 1, "", "FinanceSummarizer"]], "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer": [[145, 2, 1, "", "loadSavedModel"], [145, 4, 1, "", "name"], [145, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator": [[146, 1, 1, "", "FinanceTextGenerator"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator": [[146, 2, 1, "", "loadSavedModel"], [146, 4, 1, "", "name"], [146, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.sequence_generation.qa_ner_generator": [[148, 1, 1, "", "FinanceNerQuestionGenerator"]], "sparknlp_jsl.finance.token_classification": [[152, 0, 0, "-", "ner"]], "sparknlp_jsl.finance.token_classification.ner": [[150, 0, 0, "-", "finance_bert_for_token_classifier"], [151, 0, 0, "-", "finance_ner"], [153, 0, 0, "-", "zero_shot_ner"]], "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier": [[150, 1, 1, "", "FinanceBertForTokenClassification"]], "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification": [[150, 2, 1, "", "loadSavedModel"], [150, 2, 1, "", "loadSavedModelOpenSource"], [150, 4, 1, "", "name"], [150, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner": [[151, 1, 1, "", "FinanceNerApproach"], [151, 1, 1, "", "FinanceNerModel"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel": [[151, 2, 1, "", "loadSavedModel"], [151, 4, 1, "", "name"], [151, 2, 1, "", "pretrained"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner": [[153, 1, 1, "", "ZeroShotNerModel"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel": [[153, 2, 1, "", "load"], [153, 4, 1, "", "name"], [153, 2, 1, "", "pretrained"]], "sparknlp_jsl.functions": [[154, 6, 1, "", "profile"], [154, 6, 1, "", "profileV22"], [154, 6, 1, "", "profileV22Y17"], [154, 6, 1, "", "profileV22Y18"], [154, 6, 1, "", "profileV22Y19"], [154, 6, 1, "", "profileV22Y20"], [154, 6, 1, "", "profileV22Y21"], [154, 6, 1, "", "profileV22Y22"], [154, 6, 1, "", "profileV23"], [154, 6, 1, "", "profileV23Y18"], [154, 6, 1, "", "profileV23Y19"], [154, 6, 1, "", "profileV24Y17"], [154, 6, 1, "", "profileV24Y18"], [154, 6, 1, "", "profileV24Y19"], [154, 6, 1, "", "profileV24Y20"], [154, 6, 1, "", "profileV24Y21"], [154, 6, 1, "", "profileV24Y22"]], "sparknlp_jsl.internal": [[156, 6, 1, "", "CustomLabels"], [156, 6, 1, "", "EntityWeights"], [156, 6, 1, "", "RelationalCategories"], [156, 6, 1, "", "TargetEntities"]], "sparknlp_jsl.legal": [[162, 0, 0, "-", "chunk_classification"], [167, 0, 0, "-", "graph"], [172, 0, 0, "-", "sequence_classification"], [176, 0, 0, "-", "sequence_generation"], [182, 0, 0, "-", "token_classification"]], "sparknlp_jsl.legal.chunk_classification": [[158, 0, 0, "-", "assertion"], [161, 0, 0, "-", "deid"], [165, 0, 0, "-", "resolution"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[157, 0, 0, "-", "assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL": [[157, 1, 1, "", "AssertionDLApproach"], [157, 1, 1, "", "AssertionDLModel"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel": [[157, 4, 1, "", "name"], [157, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.chunk_classification.deid": [[159, 0, 0, "-", "deIdentification"], [160, 0, 0, "-", "document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid.deIdentification": [[159, 1, 1, "", "DeIdentification"], [159, 1, 1, "", "DeIdentificationModel"]], "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification": [[159, 4, 1, "", "name"]], "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel": [[159, 4, 1, "", "name"], [159, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[160, 1, 1, "", "LegalDocumentHashCoder"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[163, 0, 0, "-", "chunkmapper"], [164, 0, 0, "-", "docmapper"], [166, 0, 0, "-", "sentence_entity_resolver"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[163, 1, 1, "", "ChunkMapperApproach"], [163, 1, 1, "", "ChunkMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach": [[163, 4, 1, "", "name"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel": [[163, 4, 1, "", "name"], [163, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[164, 1, 1, "", "DocMapperApproach"], [164, 1, 1, "", "DocMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach": [[164, 4, 1, "", "dictionary"], [164, 4, 1, "", "inputAnnotatorTypes"], [164, 4, 1, "", "name"], [164, 4, 1, "", "outputAnnotatorType"], [164, 2, 1, "", "setDictionary"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel": [[164, 4, 1, "", "inputAnnotatorTypes"], [164, 4, 1, "", "name"], [164, 4, 1, "", "outputAnnotatorType"], [164, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[166, 1, 1, "", "SentenceEntityResolverApproach"], [166, 1, 1, "", "SentenceEntityResolverModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel": [[166, 4, 1, "", "name"], [166, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.graph": [[168, 0, 0, "-", "relation_extraction"]], "sparknlp_jsl.legal.graph.relation_extraction": [[169, 0, 0, "-", "relation_extraction_dl"], [170, 0, 0, "-", "zero_shot_relation_extraction"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[169, 1, 1, "", "RelationExtractionDLModel"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel": [[169, 2, 1, "", "loadSavedModel"], [169, 4, 1, "", "name"], [169, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[170, 1, 1, "", "ZeroShotRelationExtractionModel"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel": [[170, 2, 1, "", "loadSavedModel"], [170, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_classification": [[173, 0, 0, "-", "legal_bert_for_sequence_classification"], [174, 0, 0, "-", "legal_classifier_dl"], [175, 0, 0, "-", "legal_document_ml_classifier"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[173, 1, 1, "", "LegalBertForSequenceClassification"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification": [[173, 2, 1, "", "loadSavedModel"], [173, 2, 1, "", "loadSavedModelOpenSource"], [173, 4, 1, "", "name"], [173, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[174, 1, 1, "", "LegalClassifierDLApproach"], [174, 1, 1, "", "LegalClassifierDLModel"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel": [[174, 4, 1, "", "name"], [174, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[175, 1, 1, "", "LegalDocumentMLClassifierApproach"], [175, 1, 1, "", "LegalDocumentMLClassifierModel"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel": [[175, 4, 1, "", "name"], [175, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_generation": [[177, 0, 0, "-", "legal_encoder_decoder"], [178, 0, 0, "-", "legal_qa"], [179, 0, 0, "-", "legal_summarizer"], [180, 0, 0, "-", "legal_text_generator"], [181, 0, 0, "-", "qa_ner_generator"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[177, 1, 1, "", "LegalEncoderDecoder"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder": [[177, 4, 1, "", "name"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[178, 1, 1, "", "LegalQuestionAnswering"]], "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering": [[178, 2, 1, "", "loadSavedModel"], [178, 4, 1, "", "name"], [178, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[179, 1, 1, "", "LegalSummarizer"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer": [[179, 2, 1, "", "loadSavedModel"], [179, 4, 1, "", "name"], [179, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[180, 1, 1, "", "LegalTextGenerator"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator": [[180, 2, 1, "", "loadSavedModel"], [180, 4, 1, "", "name"], [180, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[181, 1, 1, "", "LegalNerQuestionGenerator"]], "sparknlp_jsl.legal.token_classification": [[183, 0, 0, "-", "ner"]], "sparknlp_jsl.legal.token_classification.ner": [[184, 0, 0, "-", "legal_bert_for_token_classifier"], [185, 0, 0, "-", "legal_ner"], [186, 0, 0, "-", "zero_shot_ner"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[184, 1, 1, "", "LegalBertForTokenClassification"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification": [[184, 2, 1, "", "loadSavedModel"], [184, 2, 1, "", "loadSavedModelOpenSource"], [184, 4, 1, "", "name"], [184, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[185, 1, 1, "", "LegalNerApproach"], [185, 1, 1, "", "LegalNerModel"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel": [[185, 2, 1, "", "loadSavedModel"], [185, 4, 1, "", "name"], [185, 2, 1, "", "pretrained"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[186, 1, 1, "", "ZeroShotNerModel"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel": [[186, 2, 1, "", "load"], [186, 4, 1, "", "name"], [186, 2, 1, "", "pretrained"]], "sparknlp_jsl.modelTracer": [[187, 1, 1, "", "ModelTracer"]], "sparknlp_jsl.modelTracer.ModelTracer": [[187, 2, 1, "", "addUidCols"]], "sparknlp_jsl.nlp_test": [[189, 0, 0, "-", "bias"], [191, 0, 0, "-", "noisy_labels"], [195, 0, 0, "-", "robustness"]], "sparknlp_jsl.nlp_test.bias": [[188, 0, 0, "-", "bias_testing"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[188, 1, 1, "", "RuleBasedClassifier"], [188, 6, 1, "", "init_medical_gender_classifier"], [188, 6, 1, "", "test_gender_bias"]], "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier": [[188, 2, 1, "", "transform"]], "sparknlp_jsl.nlp_test.noisy_labels": [[192, 0, 0, "-", "noisy_label_fixing"], [193, 0, 0, "-", "noisy_label_testing"], [194, 0, 0, "-", "utils"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing": [[192, 1, 1, "", "InteractiveFix"], [192, 6, 1, "", "add_flag_to_conll"], [192, 6, 1, "", "apply_label_fixes"], [192, 6, 1, "", "conll_reader"], [192, 6, 1, "", "conll_writer"], [192, 6, 1, "", "update_with_model_predictions"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix": [[192, 2, 1, "", "adjust_page_size"], [192, 2, 1, "", "apply_fixes"], [192, 2, 1, "", "create_grid"], [192, 2, 1, "", "display"], [192, 2, 1, "", "empty_grid"], [192, 2, 1, "", "fill_grid"], [192, 2, 1, "", "fix_all"], [192, 2, 1, "", "fix_label"], [192, 2, 1, "", "get_cell_element"], [192, 2, 1, "", "get_central_grid"], [192, 2, 1, "", "get_classes"], [192, 2, 1, "", "get_default_indx"], [192, 2, 1, "", "get_drop_down"], [192, 2, 1, "", "get_drop_down_title"], [192, 2, 1, "", "get_footer"], [192, 2, 1, "", "get_header"], [192, 2, 1, "", "get_page_control_buttons"], [192, 2, 1, "", "get_page_number"], [192, 2, 1, "", "get_sentence"], [192, 2, 1, "", "get_title_html"], [192, 2, 1, "", "next_page"], [192, 2, 1, "", "num_sample_drop_down"], [192, 2, 1, "", "prev_page"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing": [[193, 6, 1, "", "calculate_label_error_score"], [193, 6, 1, "", "get_label_quality_scores"], [193, 6, 1, "", "get_unique_entities"], [193, 6, 1, "", "test_label_errors"]], "sparknlp_jsl.nlp_test.noisy_labels.utils": [[194, 3, 1, "", "stylesheet"]], "sparknlp_jsl.nlp_test.robustness": [[196, 0, 0, "-", "robustness_fixing"], [197, 0, 0, "-", "robustness_testing"], [198, 0, 0, "-", "utils"]], "sparknlp_jsl.nlp_test.robustness.robustness_fixing": [[196, 6, 1, "", "add_context_to_data"], [196, 6, 1, "", "add_contractions"], [196, 6, 1, "", "add_punctuation_to_data"], [196, 6, 1, "", "add_typo_to_sentence"], [196, 6, 1, "", "augment_robustness"], [196, 6, 1, "", "conll_reader"], [196, 6, 1, "", "convert_accent"], [196, 6, 1, "", "create_dataframe"], [196, 6, 1, "", "create_terminology"], [196, 6, 1, "", "filter_by_entity_type"], [196, 6, 1, "", "get_cohyponyms_wordnet"], [196, 6, 1, "", "get_sample"], [196, 6, 1, "", "introduce_typos"], [196, 6, 1, "", "modify_capitalization_lower"], [196, 6, 1, "", "modify_capitalization_title"], [196, 6, 1, "", "modify_capitalization_upper"], [196, 6, 1, "", "strip_punctuation_from_data"], [196, 6, 1, "", "swap_entities_with_terminology"], [196, 6, 1, "", "swap_with_cohyponym"], [196, 6, 1, "", "test_and_augment_robustness"]], "sparknlp_jsl.nlp_test.robustness.robustness_testing": [[197, 6, 1, "", "add_context"], [197, 6, 1, "", "add_contractions"], [197, 6, 1, "", "add_punctuation"], [197, 6, 1, "", "add_typo_to_sentence"], [197, 6, 1, "", "american_to_british"], [197, 6, 1, "", "british_to_american"], [197, 6, 1, "", "calculate_metrics"], [197, 6, 1, "", "conll_sentence_reader"], [197, 6, 1, "", "create_terminology"], [197, 6, 1, "", "get_cohyponyms_wordnet"], [197, 6, 1, "", "introduce_typos"], [197, 6, 1, "", "modify_capitalization"], [197, 6, 1, "", "remove_context_tokens"], [197, 6, 1, "", "remove_contraction_tokens"], [197, 6, 1, "", "remove_punctuation_tokens"], [197, 6, 1, "", "run_test"], [197, 6, 1, "", "strip_punctuation"], [197, 6, 1, "", "swap_named_entities_from_terminology"], [197, 6, 1, "", "swap_with_cohyponym"], [197, 6, 1, "", "test_robustness"]], "sparknlp_jsl.nlp_test.robustness.utils": [[198, 6, 1, "", "calculate_proportion"], [198, 6, 1, "", "get_augmentation_proportions"], [198, 6, 1, "", "suggest_perturbations"]], "sparknlp_jsl.pretrained": [[199, 1, 1, "", "InternalResourceDownloader"], [199, 6, 1, "", "printProgress"]], "sparknlp_jsl.pretrained.InternalResourceDownloader": [[199, 2, 1, "", "downloadModel"], [199, 2, 1, "", "returnPrivateModels"], [199, 2, 1, "", "returnPrivatePipelines"], [199, 2, 1, "", "showAvailableAnnotators"], [199, 2, 1, "", "showPrivateModels"], [199, 2, 1, "", "showPrivatePipelines"], [199, 2, 1, "", "showUnCategorizedResources"]], "sparknlp_jsl.structured_deidentification": [[200, 1, 1, "", "StructuredDeidentification"]], "sparknlp_jsl.structured_deidentification.StructuredDeidentification": [[200, 2, 1, "", "obfuscateColumns"]], "sparknlp_jsl.text_to_documents_columns": [[201, 1, 1, "", "TextToDocumentsColumns"]], "sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns": [[201, 2, 1, "", "toDocumentsColumns"]], "sparknlp_jsl.training": [[202, 1, 1, "", "AnnotationToolJsonReader"], [202, 1, 1, "", "CantemistReader"], [202, 1, 1, "", "CodiEspReader"], [202, 1, 1, "", "REDatasetHelper"], [202, 1, 1, "", "SynonymAugmentationUMLS"], [202, 3, 1, "", "tf_graph"], [202, 3, 1, "", "tf_graph_1x"]], "sparknlp_jsl.training.AnnotationToolJsonReader": [[202, 2, 1, "", "generateAssertionTrainSet"], [202, 2, 1, "", "generateConll"], [202, 2, 1, "", "generatePlainAssertionTrainSet"], [202, 2, 1, "", "readDataset"]], "sparknlp_jsl.training.CantemistReader": [[202, 2, 1, "", "readDatasetTaskNer"]], "sparknlp_jsl.training.CodiEspReader": [[202, 2, 1, "", "readDatasetTaskX"]], "sparknlp_jsl.training.REDatasetHelper": [[202, 2, 1, "", "create_annotation_column"]], "sparknlp_jsl.training.SynonymAugmentationUMLS": [[202, 2, 1, "", "augmentCsv"], [202, 2, 1, "", "augmentDataFrame"]], "sparknlp_jsl.training_log_parser": [[203, 1, 1, "", "assertion_log_parser"], [203, 1, 1, "", "ner_log_parser"]], "sparknlp_jsl.training_log_parser.assertion_log_parser": [[203, 2, 1, "", "get_best_f1_scores"], [203, 2, 1, "", "get_charts"], [203, 2, 1, "", "loss_plot"], [203, 2, 1, "", "parse_logfile"]], "sparknlp_jsl.training_log_parser.ner_log_parser": [[203, 2, 1, "", "evaluate"], [203, 2, 1, "", "evaluate_conll_file"], [203, 2, 1, "", "get_best_f1_scores"], [203, 2, 1, "", "get_charts"], [203, 2, 1, "", "loss_plot"], [203, 2, 1, "", "parse_logfile"]], "sparknlp_jsl.updateModels": [[204, 1, 1, "", "UpdateModels"]], "sparknlp_jsl.updateModels.UpdateModels": [[204, 2, 1, "", "updateCacheModels"], [204, 2, 1, "", "updateModels"]], "sparknlp_jsl.util": [[205, 6, 1, "", "get_mt_samples"]], "sparknlp_jsl.utils": [[206, 0, 0, "-", "alab_utils"], [207, 0, 0, "-", "conll_parse"], [208, 0, 0, "-", "deidentification_module"], [209, 0, 0, "-", "imports"], [211, 0, 0, "-", "licensed_annotator_type"], [212, 0, 0, "-", "log_parse"], [213, 0, 0, "-", "ner_utils"], [214, 0, 0, "-", "ocr_nlp_processor"], [215, 0, 0, "-", "ocr_utils"], [216, 0, 0, "-", "training_log_parser_utils"]], "sparknlp_jsl.utils.alab_utils": [[206, 3, 1, "", "document_assembler"], [206, 3, 1, "", "empty_df"], [206, 6, 1, "", "get_doc_assembler"], [206, 6, 1, "", "get_empty_df"], [206, 6, 1, "", "get_ner_df"], [206, 6, 1, "", "get_ner_sentence_borders"], [206, 6, 1, "", "get_nlp_pos_pipeline"], [206, 6, 1, "", "get_nlp_token_pipeline"], [206, 6, 1, "", "get_pos"], [206, 6, 1, "", "get_regex_tokenizer"], [206, 6, 1, "", "get_regular_tokenizer"], [206, 6, 1, "", "get_rel_df"], [206, 6, 1, "", "get_sent_detector"], [206, 6, 1, "", "get_sentence_pipeline"], [206, 6, 1, "", "get_single_task_conll"], [206, 6, 1, "", "get_token_df"], [206, 3, 1, "", "nlp_pos_pipeline"], [206, 3, 1, "", "nlp_token_pipeline"], [206, 3, 1, "", "pos"], [206, 3, 1, "", "pos_pipeline_initialized"], [206, 6, 1, "", "read_conll"], [206, 3, 1, "", "regex_tokenizer"], [206, 3, 1, "", "regular_tokenizer"], [206, 3, 1, "", "sentence_detector"], [206, 3, 1, "", "token_pipeline_initialized"]], "sparknlp_jsl.utils.deidentification_module": [[208, 1, 1, "", "Deidentifier"]], "sparknlp_jsl.utils.deidentification_module.Deidentifier": [[208, 2, 1, "", "deid_with_custom_pipeline"], [208, 2, 1, "", "deid_with_pp"], [208, 2, 1, "", "deidentify"], [208, 4, 1, "", "spark"], [208, 2, 1, "", "structured_deidentifier"]], "sparknlp_jsl.utils.imports": [[209, 6, 1, "", "is_module_importable"]], "sparknlp_jsl.utils.licensed_annotator_type": [[211, 1, 1, "", "InternalAnnotatorType"]], "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType": [[211, 4, 1, "", "ASSERTION"], [211, 4, 1, "", "DISAMBIGUATION"], [211, 4, 1, "", "FEATURE_VECTOR"], [211, 4, 1, "", "KEYWORD"], [211, 4, 1, "", "SELECTOR"], [211, 4, 1, "", "SQL"]], "sparknlp_jsl.utils.ner_utils": [[213, 6, 1, "", "evaluate"], [213, 6, 1, "", "evaluate_conll_file"], [213, 6, 1, "", "get_charts"], [213, 6, 1, "", "loss_plot"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[214, 3, 1, "", "colors"], [214, 6, 1, "", "ocr_entity_processor"]], "sparknlp_jsl.utils.ocr_utils": [[215, 3, 1, "", "colors"], [215, 3, 1, "", "colors_rgb"], [215, 3, 1, "", "label2color"], [215, 3, 1, "", "label2rgb"]], "sparknlp_jsl.utils.training_log_parser_utils": [[216, 6, 1, "", "aggregate_entities"], [216, 6, 1, "", "calc_metrics"], [216, 6, 1, "", "count_chunks"], [216, 6, 1, "", "get_result"], [216, 6, 1, "", "is_chunk_end"], [216, 6, 1, "", "is_chunk_start"], [216, 6, 1, "", "split_tag"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:data", "4": "py:attribute", "5": "py:exception", "6": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "data", "Python data"], "4": ["py", "attribute", "Python attribute"], "5": ["py", "exception", "Python exception"], "6": ["py", "function", "Python function"]}, "titleterms": {"get": 0, "start": 0, "requir": 0, "instal": 0, "spark": [0, 1], "nlp": [0, 1], "session": 0, "from": 0, "python": 0, "document": 1, "content": [1, 2, 4, 5, 6, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 31, 32, 33, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 82, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 117, 118, 119, 121, 122, 123, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 154, 155, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 211, 213, 214, 215, 216], "sparknlp_jsl": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216], "_tf_graph_build": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "assertion_dl": [2, 3, 25, 26], "assertion_model": [2, 25], "modul": [2, 4, 5, 6, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 27, 28, 29, 31, 32, 33, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 117, 118, 119, 121, 122, 123, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 154, 156, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 211, 213, 214, 215, 216, 217], "class": [2, 4, 6, 8, 9, 10, 13, 15, 16, 17, 18, 19, 20, 22, 24, 25, 27, 29, 31, 32, 33, 36, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 79, 80, 83, 86, 87, 88, 89, 90, 91, 92, 94, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 109, 110, 111, 112, 113, 115, 117, 118, 119, 121, 122, 123, 124, 126, 127, 130, 131, 133, 136, 137, 139, 140, 141, 143, 144, 145, 146, 148, 150, 151, 153, 157, 159, 160, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 181, 184, 185, 186, 187, 188, 192, 199, 200, 201, 202, 203, 204, 208, 211], "submodul": [3, 7, 11, 14, 21, 26, 30, 34, 37, 46, 55, 60, 65, 68, 72, 78, 81, 82, 84, 85, 93, 95, 98, 103, 108, 114, 120, 125, 128, 132, 135, 142, 147, 152, 155, 158, 161, 165, 168, 172, 176, 183, 189, 191, 195, 210], "generic_classifi": [4, 5, 6, 7, 8, 9, 27, 28, 29, 30, 31, 32, 80, 81], "basetfmodel": [4, 27], "build_model": [5, 28], "generic_classifier_model": [6, 29], "progresstrack": [8, 31], "set": [9, 32], "graph_build": [10, 33], "subpackag": [11, 34, 82, 129, 134, 138, 149, 155, 162, 167, 171, 182, 190], "ner_dl": [12, 13, 14, 15, 16, 17, 35, 36, 37, 38, 39, 40], "create_graph": [12, 35], "function": [12, 23, 35, 154, 155, 156, 188, 192, 193, 196, 197, 198, 199, 205, 206, 209, 213, 214, 216], "dataset_encod": [13, 36], "ner_model": [15, 38], "ner_model_sav": [16, 39], "sentence_group": [17, 40], "tf2contrib": [18, 19, 20, 21, 22, 23, 24], "core_rnn_cel": 18, "attribut": [18, 20, 22, 24, 155, 202, 206, 214], "fused_rnn_cel": 19, "gru_op": 20, "packag": [21, 82, 155], "lstm_op": 22, "rnn": 23, "rnn_cell": 24, "_tf_graph_builders_1x": [25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40], "alab": 41, "annot": [42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115], "annotation_merg": 42, "assert": [43, 44, 45, 46, 124, 125, 157, 158], "assertiondl": [43, 124, 157], "assertion_chunk_convert": 44, "assertion_dl_reg": 45, "chunker": [47, 48, 49, 50, 51, 52, 53, 54, 55], "assertion_filter": 47, "chunk_convert": 48, "chunk_key_phrase_extract": 49, "chunk_sentence_splitt": 50, "chunker_filter": 51, "chunkmapp": [52, 130, 163], "chunkmapper_filter": 53, "docmapp": [54, 131, 164], "classif": [56, 57, 58, 59, 60, 61, 62, 63], "document_log_classifi": 56, "document_ml_classifi": 57, "generic_log_reg_classifi": 58, "generic_svm_classifi": 59, "medical_bert_for_sequence_classif": 61, "medical_bert_for_token_classifi": 62, "medical_distilbert_for_sequence_classif": 63, "context": [64, 65], "contextual_pars": 64, "deid": [66, 67, 68, 69, 70, 71, 126, 127, 128, 159, 160, 161], "deidentif": [66, 126, 159], "doccument_hashcod": 67, "name_obfusc": 69, "reidentif": 70, "replac": 71, "disambigu": [72, 73], "ner_disambigu": 73, "doc2_chunk_intern": 74, "embed": [75, 76, 77, 78], "average_embed": 75, "bert_sentence_embed": 76, "entity_chunk_embed": 77, "feature_assembl": 79, "merg": [83, 84], "chunk_merg": 83, "ner": [85, 86, 87, 88, 89, 90, 150, 151, 152, 153, 183, 184, 185, 186], "iob_tagg": 86, "medical_n": 87, "ner_chunk": 88, "ner_converter_intern": 89, "zero_shot_n": [90, 153, 186], "normal": [91, 92, 93], "date_norm": 91, "drug_norm": 92, "qa": [94, 95, 96, 97], "gpt_generation_param": 94, "medical_qa": 96, "qa_ner_gener": [97, 148, 181], "re": [98, 99, 100, 101, 102], "relation_extract": [99, 135, 136, 137, 168, 169, 170], "relation_extraction_dl": [100, 136, 169], "relation_ner_chunk_filt": 101, "zero_shot_relation_extract": [102, 137, 170], "resolut": [103, 104, 105, 130, 131, 132, 133, 163, 164, 165, 166], "resolver_merg": 104, "sentence_entity_resolv": [105, 133, 166], "resolution2_chunk": 106, "router": 107, "seq2seq": [108, 109, 110, 111], "medical_encoder_decod": 109, "medical_summar": 110, "medical_text_gener": 111, "source_tracking_metadata_param": 112, "tf_graph_build": 113, "paramet": [113, 208], "window": [114, 115], "windowed_sent": 115, "base": 116, "common": [117, 118, 119, 120], "annotator_approach_intern": 117, "annotator_model_intern": 118, "annotator_properties_intern": 119, "compat": 121, "custom_transform": 122, "eval": 123, "financ": [124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153], "chunk_classif": [124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166], "document_hashcod": [127, 160], "graph": [134, 135, 136, 137, 167, 168, 169, 170], "sequence_classif": [139, 140, 141, 142, 172, 173, 174, 175], "finance_bert_for_sequence_classif": 139, "finance_classifier_dl": 140, "finance_document_ml_classifi": 141, "sequence_gener": [143, 144, 145, 146, 147, 148, 176, 177, 178, 179, 180, 181], "finance_encoder_decod": 143, "finance_qa": 144, "finance_summar": 145, "finance_text_gener": 146, "token_classif": [149, 150, 151, 152, 153, 182, 183, 184, 185, 186], "finance_bert_for_token_classifi": 150, "finance_n": 151, "intern": 156, "legal": [157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186], "legal_bert_for_sequence_classif": 173, "legal_classifier_dl": 174, "legal_document_ml_classifi": 175, "legal_encoder_decod": 177, "legal_qa": 178, "legal_summar": 179, "legal_text_gener": 180, "legal_bert_for_token_classifi": 184, "legal_n": 185, "modeltrac": 187, "nlp_test": [188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "bia": [188, 189], "bias_test": 188, "noisy_label": [191, 192, 193, 194], "noisy_label_fix": 192, "noisy_label_test": 193, "util": [194, 198, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216], "robust": [195, 196, 197, 198], "robustness_fix": 196, "robustness_test": 197, "pretrain": 199, "structured_deidentif": 200, "text_to_documents_column": 201, "train": 202, "training_log_pars": 203, "updatemodel": 204, "alab_util": 206, "conll_pars": 207, "deidentification_modul": 208, "return": 208, "import": 209, "licensed_annotator_typ": 211, "log_pars": 212, "ner_util": 213, "ocr_nlp_processor": 214, "ocr_util": 215, "training_log_parser_util": 216, "api": 217, "refer": 217}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 8, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.intersphinx": 1, "sphinx": 57}, "alltitles": {"Getting Started": [[0, "getting-started"]], "Requirements": [[0, "requirements"]], "Installation": [[0, "installation"]], "Starting a Spark NLP Session from Python": [[0, "starting-a-spark-nlp-session-from-python"]], "Spark NLP Documentation": [[1, "spark-nlp-documentation"]], "Content": [[1, "content"]], "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model": [[2, "module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model"]], "Module Contents": [[2, "module-contents"], [4, "module-contents"], [5, "module-contents"], [6, "module-contents"], [8, "module-contents"], [9, "module-contents"], [10, "module-contents"], [12, "module-contents"], [13, "module-contents"], [15, "module-contents"], [16, "module-contents"], [17, "module-contents"], [18, "module-contents"], [19, "module-contents"], [20, "module-contents"], [22, "module-contents"], [23, "module-contents"], [24, "module-contents"], [25, "module-contents"], [27, "module-contents"], [28, "module-contents"], [29, "module-contents"], [31, "module-contents"], [32, "module-contents"], [33, "module-contents"], [35, "module-contents"], [36, "module-contents"], [38, "module-contents"], [39, "module-contents"], [40, "module-contents"], [41, "module-contents"], [42, "module-contents"], [43, "module-contents"], [44, "module-contents"], [45, "module-contents"], [47, "module-contents"], [48, "module-contents"], [49, "module-contents"], [50, "module-contents"], [51, "module-contents"], [52, "module-contents"], [53, "module-contents"], [54, "module-contents"], [56, "module-contents"], [57, "module-contents"], [58, "module-contents"], [59, "module-contents"], [61, "module-contents"], [62, "module-contents"], [63, "module-contents"], [64, "module-contents"], [66, "module-contents"], [67, "module-contents"], [69, "module-contents"], [70, "module-contents"], [71, "module-contents"], [73, "module-contents"], [74, "module-contents"], [75, "module-contents"], [76, "module-contents"], [77, "module-contents"], [79, "module-contents"], [80, "module-contents"], [83, "module-contents"], [86, "module-contents"], [87, "module-contents"], [88, "module-contents"], [89, "module-contents"], [90, "module-contents"], [91, "module-contents"], [92, "module-contents"], [94, "module-contents"], [96, "module-contents"], [97, "module-contents"], [99, "module-contents"], [100, "module-contents"], [101, "module-contents"], [102, "module-contents"], [104, "module-contents"], [105, "module-contents"], [106, "module-contents"], [107, "module-contents"], [109, "module-contents"], [110, "module-contents"], [111, "module-contents"], [112, "module-contents"], [113, "module-contents"], [115, "module-contents"], [117, "module-contents"], [118, "module-contents"], [119, "module-contents"], [121, "module-contents"], [122, "module-contents"], [123, "module-contents"], [124, "module-contents"], [126, "module-contents"], [127, "module-contents"], [130, "module-contents"], [131, "module-contents"], [133, "module-contents"], [136, "module-contents"], [137, "module-contents"], [139, "module-contents"], [140, "module-contents"], [141, "module-contents"], [143, "module-contents"], [144, "module-contents"], [145, "module-contents"], [146, "module-contents"], [148, "module-contents"], [150, "module-contents"], [151, "module-contents"], [153, "module-contents"], [154, "module-contents"], [156, "module-contents"], [157, "module-contents"], [159, "module-contents"], [160, "module-contents"], [163, "module-contents"], [164, "module-contents"], [166, "module-contents"], [169, "module-contents"], [170, "module-contents"], [173, "module-contents"], [174, "module-contents"], [175, "module-contents"], [177, "module-contents"], [178, "module-contents"], [179, "module-contents"], [180, "module-contents"], [181, "module-contents"], [184, "module-contents"], [185, "module-contents"], [186, "module-contents"], [187, "module-contents"], [188, "module-contents"], [192, "module-contents"], [193, "module-contents"], [194, "module-contents"], [196, "module-contents"], [197, "module-contents"], [198, "module-contents"], [199, "module-contents"], [200, "module-contents"], [201, "module-contents"], [202, "module-contents"], [203, "module-contents"], [204, "module-contents"], [205, "module-contents"], [206, "module-contents"], [208, "module-contents"], [209, "module-contents"], [211, "module-contents"], [213, "module-contents"], [214, "module-contents"], [215, "module-contents"], [216, "module-contents"]], "Classes": [[2, "classes"], [4, "classes"], [6, "classes"], [8, "classes"], [9, "classes"], [10, "classes"], [13, "classes"], [15, "classes"], [16, "classes"], [17, "classes"], [18, "classes"], [19, "classes"], [20, "classes"], [22, "classes"], [24, "classes"], [25, "classes"], [27, "classes"], [29, "classes"], [31, "classes"], [32, "classes"], [33, "classes"], [36, "classes"], [38, "classes"], [39, "classes"], [40, "classes"], [41, "classes"], [42, "classes"], [43, "classes"], [44, "classes"], [45, "classes"], [47, "classes"], [48, "classes"], [49, "classes"], [50, "classes"], [51, "classes"], [52, "classes"], [53, "classes"], [54, "classes"], [56, "classes"], [57, "classes"], [58, "classes"], [59, "classes"], [61, "classes"], [62, "classes"], [63, "classes"], [64, "classes"], [66, "classes"], [67, "classes"], [69, "classes"], [70, "classes"], [71, "classes"], [73, "classes"], [74, "classes"], [75, "classes"], [76, "classes"], [77, "classes"], [79, "classes"], [80, "classes"], [83, "classes"], [86, "classes"], [87, "classes"], [88, "classes"], [89, "classes"], [90, "classes"], [91, "classes"], [92, "classes"], [94, "classes"], [96, "classes"], [97, "classes"], [99, "classes"], [100, "classes"], [101, "classes"], [102, "classes"], [104, "classes"], [105, "classes"], [106, "classes"], [107, "classes"], [109, "classes"], [110, "classes"], [111, "classes"], [112, "classes"], [113, "classes"], [115, "classes"], [117, "classes"], [118, "classes"], [119, "classes"], [121, "classes"], [122, "classes"], [123, "classes"], [124, "classes"], [126, "classes"], [127, "classes"], [130, "classes"], [131, "classes"], [133, "classes"], [136, "classes"], [137, "classes"], [139, "classes"], [140, "classes"], [141, "classes"], [143, "classes"], [144, "classes"], [145, "classes"], [146, "classes"], [148, "classes"], [150, "classes"], [151, "classes"], [153, "classes"], [157, "classes"], [159, "classes"], [160, "classes"], [163, "classes"], [164, "classes"], [166, "classes"], [169, "classes"], [170, "classes"], [173, "classes"], [174, "classes"], [175, "classes"], [177, "classes"], [178, "classes"], [179, "classes"], [180, "classes"], [181, "classes"], [184, "classes"], [185, "classes"], [186, "classes"], [187, "classes"], [188, "classes"], [192, "classes"], [199, "classes"], [200, "classes"], [201, "classes"], [202, "classes"], [203, "classes"], [204, "classes"], [208, "classes"], [211, "classes"]], "sparknlp_jsl._tf_graph_builders.assertion_dl": [[3, "module-sparknlp_jsl._tf_graph_builders.assertion_dl"]], "Submodules": [[3, "submodules"], [7, "submodules"], [11, "submodules"], [14, "submodules"], [21, "submodules"], [26, "submodules"], [30, "submodules"], [34, "submodules"], [37, "submodules"], [46, "submodules"], [55, "submodules"], [60, "submodules"], [65, "submodules"], [68, "submodules"], [72, "submodules"], [78, "submodules"], [81, "submodules"], [82, "submodules"], [84, "submodules"], [85, "submodules"], [93, "submodules"], [95, "submodules"], [98, "submodules"], [103, "submodules"], [108, "submodules"], [114, "submodules"], [120, "submodules"], [125, "submodules"], [128, "submodules"], [132, "submodules"], [135, "submodules"], [142, "submodules"], [147, "submodules"], [152, "submodules"], [155, "submodules"], [158, "submodules"], [161, "submodules"], [165, "submodules"], [168, "submodules"], [172, "submodules"], [176, "submodules"], [183, "submodules"], [189, "submodules"], [191, "submodules"], [195, "submodules"], [210, "submodules"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel": [[4, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model": [[5, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model": [[6, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier": [[7, "module-sparknlp_jsl._tf_graph_builders.generic_classifier"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker": [[8, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings": [[9, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings"]], "sparknlp_jsl._tf_graph_builders.graph_builders": [[10, "module-sparknlp_jsl._tf_graph_builders.graph_builders"]], "sparknlp_jsl._tf_graph_builders": [[11, "module-sparknlp_jsl._tf_graph_builders"]], "Subpackages": [[11, "subpackages"], [34, "subpackages"], [82, "subpackages"], [129, "subpackages"], [134, "subpackages"], [138, "subpackages"], [149, "subpackages"], [155, "subpackages"], [162, "subpackages"], [167, "subpackages"], [171, "subpackages"], [182, "subpackages"], [190, "subpackages"]], "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph": [[12, "module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"]], "Functions": [[12, "functions"], [23, "functions"], [35, "functions"], [154, "functions"], [155, "functions"], [156, "functions"], [188, "functions"], [192, "functions"], [193, "functions"], [196, "functions"], [197, "functions"], [198, "functions"], [199, "functions"], [205, "functions"], [206, "functions"], [209, "functions"], [213, "functions"], [214, "functions"], [216, "functions"]], "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder": [[13, "module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders.ner_dl": [[14, "module-sparknlp_jsl._tf_graph_builders.ner_dl"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model": [[15, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver": [[16, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper": [[17, "module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell": [[18, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"]], "Attributes": [[18, "attributes"], [20, "attributes"], [22, "attributes"], [24, "attributes"], [155, "attributes"], [202, "attributes"], [206, "attributes"], [214, "attributes"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell": [[19, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops": [[20, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib": [[21, "module-sparknlp_jsl._tf_graph_builders.tf2contrib"]], "Package Contents": [[21, "package-contents"], [82, "package-contents"], [155, "package-contents"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops": [[22, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn": [[23, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell": [[24, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model": [[25, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl": [[26, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel": [[27, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model": [[28, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model": [[29, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier": [[30, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker": [[31, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings": [[32, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders": [[33, "module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"]], "sparknlp_jsl._tf_graph_builders_1x": [[34, "module-sparknlp_jsl._tf_graph_builders_1x"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph": [[35, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder": [[36, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl": [[37, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model": [[38, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver": [[39, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper": [[40, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"]], "sparknlp_jsl.alab": [[41, "module-sparknlp_jsl.alab"]], "sparknlp_jsl.annotator.annotation_merger": [[42, "module-sparknlp_jsl.annotator.annotation_merger"]], "sparknlp_jsl.annotator.assertion.assertionDL": [[43, "module-sparknlp_jsl.annotator.assertion.assertionDL"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter": [[44, "module-sparknlp_jsl.annotator.assertion.assertion_chunk_converter"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg": [[45, "module-sparknlp_jsl.annotator.assertion.assertion_dl_reg"]], "sparknlp_jsl.annotator.assertion": [[46, "module-sparknlp_jsl.annotator.assertion"]], "sparknlp_jsl.annotator.chunker.assertion_filterer": [[47, "module-sparknlp_jsl.annotator.chunker.assertion_filterer"]], "sparknlp_jsl.annotator.chunker.chunk_converter": [[48, "module-sparknlp_jsl.annotator.chunker.chunk_converter"]], "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction": [[49, "module-sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction"]], "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter": [[50, "module-sparknlp_jsl.annotator.chunker.chunk_sentence_splitter"]], "sparknlp_jsl.annotator.chunker.chunker_filterer": [[51, "module-sparknlp_jsl.annotator.chunker.chunker_filterer"]], "sparknlp_jsl.annotator.chunker.chunkmapper": [[52, "module-sparknlp_jsl.annotator.chunker.chunkmapper"]], "sparknlp_jsl.annotator.chunker.chunkmapper_filterer": [[53, "module-sparknlp_jsl.annotator.chunker.chunkmapper_filterer"]], "sparknlp_jsl.annotator.chunker.docmapper": [[54, "module-sparknlp_jsl.annotator.chunker.docmapper"]], "sparknlp_jsl.annotator.chunker": [[55, "module-sparknlp_jsl.annotator.chunker"]], "sparknlp_jsl.annotator.classification.document_log_classifier": [[56, "module-sparknlp_jsl.annotator.classification.document_log_classifier"]], "sparknlp_jsl.annotator.classification.document_ml_classifier": [[57, "module-sparknlp_jsl.annotator.classification.document_ml_classifier"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier": [[58, "module-sparknlp_jsl.annotator.classification.generic_log_reg_classifier"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier": [[59, "module-sparknlp_jsl.annotator.classification.generic_svm_classifier"]], "sparknlp_jsl.annotator.classification": [[60, "module-sparknlp_jsl.annotator.classification"]], "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification": [[61, "module-sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification"]], "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier": [[62, "module-sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier"]], "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification": [[63, "module-sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification"]], "sparknlp_jsl.annotator.context.contextual_parser": [[64, "module-sparknlp_jsl.annotator.context.contextual_parser"]], "sparknlp_jsl.annotator.context": [[65, "module-sparknlp_jsl.annotator.context"]], "sparknlp_jsl.annotator.deid.deIdentification": [[66, "module-sparknlp_jsl.annotator.deid.deIdentification"]], "sparknlp_jsl.annotator.deid.doccument_hashcoder": [[67, "module-sparknlp_jsl.annotator.deid.doccument_hashcoder"]], "sparknlp_jsl.annotator.deid": [[68, "module-sparknlp_jsl.annotator.deid"]], "sparknlp_jsl.annotator.deid.name_obfuscator": [[69, "module-sparknlp_jsl.annotator.deid.name_obfuscator"]], "sparknlp_jsl.annotator.deid.reIdentification": [[70, "module-sparknlp_jsl.annotator.deid.reIdentification"]], "sparknlp_jsl.annotator.deid.replacer": [[71, "module-sparknlp_jsl.annotator.deid.replacer"]], "sparknlp_jsl.annotator.disambiguation": [[72, "module-sparknlp_jsl.annotator.disambiguation"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator": [[73, "module-sparknlp_jsl.annotator.disambiguation.ner_disambiguator"]], "sparknlp_jsl.annotator.doc2_chunk_internal": [[74, "module-sparknlp_jsl.annotator.doc2_chunk_internal"]], "sparknlp_jsl.annotator.embeddings.average_embeddings": [[75, "module-sparknlp_jsl.annotator.embeddings.average_embeddings"]], "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings": [[76, "module-sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings"]], "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings": [[77, "module-sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings"]], "sparknlp_jsl.annotator.embeddings": [[78, "module-sparknlp_jsl.annotator.embeddings"]], "sparknlp_jsl.annotator.feature_assembler": [[79, "module-sparknlp_jsl.annotator.feature_assembler"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier": [[80, "module-sparknlp_jsl.annotator.generic_classifier.generic_classifier"]], "sparknlp_jsl.annotator.generic_classifier": [[81, "module-sparknlp_jsl.annotator.generic_classifier"]], "sparknlp_jsl.annotator": [[82, "module-sparknlp_jsl.annotator"]], "sparknlp_jsl.annotator.merge.chunk_merge": [[83, "module-sparknlp_jsl.annotator.merge.chunk_merge"]], "sparknlp_jsl.annotator.merge": [[84, "module-sparknlp_jsl.annotator.merge"]], "sparknlp_jsl.annotator.ner": [[85, "module-sparknlp_jsl.annotator.ner"]], "sparknlp_jsl.annotator.ner.iob_tagger": [[86, "module-sparknlp_jsl.annotator.ner.iob_tagger"]], "sparknlp_jsl.annotator.ner.medical_ner": [[87, "module-sparknlp_jsl.annotator.ner.medical_ner"]], "sparknlp_jsl.annotator.ner.ner_chunker": [[88, "module-sparknlp_jsl.annotator.ner.ner_chunker"]], "sparknlp_jsl.annotator.ner.ner_converter_internal": [[89, "module-sparknlp_jsl.annotator.ner.ner_converter_internal"]], "sparknlp_jsl.annotator.ner.zero_shot_ner": [[90, "module-sparknlp_jsl.annotator.ner.zero_shot_ner"]], "sparknlp_jsl.annotator.normalizer.date_normalizer": [[91, "module-sparknlp_jsl.annotator.normalizer.date_normalizer"]], "sparknlp_jsl.annotator.normalizer.drug_normalizer": [[92, "module-sparknlp_jsl.annotator.normalizer.drug_normalizer"]], "sparknlp_jsl.annotator.normalizer": [[93, "module-sparknlp_jsl.annotator.normalizer"]], "sparknlp_jsl.annotator.qa.gpt_generation_params": [[94, "module-sparknlp_jsl.annotator.qa.gpt_generation_params"]], "sparknlp_jsl.annotator.qa": [[95, "module-sparknlp_jsl.annotator.qa"]], "sparknlp_jsl.annotator.qa.medical_qa": [[96, "module-sparknlp_jsl.annotator.qa.medical_qa"]], "sparknlp_jsl.annotator.qa.qa_ner_generator": [[97, "module-sparknlp_jsl.annotator.qa.qa_ner_generator"]], "sparknlp_jsl.annotator.re": [[98, "module-sparknlp_jsl.annotator.re"]], "sparknlp_jsl.annotator.re.relation_extraction": [[99, "module-sparknlp_jsl.annotator.re.relation_extraction"]], "sparknlp_jsl.annotator.re.relation_extraction_dl": [[100, "module-sparknlp_jsl.annotator.re.relation_extraction_dl"]], "sparknlp_jsl.annotator.re.relation_ner_chunk_filter": [[101, "module-sparknlp_jsl.annotator.re.relation_ner_chunk_filter"]], "sparknlp_jsl.annotator.re.zero_shot_relation_extraction": [[102, "module-sparknlp_jsl.annotator.re.zero_shot_relation_extraction"]], "sparknlp_jsl.annotator.resolution": [[103, "module-sparknlp_jsl.annotator.resolution"]], "sparknlp_jsl.annotator.resolution.resolver_merger": [[104, "module-sparknlp_jsl.annotator.resolution.resolver_merger"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver": [[105, "module-sparknlp_jsl.annotator.resolution.sentence_entity_resolver"]], "sparknlp_jsl.annotator.resolution2_chunk": [[106, "module-sparknlp_jsl.annotator.resolution2_chunk"]], "sparknlp_jsl.annotator.router": [[107, "module-sparknlp_jsl.annotator.router"]], "sparknlp_jsl.annotator.seq2seq": [[108, "module-sparknlp_jsl.annotator.seq2seq"]], "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder": [[109, "module-sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder"]], "sparknlp_jsl.annotator.seq2seq.medical_summarizer": [[110, "module-sparknlp_jsl.annotator.seq2seq.medical_summarizer"]], "sparknlp_jsl.annotator.seq2seq.medical_text_generator": [[111, "module-sparknlp_jsl.annotator.seq2seq.medical_text_generator"]], "sparknlp_jsl.annotator.source_tracking_metadata_params": [[112, "module-sparknlp_jsl.annotator.source_tracking_metadata_params"]], "sparknlp_jsl.annotator.tf_graph_builder": [[113, "module-sparknlp_jsl.annotator.tf_graph_builder"]], "Parameters": [[113, "parameters"], [113, "id1"]], "sparknlp_jsl.annotator.windowed": [[114, "module-sparknlp_jsl.annotator.windowed"]], "sparknlp_jsl.annotator.windowed.windowed_sentence": [[115, "module-sparknlp_jsl.annotator.windowed.windowed_sentence"]], "sparknlp_jsl.base": [[116, "module-sparknlp_jsl.base"]], "sparknlp_jsl.common.annotator_approach_internal": [[117, "module-sparknlp_jsl.common.annotator_approach_internal"]], "sparknlp_jsl.common.annotator_model_internal": [[118, "module-sparknlp_jsl.common.annotator_model_internal"]], "sparknlp_jsl.common.annotator_properties_internal": [[119, "module-sparknlp_jsl.common.annotator_properties_internal"]], "sparknlp_jsl.common": [[120, "module-sparknlp_jsl.common"]], "sparknlp_jsl.compatibility": [[121, "module-sparknlp_jsl.compatibility"]], "sparknlp_jsl.custom_transformer": [[122, "module-sparknlp_jsl.custom_transformer"]], "sparknlp_jsl.eval": [[123, "module-sparknlp_jsl.eval"]], "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL": [[124, "module-sparknlp_jsl.finance.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.finance.chunk_classification.assertion": [[125, "module-sparknlp_jsl.finance.chunk_classification.assertion"]], "sparknlp_jsl.finance.chunk_classification.deid.deIdentification": [[126, "module-sparknlp_jsl.finance.chunk_classification.deid.deIdentification"]], "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder": [[127, "module-sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.finance.chunk_classification.deid": [[128, "module-sparknlp_jsl.finance.chunk_classification.deid"]], "sparknlp_jsl.finance.chunk_classification": [[129, "module-sparknlp_jsl.finance.chunk_classification"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper": [[130, "module-sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper": [[131, "module-sparknlp_jsl.finance.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.finance.chunk_classification.resolution": [[132, "module-sparknlp_jsl.finance.chunk_classification.resolution"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver": [[133, "module-sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.finance.graph": [[134, "module-sparknlp_jsl.finance.graph"]], "sparknlp_jsl.finance.graph.relation_extraction": [[135, "module-sparknlp_jsl.finance.graph.relation_extraction"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl": [[136, "module-sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction": [[137, "module-sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.finance": [[138, "module-sparknlp_jsl.finance"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification": [[139, "module-sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl": [[140, "module-sparknlp_jsl.finance.sequence_classification.finance_classifier_dl"]], "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier": [[141, "module-sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier"]], "sparknlp_jsl.finance.sequence_classification": [[142, "module-sparknlp_jsl.finance.sequence_classification"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder": [[143, "module-sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder"]], "sparknlp_jsl.finance.sequence_generation.finance_qa": [[144, "module-sparknlp_jsl.finance.sequence_generation.finance_qa"]], "sparknlp_jsl.finance.sequence_generation.finance_summarizer": [[145, "module-sparknlp_jsl.finance.sequence_generation.finance_summarizer"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator": [[146, "module-sparknlp_jsl.finance.sequence_generation.finance_text_generator"]], "sparknlp_jsl.finance.sequence_generation": [[147, "module-sparknlp_jsl.finance.sequence_generation"]], "sparknlp_jsl.finance.sequence_generation.qa_ner_generator": [[148, "module-sparknlp_jsl.finance.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.finance.token_classification": [[149, "module-sparknlp_jsl.finance.token_classification"]], "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier": [[150, "module-sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner": [[151, "module-sparknlp_jsl.finance.token_classification.ner.finance_ner"]], "sparknlp_jsl.finance.token_classification.ner": [[152, "module-sparknlp_jsl.finance.token_classification.ner"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner": [[153, "module-sparknlp_jsl.finance.token_classification.ner.zero_shot_ner"]], "sparknlp_jsl.functions": [[154, "module-sparknlp_jsl.functions"]], "sparknlp_jsl": [[155, "module-sparknlp_jsl"]], "sparknlp_jsl.internal": [[156, "module-sparknlp_jsl.internal"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL": [[157, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[158, "module-sparknlp_jsl.legal.chunk_classification.assertion"]], "sparknlp_jsl.legal.chunk_classification.deid.deIdentification": [[159, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[160, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid": [[161, "module-sparknlp_jsl.legal.chunk_classification.deid"]], "sparknlp_jsl.legal.chunk_classification": [[162, "module-sparknlp_jsl.legal.chunk_classification"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[163, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[164, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[165, "module-sparknlp_jsl.legal.chunk_classification.resolution"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[166, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.legal.graph": [[167, "module-sparknlp_jsl.legal.graph"]], "sparknlp_jsl.legal.graph.relation_extraction": [[168, "module-sparknlp_jsl.legal.graph.relation_extraction"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[169, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[170, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.legal": [[171, "module-sparknlp_jsl.legal"]], "sparknlp_jsl.legal.sequence_classification": [[172, "module-sparknlp_jsl.legal.sequence_classification"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[173, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[174, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[175, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"]], "sparknlp_jsl.legal.sequence_generation": [[176, "module-sparknlp_jsl.legal.sequence_generation"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[177, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[178, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[179, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[180, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[181, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.legal.token_classification": [[182, "module-sparknlp_jsl.legal.token_classification"]], "sparknlp_jsl.legal.token_classification.ner": [[183, "module-sparknlp_jsl.legal.token_classification.ner"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[184, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[185, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[186, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"]], "sparknlp_jsl.modelTracer": [[187, "module-sparknlp_jsl.modelTracer"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[188, "module-sparknlp_jsl.nlp_test.bias.bias_testing"]], "sparknlp_jsl.nlp_test.bias": [[189, "module-sparknlp_jsl.nlp_test.bias"]], "sparknlp_jsl.nlp_test": [[190, "module-sparknlp_jsl.nlp_test"]], "sparknlp_jsl.nlp_test.noisy_labels": [[191, "module-sparknlp_jsl.nlp_test.noisy_labels"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing": [[192, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing": [[193, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing"]], "sparknlp_jsl.nlp_test.noisy_labels.utils": [[194, "module-sparknlp_jsl.nlp_test.noisy_labels.utils"]], "sparknlp_jsl.nlp_test.robustness": [[195, "module-sparknlp_jsl.nlp_test.robustness"]], "sparknlp_jsl.nlp_test.robustness.robustness_fixing": [[196, "module-sparknlp_jsl.nlp_test.robustness.robustness_fixing"]], "sparknlp_jsl.nlp_test.robustness.robustness_testing": [[197, "module-sparknlp_jsl.nlp_test.robustness.robustness_testing"]], "sparknlp_jsl.nlp_test.robustness.utils": [[198, "module-sparknlp_jsl.nlp_test.robustness.utils"]], "sparknlp_jsl.pretrained": [[199, "module-sparknlp_jsl.pretrained"]], "sparknlp_jsl.structured_deidentification": [[200, "module-sparknlp_jsl.structured_deidentification"]], "sparknlp_jsl.text_to_documents_columns": [[201, "module-sparknlp_jsl.text_to_documents_columns"]], "sparknlp_jsl.training": [[202, "module-sparknlp_jsl.training"]], "sparknlp_jsl.training_log_parser": [[203, "module-sparknlp_jsl.training_log_parser"]], "sparknlp_jsl.updateModels": [[204, "module-sparknlp_jsl.updateModels"]], "sparknlp_jsl.util": [[205, "module-sparknlp_jsl.util"]], "sparknlp_jsl.utils.alab_utils": [[206, "module-sparknlp_jsl.utils.alab_utils"]], "sparknlp_jsl.utils.conll_parse": [[207, "module-sparknlp_jsl.utils.conll_parse"]], "sparknlp_jsl.utils.deidentification_module": [[208, "module-sparknlp_jsl.utils.deidentification_module"]], "Parameters:": [[208, "parameters"]], "Returns:": [[208, "returns"]], "sparknlp_jsl.utils.imports": [[209, "module-sparknlp_jsl.utils.imports"]], "sparknlp_jsl.utils": [[210, "module-sparknlp_jsl.utils"]], "sparknlp_jsl.utils.licensed_annotator_type": [[211, "module-sparknlp_jsl.utils.licensed_annotator_type"]], "sparknlp_jsl.utils.log_parse": [[212, "module-sparknlp_jsl.utils.log_parse"]], "sparknlp_jsl.utils.ner_utils": [[213, "module-sparknlp_jsl.utils.ner_utils"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[214, "module-sparknlp_jsl.utils.ocr_nlp_processor"]], "sparknlp_jsl.utils.ocr_utils": [[215, "module-sparknlp_jsl.utils.ocr_utils"]], "sparknlp_jsl.utils.training_log_parser_utils": [[216, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "API Reference": [[217, "api-reference"]], "Modules": [[217, "modules"]]}, "indexentries": {"assertionmodel (class in sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel"]], "add_bidirectional_lstm() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_bidirectional_lstm"]], "add_optimizer() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.add_optimizer"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.add_optimizer"]], "calc_accuracy() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.calc_accuracy"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.calc_accuracy"]], "confusion_matrix() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.confusion_matrix"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.confusion_matrix"]], "fully_connected_layer() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.fully_connected_layer"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.fully_connected_layer"]], "module": [[2, "module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model"], [3, "module-sparknlp_jsl._tf_graph_builders.assertion_dl"], [4, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel"], [5, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model"], [6, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model"], [7, "module-sparknlp_jsl._tf_graph_builders.generic_classifier"], [8, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker"], [9, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings"], [10, "module-sparknlp_jsl._tf_graph_builders.graph_builders"], [11, "module-sparknlp_jsl._tf_graph_builders"], [12, "module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"], [13, "module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"], [14, "module-sparknlp_jsl._tf_graph_builders.ner_dl"], [15, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"], [16, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"], [17, "module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"], [18, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"], [19, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"], [20, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"], [21, "module-sparknlp_jsl._tf_graph_builders.tf2contrib"], [22, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"], [23, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"], [24, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"], [25, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"], [26, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"], [27, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"], [28, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"], [29, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"], [30, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"], [31, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"], [32, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"], [33, "module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"], [34, "module-sparknlp_jsl._tf_graph_builders_1x"], [35, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"], [36, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"], [37, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"], [38, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"], [39, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"], [40, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"], [41, "module-sparknlp_jsl.alab"], [42, "module-sparknlp_jsl.annotator.annotation_merger"], [43, "module-sparknlp_jsl.annotator.assertion.assertionDL"], [44, "module-sparknlp_jsl.annotator.assertion.assertion_chunk_converter"], [45, "module-sparknlp_jsl.annotator.assertion.assertion_dl_reg"], [46, "module-sparknlp_jsl.annotator.assertion"], [47, "module-sparknlp_jsl.annotator.chunker.assertion_filterer"], [48, "module-sparknlp_jsl.annotator.chunker.chunk_converter"], [49, "module-sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction"], [50, "module-sparknlp_jsl.annotator.chunker.chunk_sentence_splitter"], [51, "module-sparknlp_jsl.annotator.chunker.chunker_filterer"], [52, "module-sparknlp_jsl.annotator.chunker.chunkmapper"], [53, "module-sparknlp_jsl.annotator.chunker.chunkmapper_filterer"], [54, "module-sparknlp_jsl.annotator.chunker.docmapper"], [55, "module-sparknlp_jsl.annotator.chunker"], [56, "module-sparknlp_jsl.annotator.classification.document_log_classifier"], [57, "module-sparknlp_jsl.annotator.classification.document_ml_classifier"], [58, "module-sparknlp_jsl.annotator.classification.generic_log_reg_classifier"], [59, "module-sparknlp_jsl.annotator.classification.generic_svm_classifier"], [60, "module-sparknlp_jsl.annotator.classification"], [61, "module-sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification"], [62, "module-sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier"], [63, "module-sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification"], [64, "module-sparknlp_jsl.annotator.context.contextual_parser"], [65, "module-sparknlp_jsl.annotator.context"], [66, "module-sparknlp_jsl.annotator.deid.deIdentification"], [67, "module-sparknlp_jsl.annotator.deid.doccument_hashcoder"], [68, "module-sparknlp_jsl.annotator.deid"], [69, "module-sparknlp_jsl.annotator.deid.name_obfuscator"], [70, "module-sparknlp_jsl.annotator.deid.reIdentification"], [71, "module-sparknlp_jsl.annotator.deid.replacer"], [72, "module-sparknlp_jsl.annotator.disambiguation"], [73, "module-sparknlp_jsl.annotator.disambiguation.ner_disambiguator"], [74, "module-sparknlp_jsl.annotator.doc2_chunk_internal"], [75, "module-sparknlp_jsl.annotator.embeddings.average_embeddings"], [76, "module-sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings"], [77, "module-sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings"], [78, "module-sparknlp_jsl.annotator.embeddings"], [79, "module-sparknlp_jsl.annotator.feature_assembler"], [80, "module-sparknlp_jsl.annotator.generic_classifier.generic_classifier"], [81, "module-sparknlp_jsl.annotator.generic_classifier"], [82, "module-sparknlp_jsl.annotator"], [83, "module-sparknlp_jsl.annotator.merge.chunk_merge"], [84, "module-sparknlp_jsl.annotator.merge"], [85, "module-sparknlp_jsl.annotator.ner"], [86, "module-sparknlp_jsl.annotator.ner.iob_tagger"], [87, "module-sparknlp_jsl.annotator.ner.medical_ner"], [88, "module-sparknlp_jsl.annotator.ner.ner_chunker"], [89, "module-sparknlp_jsl.annotator.ner.ner_converter_internal"], [90, "module-sparknlp_jsl.annotator.ner.zero_shot_ner"], [91, "module-sparknlp_jsl.annotator.normalizer.date_normalizer"], [92, "module-sparknlp_jsl.annotator.normalizer.drug_normalizer"], [93, "module-sparknlp_jsl.annotator.normalizer"], [94, "module-sparknlp_jsl.annotator.qa.gpt_generation_params"], [95, "module-sparknlp_jsl.annotator.qa"], [96, "module-sparknlp_jsl.annotator.qa.medical_qa"], [97, "module-sparknlp_jsl.annotator.qa.qa_ner_generator"], [98, "module-sparknlp_jsl.annotator.re"], [99, "module-sparknlp_jsl.annotator.re.relation_extraction"], [100, "module-sparknlp_jsl.annotator.re.relation_extraction_dl"], [101, "module-sparknlp_jsl.annotator.re.relation_ner_chunk_filter"], [102, "module-sparknlp_jsl.annotator.re.zero_shot_relation_extraction"], [103, "module-sparknlp_jsl.annotator.resolution"], [104, "module-sparknlp_jsl.annotator.resolution.resolver_merger"], [105, "module-sparknlp_jsl.annotator.resolution.sentence_entity_resolver"], [106, "module-sparknlp_jsl.annotator.resolution2_chunk"], [107, "module-sparknlp_jsl.annotator.router"], [108, "module-sparknlp_jsl.annotator.seq2seq"], [109, "module-sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder"], [110, "module-sparknlp_jsl.annotator.seq2seq.medical_summarizer"], [111, "module-sparknlp_jsl.annotator.seq2seq.medical_text_generator"], [112, "module-sparknlp_jsl.annotator.source_tracking_metadata_params"], [113, "module-sparknlp_jsl.annotator.tf_graph_builder"], [114, "module-sparknlp_jsl.annotator.windowed"], [115, "module-sparknlp_jsl.annotator.windowed.windowed_sentence"], [116, "module-sparknlp_jsl.base"], [117, "module-sparknlp_jsl.common.annotator_approach_internal"], [118, "module-sparknlp_jsl.common.annotator_model_internal"], [119, "module-sparknlp_jsl.common.annotator_properties_internal"], [120, "module-sparknlp_jsl.common"], [121, "module-sparknlp_jsl.compatibility"], [122, "module-sparknlp_jsl.custom_transformer"], [123, "module-sparknlp_jsl.eval"], [124, "module-sparknlp_jsl.finance.chunk_classification.assertion.assertionDL"], [125, "module-sparknlp_jsl.finance.chunk_classification.assertion"], [126, "module-sparknlp_jsl.finance.chunk_classification.deid.deIdentification"], [127, "module-sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder"], [128, "module-sparknlp_jsl.finance.chunk_classification.deid"], [129, "module-sparknlp_jsl.finance.chunk_classification"], [130, "module-sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper"], [131, "module-sparknlp_jsl.finance.chunk_classification.resolution.docmapper"], [132, "module-sparknlp_jsl.finance.chunk_classification.resolution"], [133, "module-sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver"], [134, "module-sparknlp_jsl.finance.graph"], [135, "module-sparknlp_jsl.finance.graph.relation_extraction"], [136, "module-sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl"], [137, "module-sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction"], [138, "module-sparknlp_jsl.finance"], [139, "module-sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification"], [140, "module-sparknlp_jsl.finance.sequence_classification.finance_classifier_dl"], [141, "module-sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier"], [142, "module-sparknlp_jsl.finance.sequence_classification"], [143, "module-sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder"], [144, "module-sparknlp_jsl.finance.sequence_generation.finance_qa"], [145, "module-sparknlp_jsl.finance.sequence_generation.finance_summarizer"], [146, "module-sparknlp_jsl.finance.sequence_generation.finance_text_generator"], [147, "module-sparknlp_jsl.finance.sequence_generation"], [148, "module-sparknlp_jsl.finance.sequence_generation.qa_ner_generator"], [149, "module-sparknlp_jsl.finance.token_classification"], [150, "module-sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier"], [151, "module-sparknlp_jsl.finance.token_classification.ner.finance_ner"], [152, "module-sparknlp_jsl.finance.token_classification.ner"], [153, "module-sparknlp_jsl.finance.token_classification.ner.zero_shot_ner"], [154, "module-sparknlp_jsl.functions"], [155, "module-sparknlp_jsl"], [156, "module-sparknlp_jsl.internal"], [157, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"], [158, "module-sparknlp_jsl.legal.chunk_classification.assertion"], [159, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"], [160, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"], [161, "module-sparknlp_jsl.legal.chunk_classification.deid"], [162, "module-sparknlp_jsl.legal.chunk_classification"], [163, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"], [164, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"], [165, "module-sparknlp_jsl.legal.chunk_classification.resolution"], [166, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"], [167, "module-sparknlp_jsl.legal.graph"], [168, "module-sparknlp_jsl.legal.graph.relation_extraction"], [169, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"], [170, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"], [171, "module-sparknlp_jsl.legal"], [172, "module-sparknlp_jsl.legal.sequence_classification"], [173, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"], [174, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"], [175, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"], [176, "module-sparknlp_jsl.legal.sequence_generation"], [177, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"], [178, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"], [179, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"], [180, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"], [181, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"], [182, "module-sparknlp_jsl.legal.token_classification"], [183, "module-sparknlp_jsl.legal.token_classification.ner"], [184, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"], [185, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"], [186, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"], [187, "module-sparknlp_jsl.modelTracer"], [188, "module-sparknlp_jsl.nlp_test.bias.bias_testing"], [189, "module-sparknlp_jsl.nlp_test.bias"], [190, "module-sparknlp_jsl.nlp_test"], [191, "module-sparknlp_jsl.nlp_test.noisy_labels"], [192, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing"], [193, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing"], [194, "module-sparknlp_jsl.nlp_test.noisy_labels.utils"], [195, "module-sparknlp_jsl.nlp_test.robustness"], [196, "module-sparknlp_jsl.nlp_test.robustness.robustness_fixing"], [197, "module-sparknlp_jsl.nlp_test.robustness.robustness_testing"], [198, "module-sparknlp_jsl.nlp_test.robustness.utils"], [199, "module-sparknlp_jsl.pretrained"], [200, "module-sparknlp_jsl.structured_deidentification"], [201, "module-sparknlp_jsl.text_to_documents_columns"], [202, "module-sparknlp_jsl.training"], [203, "module-sparknlp_jsl.training_log_parser"], [204, "module-sparknlp_jsl.updateModels"], [205, "module-sparknlp_jsl.util"], [206, "module-sparknlp_jsl.utils.alab_utils"], [207, "module-sparknlp_jsl.utils.conll_parse"], [208, "module-sparknlp_jsl.utils.deidentification_module"], [209, "module-sparknlp_jsl.utils.imports"], [210, "module-sparknlp_jsl.utils"], [211, "module-sparknlp_jsl.utils.licensed_annotator_type"], [212, "module-sparknlp_jsl.utils.log_parse"], [213, "module-sparknlp_jsl.utils.ner_utils"], [214, "module-sparknlp_jsl.utils.ocr_nlp_processor"], [215, "module-sparknlp_jsl.utils.ocr_utils"], [216, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "persist_graph() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.persist_graph"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.persist_graph"]], "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model": [[2, "module-sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model"]], "train() (assertionmodel method)": [[2, "sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model.AssertionModel.train"], [25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel.train"]], "sparknlp_jsl._tf_graph_builders.assertion_dl": [[3, "module-sparknlp_jsl._tf_graph_builders.assertion_dl"]], "basetfmodel (class in sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel"]], "build() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.build"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.build"]], "export_graph() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.export_graph"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.export_graph"]], "fit_dataset() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.fit_dataset"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.fit_dataset"]], "generate_batch() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.generate_batch"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.generate_batch"]], "get_graph() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph"]], "is_built() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.is_built"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.is_built"]], "load_graph() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.load_graph"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.load_graph"]], "run_tests() (basetfmodel method)": [[4, "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.run_tests"], [27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.run_tests"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel": [[4, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel"]], "build_params (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)": [[5, "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.build_params"]], "model (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)": [[5, "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.build_model": [[5, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.build_model"]], "genericclassifiermodel (class in sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model)": [[6, "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel"]], "build() (genericclassifiermodel method)": [[6, "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.build"], [29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.build"]], "export_graph() (genericclassifiermodel method)": [[6, "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph"], [29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.export_graph"]], "run_tests() (genericclassifiermodel method)": [[6, "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests"], [29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel.run_tests"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model": [[6, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders.generic_classifier": [[7, "module-sparknlp_jsl._tf_graph_builders.generic_classifier"]], "progresstracker (class in sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker"]], "get_report_interval() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.get_report_interval"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.get_report_interval"]], "on_batch() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_batch"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_batch"]], "on_epoch() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_epoch"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_epoch"]], "on_training_end() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_end"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_end"]], "on_training_start() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.on_training_start"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.on_training_start"]], "print_progress() (progresstracker method)": [[8, "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker.ProgressTracker.print_progress"], [31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker.print_progress"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker": [[8, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker"]], "acc (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.ACC"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.ACC"]], "datasets_dir (settings attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR"]], "default_model_node_names (settings attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES"]], "evaluate (run_types attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.EVALUATE"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.EVALUATE"]], "init (model_ops attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.INIT"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.INIT"]], "inputs (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.INPUTS"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.INPUTS"]], "learning_rate (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LEARNING_RATE"]], "logs_dir (settings attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.LOGS_DIR"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.LOGS_DIR"]], "loss (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.LOSS"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.LOSS"]], "models_dir (settings attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.MODELS_DIR"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.MODELS_DIR"]], "model_ops (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS"]], "model_tensors (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS"]], "outputs (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.OUTPUTS"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.OUTPUTS"]], "predict (run_types attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.PREDICT"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.PREDICT"]], "run_types (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES"]], "settings (class in sparknlp_jsl._tf_graph_builders.generic_classifier.settings)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings"]], "targets (model_tensors attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_TENSORS.TARGETS"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS.TARGETS"]], "train (model_ops attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.MODEL_OPS.TRAIN"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS.TRAIN"]], "train (run_types attribute)": [[9, "sparknlp_jsl._tf_graph_builders.generic_classifier.settings.RUN_TYPES.TRAIN"], [32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES.TRAIN"]], "sparknlp_jsl._tf_graph_builders.generic_classifier.settings": [[9, "module-sparknlp_jsl._tf_graph_builders.generic_classifier.settings"]], "assertiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder"]], "genericclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder"]], "logregclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder"]], "nertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder"]], "relationextractiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder"]], "svmclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder"]], "tfgraphbuilder (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder"]], "tfgraphbuilderfactory (class in sparknlp_jsl._tf_graph_builders.graph_builders)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory"]], "tensorflowaddonsneeded": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TensorflowAddonsNeeded"]], "wrongtfversion": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.WrongTFVersion"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.WrongTFVersion"]], "build() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.build"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.build"]], "build() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.build"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.build"]], "build() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.build"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.build"]], "build() (tfgraphbuilderfactory static method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.build"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.build"]], "check_build_params() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.check_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.check_build_params"]], "get_build_param() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_param"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_param"]], "get_build_params() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params"]], "get_build_params_with_defaults() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_build_params_with_defaults"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_build_params_with_defaults"]], "get_model_build_param_explanations() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (logregclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (svmclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_param_explanations() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_param_explanations"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_param_explanations"]], "get_model_build_params() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (logregclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.LogRegClassifierTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (svmclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.SVMClassifierTFGraphBuilder.get_model_build_params"]], "get_model_build_params() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_build_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_build_params"]], "get_model_filename() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.get_model_filename"]], "get_model_filename() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.get_model_filename"]], "get_model_filename() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.get_model_filename"]], "get_model_filename() (relationextractiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder.get_model_filename"]], "get_model_filename() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.get_model_filename"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.get_model_filename"]], "get_models() (tfgraphbuilderfactory static method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.get_models"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.get_models"]], "print_model_params() (tfgraphbuilderfactory static method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilderFactory.print_model_params"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory.print_model_params"]], "sparknlp_jsl._tf_graph_builders.graph_builders": [[10, "module-sparknlp_jsl._tf_graph_builders.graph_builders"]], "supports_auto_file_name() (assertiontfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder.supports_auto_file_name"]], "supports_auto_file_name() (genericclassifiertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder.supports_auto_file_name"]], "supports_auto_file_name() (nertfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name"]], "supports_auto_file_name() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders": [[11, "module-sparknlp_jsl._tf_graph_builders"]], "create_graph() (in module sparknlp_jsl._tf_graph_builders.ner_dl.create_graph)": [[12, "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph"]], "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph": [[12, "module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"]], "datasetencoder (class in sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder"]], "encode() (datasetencoder method)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.encode"], [36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.encode"]], "get_char_indexes() (datasetencoder method)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes"], [36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.get_char_indexes"]], "normalize() (datasetencoder static method)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.normalize"], [36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.normalize"]], "shuffle() (datasetencoder method)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder.shuffle"], [36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder.shuffle"]], "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder": [[13, "module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders.ner_dl": [[14, "module-sparknlp_jsl._tf_graph_builders.ner_dl"]], "nermodel (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel"]], "add_bilstm_char_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr"]], "add_cnn_char_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr"]], "add_context_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr"]], "add_inference_layer() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer"]], "add_pretrained_word_embeddings() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings"]], "add_training_op() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op"]], "close() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close"]], "fill() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill"]], "get_char_ids() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids"]], "get_from_batch() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch"]], "get_sentence_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths"]], "get_sentence_token_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths"]], "get_softmax() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax"]], "get_tag_ids() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids"]], "get_word_embeddings() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings"]], "get_word_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths"]], "init_variables() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables"]], "measure() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure"]], "num_trues() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues"]], "predict() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict"]], "slice() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model": [[15, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"]], "train() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train"]], "nermodelsaver (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver"]], "restore_tensorflow_state() (nermodelsaver static method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state"]], "save() (nermodelsaver method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save"]], "save_models() (nermodelsaver method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver": [[16, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"]], "sentencegrouper (class in sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper"]], "get_bucket_id() (sentencegrouper method)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id"], [40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id"]], "slice() (sentencegrouper method)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice"], [40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper": [[17, "module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"]], "embeddingwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper"]], "inputprojectionwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper"]], "outputprojectionwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper"]], "rnncell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.RNNCell"]], "call() (embeddingwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.call"]], "call() (inputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.call"]], "call() (outputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell": [[18, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"]], "zero_state() (embeddingwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state"]], "zero_state() (inputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state"]], "zero_state() (outputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state"]], "fusedrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell"]], "fusedrnncelladaptor (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor"]], "timereversedfusedrnn (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell": [[19, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"]], "grublockcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell"]], "grublockcellv2 (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2"]], "layerrnncell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell"]], "build() (grublockcell method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build"]], "build() (grublockcellv2 method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build"]], "call() (grublockcell method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops": [[20, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib": [[21, "module-sparknlp_jsl._tf_graph_builders.tf2contrib"]], "tf (in module sparknlp_jsl._tf_graph_builders.tf2contrib)": [[21, "sparknlp_jsl._tf_graph_builders.tf2contrib.tf"]], "lstmblockcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell"]], "lstmblockfusedcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell"]], "lstmblockwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper"]], "layerrnncell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell"]], "build() (lstmblockcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build"]], "build() (lstmblockfusedcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build"]], "call() (lstmblockcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call"]], "call() (lstmblockwrapper method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call"]], "num_units() (lstmblockwrapper method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops": [[22, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn": [[23, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"]], "stack_bidirectional_dynamic_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)": [[23, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn"]], "stack_bidirectional_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)": [[23, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn"]], "attentioncellwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper"]], "bidirectionalgridlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell"]], "cfncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell"]], "compiledwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper"]], "conv1dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell"]], "conv2dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell"]], "conv3dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell"]], "convlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell"]], "coupledinputforgetgatelstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell"]], "glstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell"]], "gridlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell"]], "highwaywrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper"]], "indrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell"]], "indygrucell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell"]], "indylstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell"]], "intersectionrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell"]], "layernormbasiclstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell"]], "layernormlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell"]], "minimalrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell"]], "nascell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell"]], "ntmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell"]], "ntmcontrollerstate (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState"]], "phasedlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell"]], "srucell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell"]], "timefreqlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell"]], "ugrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell"]], "weightnormlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell"]], "build() (cfncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build"]], "build() (indrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build"]], "build() (indygrucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build"]], "build() (indylstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build"]], "build() (minimalrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build"]], "build() (nascell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build"]], "build() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build"]], "build() (srucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build"]], "call() (attentioncellwrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call"]], "call() (bidirectionalgridlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call"]], "call() (cfncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call"]], "call() (convlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call"]], "call() (coupledinputforgetgatelstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call"]], "call() (glstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call"]], "call() (gridlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call"]], "call() (indrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call"]], "call() (indygrucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call"]], "call() (indylstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call"]], "call() (intersectionrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call"]], "call() (layernormbasiclstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call"]], "call() (layernormlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call"]], "call() (minimalrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call"]], "call() (nascell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call"]], "call() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call"]], "call() (phasedlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call"]], "call() (srucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call"]], "call() (timefreqlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call"]], "call() (ugrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call"]], "call() (weightnormlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell": [[24, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"]], "zero_state() (compiledwrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state"]], "zero_state() (highwaywrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state"]], "zero_state() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state"]], "assertionmodel (class in sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model)": [[25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model": [[25, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl": [[26, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"]], "basetfmodel (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel)": [[27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel": [[27, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"]], "build_params (in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)": [[28, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params"]], "model (in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)": [[28, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model": [[28, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"]], "genericclassifiermodel (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model)": [[29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model": [[29, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier": [[30, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"]], "progresstracker (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker)": [[31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker": [[31, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"]], "model_ops (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS"]], "model_tensors (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS"]], "run_types (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES"]], "settings (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings": [[32, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"]], "assertiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder"]], "genericclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder"]], "nertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder"]], "relationextractiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder"]], "tfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"]], "tfgraphbuilderfactory (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders": [[33, "module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"]], "sparknlp_jsl._tf_graph_builders_1x": [[34, "module-sparknlp_jsl._tf_graph_builders_1x"]], "create_graph() (in module sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph)": [[35, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph": [[35, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"]], "datasetencoder (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder)": [[36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder": [[36, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl": [[37, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"]], "nermodel (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model)": [[38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model": [[38, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"]], "nermodelsaver (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver)": [[39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver": [[39, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"]], "sentencegrouper (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper)": [[40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper": [[40, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"]], "annotationlab (class in sparknlp_jsl.alab)": [[41, "sparknlp_jsl.alab.AnnotationLab"]], "create_project() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.create_project"]], "delete_project() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.delete_project"]], "delete_tasks() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.delete_tasks"]], "generate_preannotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.generate_preannotations"]], "get_iaa_metrics() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_IAA_metrics"]], "get_all_projects() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_all_projects"]], "get_annotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_annotations"]], "get_assertion_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_assertion_data"]], "get_classification_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_classification_data"]], "get_conll_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_conll_data"]], "get_project_config() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_project_config"]], "get_relation_extraction_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_relation_extraction_data"]], "review_annotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.review_annotations"]], "set_credentials() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.set_credentials"]], "set_project_config() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.set_project_config"]], "sparknlp_jsl.alab": [[41, "module-sparknlp_jsl.alab"]], "upload_preannotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.upload_preannotations"]], "upload_tasks() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.upload_tasks"]], "annotationmerger (class in sparknlp_jsl.annotator.annotation_merger)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger"]], "inputannotatortypes (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.inputAnnotatorTypes"]], "inputtype (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.inputType"]], "name (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.name"]], "outputannotatortype (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.outputAnnotatorType"]], "setinputcols() (annotationmerger method)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.setInputCols"]], "setinputtype() (annotationmerger method)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.setInputType"]], "skiplpinputcolsvalidation (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.annotation_merger": [[42, "module-sparknlp_jsl.annotator.annotation_merger"]], "assertiondlapproach (class in sparknlp_jsl.annotator.assertion.assertiondl)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.annotator.assertion.assertiondl)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel"]], "batchsize (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.batchSize"]], "classes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.classes"]], "configprotobytes (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.configProtoBytes"]], "configprotobytes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.configProtoBytes"]], "dropout (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.dropout"]], "enableoutputlogs (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.enableOutputLogs"]], "endcol (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.endCol"]], "epochs (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.epochs"]], "graphfile (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.graphFile"]], "graphfolder (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.graphFolder"]], "includeconfidence (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.includeConfidence"]], "includeconfidence (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.includeConfidence"]], "inputannotatortypes (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.inputAnnotatorTypes"]], "inputannotatortypes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.inputAnnotatorTypes"]], "label (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.label"]], "learningrate (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.learningRate"]], "maxsentlen (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.maxSentLen"]], "maxsentlen (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.maxSentLen"]], "name (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.name"], [124, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel.name"], [157, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel.name"]], "outputannotatortype (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.outputAnnotatorType"]], "outputannotatortype (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.outputAnnotatorType"]], "outputlogspath (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.outputLogsPath"]], "pretrained() (assertiondlmodel static method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.pretrained"], [124, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel.pretrained"], [157, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel.pretrained"]], "scopewindow (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.scopeWindow"]], "scopewindow (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.scopeWindow"]], "setbatchsize() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setBatchSize"]], "setconfigprotobytes() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setConfigProtoBytes"]], "setconfigprotobytes() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setConfigProtoBytes"]], "setdropout() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setDropout"]], "setenableoutputlogs() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEnableOutputLogs"]], "setendcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEndCol"]], "setepochs() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEpochs"]], "setgraphfile() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setGraphFile"]], "setgraphfolder() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setGraphFolder"]], "setincludeconfidence() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setIncludeConfidence"]], "setincludeconfidence() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setIncludeConfidence"]], "setlabelcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setLabelCol"]], "setlearningrate() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setLearningRate"]], "setmaxsentlen() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setMaxSentLen"]], "setoutputlogspath() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setOutputLogsPath"]], "setscopewindow() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setScopeWindow"]], "setscopewindow() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setScopeWindow"]], "setstartcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setStartCol"]], "settestdataset() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setTestDataset"]], "setvalidationsplit() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setValidationSplit"]], "setverbose() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setVerbose"]], "sparknlp_jsl.annotator.assertion.assertiondl": [[43, "module-sparknlp_jsl.annotator.assertion.assertionDL"]], "startcol (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.startCol"]], "targetnerlabels (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.targetNerLabels"]], "testdataset (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.testDataset"]], "validationsplit (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.validationSplit"]], "verbose (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.verbose"]], "assertionchunkconverter (class in sparknlp_jsl.annotator.assertion.assertion_chunk_converter)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter"]], "chunkbegincol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkBeginCol"]], "chunkendcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkEndCol"]], "chunktextcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkTextCol"]], "inputannotatortypes (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.inputAnnotatorTypes"]], "inputcols (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.inputCols"]], "name (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.name"]], "outputannotatortype (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputAnnotatorType"]], "outputcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputCol"]], "outputtokenbegincol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputTokenBeginCol"]], "outputtokenendcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputTokenEndCol"]], "setchunkbegincol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkBeginCol"]], "setchunkendcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkEndCol"]], "setchunktextcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkTextCol"]], "setinputcols() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setInputCols"]], "setoutputcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputCol"]], "setoutputtokenbegincol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputTokenBeginCol"]], "setoutputtokenendcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputTokenEndCol"]], "setparams() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setParams"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter": [[44, "module-sparknlp_jsl.annotator.assertion.assertion_chunk_converter"]], "assertionlogregapproach (class in sparknlp_jsl.annotator.assertion.assertion_dl_reg)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach"]], "assertionlogregmodel (class in sparknlp_jsl.annotator.assertion.assertion_dl_reg)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel"]], "afterparam (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.afterParam"]], "afterparam (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.afterParam"]], "beforeparam (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.beforeParam"]], "beforeparam (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.beforeParam"]], "enetparam (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.eNetParam"]], "endcol (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.endCol"]], "endcol (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.endCol"]], "inputannotatortypes (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.inputAnnotatorTypes"]], "inputannotatortypes (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.inputAnnotatorTypes"]], "label (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.label"]], "maxiter (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.maxIter"]], "name (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.name"]], "nercol (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.nerCol"]], "nercol (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.nerCol"]], "outputannotatortype (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.outputAnnotatorType"]], "outputannotatortype (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.outputAnnotatorType"]], "pretrained() (assertionlogregmodel static method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.pretrained"]], "regparam (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.regParam"]], "setafter() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setAfter"]], "setbefore() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setBefore"]], "setendcol() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setEndCol"]], "setenet() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setEnet"]], "setlabelcol() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setLabelCol"]], "setmaxiter() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setMaxIter"]], "setnercol() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setNerCol"]], "setreg() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setReg"]], "setstartcol() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setStartCol"]], "settargetnerlabels() (assertionlogregapproach method)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setTargetNerLabels"]], "sparknlp_jsl.annotator.assertion.assertion_dl_reg": [[45, "module-sparknlp_jsl.annotator.assertion.assertion_dl_reg"]], "startcol (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.startCol"]], "startcol (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.startCol"]], "targetnerlabels (assertionlogregapproach attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.targetNerLabels"]], "targetnerlabels (assertionlogregmodel attribute)": [[45, "sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.targetNerLabels"]], "sparknlp_jsl.annotator.assertion": [[46, "module-sparknlp_jsl.annotator.assertion"]], "assertionfilterer (class in sparknlp_jsl.annotator.chunker.assertion_filterer)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer"]], "casesensitive (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.caseSensitive"]], "criteria (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.criteria"]], "entitiesconfidence (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.entitiesConfidence"]], "inputannotatortypes (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.inputAnnotatorTypes"]], "name (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.name"]], "outputannotatortype (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.outputAnnotatorType"]], "regex (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.regex"]], "setcasesensitive() (assertionfilterer method)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setCaseSensitive"]], "setcriteria() (assertionfilterer method)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setCriteria"]], "setregex() (assertionfilterer method)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setRegex"]], "setwhitelist() (assertionfilterer method)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setWhiteList"]], "sparknlp_jsl.annotator.chunker.assertion_filterer": [[47, "module-sparknlp_jsl.annotator.chunker.assertion_filterer"]], "whitelist (assertionfilterer attribute)": [[47, "sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.whiteList"]], "chunkconverter (class in sparknlp_jsl.annotator.chunker.chunk_converter)": [[48, "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter"]], "inputannotatortypes (chunkconverter attribute)": [[48, "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter.inputAnnotatorTypes"]], "name (chunkconverter attribute)": [[48, "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter.name"]], "outputannotatortype (chunkconverter attribute)": [[48, "sparknlp_jsl.annotator.chunker.chunk_converter.ChunkConverter.outputAnnotatorType"]], "sparknlp_jsl.annotator.chunker.chunk_converter": [[48, "module-sparknlp_jsl.annotator.chunker.chunk_converter"]], "chunkkeyphraseextraction (class in sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction"]], "concatenatesentences (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.concatenateSentences"]], "divergence (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.divergence"]], "documentlevelprocessing (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.documentLevelProcessing"]], "droppunctuation (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.dropPunctuation"]], "inputannotatortypes (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.inputAnnotatorTypes"]], "name (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.name"]], "outputannotatortype (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.outputAnnotatorType"]], "pretrained() (chunkkeyphraseextraction static method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.pretrained"]], "selectmostdifferent (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.selectMostDifferent"]], "setconcatenatesentences() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setConcatenateSentences"]], "setdivergence() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setDivergence"]], "setdocumentlevelprocessing() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setDocumentLevelProcessing"]], "setdroppunctuation() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setDropPunctuation"]], "setselectmostdifferent() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setSelectMostDifferent"]], "settopn() (chunkkeyphraseextraction method)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setTopN"]], "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction": [[49, "module-sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction"]], "topn (chunkkeyphraseextraction attribute)": [[49, "sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.topN"]], "chunksentencesplitter (class in sparknlp_jsl.annotator.chunker.chunk_sentence_splitter)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter"]], "defaultentity (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.defaultEntity"]], "groupbysentences (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.groupBySentences"]], "inputannotatortypes (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.inputAnnotatorTypes"]], "insertchunk (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.insertChunk"]], "name (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.name"]], "outputannotatortype (chunksentencesplitter attribute)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.outputAnnotatorType"]], "setdefaultentity() (chunksentencesplitter method)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setDefaultEntity"]], "setgroupbysentences() (chunksentencesplitter method)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setGroupBySentences"]], "setinsertchunk() (chunksentencesplitter method)": [[50, "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setInsertChunk"]], "sparknlp_jsl.annotator.chunker.chunk_sentence_splitter": [[50, "module-sparknlp_jsl.annotator.chunker.chunk_sentence_splitter"]], "chunkfilterer (class in sparknlp_jsl.annotator.chunker.chunker_filterer)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer"]], "chunkfiltererapproach (class in sparknlp_jsl.annotator.chunker.chunker_filterer)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach"]], "blacklist (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.blackList"]], "blacklist (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.blackList"]], "criteria (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.criteria"]], "criteria (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.criteria"]], "entitiesconfidenceresource (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.entitiesConfidenceResource"]], "filtervalue (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.filterValue"]], "filtervalue (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.filterValue"]], "inputannotatortypes (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.inputAnnotatorTypes"]], "inputannotatortypes (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.inputAnnotatorTypes"]], "name (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.name"]], "name (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.name"]], "outputannotatortype (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.outputAnnotatorType"]], "outputannotatortype (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.outputAnnotatorType"]], "regex (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.regex"]], "regex (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.regex"]], "setblacklist() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setBlackList"]], "setblacklist() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setBlackList"]], "setcriteria() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setCriteria"]], "setcriteria() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setCriteria"]], "setentitiesconfidenceresource() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setEntitiesConfidenceResource"]], "setfilterentity() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setFilterEntity"]], "setfilterentity() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setFilterEntity"]], "setregex() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setRegex"]], "setregex() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setRegex"]], "setwhitelist() (chunkfilterer method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.setWhiteList"]], "setwhitelist() (chunkfiltererapproach method)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setWhiteList"]], "sparknlp_jsl.annotator.chunker.chunker_filterer": [[51, "module-sparknlp_jsl.annotator.chunker.chunker_filterer"]], "whitelist (chunkfilterer attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer.whiteList"]], "whitelist (chunkfiltererapproach attribute)": [[51, "sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.whiteList"]], "chunkmapperapproach (class in sparknlp_jsl.annotator.chunker.chunkmapper)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach"]], "chunkmapperfuzzymatchingparams (class in sparknlp_jsl.annotator.chunker.chunkmapper)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams"]], "chunkmappermodel (class in sparknlp_jsl.annotator.chunker.chunkmapper)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel"]], "commonchunkmapperparams (class in sparknlp_jsl.annotator.chunker.chunkmapper)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams"]], "allowmultitokenchunk (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.allowMultiTokenChunk"]], "dictionary (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.dictionary"]], "enablecharfingerprintmatching (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.enableCharFingerprintMatching"]], "enablefuzzymatching (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.enableFuzzyMatching"]], "enabletokenfingerprintmatching (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.enableTokenFingerprintMatching"]], "fuzzydistancescalingmode (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.fuzzyDistanceScalingMode"]], "fuzzymatchingdistancethresholds (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.fuzzyMatchingDistanceThresholds"]], "fuzzymatchingdistances (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.fuzzyMatchingDistances"]], "inputannotatortypes (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.inputAnnotatorTypes"]], "inputannotatortypes (chunkmappermodel attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.inputAnnotatorTypes"]], "lowercase (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.lowerCase"]], "maxcharngramfingerprint (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxCharNgramFingerprint"]], "maxtokenngramdroppingcharsratio (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramDroppingCharsRatio"]], "maxtokenngramdroppingoperator (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramDroppingOperator"]], "maxtokenngramdroppingtokens (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramDroppingTokens"]], "maxtokenngramfingerprint (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxTokenNgramFingerprint"]], "mincharngramfingerprint (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.minCharNgramFingerprint"]], "mintokenngramfingerprint (chunkmapperfuzzymatchingparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.minTokenNgramFingerprint"]], "multivaluesrelations (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.multivaluesRelations"]], "name (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.name"], [130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperApproach.name"], [163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach.name"]], "name (chunkmappermodel attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.name"], [130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel.name"], [163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel.name"]], "outputannotatortype (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.outputAnnotatorType"]], "outputannotatortype (chunkmappermodel attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.outputAnnotatorType"]], "pretrained() (chunkmappermodel static method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.pretrained"], [130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel.pretrained"], [163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel.pretrained"]], "rel (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.rel"]], "rels (commonchunkmapperparams attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.rels"]], "setallowmultitokenchunk() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setAllowMultiTokenChunk"]], "setdictionary() (chunkmapperapproach method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.setDictionary"]], "setenablecharfingerprintmatching() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setEnableCharFingerprintMatching"]], "setenablefuzzymatching() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setEnableFuzzyMatching"]], "setenabletokenfingerprintmatching() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setEnableTokenFingerprintMatching"]], "setfuzzydistancescalingmode() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setFuzzyDistanceScalingMode"]], "setfuzzymatchingdistancethresholds() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setFuzzyMatchingDistanceThresholds"]], "setfuzzymatchingdistances() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setFuzzyMatchingDistances"]], "setlowercase() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setLowerCase"]], "setmaxcharngramfingerprint() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxCharNgramFingerprint"]], "setmaxtokenngramdroppingcharsratio() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxTokenNgramDroppingCharsRatio"]], "setmaxtokenngramdroppingoperator() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxTokenNgramDroppingOperator"]], "setmaxtokenngramdroppingtokens() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxTokenNgramDroppingTokens"]], "setmaxtokenngramfingerprint() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxTokenNgramFingerprint"]], "setmincharngramfingerprint() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMinCharNgramFingerprint"]], "setmintokenngramfingerprint() (chunkmapperfuzzymatchingparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMinTokenNgramFingerprint"]], "setmultivaluesrelations() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setMultivaluesRelations"]], "setrel() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setRel"]], "setrels() (commonchunkmapperparams method)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setRels"]], "skiplpinputcolsvalidation (chunkmapperapproach attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperApproach.skipLPInputColsValidation"]], "skiplpinputcolsvalidation (chunkmappermodel attribute)": [[52, "sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperModel.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.chunker.chunkmapper": [[52, "module-sparknlp_jsl.annotator.chunker.chunkmapper"]], "chunkmapperfilterer (class in sparknlp_jsl.annotator.chunker.chunkmapper_filterer)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer"]], "inputannotatortypes (chunkmapperfilterer attribute)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.inputAnnotatorTypes"]], "name (chunkmapperfilterer attribute)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.name"]], "outputannotatortype (chunkmapperfilterer attribute)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.outputAnnotatorType"]], "returncriteria (chunkmapperfilterer attribute)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.returnCriteria"]], "setreturncriteria() (chunkmapperfilterer method)": [[53, "sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.setReturnCriteria"]], "sparknlp_jsl.annotator.chunker.chunkmapper_filterer": [[53, "module-sparknlp_jsl.annotator.chunker.chunkmapper_filterer"]], "docmapperapproach (class in sparknlp_jsl.annotator.chunker.docmapper)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.annotator.chunker.docmapper)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel"]], "dictionary (docmapperapproach attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.dictionary"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.dictionary"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.dictionary"]], "inputannotatortypes (docmapperapproach attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.inputAnnotatorTypes"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.inputAnnotatorTypes"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.inputAnnotatorTypes"]], "inputannotatortypes (docmappermodel attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel.inputAnnotatorTypes"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel.inputAnnotatorTypes"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel.inputAnnotatorTypes"]], "name (docmapperapproach attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.name"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.name"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.name"]], "name (docmappermodel attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel.name"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel.name"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel.name"]], "outputannotatortype (docmapperapproach attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.outputAnnotatorType"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.outputAnnotatorType"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.outputAnnotatorType"]], "outputannotatortype (docmappermodel attribute)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel.outputAnnotatorType"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel.outputAnnotatorType"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel.outputAnnotatorType"]], "pretrained() (docmappermodel static method)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperModel.pretrained"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel.pretrained"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel.pretrained"]], "setdictionary() (docmapperapproach method)": [[54, "sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.setDictionary"], [131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.setDictionary"], [164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.setDictionary"]], "sparknlp_jsl.annotator.chunker.docmapper": [[54, "module-sparknlp_jsl.annotator.chunker.docmapper"]], "sparknlp_jsl.annotator.chunker": [[55, "module-sparknlp_jsl.annotator.chunker"]], "documentlogregclassifierapproach (class in sparknlp_jsl.annotator.classification.document_log_classifier)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach"]], "documentlogregclassifiermodel (class in sparknlp_jsl.annotator.classification.document_log_classifier)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel"]], "classificationmodel (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.classificationModel"]], "classificationmodelpath (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.classificationModelPath"]], "fitintercept (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.fitIntercept"]], "inputannotatortypes (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.inputAnnotatorTypes"]], "labelcol (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.labelCol"]], "labels (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.labels"]], "labels (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.labels"]], "maxiter (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.maxIter"]], "mergechunks (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.mergeChunks"]], "name (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.name"]], "outputannotatortype (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.outputAnnotatorType"]], "outputannotatortype (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.outputAnnotatorType"]], "pretrained() (documentlogregclassifiermodel static method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.pretrained"]], "setclassificationmodel() (documentlogregclassifiermodel method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.setClassificationModel"]], "setclassificationmodelpath() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setClassificationModelPath"]], "setfitintercept() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setFitIntercept"]], "setlabelcolumn() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setLabelColumn"]], "setlabels() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setLabels"]], "setlabels() (documentlogregclassifiermodel method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.setLabels"]], "setmaxiter() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setMaxIter"]], "setmergechunks() (documentlogregclassifiermodel method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.setMergeChunks"]], "settol() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setTol"]], "setvectorizationmodel() (documentlogregclassifiermodel method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.setVectorizationModel"]], "setvectorizationmodelpath() (documentlogregclassifierapproach method)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.setVectorizationModelPath"]], "sparknlp_jsl.annotator.classification.document_log_classifier": [[56, "module-sparknlp_jsl.annotator.classification.document_log_classifier"]], "tol (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.tol"]], "vectorizationmodel (documentlogregclassifiermodel attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierModel.vectorizationModel"]], "vectorizationmodelpath (documentlogregclassifierapproach attribute)": [[56, "sparknlp_jsl.annotator.classification.document_log_classifier.DocumentLogRegClassifierApproach.vectorizationModelPath"]], "documentmlclassifierapproach (class in sparknlp_jsl.annotator.classification.document_ml_classifier)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach"]], "documentmlclassifiermodel (class in sparknlp_jsl.annotator.classification.document_ml_classifier)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel"]], "documentmlclassifierparams (class in sparknlp_jsl.annotator.classification.document_ml_classifier)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams"]], "classificationmodel (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.classificationModel"]], "classificationmodelclass (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.classificationModelClass"]], "classificationmodelpath (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.classificationModelPath"]], "fitintercept (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.fitIntercept"]], "inputannotatortypes (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.inputAnnotatorTypes"]], "inputannotatortypes (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.inputAnnotatorTypes"]], "labelcol (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.labelCol"]], "labels (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.labels"]], "labels (documentmlclassifierparams attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.labels"]], "maxiter (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.maxIter"]], "maxtokenngram (documentmlclassifierparams attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.maxTokenNgram"]], "mergechunks (documentmlclassifierparams attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.mergeChunks"]], "mintokenngram (documentmlclassifierparams attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.minTokenNgram"]], "name (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.name"]], "outputannotatortype (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.outputAnnotatorType"]], "outputannotatortype (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.outputAnnotatorType"]], "pretrained() (documentmlclassifiermodel static method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.pretrained"]], "setclassificationmodel() (documentmlclassifiermodel method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.setClassificationModel"]], "setclassificationmodelclass() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setClassificationModelClass"]], "setclassificationmodelpath() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setClassificationModelPath"]], "setfitintercept() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setFitIntercept"]], "setlabelcol() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setLabelCol"]], "setlabels() (documentmlclassifiermodel method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.setLabels"]], "setlabels() (documentmlclassifierparams method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.setLabels"]], "setmaxiter() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setMaxIter"]], "setmaxtokenngram() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setMaxTokenNgram"]], "setmergechunks() (documentmlclassifierparams method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.setMergeChunks"]], "setmintokenngram() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setMinTokenNgram"]], "settol() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setTol"]], "setvectorizationmodel() (documentmlclassifiermodel method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.setVectorizationModel"]], "setvectorizationmodelpath() (documentmlclassifierapproach method)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setVectorizationModelPath"]], "sparknlp_jsl.annotator.classification.document_ml_classifier": [[57, "module-sparknlp_jsl.annotator.classification.document_ml_classifier"]], "tol (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.tol"]], "vectorizationmodel (documentmlclassifiermodel attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel.vectorizationModel"]], "vectorizationmodelpath (documentmlclassifierapproach attribute)": [[57, "sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.vectorizationModelPath"]], "genericlogregclassifierapproach (class in sparknlp_jsl.annotator.classification.generic_log_reg_classifier)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach"]], "genericlogregclassifiermodel (class in sparknlp_jsl.annotator.classification.generic_log_reg_classifier)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel"]], "inputannotatortypes (genericlogregclassifierapproach attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach.inputAnnotatorTypes"]], "inputannotatortypes (genericlogregclassifiermodel attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel.inputAnnotatorTypes"]], "name (genericlogregclassifierapproach attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach.name"]], "name (genericlogregclassifiermodel attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel.name"]], "outputannotatortype (genericlogregclassifierapproach attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierApproach.outputAnnotatorType"]], "outputannotatortype (genericlogregclassifiermodel attribute)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel.outputAnnotatorType"]], "pretrained() (genericlogregclassifiermodel static method)": [[58, "sparknlp_jsl.annotator.classification.generic_log_reg_classifier.GenericLogRegClassifierModel.pretrained"]], "sparknlp_jsl.annotator.classification.generic_log_reg_classifier": [[58, "module-sparknlp_jsl.annotator.classification.generic_log_reg_classifier"]], "genericsvmclassifierapproach (class in sparknlp_jsl.annotator.classification.generic_svm_classifier)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach"]], "genericsvmclassifiermodel (class in sparknlp_jsl.annotator.classification.generic_svm_classifier)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel"]], "inputannotatortypes (genericsvmclassifierapproach attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.inputAnnotatorTypes"]], "inputannotatortypes (genericsvmclassifiermodel attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.inputAnnotatorTypes"]], "name (genericsvmclassifierapproach attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.name"]], "name (genericsvmclassifiermodel attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.name"]], "outputannotatortype (genericsvmclassifierapproach attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.outputAnnotatorType"]], "outputannotatortype (genericsvmclassifiermodel attribute)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.outputAnnotatorType"]], "pretrained() (genericsvmclassifiermodel static method)": [[59, "sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.pretrained"]], "sparknlp_jsl.annotator.classification.generic_svm_classifier": [[59, "module-sparknlp_jsl.annotator.classification.generic_svm_classifier"]], "sparknlp_jsl.annotator.classification": [[60, "module-sparknlp_jsl.annotator.classification"]], "medicalbertforsequenceclassification (class in sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification"]], "coalescesentences (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.coalesceSentences"]], "configprotobytes (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.configProtoBytes"]], "getclasses() (medicalbertforsequenceclassification method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.getClasses"]], "inputannotatortypes (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.inputAnnotatorTypes"]], "loadsavedmodel() (medicalbertforsequenceclassification static method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (medicalbertforsequenceclassification static method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.loadSavedModelOpenSource"]], "maxsentencelength (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.maxSentenceLength"]], "name (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.name"]], "outputannotatortype (medicalbertforsequenceclassification attribute)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.outputAnnotatorType"]], "pretrained() (medicalbertforsequenceclassification static method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.pretrained"]], "setcoalescesentences() (medicalbertforsequenceclassification method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.setCoalesceSentences"]], "setconfigprotobytes() (medicalbertforsequenceclassification method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.setConfigProtoBytes"]], "setmaxsentencelength() (medicalbertforsequenceclassification method)": [[61, "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification": [[61, "module-sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification"]], "medicalbertfortokenclassifier (class in sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier"]], "configprotobytes (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.configProtoBytes"]], "getclasses() (medicalbertfortokenclassifier method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.getClasses"]], "inputannotatortypes (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.inputAnnotatorTypes"]], "loadsavedmodel() (medicalbertfortokenclassifier static method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.loadSavedModel"]], "loadsavedmodelopensource() (medicalbertfortokenclassifier static method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.loadSavedModelOpenSource"]], "maxsentencelength (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.maxSentenceLength"]], "name (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.name"]], "outputannotatortype (medicalbertfortokenclassifier attribute)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.outputAnnotatorType"]], "pretrained() (medicalbertfortokenclassifier static method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.pretrained"]], "setconfigprotobytes() (medicalbertfortokenclassifier method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.setConfigProtoBytes"]], "setmaxsentencelength() (medicalbertfortokenclassifier method)": [[62, "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier.MedicalBertForTokenClassifier.setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier": [[62, "module-sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier"]], "medicaldistilbertforsequenceclassification (class in sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification"]], "coalescesentences (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.coalesceSentences"]], "configprotobytes (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.configProtoBytes"]], "getclasses() (medicaldistilbertforsequenceclassification method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.getClasses"]], "inputannotatortypes (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.inputAnnotatorTypes"]], "loadsavedmodel() (medicaldistilbertforsequenceclassification static method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (medicaldistilbertforsequenceclassification static method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.loadSavedModelOpenSource"]], "maxsentencelength (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.maxSentenceLength"]], "name (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.name"]], "outputannotatortype (medicaldistilbertforsequenceclassification attribute)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.outputAnnotatorType"]], "pretrained() (medicaldistilbertforsequenceclassification static method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.pretrained"]], "setcoalescesentences() (medicaldistilbertforsequenceclassification method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.setCoalesceSentences"]], "setconfigprotobytes() (medicaldistilbertforsequenceclassification method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.setConfigProtoBytes"]], "setmaxsentencelength() (medicaldistilbertforsequenceclassification method)": [[63, "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.setMaxSentenceLength"]], "sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification": [[63, "module-sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification"]], "contextualparserapproach (class in sparknlp_jsl.annotator.context.contextual_parser)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach"]], "contextualparsermodel (class in sparknlp_jsl.annotator.context.contextual_parser)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel"]], "casesensitive (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.caseSensitive"]], "casesensitive (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.caseSensitive"]], "completecontextmatch (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.completeContextMatch"]], "dictionary (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.dictionary"]], "inputannotatortypes (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.inputAnnotatorTypes"]], "inputannotatortypes (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.inputAnnotatorTypes"]], "jsonpath (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.jsonPath"]], "optionalcontextrules (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.optionalContextRules"]], "optionalcontextrules (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.optionalContextRules"]], "outputannotatortype (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.outputAnnotatorType"]], "outputannotatortype (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.outputAnnotatorType"]], "prefixandsuffixmatch (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.prefixAndSuffixMatch"]], "prefixandsuffixmatch (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.prefixAndSuffixMatch"]], "setcasesensitive() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setCaseSensitive"]], "setcasesensitive() (contextualparsermodel method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setCaseSensitive"]], "setcompletecontextmatch() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setCompleteContextMatch"]], "setdictionary() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setDictionary"]], "setjsonpath() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setJsonPath"]], "setoptionalcontextrules() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setOptionalContextRules"]], "setoptionalcontextrules() (contextualparsermodel method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setOptionalContextRules"]], "setprefixandsuffixmatch() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setPrefixAndSuffixMatch"]], "setprefixandsuffixmatch() (contextualparsermodel method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setPrefixAndSuffixMatch"]], "setshortestcontextmatch() (contextualparserapproach method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setShortestContextMatch"]], "setshortestcontextmatch() (contextualparsermodel method)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setShortestContextMatch"]], "shortestcontextmatch (contextualparserapproach attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.shortestContextMatch"]], "shortestcontextmatch (contextualparsermodel attribute)": [[64, "sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.shortestContextMatch"]], "sparknlp_jsl.annotator.context.contextual_parser": [[64, "module-sparknlp_jsl.annotator.context.contextual_parser"]], "sparknlp_jsl.annotator.context": [[65, "module-sparknlp_jsl.annotator.context"]], "deidentification (class in sparknlp_jsl.annotator.deid.deidentification)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.annotator.deid.deidentification)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel"]], "ageranges (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRanges"]], "ageranges (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRanges"]], "blacklist (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.blackList"]], "blacklist (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.blackList"]], "consistentobfuscation (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.consistentObfuscation"]], "consistentobfuscation (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.consistentObfuscation"]], "dateformats (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateFormats"]], "dateformats (deidentificationmodel attribute)": [[66, "id0"], [66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateFormats"]], "datetag (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateTag"]], "datetag (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateTag"]], "datetoyear (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateToYear"]], "datetoyear (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateToYear"]], "days (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.days"]], "days (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.days"]], "fixedmasklength (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.fixedMaskLength"]], "fixedmasklength (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.fixedMaskLength"]], "getblacklist() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getBlackList"]], "getblacklist() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getBlackList"]], "getregexentities() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getRegexEntities"]], "getsamelengthformattedentities() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getSameLengthFormattedEntities"]], "getsamelengthformattedentities() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getSameLengthFormattedEntities"]], "ignoreregex (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ignoreRegex"]], "ignoreregex (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ignoreRegex"]], "inputannotatortypes (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.inputAnnotatorTypes"]], "inputannotatortypes (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.inputAnnotatorTypes"]], "israndomdatedisplacement (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.isRandomDateDisplacement"]], "israndomdatedisplacement (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.isRandomDateDisplacement"]], "language (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.language"]], "language (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.language"]], "mappingscolumn (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mappingsColumn"]], "mappingscolumn (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mappingsColumn"]], "maskingpolicy (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.maskingPolicy"]], "maskingpolicy (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.maskingPolicy"]], "minyear (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.minYear"]], "minyear (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.minYear"]], "mode (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mode"]], "mode (deidentificationmodel attribute)": [[66, "id13"], [66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mode"]], "name (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.name"], [126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentification.name"], [159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification.name"]], "name (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.name"], [126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentificationModel.name"], [159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel.name"]], "obfuscatedate (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateDate"]], "obfuscatedate (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateDate"]], "obfuscatereffile (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefFile"]], "obfuscaterefsource (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefSource"]], "obfuscaterefsource (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateRefSource"]], "outputannotatortype (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAnnotatorType"]], "outputannotatortype (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAnnotatorType"]], "outputasdocument (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAsDocument"]], "outputasdocument (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAsDocument"]], "pretrained() (deidentificationmodel static method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.pretrained"], [126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentificationModel.pretrained"], [159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel.pretrained"]], "reffileformat (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.refFileFormat"]], "refsep (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.refSep"]], "regexentities (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexEntities"]], "regexoverride (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexOverride"]], "regexoverride (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexOverride"]], "regexpatternsdictionary (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexPatternsDictionary"]], "region (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.region"]], "region (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.region"]], "returnentitymappings (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.returnEntityMappings"]], "returnentitymappings (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.returnEntityMappings"]], "sameentitythreshold (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameEntityThreshold"]], "sameentitythreshold (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameEntityThreshold"]], "samelengthformattedentities (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameLengthFormattedEntities"]], "samelengthformattedentities (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameLengthFormattedEntities"]], "seed (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.seed"]], "seed (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.seed"]], "selectiveobfuscationmodespath (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.selectiveObfuscationModesPath"]], "setageranges() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRanges"]], "setageranges() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRanges"]], "setblacklist() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setBlackList"]], "setblacklist() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setBlackList"]], "setconsistentobfuscation() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setConsistentObfuscation"]], "setconsistentobfuscation() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setConsistentObfuscation"]], "setdateformats() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateFormats"]], "setdateformats() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateFormats"]], "setdatetag() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateTag"]], "setdatetag() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateTag"]], "setdatetoyear() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateToYear"]], "setdatetoyear() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateToYear"]], "setdays() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDays"]], "setdays() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDays"]], "setfixedmasklength() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setFixedMaskLength"]], "setfixedmasklength() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setFixedMaskLength"]], "setignoreregex() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIgnoreRegex"]], "setignoreregex() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIgnoreRegex"]], "setisrandomdatedisplacement() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIsRandomDateDisplacement"]], "setisrandomdatedisplacement() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIsRandomDateDisplacement"]], "setlanguage() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setLanguage"]], "setlanguage() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setLanguage"]], "setmappingscolumn() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMappingsColumn"]], "setmappingscolumn() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMappingsColumn"]], "setmaskingpolicy() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMaskingPolicy"]], "setmaskingpolicy() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMaskingPolicy"]], "setminyear() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMinYear"]], "setminyear() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMinYear"]], "setmode() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMode"]], "setmode() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMode"]], "setobfuscatedate() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateDate"]], "setobfuscatedate() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateDate"]], "setobfuscatereffile() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefFile"]], "setobfuscaterefsource() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefSource"]], "setobfuscaterefsource() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateRefSource"]], "setoutputasdocument() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setOutputAsDocument"]], "setoutputasdocument() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setOutputAsDocument"]], "setreffileformat() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRefFileFormat"]], "setrefsep() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRefSep"]], "setregexoverride() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexOverride"]], "setregexoverride() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegexOverride"]], "setregexpatternsdictionary() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionary"]], "setregion() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegion"]], "setregion() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegion"]], "setreturnentitymappings() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setReturnEntityMappings"]], "setreturnentitymappings() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setReturnEntityMappings"]], "setsameentitythreshold() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameEntityThreshold"]], "setsameentitythreshold() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameEntityThreshold"]], "setsamelengthformattedentities() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameLengthFormattedEntities"]], "setsamelengthformattedentities() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameLengthFormattedEntities"]], "setseed() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSeed"]], "setseed() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSeed"]], "setselectiveobfuscationmodes() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSelectiveObfuscationModes"]], "setunnormalizeddatemode() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUnnormalizedDateMode"]], "setunnormalizeddatemode() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUnnormalizedDateMode"]], "setuseshifdays() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShifDays"]], "setuseshifdays() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShifDays"]], "setzipcodetag() (deidentification method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setZipCodeTag"]], "setzipcodetag() (deidentificationmodel method)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setZipCodeTag"]], "sparknlp_jsl.annotator.deid.deidentification": [[66, "module-sparknlp_jsl.annotator.deid.deIdentification"]], "unnormalizeddatemode (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.unnormalizedDateMode"]], "unnormalizeddatemode (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.unnormalizedDateMode"]], "useshifdays (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.useShifDays"]], "useshifdays (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.useShifDays"]], "zipcodetag (deidentification attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.zipCodeTag"]], "zipcodetag (deidentificationmodel attribute)": [[66, "sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.zipCodeTag"]], "documenthashcoder (class in sparknlp_jsl.annotator.deid.doccument_hashcoder)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder"]], "dateshiftcolumn (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.dateShiftColumn"]], "inputannotatortypes (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.inputAnnotatorTypes"]], "name (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.name"]], "newdateshift (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.newDateShift"]], "outputannotatortype (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.outputAnnotatorType"]], "patientidcolumn (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.patientIdColumn"]], "rangedays (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.rangeDays"]], "seed (documenthashcoder attribute)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.seed"]], "setdateshiftcolumn() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setDateShiftColumn"]], "setnewdateshift() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setNewDateShift"]], "setparams() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setParams"]], "setpatientidcolumn() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setPatientIdColumn"]], "setrangedays() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setRangeDays"]], "setseed() (documenthashcoder method)": [[67, "sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setSeed"]], "sparknlp_jsl.annotator.deid.doccument_hashcoder": [[67, "module-sparknlp_jsl.annotator.deid.doccument_hashcoder"]], "sparknlp_jsl.annotator.deid": [[68, "module-sparknlp_jsl.annotator.deid"]], "namechunkobfuscator (class in sparknlp_jsl.annotator.deid.name_obfuscator)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator"]], "namechunkobfuscatorapproach (class in sparknlp_jsl.annotator.deid.name_obfuscator)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach"]], "inputannotatortypes (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.inputAnnotatorTypes"]], "inputannotatortypes (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.inputAnnotatorTypes"]], "language (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.language"]], "language (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.language"]], "obfuscatereffile (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.obfuscateRefFile"]], "obfuscaterefsource (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.obfuscateRefSource"]], "obfuscaterefsource (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.obfuscateRefSource"]], "outputannotatortype (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.outputAnnotatorType"]], "outputannotatortype (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.outputAnnotatorType"]], "pretrained() (namechunkobfuscator static method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.pretrained"]], "reffileformat (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.refFileFormat"]], "refsep (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.refSep"]], "samelength (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.sameLength"]], "samelength (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.sameLength"]], "seed (namechunkobfuscator attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.seed"]], "seed (namechunkobfuscatorapproach attribute)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.seed"]], "setlanguage() (namechunkobfuscator method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setLanguage"]], "setlanguage() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setLanguage"]], "setobfuscatereffile() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setObfuscateRefFile"]], "setobfuscaterefsource() (namechunkobfuscator method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setObfuscateRefSource"]], "setobfuscaterefsource() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setObfuscateRefSource"]], "setreffileformat() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setRefFileFormat"]], "setrefsep() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setRefSep"]], "setsamelength() (namechunkobfuscator method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setSameLength"]], "setsamelength() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setSameLength"]], "setseed() (namechunkobfuscator method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setSeed"]], "setseed() (namechunkobfuscatorapproach method)": [[69, "sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setSeed"]], "sparknlp_jsl.annotator.deid.name_obfuscator": [[69, "module-sparknlp_jsl.annotator.deid.name_obfuscator"]], "reidentification (class in sparknlp_jsl.annotator.deid.reidentification)": [[70, "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification"]], "inputannotatortypes (reidentification attribute)": [[70, "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification.inputAnnotatorTypes"]], "name (reidentification attribute)": [[70, "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification.name"]], "outputannotatortype (reidentification attribute)": [[70, "sparknlp_jsl.annotator.deid.reIdentification.ReIdentification.outputAnnotatorType"]], "sparknlp_jsl.annotator.deid.reidentification": [[70, "module-sparknlp_jsl.annotator.deid.reIdentification"]], "replacer (class in sparknlp_jsl.annotator.deid.replacer)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer"]], "getusereplacement() (replacer method)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.getUseReplacement"]], "inputannotatortypes (replacer attribute)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.inputAnnotatorTypes"]], "name (replacer attribute)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.name"]], "outputannotatortype (replacer attribute)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.outputAnnotatorType"]], "setusereplacement() (replacer method)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.setUseReplacement"]], "sparknlp_jsl.annotator.deid.replacer": [[71, "module-sparknlp_jsl.annotator.deid.replacer"]], "usereplacement (replacer attribute)": [[71, "sparknlp_jsl.annotator.deid.replacer.Replacer.useReplacement"]], "sparknlp_jsl.annotator.disambiguation": [[72, "module-sparknlp_jsl.annotator.disambiguation"]], "nerdisambiguator (class in sparknlp_jsl.annotator.disambiguation.ner_disambiguator)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator"]], "nerdisambiguatormodel (class in sparknlp_jsl.annotator.disambiguation.ner_disambiguator)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel"]], "embeddingtypeparam (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.embeddingTypeParam"]], "embeddingtypeparam (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.embeddingTypeParam"]], "inputannotatortypes (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.inputAnnotatorTypes"]], "inputannotatortypes (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.inputAnnotatorTypes"]], "levenshteindistancethresholdparam (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.levenshteinDistanceThresholdParam"]], "levenshteindistancethresholdparam (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.levenshteinDistanceThresholdParam"]], "name (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.name"]], "narrowwithapproximatematching (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.narrowWithApproximateMatching"]], "narrowwithapproximatematching (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.narrowWithApproximateMatching"]], "nearmatchinggapparam (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.nearMatchingGapParam"]], "nearmatchinggapparam (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.nearMatchingGapParam"]], "numfirstchars (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.numFirstChars"]], "numfirstchars (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.numFirstChars"]], "outputannotatortype (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.outputAnnotatorType"]], "outputannotatortype (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.outputAnnotatorType"]], "predictionslimit (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.predictionsLimit"]], "predictionslimit (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.predictionsLimit"]], "pretrained() (nerdisambiguatormodel static method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.pretrained"]], "s3knowledgebasename (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.s3KnowledgeBaseName"]], "setembeddingtype() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setEmbeddingType"]], "setembeddingtype() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setEmbeddingType"]], "setlevenshteindistancethresholdparam() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setLevenshteinDistanceThresholdParam"]], "setlevenshteindistancethresholdparam() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setLevenshteinDistanceThresholdParam"]], "setnarrowwithapproximatematching() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setNarrowWithApproximateMatching"]], "setnarrowwithapproximatematching() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setNarrowWithApproximateMatching"]], "setnearmatchinggapparam() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setNearMatchingGapParam"]], "setnearmatchinggapparam() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setNearMatchingGapParam"]], "setnumfirstchars() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setNumFirstChars"]], "setnumfirstchars() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setNumFirstChars"]], "setpredictionlimit() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setPredictionLimit"]], "setpredictionlimit() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setPredictionLimit"]], "sets3knowledgebasename() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setS3KnowledgeBaseName"]], "settokensearch() (nerdisambiguator method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setTokenSearch"]], "settokensearch() (nerdisambiguatormodel method)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setTokenSearch"]], "sparknlp_jsl.annotator.disambiguation.ner_disambiguator": [[73, "module-sparknlp_jsl.annotator.disambiguation.ner_disambiguator"]], "tokensearch (nerdisambiguator attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.tokenSearch"]], "tokensearch (nerdisambiguatormodel attribute)": [[73, "sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.tokenSearch"]], "doc2chunkinternal (class in sparknlp_jsl.annotator.doc2_chunk_internal)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal"]], "chunkcol (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.chunkCol"]], "failonmissing (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.failOnMissing"]], "inputannotatortypes (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.inputAnnotatorTypes"]], "isarray (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.isArray"]], "lowercase (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.lowerCase"]], "name (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.name"]], "setchunkcol() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setChunkCol"]], "setfailonmissing() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setFailOnMissing"]], "setisarray() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setIsArray"]], "setlowercase() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setLowerCase"]], "setparams() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setParams"]], "setstartcol() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setStartCol"]], "setstartcolbytokenindex() (doc2chunkinternal method)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.setStartColByTokenIndex"]], "sparknlp_jsl.annotator.doc2_chunk_internal": [[74, "module-sparknlp_jsl.annotator.doc2_chunk_internal"]], "startcol (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.startCol"]], "startcolbytokenindex (doc2chunkinternal attribute)": [[74, "sparknlp_jsl.annotator.doc2_chunk_internal.Doc2ChunkInternal.startColByTokenIndex"]], "averageembeddings (class in sparknlp_jsl.annotator.embeddings.average_embeddings)": [[75, "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings"]], "inputannotatortypes (averageembeddings attribute)": [[75, "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings.inputAnnotatorTypes"]], "name (averageembeddings attribute)": [[75, "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings.name"]], "outputannotatortype (averageembeddings attribute)": [[75, "sparknlp_jsl.annotator.embeddings.average_embeddings.AverageEmbeddings.outputAnnotatorType"]], "sparknlp_jsl.annotator.embeddings.average_embeddings": [[75, "module-sparknlp_jsl.annotator.embeddings.average_embeddings"]], "bertsentencechunkembeddings (class in sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings"]], "chunkweight (bertsentencechunkembeddings attribute)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.chunkWeight"]], "inputannotatortypes (bertsentencechunkembeddings attribute)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.inputAnnotatorTypes"]], "load() (bertsentencechunkembeddings static method)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.load"]], "name (bertsentencechunkembeddings attribute)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.name"]], "outputannotatortype (bertsentencechunkembeddings attribute)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.outputAnnotatorType"]], "pretrained() (bertsentencechunkembeddings static method)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.pretrained"]], "setchunkweight() (bertsentencechunkembeddings method)": [[76, "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings.BertSentenceChunkEmbeddings.setChunkWeight"]], "sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings": [[76, "module-sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings"]], "entitychunkembeddings (class in sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings"]], "entityweights (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.entityWeights"]], "inputannotatortypes (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.inputAnnotatorTypes"]], "maxsyntacticdistance (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.maxSyntacticDistance"]], "name (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.name"]], "outputannotatortype (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.outputAnnotatorType"]], "pretrained() (entitychunkembeddings static method)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.pretrained"]], "setentityweights() (entitychunkembeddings method)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.setEntityWeights"]], "setmaxsyntacticdistance() (entitychunkembeddings method)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.setMaxSyntacticDistance"]], "settargetentities() (entitychunkembeddings method)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.setTargetEntities"]], "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings": [[77, "module-sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings"]], "targetentities (entitychunkembeddings attribute)": [[77, "sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings.EntityChunkEmbeddings.targetEntities"]], "sparknlp_jsl.annotator.embeddings": [[78, "module-sparknlp_jsl.annotator.embeddings"]], "featuresassembler (class in sparknlp_jsl.annotator.feature_assembler)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler"]], "inputannotatortypes (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.inputAnnotatorTypes"]], "inputcols (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.inputCols"]], "name (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.name"]], "outputannotatortype (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.outputAnnotatorType"]], "outputcol (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.outputCol"]], "setinputcols() (featuresassembler method)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.setInputCols"]], "setoutputcol() (featuresassembler method)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.setOutputCol"]], "setparams() (featuresassembler method)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.setParams"]], "skiplpinputcolsvalidation (featuresassembler attribute)": [[79, "sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.feature_assembler": [[79, "module-sparknlp_jsl.annotator.feature_assembler"]], "genericclassifierapproach (class in sparknlp_jsl.annotator.generic_classifier.generic_classifier)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach"]], "genericclassifiermodel (class in sparknlp_jsl.annotator.generic_classifier.generic_classifier)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel"]], "batchsize (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.batchSize"]], "classes (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.classes"]], "dropout (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.dropout"]], "epochsn (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.epochsN"]], "featurescaling (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.featureScaling"]], "fiximbalance (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.fixImbalance"]], "inputannotatortypes (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.inputAnnotatorTypes"]], "inputannotatortypes (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.inputAnnotatorTypes"]], "labelcolumn (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.labelColumn"]], "learningrate (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.learningRate"]], "modelfile (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.modelFile"]], "multiclass (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.multiClass"]], "multiclass (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.multiClass"]], "name (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.name"]], "outputannotatortype (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.outputAnnotatorType"]], "outputannotatortype (genericclassifiermodel attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.outputAnnotatorType"]], "outputlogspath (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.outputLogsPath"]], "pretrained() (genericclassifiermodel static method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.pretrained"]], "setbatchsize() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setBatchSize"]], "setdropout() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setDropout"]], "setepochsnumber() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setEpochsNumber"]], "setfeaturescaling() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setFeatureScaling"]], "setfiximbalance() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setFixImbalance"]], "setlabelcol() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setLabelCol"]], "setlearningrate() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setLearningRate"]], "setmodelfile() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setModelFile"]], "setmulticlass() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setMultiClass"]], "setmulticlass() (genericclassifiermodel method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierModel.setMultiClass"]], "setoutputlogspath() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setOutputLogsPath"]], "setvalidationsplit() (genericclassifierapproach method)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setValidationSplit"]], "sparknlp_jsl.annotator.generic_classifier.generic_classifier": [[80, "module-sparknlp_jsl.annotator.generic_classifier.generic_classifier"]], "validationsplit (genericclassifierapproach attribute)": [[80, "sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.validationSplit"]], "sparknlp_jsl.annotator.generic_classifier": [[81, "module-sparknlp_jsl.annotator.generic_classifier"]], "assertion (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.assertion"]], "chunker (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.chunker"]], "classification (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.classification"]], "context (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.context"]], "deid (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.deid"]], "disambiguation (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.disambiguation"]], "generic_classifier (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.generic_classifier"]], "keyword (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.keyword"]], "merge (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.merge"]], "ner (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.ner"]], "qa (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.qa"]], "re (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.re"]], "resolution (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.resolution"]], "seq2seq (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.seq2seq"]], "sparknlp_jsl.annotator": [[82, "module-sparknlp_jsl.annotator"]], "windowed (in module sparknlp_jsl.annotator)": [[82, "sparknlp_jsl.annotator.windowed"]], "chunkmergeapproach (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach"]], "chunkmergemodel (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel"]], "filteringparams (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams"]], "mergecommonparams (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams"]], "mergeprioritizationparams (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams"]], "mergeresourceparams (class in sparknlp_jsl.annotator.merge.chunk_merge)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams"]], "blacklist (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.blackList"]], "chunkprecedence (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.chunkPrecedence"]], "chunkprecedencevalueprioritization (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.chunkPrecedenceValuePrioritization"]], "criteria (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.criteria"]], "defaultconfidence (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.defaultConfidence"]], "entitiesconfidence (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.entitiesConfidence"]], "entitiesconfidenceresource (mergeresourceparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.entitiesConfidenceResource"]], "falsepositivesresource (mergeresourceparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.falsePositivesResource"]], "filtervalue (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.filterValue"]], "inputannotatortypes (chunkmergeapproach attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach.inputAnnotatorTypes"]], "inputannotatortypes (chunkmergemodel attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.inputAnnotatorTypes"]], "mergeoverlapping (mergecommonparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams.mergeOverlapping"]], "name (chunkmergeapproach attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach.name"]], "name (chunkmergemodel attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.name"]], "orderingfeatures (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.orderingFeatures"]], "outputannotatortype (chunkmergeapproach attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach.outputAnnotatorType"]], "outputannotatortype (chunkmergemodel attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.outputAnnotatorType"]], "pretrained() (chunkmergemodel static method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.pretrained"]], "regex (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.regex"]], "replacedictresource (mergeresourceparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.replaceDictResource"]], "selectionstrategy (mergeprioritizationparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.selectionStrategy"]], "setblacklist() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setBlackList"]], "setchunkprecedence() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setChunkPrecedence"]], "setchunkprecedencevalueprioritization() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setChunkPrecedenceValuePrioritization"]], "setcriteria() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setCriteria"]], "setdefaultconfidence() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setDefaultConfidence"]], "setentitiesconfidenceresource() (mergeresourceparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.setEntitiesConfidenceResource"]], "setfalsepositivesresource() (mergeresourceparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.setFalsePositivesResource"]], "setfiltervalue() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setFilterValue"]], "setinputcols() (chunkmergeapproach method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeApproach.setInputCols"]], "setinputcols() (chunkmergemodel method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.setInputCols"]], "setmergeoverlapping() (mergecommonparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams.setMergeOverlapping"]], "setorderingfeatures() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setOrderingFeatures"]], "setregex() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setRegex"]], "setreplacedictresource() (mergeresourceparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.setReplaceDictResource"]], "setselectionstrategy() (mergeprioritizationparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setSelectionStrategy"]], "setwhitelist() (filteringparams method)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.setWhiteList"]], "sparknlp_jsl.annotator.merge.chunk_merge": [[83, "module-sparknlp_jsl.annotator.merge.chunk_merge"]], "whitelist (filteringparams attribute)": [[83, "sparknlp_jsl.annotator.merge.chunk_merge.FilteringParams.whiteList"]], "sparknlp_jsl.annotator.merge": [[84, "module-sparknlp_jsl.annotator.merge"]], "sparknlp_jsl.annotator.ner": [[85, "module-sparknlp_jsl.annotator.ner"]], "iobtagger (class in sparknlp_jsl.annotator.ner.iob_tagger)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger"]], "inputannotatortypes (iobtagger attribute)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.inputAnnotatorTypes"]], "name (iobtagger attribute)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.name"]], "outputannotatortype (iobtagger attribute)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.outputAnnotatorType"]], "scheme (iobtagger attribute)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.scheme"]], "setscheme() (iobtagger method)": [[86, "sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.setScheme"]], "sparknlp_jsl.annotator.ner.iob_tagger": [[86, "module-sparknlp_jsl.annotator.ner.iob_tagger"]], "medicalnerapproach (class in sparknlp_jsl.annotator.ner.medical_ner)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach"]], "medicalnermodel (class in sparknlp_jsl.annotator.ner.medical_ner)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel"]], "batchsize (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.batchSize"]], "classes (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.classes"]], "configprotobytes (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.configProtoBytes"]], "configprotobytes (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.configProtoBytes"]], "dropout (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.dropout"]], "earlystoppingcriterion (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.earlyStoppingCriterion"]], "earlystoppingpatience (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.earlyStoppingPatience"]], "enablememoryoptimizer (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.enableMemoryOptimizer"]], "gettrainingclassdistribution() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.getTrainingClassDistribution"]], "graphfile (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.graphFile"]], "graphfolder (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.graphFolder"]], "includeallconfidencescores (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.includeAllConfidenceScores"]], "includeallconfidencescores (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.includeAllConfidenceScores"]], "includeconfidence (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.includeConfidence"]], "includeconfidence (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.includeConfidence"]], "inferencebatchsize (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.inferenceBatchSize"]], "inputannotatortypes (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.inputAnnotatorTypes"]], "inputannotatortypes (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.inputAnnotatorTypes"]], "labelcasing (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.labelCasing"]], "loadsavedmodel() (medicalnermodel static method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.loadSavedModel"]], "logprefix (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.logPrefix"]], "lr (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.lr"]], "name (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.name"]], "outputannotatortype (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.outputAnnotatorType"]], "outputannotatortype (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.outputAnnotatorType"]], "overrideexistingtags (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.overrideExistingTags"]], "po (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.po"]], "pretrained() (medicalnermodel static method)": [[87, "id0"], [87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.pretrained"]], "pretrainedmodelpath (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.pretrainedModelPath"]], "randomvalidationsplitperepoch (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.randomValidationSplitPerEpoch"]], "setbatchsize() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setBatchSize"]], "setconfigprotobytes() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setConfigProtoBytes"]], "setconfigprotobytes() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setConfigProtoBytes"]], "setdropout() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setDropout"]], "setearlystoppingcriterion() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEarlyStoppingCriterion"]], "setearlystoppingpatience() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEarlyStoppingPatience"]], "setenablememoryoptimizer() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEnableMemoryOptimizer"]], "setgraphfile() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setGraphFile"]], "setgraphfolder() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setGraphFolder"]], "setincludeallconfidencescores() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setIncludeAllConfidenceScores"]], "setincludeconfidence() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setIncludeConfidence"]], "setincludeconfidence() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setIncludeConfidence"]], "setinferencebatchsize() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setInferenceBatchSize"]], "setlabelcasing() (medicalnermodel method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setLabelCasing"]], "setlogprefix() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setLogPrefix"]], "setlr() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setLr"]], "setoverrideexistingtags() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setOverrideExistingTags"]], "setpo() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setPo"]], "setpretrainedmodelpath() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setPretrainedModelPath"]], "setrandomvalidationsplitperepoch() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setRandomValidationSplitPerEpoch"]], "settagsmapping() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setTagsMapping"]], "setusebestmodel() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setUseBestModel"]], "setusecontrib() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setUseContrib"]], "setvalidationsplit() (medicalnerapproach method)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setValidationSplit"]], "sparknlp_jsl.annotator.ner.medical_ner": [[87, "module-sparknlp_jsl.annotator.ner.medical_ner"]], "tagsmapping (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.tagsMapping"]], "trainingclassdistribution (medicalnermodel attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.trainingClassDistribution"]], "usebestmodel (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.useBestModel"]], "usecontrib (medicalnerapproach attribute)": [[87, "sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.useContrib"]], "nerchunker (class in sparknlp_jsl.annotator.ner.ner_chunker)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker"]], "inputannotatortypes (nerchunker attribute)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.inputAnnotatorTypes"]], "name (nerchunker attribute)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.name"]], "outputannotatortype (nerchunker attribute)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.outputAnnotatorType"]], "regexparsers (nerchunker attribute)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.regexParsers"]], "setregexparsers() (nerchunker method)": [[88, "sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.setRegexParsers"]], "sparknlp_jsl.annotator.ner.ner_chunker": [[88, "module-sparknlp_jsl.annotator.ner.ner_chunker"]], "commonnerconverterinternalparams (class in sparknlp_jsl.annotator.ner.ner_converter_internal)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams"]], "nerconverterinternal (class in sparknlp_jsl.annotator.ner.ner_converter_internal)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal"]], "nerconverterinternalmodel (class in sparknlp_jsl.annotator.ner.ner_converter_internal)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel"]], "blacklist (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.blackList"]], "greedymode (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.greedyMode"]], "ignorestopwords (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.ignoreStopWords"]], "inputannotatortypes (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.inputAnnotatorTypes"]], "inputannotatortypes (nerconverterinternalmodel attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel.inputAnnotatorTypes"]], "name (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.name"]], "name (nerconverterinternalmodel attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel.name"]], "outputannotatortype (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.outputAnnotatorType"]], "outputannotatortype (nerconverterinternalmodel attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternalModel.outputAnnotatorType"]], "preserveposition (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.preservePosition"]], "replacedictresource (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.replaceDictResource"]], "replacelabels (nerconverterinternal attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.replaceLabels"]], "setblacklist() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setBlackList"]], "setgreedymode() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setGreedyMode"]], "setignorestopwords() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setIgnoreStopWords"]], "setpreserveposition() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setPreservePosition"]], "setreplacedictresource() (nerconverterinternal method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.setReplaceDictResource"]], "setreplacelabels() (nerconverterinternal method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.NerConverterInternal.setReplaceLabels"]], "setthreshold() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setThreshold"]], "setwhitelist() (commonnerconverterinternalparams method)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setWhiteList"]], "sparknlp_jsl.annotator.ner.ner_converter_internal": [[89, "module-sparknlp_jsl.annotator.ner.ner_converter_internal"]], "threshold (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.threshold"]], "whitelist (commonnerconverterinternalparams attribute)": [[89, "sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.whiteList"]], "zeroshotnermodel (class in sparknlp_jsl.annotator.ner.zero_shot_ner)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel"]], "getclasses() (zeroshotnermodel method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.getClasses"]], "ignoreentities (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.ignoreEntities"]], "inputannotatortypes (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.inputAnnotatorTypes"]], "load() (zeroshotnermodel static method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.load"], [153, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel.load"], [186, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel.load"]], "name (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.name"], [153, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel.name"], [186, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel.name"]], "outputannotatortype (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.outputAnnotatorType"]], "predictionthreshold (zeroshotnermodel attribute)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.predictionThreshold"]], "pretrained() (zeroshotnermodel static method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.pretrained"], [153, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel.pretrained"], [186, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel.pretrained"]], "setentitydefinitions() (zeroshotnermodel method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.setEntityDefinitions"]], "setpredictionthreshold() (zeroshotnermodel method)": [[90, "sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.setPredictionThreshold"]], "sparknlp_jsl.annotator.ner.zero_shot_ner": [[90, "module-sparknlp_jsl.annotator.ner.zero_shot_ner"]], "datenormalizer (class in sparknlp_jsl.annotator.normalizer.date_normalizer)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer"]], "anchordateday (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.anchorDateDay"]], "anchordatemonth (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.anchorDateMonth"]], "anchordateyear (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.anchorDateYear"]], "defaultreplacementday (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.defaultReplacementDay"]], "defaultreplacementmonth (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.defaultReplacementMonth"]], "defaultreplacementyear (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.defaultReplacementYear"]], "inputannotatortypes (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.inputAnnotatorTypes"]], "name (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.name"]], "outputannotatortype (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.outputAnnotatorType"]], "outputdateformat (datenormalizer attribute)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.outputDateFormat"]], "setanchordateday() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setAnchorDateDay"]], "setanchordatemonth() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setAnchorDateMonth"]], "setanchordateyear() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setAnchorDateYear"]], "setdefaultreplacementday() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setDefaultReplacementDay"]], "setdefaultreplacementmonth() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setDefaultReplacementMonth"]], "setdefaultreplacementyear() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setDefaultReplacementYear"]], "setoutputdateformat() (datenormalizer method)": [[91, "sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.setOutputDateformat"]], "sparknlp_jsl.annotator.normalizer.date_normalizer": [[91, "module-sparknlp_jsl.annotator.normalizer.date_normalizer"]], "drugnormalizer (class in sparknlp_jsl.annotator.normalizer.drug_normalizer)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer"]], "inputannotatortypes (drugnormalizer attribute)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.inputAnnotatorTypes"]], "lowercase (drugnormalizer attribute)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.lowercase"]], "outputannotatortype (drugnormalizer attribute)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.outputAnnotatorType"]], "policy (drugnormalizer attribute)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.policy"]], "setlowercase() (drugnormalizer method)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.setLowercase"]], "setpolicy() (drugnormalizer method)": [[92, "sparknlp_jsl.annotator.normalizer.drug_normalizer.DrugNormalizer.setPolicy"]], "sparknlp_jsl.annotator.normalizer.drug_normalizer": [[92, "module-sparknlp_jsl.annotator.normalizer.drug_normalizer"]], "sparknlp_jsl.annotator.normalizer": [[93, "module-sparknlp_jsl.annotator.normalizer"]], "gptgenerationparams (class in sparknlp_jsl.annotator.qa.gpt_generation_params)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams"]], "dosample (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.doSample"]], "ignoretokenids (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.ignoreTokenIds"]], "maxcontextlength (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.maxContextLength"]], "maxnewtokens (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.maxNewTokens"]], "setdosample() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setDoSample"]], "setignoretokenids() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setIgnoreTokenIds"]], "setmaxcontextlength() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setMaxContextLength"]], "setmaxnewtokens() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setMaxNewTokens"]], "setrandomseed() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setRandomSeed"]], "settopk() (gptgenerationparams method)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.setTopK"]], "sparknlp_jsl.annotator.qa.gpt_generation_params": [[94, "module-sparknlp_jsl.annotator.qa.gpt_generation_params"]], "topk (gptgenerationparams attribute)": [[94, "sparknlp_jsl.annotator.qa.gpt_generation_params.GPTGenerationParams.topK"]], "sparknlp_jsl.annotator.qa": [[95, "module-sparknlp_jsl.annotator.qa"]], "medicalquestionanswering (class in sparknlp_jsl.annotator.qa.medical_qa)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering"]], "configprotobytes (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.configProtoBytes"]], "getquestiontypes() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.getQuestionTypes"]], "inputannotatortypes (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.inputAnnotatorTypes"]], "loadsavedmodel() (medicalquestionanswering static method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.loadSavedModel"]], "name (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.name"]], "outputannotatortype (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.outputAnnotatorType"]], "pretrained() (medicalquestionanswering static method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.pretrained"]], "questiontype (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.questionType"]], "setconfigprotobytes() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setConfigProtoBytes"]], "setquestionanswerterminals() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setQuestionAnswerTerminals"]], "setquestionprompts() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setQuestionPrompts"]], "setquestionskiplasttoken() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setQuestionSkipLastToken"]], "setquestiontype() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setQuestionType"]], "setusecache() (medicalquestionanswering method)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.setUseCache"]], "sparknlp_jsl.annotator.qa.medical_qa": [[96, "module-sparknlp_jsl.annotator.qa.medical_qa"]], "usecache (medicalquestionanswering attribute)": [[96, "sparknlp_jsl.annotator.qa.medical_qa.MedicalQuestionAnswering.useCache"]], "nerquestiongenerator (class in sparknlp_jsl.annotator.qa.qa_ner_generator)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator"]], "entities1 (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.entities1"]], "entities2 (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.entities2"]], "inputannotatortypes (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.inputAnnotatorTypes"]], "name (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.name"]], "outputannotatortype (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.outputAnnotatorType"]], "questionmark (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.questionMark"]], "questionpronoun (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.questionPronoun"]], "setentities1() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setEntities1"]], "setentities2() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setEntities2"]], "setquestionmark() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setQuestionMark"]], "setquestionpronoun() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setQuestionPronoun"]], "setstrategytype() (nerquestiongenerator method)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.setStrategyType"]], "sparknlp_jsl.annotator.qa.qa_ner_generator": [[97, "module-sparknlp_jsl.annotator.qa.qa_ner_generator"]], "strategytype (nerquestiongenerator attribute)": [[97, "sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.strategyType"]], "sparknlp_jsl.annotator.re": [[98, "module-sparknlp_jsl.annotator.re"]], "genericremodel (class in sparknlp_jsl.annotator.re.relation_extraction)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.GenericREModel"]], "posologyremodel (class in sparknlp_jsl.annotator.re.relation_extraction)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.PosologyREModel"]], "relationextractionapproach (class in sparknlp_jsl.annotator.re.relation_extraction)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach"]], "relationextractionmodel (class in sparknlp_jsl.annotator.re.relation_extraction)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel"]], "classes (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.classes"]], "customlabels (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.customLabels"]], "customlabels (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.customLabels"]], "fromentitybegincol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.fromEntityBeginCol"]], "fromentityendcol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.fromEntityEndCol"]], "fromentitylabelcol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.fromEntityLabelCol"]], "getclasses() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.getClasses"]], "getrelationtypeperpair() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.getRelationTypePerPair"]], "inputannotatortypes (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.inputAnnotatorTypes"]], "inputannotatortypes (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.inputAnnotatorTypes"]], "maxsyntacticdistance (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.maxSyntacticDistance"]], "maxsyntacticdistance (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.maxSyntacticDistance"]], "name (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.name"]], "name (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.name"]], "outputannotatortype (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.outputAnnotatorType"]], "outputannotatortype (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.outputAnnotatorType"]], "overrideexistinglabels (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.overrideExistingLabels"]], "predictionthreshold (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.predictionThreshold"]], "pretrained() (relationextractionmodel static method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.pretrained"]], "pretrainedmodelpath (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.pretrainedModelPath"]], "relationdirectioncol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.relationDirectionCol"]], "relationpairs (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.relationPairs"]], "relationpairscasesensitive (relationextractionmodel attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.relationPairsCaseSensitive"]], "setcustomlabels() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setCustomLabels"]], "setcustomlabels() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setCustomLabels"]], "setfromentity() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setFromEntity"]], "setmaxsyntacticdistance() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setMaxSyntacticDistance"]], "setmaxsyntacticdistance() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setMaxSyntacticDistance"]], "setpredictionthreshold() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setPredictionThreshold"]], "setpretrainedmodelpath() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setPretrainedModelPath"]], "setrelationdirectioncol() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setRelationDirectionCol"]], "setrelationpairs() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setRelationPairs"]], "setrelationpairscasesensitive() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setRelationPairsCaseSensitive"]], "setrelationtypeperpair() (relationextractionmodel method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionModel.setRelationTypePerPair"]], "settoentity() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setToEntity"]], "set\u043everrideexistinglabels() (relationextractionapproach method)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setverrideExistingLabels"]], "sparknlp_jsl.annotator.re.relation_extraction": [[99, "module-sparknlp_jsl.annotator.re.relation_extraction"]], "toentitybegincol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.toEntityBeginCol"]], "toentityendcol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.toEntityEndCol"]], "toentitylabelcol (relationextractionapproach attribute)": [[99, "sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.toEntityLabelCol"]], "relationextractiondlmodel (class in sparknlp_jsl.annotator.re.relation_extraction_dl)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel"]], "batchsize (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.batchSize"]], "classes (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.classes"]], "customlabels (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.customLabels"]], "getclasses() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.getClasses"]], "inputannotatortypes (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.inputAnnotatorTypes"]], "loadsavedmodel() (relationextractiondlmodel static method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.loadSavedModel"], [136, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.loadSavedModel"], [169, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.loadSavedModel"]], "name (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.name"], [136, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.name"], [169, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.name"]], "outputannotatortype (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.outputAnnotatorType"]], "predictionthreshold (relationextractiondlmodel attribute)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.predictionThreshold"]], "pretrained() (relationextractiondlmodel static method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.pretrained"], [136, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.pretrained"], [169, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel.pretrained"]], "setbatchsize() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setBatchSize"]], "setcasesensitive() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setCaseSensitive"]], "setcustomlabels() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setCustomLabels"]], "setpredictionthreshold() (relationextractiondlmodel method)": [[100, "sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setPredictionThreshold"]], "sparknlp_jsl.annotator.re.relation_extraction_dl": [[100, "module-sparknlp_jsl.annotator.re.relation_extraction_dl"]], "renerchunksfilter (class in sparknlp_jsl.annotator.re.relation_ner_chunk_filter)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter"]], "doclevelrelations (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.docLevelRelations"]], "inputannotatortypes (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.inputAnnotatorTypes"]], "maxsyntacticdistance (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.maxSyntacticDistance"]], "name (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.name"]], "outputannotatortype (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.outputAnnotatorType"]], "relationpairs (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.relationPairs"]], "relationpairscasesensitive (renerchunksfilter attribute)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.relationPairsCaseSensitive"]], "setdoclevelrelations() (renerchunksfilter method)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setDocLevelRelations"]], "setmaxsyntacticdistance() (renerchunksfilter method)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setMaxSyntacticDistance"]], "setrelationpairs() (renerchunksfilter method)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setRelationPairs"]], "setrelationpairscasesensitive() (renerchunksfilter method)": [[101, "sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setRelationPairsCaseSensitive"]], "sparknlp_jsl.annotator.re.relation_ner_chunk_filter": [[101, "module-sparknlp_jsl.annotator.re.relation_ner_chunk_filter"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.annotator.re.zero_shot_relation_extraction)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "getclasses() (zeroshotrelationextractionmodel method)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.getClasses"]], "inputannotatortypes (zeroshotrelationextractionmodel attribute)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.inputAnnotatorTypes"]], "loadsavedmodel() (zeroshotrelationextractionmodel static method)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.loadSavedModel"], [137, "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.loadSavedModel"], [170, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.loadSavedModel"]], "multilabel (zeroshotrelationextractionmodel attribute)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.multiLabel"]], "outputannotatortype (zeroshotrelationextractionmodel attribute)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.outputAnnotatorType"]], "predictionthreshold (zeroshotrelationextractionmodel attribute)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.predictionThreshold"]], "pretrained() (zeroshotrelationextractionmodel static method)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.pretrained"], [137, "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.pretrained"], [170, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.pretrained"]], "setrelationalcategories() (zeroshotrelationextractionmodel method)": [[102, "sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.setRelationalCategories"]], "sparknlp_jsl.annotator.re.zero_shot_relation_extraction": [[102, "module-sparknlp_jsl.annotator.re.zero_shot_relation_extraction"]], "sparknlp_jsl.annotator.resolution": [[103, "module-sparknlp_jsl.annotator.resolution"]], "resolvermerger (class in sparknlp_jsl.annotator.resolution.resolver_merger)": [[104, "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger"]], "inputannotatortypes (resolvermerger attribute)": [[104, "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger.inputAnnotatorTypes"]], "name (resolvermerger attribute)": [[104, "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger.name"]], "outputannotatortype (resolvermerger attribute)": [[104, "sparknlp_jsl.annotator.resolution.resolver_merger.ResolverMerger.outputAnnotatorType"]], "sparknlp_jsl.annotator.resolution.resolver_merger": [[104, "module-sparknlp_jsl.annotator.resolution.resolver_merger"]], "sentenceentityresolverapproach (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sentenceresolverparams (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams"]], "aux_label_col (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.aux_label_col"]], "aux_label_col (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.aux_label_col"]], "confidencefunction (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.confidenceFunction"]], "distancefunction (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.distanceFunction"]], "dropcodeslist (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.dropCodesList"]], "inputannotatortypes (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.inputAnnotatorTypes"]], "inputannotatortypes (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.inputAnnotatorTypes"]], "inputannotatortypes (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.inputAnnotatorTypes"]], "labelcol (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.labelCol"]], "missasempty (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.missAsEmpty"]], "name (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.name"], [166, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel.name"]], "neighbours (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.neighbours"]], "normalizedcol (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.normalizedCol"]], "outputannotatortype (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.outputAnnotatorType"]], "outputannotatortype (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.outputAnnotatorType"]], "overrideexistingcodes (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.overrideExistingCodes"]], "pretrained() (sentenceentityresolvermodel static method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.pretrained"], [133, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel.pretrained"], [166, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel.pretrained"]], "pretrainedmodelpath (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.pretrainedModelPath"]], "returncosinedistances (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.returnCosineDistances"]], "returncosinedistances (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.returnCosineDistances"]], "searchtree (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.searchTree"]], "setauxlabelcol() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setAuxLabelCol"]], "setauxlabelcol() (sentenceentityresolvermodel method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.setAuxLabelCol"]], "setconfidencefunction() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setConfidenceFunction"]], "setdistancefunction() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setDistanceFunction"]], "setdropcodeslist() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setDropCodesList"]], "setextractcosinedistances() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setExtractCosineDistances"]], "setlabelcol() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setLabelCol"]], "setmissasempty() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setMissAsEmpty"]], "setneighbours() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setNeighbours"]], "setnormalizedcol() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setNormalizedCol"]], "setoverrideexistingcodes() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setOverrideExistingCodes"]], "setpretrainedmodelpath() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setPretrainedModelPath"]], "setsearchtree() (sentenceentityresolvermodel method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.setSearchTree"]], "setthreshold() (sentenceresolverparams method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setThreshold"]], "setuseauxlabel() (sentenceentityresolverapproach method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setUseAuxLabel"]], "setuseauxlabel() (sentenceentityresolvermodel method)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.setUseAuxLabel"]], "sparknlp_jsl.annotator.resolution.sentence_entity_resolver": [[105, "module-sparknlp_jsl.annotator.resolution.sentence_entity_resolver"]], "threshold (sentenceresolverparams attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.threshold"]], "useauxlabel (sentenceentityresolverapproach attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.useAuxLabel"]], "useauxlabel (sentenceentityresolvermodel attribute)": [[105, "sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.useAuxLabel"]], "resolution2chunk (class in sparknlp_jsl.annotator.resolution2_chunk)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk"]], "inputannotatortypes (resolution2chunk attribute)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk.inputAnnotatorTypes"]], "name (resolution2chunk attribute)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk.name"]], "outputannotatortype (resolution2chunk attribute)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk.outputAnnotatorType"]], "setparams() (resolution2chunk method)": [[106, "sparknlp_jsl.annotator.resolution2_chunk.Resolution2Chunk.setParams"]], "sparknlp_jsl.annotator.resolution2_chunk": [[106, "module-sparknlp_jsl.annotator.resolution2_chunk"]], "router (class in sparknlp_jsl.annotator.router)": [[107, "sparknlp_jsl.annotator.router.Router"]], "filterfieldselements (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.filterFieldsElements"]], "inputannotatortypes (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.inputAnnotatorTypes"]], "inputtype (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.inputType"]], "metadatafield (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.metadataField"]], "name (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.name"]], "outputannotatortype (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.outputAnnotatorType"]], "setfilterfieldselements() (router method)": [[107, "sparknlp_jsl.annotator.router.Router.setFilterFieldsElements"]], "setinputcols() (router method)": [[107, "sparknlp_jsl.annotator.router.Router.setInputCols"]], "setinputtype() (router method)": [[107, "sparknlp_jsl.annotator.router.Router.setInputType"]], "setmetadatafield() (router method)": [[107, "sparknlp_jsl.annotator.router.Router.setMetadataField"]], "skiplpinputcolsvalidation (router attribute)": [[107, "sparknlp_jsl.annotator.router.Router.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.router": [[107, "module-sparknlp_jsl.annotator.router"]], "sparknlp_jsl.annotator.seq2seq": [[108, "module-sparknlp_jsl.annotator.seq2seq"]], "medicalencoderdecoder (class in sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder"]], "configprotobytes (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.configProtoBytes"]], "dosample (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.doSample"]], "ignoretokenids (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.ignoreTokenIds"]], "inputannotatortypes (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.inputAnnotatorTypes"]], "maxnewtokens (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.maxNewTokens"]], "maxtextlength (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.maxTextLength"]], "name (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.name"]], "outputannotatortype (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.outputAnnotatorType"]], "randomseed (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.randomSeed"]], "setconfigprotobytes() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setConfigProtoBytes"]], "setdosample() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setDoSample"]], "setignoretokenids() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setIgnoreTokenIds"]], "setmaxnewtokens() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setMaxNewTokens"]], "setmaxtextlength() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setMaxTextLength"]], "setrandomseed() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setRandomSeed"]], "setstopateos() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setStopAtEos"]], "settopk() (medicalencoderdecoder method)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.setTopK"]], "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder": [[109, "module-sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder"]], "stopateos (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.stopAtEos"]], "task (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.task"]], "topk (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.topK"]], "usecache (medicalencoderdecoder attribute)": [[109, "sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.useCache"]], "medicalsummarizer (class in sparknlp_jsl.annotator.seq2seq.medical_summarizer)": [[110, "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer"]], "loadsavedmodel() (medicalsummarizer static method)": [[110, "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer.loadSavedModel"]], "name (medicalsummarizer attribute)": [[110, "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer.name"]], "pretrained() (medicalsummarizer static method)": [[110, "sparknlp_jsl.annotator.seq2seq.medical_summarizer.MedicalSummarizer.pretrained"]], "sparknlp_jsl.annotator.seq2seq.medical_summarizer": [[110, "module-sparknlp_jsl.annotator.seq2seq.medical_summarizer"]], "medicaltextgenerator (class in sparknlp_jsl.annotator.seq2seq.medical_text_generator)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator"]], "configprotobytes (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.configProtoBytes"]], "inputannotatortypes (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.inputAnnotatorTypes"]], "loadsavedmodel() (medicaltextgenerator static method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.loadSavedModel"]], "maxtextlength (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.maxTextLength"]], "modeltype (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.modelType"]], "name (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.name"]], "outputannotatortype (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.outputAnnotatorType"]], "pretrained() (medicaltextgenerator static method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.pretrained"]], "setconfigprotobytes() (medicaltextgenerator method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setConfigProtoBytes"]], "setmaxtextlength() (medicaltextgenerator method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setMaxTextLength"]], "setstopateos() (medicaltextgenerator method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setStopAtEos"]], "setusecache() (medicaltextgenerator method)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setUseCache"]], "sparknlp_jsl.annotator.seq2seq.medical_text_generator": [[111, "module-sparknlp_jsl.annotator.seq2seq.medical_text_generator"]], "stopateos (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.stopAtEos"]], "usecache (medicaltextgenerator attribute)": [[111, "sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.useCache"]], "sourcetrackingmetadataparams (class in sparknlp_jsl.annotator.source_tracking_metadata_params)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams"]], "allpossiblefieldstostandardize (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.allPossibleFieldsToStandardize"]], "includeoutputcolumn (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.includeOutputColumn"]], "includestandardfield (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.includeStandardField"]], "outputcolumnkey (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.outputColumnKey"]], "setallpossiblefieldstostandardize() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setAllPossibleFieldsToStandardize"]], "setincludeoutputcolumn() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setIncludeOutputColumn"]], "setincludestandardfield() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setIncludeStandardField"]], "setoutputcolumnkey() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setOutputColumnKey"]], "setstandardfieldkey() (sourcetrackingmetadataparams method)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setStandardFieldKey"]], "sparknlp_jsl.annotator.source_tracking_metadata_params": [[112, "module-sparknlp_jsl.annotator.source_tracking_metadata_params"]], "standardfieldkey (sourcetrackingmetadataparams attribute)": [[112, "sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.standardFieldKey"]], "tfgraphbuilder (class in sparknlp_jsl.annotator.tf_graph_builder)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder"]], "tfgraphbuildermodel (class in sparknlp_jsl.annotator.tf_graph_builder)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilderModel"]], "batchnorm (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.batchNorm"]], "getbatchnorm() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getBatchNorm"]], "getgraphfile() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getGraphFile"]], "getgraphfolder() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getGraphFolder"]], "gethiddenact() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenAct"]], "gethiddenactl2() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenActL2"]], "gethiddenlayers() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenLayers"]], "gethiddenunitsnumber() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenUnitsNumber"]], "gethiddenweightsl2() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getHiddenWeightsL2"]], "getinputcols() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getInputCols"]], "getislicensed() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getIsLicensed"]], "getlabelcolumn() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getLabelColumn"]], "getmaxsequencelength() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getMaxSequenceLength"]], "getmodelname() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getModelName"]], "getoutputact() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getOutputAct"]], "getuserelationdirection() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getUseRelationDirection"]], "graphfile (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.graphFile"]], "graphfolder (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.graphFolder"]], "hiddenact (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenAct"]], "hiddenactl2 (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenActL2"]], "hiddenlayers (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenLayers"]], "hiddenunitsnumber (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenUnitsNumber"]], "hiddenweightsl2 (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.hiddenWeightsL2"]], "inputcols (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.inputCols"]], "islicensed (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.isLicensed"]], "labelcolumn (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.labelColumn"]], "maxsequencelength (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.maxSequenceLength"]], "modelname (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.modelName"]], "outputact (tfgraphbuilder attribute)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.outputAct"]], "setbatchnorm() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setBatchNorm"]], "setgraphfile() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setGraphFile"]], "setgraphfolder() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setGraphFolder"]], "sethiddenact() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenAct"]], "sethiddenactl2() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenActL2"]], "sethiddenlayers() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenLayers"]], "sethiddenunitsnumber() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenUnitsNumber"]], "sethiddenweightsl2() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setHiddenWeightsL2"]], "setinputcols() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setInputCols"]], "setislicensed() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setIsLicensed"]], "setlabelcolumn() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setLabelColumn"]], "setmaxsequencelength() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setMaxSequenceLength"]], "setmodelname() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setModelName"]], "setuserelationdirection() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setUseRelationDirection"]], "settoutputact() (tfgraphbuilder method)": [[113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.settOutputAct"]], "sparknlp_jsl.annotator.tf_graph_builder": [[113, "module-sparknlp_jsl.annotator.tf_graph_builder"]], "userelationdirection (tfgraphbuilder attribute)": [[113, "id0"], [113, "sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.useRelationDirection"]], "sparknlp_jsl.annotator.windowed": [[114, "module-sparknlp_jsl.annotator.windowed"]], "windowedparams (class in sparknlp_jsl.annotator.windowed.windowed_sentence)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams"]], "windowedsentencemodel (class in sparknlp_jsl.annotator.windowed.windowed_sentence)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedSentenceModel"]], "gluestring (windowedparams attribute)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.glueString"]], "inputannotatortypes (windowedsentencemodel attribute)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedSentenceModel.inputAnnotatorTypes"]], "outputannotatortype (windowedsentencemodel attribute)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedSentenceModel.outputAnnotatorType"]], "setgluestring() (windowedparams method)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.setGlueString"]], "setwindowsize() (windowedparams method)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.setWindowSize"]], "sparknlp_jsl.annotator.windowed.windowed_sentence": [[115, "module-sparknlp_jsl.annotator.windowed.windowed_sentence"]], "windowsize (windowedparams attribute)": [[115, "sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.windowSize"]], "sparknlp_jsl.base": [[116, "module-sparknlp_jsl.base"]], "annotatorapproachinternal (class in sparknlp_jsl.common.annotator_approach_internal)": [[117, "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal"]], "inputannotatortypes (annotatorapproachinternal attribute)": [[117, "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal.inputAnnotatorTypes"]], "outputannotatortype (annotatorapproachinternal attribute)": [[117, "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal.outputAnnotatorType"]], "skiplpinputcolsvalidation (annotatorapproachinternal attribute)": [[117, "sparknlp_jsl.common.annotator_approach_internal.AnnotatorApproachInternal.skipLPInputColsValidation"]], "sparknlp_jsl.common.annotator_approach_internal": [[117, "module-sparknlp_jsl.common.annotator_approach_internal"]], "annotatormodelinternal (class in sparknlp_jsl.common.annotator_model_internal)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal"]], "inputannotatortypes (annotatormodelinternal attribute)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal.inputAnnotatorTypes"]], "outputannotatortype (annotatormodelinternal attribute)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal.outputAnnotatorType"]], "setparams() (annotatormodelinternal method)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal.setParams"]], "skiplpinputcolsvalidation (annotatormodelinternal attribute)": [[118, "sparknlp_jsl.common.annotator_model_internal.AnnotatorModelInternal.skipLPInputColsValidation"]], "sparknlp_jsl.common.annotator_model_internal": [[118, "module-sparknlp_jsl.common.annotator_model_internal"]], "annotatorpropertiesinternal (class in sparknlp_jsl.common.annotator_properties_internal)": [[119, "sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal"]], "inputcolsvalidation() (annotatorpropertiesinternal method)": [[119, "sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal.inputColsValidation"]], "setforceinputtypevalidation() (annotatorpropertiesinternal method)": [[119, "sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal.setForceInputTypeValidation"]], "sparknlp_jsl.common.annotator_properties_internal": [[119, "module-sparknlp_jsl.common.annotator_properties_internal"]], "sparknlp_jsl.common": [[120, "module-sparknlp_jsl.common"]], "compatibility (class in sparknlp_jsl.compatibility)": [[121, "sparknlp_jsl.compatibility.Compatibility"]], "findversion() (compatibility method)": [[121, "sparknlp_jsl.compatibility.Compatibility.findVersion"]], "showversion() (compatibility method)": [[121, "sparknlp_jsl.compatibility.Compatibility.showVersion"]], "sparknlp_jsl.compatibility": [[121, "module-sparknlp_jsl.compatibility"]], "customtransformer (class in sparknlp_jsl.custom_transformer)": [[122, "sparknlp_jsl.custom_transformer.CustomTransformer"]], "f (customtransformer attribute)": [[122, "sparknlp_jsl.custom_transformer.CustomTransformer.f"]], "setinputcol() (customtransformer method)": [[122, "sparknlp_jsl.custom_transformer.CustomTransformer.setInputCol"]], "setoutputcol() (customtransformer method)": [[122, "sparknlp_jsl.custom_transformer.CustomTransformer.setOutputCol"]], "sparknlp_jsl.custom_transformer": [[122, "module-sparknlp_jsl.custom_transformer"]], "nercrfevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.NerCrfEvaluation"]], "nerdlevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.NerDLEvaluation"]], "nerdlmetrics (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.NerDLMetrics"]], "norvigspellevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.NorvigSpellEvaluation"]], "posevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.POSEvaluation"]], "symspellevaluation (class in sparknlp_jsl.eval)": [[123, "sparknlp_jsl.eval.SymSpellEvaluation"]], "computeaccuracyannotator() (nercrfevaluation method)": [[123, "sparknlp_jsl.eval.NerCrfEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (nerdlevaluation method)": [[123, "sparknlp_jsl.eval.NerDLEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (norvigspellevaluation method)": [[123, "sparknlp_jsl.eval.NorvigSpellEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (posevaluation method)": [[123, "sparknlp_jsl.eval.POSEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (symspellevaluation method)": [[123, "sparknlp_jsl.eval.SymSpellEvaluation.computeAccuracyAnnotator"]], "computeaccuracymodel() (nercrfevaluation method)": [[123, "sparknlp_jsl.eval.NerCrfEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (nerdlevaluation method)": [[123, "sparknlp_jsl.eval.NerDLEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (norvigspellevaluation method)": [[123, "sparknlp_jsl.eval.NorvigSpellEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (posevaluation method)": [[123, "sparknlp_jsl.eval.POSEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (symspellevaluation method)": [[123, "sparknlp_jsl.eval.SymSpellEvaluation.computeAccuracyModel"]], "computemetricsfromdf() (nerdlmetrics method)": [[123, "sparknlp_jsl.eval.NerDLMetrics.computeMetricsFromDF"]], "sparknlp_jsl.eval": [[123, "module-sparknlp_jsl.eval"]], "assertiondlapproach (class in sparknlp_jsl.finance.chunk_classification.assertion.assertiondl)": [[124, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.finance.chunk_classification.assertion.assertiondl)": [[124, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel"]], "sparknlp_jsl.finance.chunk_classification.assertion.assertiondl": [[124, "module-sparknlp_jsl.finance.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.finance.chunk_classification.assertion": [[125, "module-sparknlp_jsl.finance.chunk_classification.assertion"]], "deidentification (class in sparknlp_jsl.finance.chunk_classification.deid.deidentification)": [[126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.finance.chunk_classification.deid.deidentification)": [[126, "sparknlp_jsl.finance.chunk_classification.deid.deIdentification.DeIdentificationModel"]], "sparknlp_jsl.finance.chunk_classification.deid.deidentification": [[126, "module-sparknlp_jsl.finance.chunk_classification.deid.deIdentification"]], "financedocumenthashcoder (class in sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder)": [[127, "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder.FinanceDocumentHashCoder"]], "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder": [[127, "module-sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.finance.chunk_classification.deid": [[128, "module-sparknlp_jsl.finance.chunk_classification.deid"]], "sparknlp_jsl.finance.chunk_classification": [[129, "module-sparknlp_jsl.finance.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper)": [[130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper)": [[130, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper": [[130, "module-sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper)": [[131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper)": [[131, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper": [[131, "module-sparknlp_jsl.finance.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.finance.chunk_classification.resolution": [[132, "module-sparknlp_jsl.finance.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver)": [[133, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver)": [[133, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver": [[133, "module-sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.finance.graph": [[134, "module-sparknlp_jsl.finance.graph"]], "sparknlp_jsl.finance.graph.relation_extraction": [[135, "module-sparknlp_jsl.finance.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl)": [[136, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl": [[136, "module-sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction)": [[137, "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction": [[137, "module-sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.finance": [[138, "module-sparknlp_jsl.finance"]], "financebertforsequenceclassification (class in sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification"]], "loadsavedmodel() (financebertforsequenceclassification static method)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (financebertforsequenceclassification static method)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModelOpenSource"]], "name (financebertforsequenceclassification attribute)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.name"]], "pretrained() (financebertforsequenceclassification static method)": [[139, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification": [[139, "module-sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification"]], "financeclassifierdlapproach (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl)": [[140, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLApproach"]], "financeclassifierdlmodel (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl)": [[140, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel"]], "name (financeclassifierdlmodel attribute)": [[140, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel.name"]], "pretrained() (financeclassifierdlmodel static method)": [[140, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl": [[140, "module-sparknlp_jsl.finance.sequence_classification.finance_classifier_dl"]], "financedocumentmlclassifierapproach (class in sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier)": [[141, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierApproach"]], "financedocumentmlclassifiermodel (class in sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier)": [[141, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel"]], "name (financedocumentmlclassifiermodel attribute)": [[141, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel.name"]], "pretrained() (financedocumentmlclassifiermodel static method)": [[141, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier": [[141, "module-sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier"]], "sparknlp_jsl.finance.sequence_classification": [[142, "module-sparknlp_jsl.finance.sequence_classification"]], "financeencoderdecoder (class in sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder)": [[143, "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder.FinanceEncoderDecoder"]], "name (financeencoderdecoder attribute)": [[143, "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder.FinanceEncoderDecoder.name"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder": [[143, "module-sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder"]], "financequestionanswering (class in sparknlp_jsl.finance.sequence_generation.finance_qa)": [[144, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering"]], "loadsavedmodel() (financequestionanswering static method)": [[144, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.loadSavedModel"]], "name (financequestionanswering attribute)": [[144, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.name"]], "pretrained() (financequestionanswering static method)": [[144, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_qa": [[144, "module-sparknlp_jsl.finance.sequence_generation.finance_qa"]], "financesummarizer (class in sparknlp_jsl.finance.sequence_generation.finance_summarizer)": [[145, "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer"]], "loadsavedmodel() (financesummarizer static method)": [[145, "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer.loadSavedModel"]], "name (financesummarizer attribute)": [[145, "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer.name"]], "pretrained() (financesummarizer static method)": [[145, "sparknlp_jsl.finance.sequence_generation.finance_summarizer.FinanceSummarizer.pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_summarizer": [[145, "module-sparknlp_jsl.finance.sequence_generation.finance_summarizer"]], "financetextgenerator (class in sparknlp_jsl.finance.sequence_generation.finance_text_generator)": [[146, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator"]], "loadsavedmodel() (financetextgenerator static method)": [[146, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.loadSavedModel"]], "name (financetextgenerator attribute)": [[146, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.name"]], "pretrained() (financetextgenerator static method)": [[146, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator": [[146, "module-sparknlp_jsl.finance.sequence_generation.finance_text_generator"]], "sparknlp_jsl.finance.sequence_generation": [[147, "module-sparknlp_jsl.finance.sequence_generation"]], "financenerquestiongenerator (class in sparknlp_jsl.finance.sequence_generation.qa_ner_generator)": [[148, "sparknlp_jsl.finance.sequence_generation.qa_ner_generator.FinanceNerQuestionGenerator"]], "sparknlp_jsl.finance.sequence_generation.qa_ner_generator": [[148, "module-sparknlp_jsl.finance.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.finance.token_classification": [[149, "module-sparknlp_jsl.finance.token_classification"]], "financebertfortokenclassification (class in sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification"]], "loadsavedmodel() (financebertfortokenclassification static method)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.loadSavedModel"]], "loadsavedmodelopensource() (financebertfortokenclassification static method)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.loadSavedModelOpenSource"]], "name (financebertfortokenclassification attribute)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.name"]], "pretrained() (financebertfortokenclassification static method)": [[150, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.pretrained"]], "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier": [[150, "module-sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier"]], "financenerapproach (class in sparknlp_jsl.finance.token_classification.ner.finance_ner)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerApproach"]], "financenermodel (class in sparknlp_jsl.finance.token_classification.ner.finance_ner)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel"]], "loadsavedmodel() (financenermodel static method)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.loadSavedModel"]], "name (financenermodel attribute)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.name"]], "pretrained() (financenermodel static method)": [[151, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.pretrained"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner": [[151, "module-sparknlp_jsl.finance.token_classification.ner.finance_ner"]], "sparknlp_jsl.finance.token_classification.ner": [[152, "module-sparknlp_jsl.finance.token_classification.ner"]], "zeroshotnermodel (class in sparknlp_jsl.finance.token_classification.ner.zero_shot_ner)": [[153, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner": [[153, "module-sparknlp_jsl.finance.token_classification.ner.zero_shot_ner"]], "profile() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profile"]], "profilev22() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22"]], "profilev22y17() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y17"]], "profilev22y18() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y18"]], "profilev22y19() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y19"]], "profilev22y20() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y20"]], "profilev22y21() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y21"]], "profilev22y22() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV22Y22"]], "profilev23() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV23"]], "profilev23y18() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV23Y18"]], "profilev23y19() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV23Y19"]], "profilev24y17() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y17"]], "profilev24y18() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y18"]], "profilev24y19() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y19"]], "profilev24y20() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y20"]], "profilev24y21() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y21"]], "profilev24y22() (in module sparknlp_jsl.functions)": [[154, "sparknlp_jsl.functions.profileV24Y22"]], "sparknlp_jsl.functions": [[154, "module-sparknlp_jsl.functions"]], "annotators (in module sparknlp_jsl)": [[155, "sparknlp_jsl.annotators"]], "get_credentials() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.get_credentials"]], "library_settings() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.library_settings"]], "pub_version() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.pub_version"]], "size_regex (in module sparknlp_jsl)": [[155, "sparknlp_jsl.size_regex"]], "sparknlp_jsl": [[155, "module-sparknlp_jsl"]], "start() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.start"]], "transformer_seq_classification (in module sparknlp_jsl)": [[155, "sparknlp_jsl.transformer_seq_classification"]], "version() (in module sparknlp_jsl)": [[155, "sparknlp_jsl.version"]], "version_regex (in module sparknlp_jsl)": [[155, "sparknlp_jsl.version_regex"]], "customlabels() (in module sparknlp_jsl.internal)": [[156, "sparknlp_jsl.internal.CustomLabels"]], "entityweights() (in module sparknlp_jsl.internal)": [[156, "sparknlp_jsl.internal.EntityWeights"]], "relationalcategories() (in module sparknlp_jsl.internal)": [[156, "sparknlp_jsl.internal.RelationalCategories"]], "targetentities() (in module sparknlp_jsl.internal)": [[156, "sparknlp_jsl.internal.TargetEntities"]], "sparknlp_jsl.internal": [[156, "module-sparknlp_jsl.internal"]], "assertiondlapproach (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[157, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[157, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertiondl": [[157, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[158, "module-sparknlp_jsl.legal.chunk_classification.assertion"]], "deidentification (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[159, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel"]], "sparknlp_jsl.legal.chunk_classification.deid.deidentification": [[159, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"]], "legaldocumenthashcoder (class in sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder)": [[160, "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[160, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid": [[161, "module-sparknlp_jsl.legal.chunk_classification.deid"]], "sparknlp_jsl.legal.chunk_classification": [[162, "module-sparknlp_jsl.legal.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[163, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[163, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[164, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[164, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[165, "module-sparknlp_jsl.legal.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[166, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[166, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[166, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.legal.graph": [[167, "module-sparknlp_jsl.legal.graph"]], "sparknlp_jsl.legal.graph.relation_extraction": [[168, "module-sparknlp_jsl.legal.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl)": [[169, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[169, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction)": [[170, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[170, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.legal": [[171, "module-sparknlp_jsl.legal"]], "sparknlp_jsl.legal.sequence_classification": [[172, "module-sparknlp_jsl.legal.sequence_classification"]], "legalbertforsequenceclassification (class in sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification"]], "loadsavedmodel() (legalbertforsequenceclassification static method)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertforsequenceclassification static method)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModelOpenSource"]], "name (legalbertforsequenceclassification attribute)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.name"]], "pretrained() (legalbertforsequenceclassification static method)": [[173, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[173, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"]], "legalclassifierdlapproach (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[174, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLApproach"]], "legalclassifierdlmodel (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[174, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel"]], "name (legalclassifierdlmodel attribute)": [[174, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.name"]], "pretrained() (legalclassifierdlmodel static method)": [[174, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[174, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"]], "legaldocumentmlclassifierapproach (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[175, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierApproach"]], "legaldocumentmlclassifiermodel (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[175, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel"]], "name (legaldocumentmlclassifiermodel attribute)": [[175, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.name"]], "pretrained() (legaldocumentmlclassifiermodel static method)": [[175, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[175, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"]], "sparknlp_jsl.legal.sequence_generation": [[176, "module-sparknlp_jsl.legal.sequence_generation"]], "legalencoderdecoder (class in sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder)": [[177, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder"]], "name (legalencoderdecoder attribute)": [[177, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder.name"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[177, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"]], "legalquestionanswering (class in sparknlp_jsl.legal.sequence_generation.legal_qa)": [[178, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering"]], "loadsavedmodel() (legalquestionanswering static method)": [[178, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.loadSavedModel"]], "name (legalquestionanswering attribute)": [[178, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.name"]], "pretrained() (legalquestionanswering static method)": [[178, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[178, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"]], "legalsummarizer (class in sparknlp_jsl.legal.sequence_generation.legal_summarizer)": [[179, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer"]], "loadsavedmodel() (legalsummarizer static method)": [[179, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.loadSavedModel"]], "name (legalsummarizer attribute)": [[179, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.name"]], "pretrained() (legalsummarizer static method)": [[179, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[179, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"]], "legaltextgenerator (class in sparknlp_jsl.legal.sequence_generation.legal_text_generator)": [[180, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator"]], "loadsavedmodel() (legaltextgenerator static method)": [[180, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.loadSavedModel"]], "name (legaltextgenerator attribute)": [[180, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.name"]], "pretrained() (legaltextgenerator static method)": [[180, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[180, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"]], "legalnerquestiongenerator (class in sparknlp_jsl.legal.sequence_generation.qa_ner_generator)": [[181, "sparknlp_jsl.legal.sequence_generation.qa_ner_generator.LegalNerQuestionGenerator"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[181, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.legal.token_classification": [[182, "module-sparknlp_jsl.legal.token_classification"]], "sparknlp_jsl.legal.token_classification.ner": [[183, "module-sparknlp_jsl.legal.token_classification.ner"]], "legalbertfortokenclassification (class in sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification"]], "loadsavedmodel() (legalbertfortokenclassification static method)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertfortokenclassification static method)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModelOpenSource"]], "name (legalbertfortokenclassification attribute)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.name"]], "pretrained() (legalbertfortokenclassification static method)": [[184, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[184, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"]], "legalnerapproach (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerApproach"]], "legalnermodel (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel"]], "loadsavedmodel() (legalnermodel static method)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.loadSavedModel"]], "name (legalnermodel attribute)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.name"]], "pretrained() (legalnermodel static method)": [[185, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[185, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"]], "zeroshotnermodel (class in sparknlp_jsl.legal.token_classification.ner.zero_shot_ner)": [[186, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[186, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"]], "modeltracer (class in sparknlp_jsl.modeltracer)": [[187, "sparknlp_jsl.modelTracer.ModelTracer"]], "adduidcols() (modeltracer method)": [[187, "sparknlp_jsl.modelTracer.ModelTracer.addUidCols"]], "sparknlp_jsl.modeltracer": [[187, "module-sparknlp_jsl.modelTracer"]], "rulebasedclassifier (class in sparknlp_jsl.nlp_test.bias.bias_testing)": [[188, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier"]], "init_medical_gender_classifier() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[188, "sparknlp_jsl.nlp_test.bias.bias_testing.init_medical_gender_classifier"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[188, "module-sparknlp_jsl.nlp_test.bias.bias_testing"]], "test_gender_bias() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[188, "sparknlp_jsl.nlp_test.bias.bias_testing.test_gender_bias"]], "transform() (rulebasedclassifier method)": [[188, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier.transform"]], "sparknlp_jsl.nlp_test.bias": [[189, "module-sparknlp_jsl.nlp_test.bias"]], "sparknlp_jsl.nlp_test": [[190, "module-sparknlp_jsl.nlp_test"]], "sparknlp_jsl.nlp_test.noisy_labels": [[191, "module-sparknlp_jsl.nlp_test.noisy_labels"]], "interactivefix (class in sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix"]], "add_flag_to_conll() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.add_flag_to_conll"]], "adjust_page_size() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.adjust_page_size"]], "apply_fixes() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.apply_fixes"]], "apply_label_fixes() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.apply_label_fixes"]], "conll_reader() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_reader"]], "conll_writer() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_writer"]], "create_grid() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.create_grid"]], "display() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.display"]], "empty_grid() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.empty_grid"]], "fill_grid() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fill_grid"]], "fix_all() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_all"]], "fix_label() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_label"]], "get_cell_element() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_cell_element"]], "get_central_grid() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_central_grid"]], "get_classes() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_classes"]], "get_default_indx() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_default_indx"]], "get_drop_down() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_drop_down"]], "get_drop_down_title() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_drop_down_title"]], "get_footer() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_footer"]], "get_header() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_header"]], "get_page_control_buttons() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_page_control_buttons"]], "get_page_number() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_page_number"]], "get_sentence() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_sentence"]], "get_title_html() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_title_html"]], "next_page() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.next_page"]], "num_sample_drop_down() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.num_sample_drop_down"]], "prev_page() (interactivefix method)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.prev_page"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing": [[192, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing"]], "update_with_model_predictions() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[192, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.update_with_model_predictions"]], "calculate_label_error_score() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[193, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.calculate_label_error_score"]], "get_label_quality_scores() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[193, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.get_label_quality_scores"]], "get_unique_entities() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[193, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.get_unique_entities"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing": [[193, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing"]], "test_label_errors() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[193, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing.test_label_errors"]], "sparknlp_jsl.nlp_test.noisy_labels.utils": [[194, "module-sparknlp_jsl.nlp_test.noisy_labels.utils"]], "stylesheet (in module sparknlp_jsl.nlp_test.noisy_labels.utils)": [[194, "sparknlp_jsl.nlp_test.noisy_labels.utils.stylesheet"]], "sparknlp_jsl.nlp_test.robustness": [[195, "module-sparknlp_jsl.nlp_test.robustness"]], "add_context_to_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_context_to_data"]], "add_contractions() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_contractions"]], "add_punctuation_to_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_punctuation_to_data"]], "add_typo_to_sentence() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.add_typo_to_sentence"]], "augment_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.augment_robustness"]], "conll_reader() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.conll_reader"]], "convert_accent() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.convert_accent"]], "create_dataframe() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.create_dataframe"]], "create_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.create_terminology"]], "filter_by_entity_type() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.filter_by_entity_type"]], "get_cohyponyms_wordnet() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.get_cohyponyms_wordnet"]], "get_sample() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.get_sample"]], "introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.introduce_typos"]], "modify_capitalization_lower() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_lower"]], "modify_capitalization_title() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_title"]], "modify_capitalization_upper() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_upper"]], "sparknlp_jsl.nlp_test.robustness.robustness_fixing": [[196, "module-sparknlp_jsl.nlp_test.robustness.robustness_fixing"]], "strip_punctuation_from_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.strip_punctuation_from_data"]], "swap_entities_with_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_entities_with_terminology"]], "swap_with_cohyponym() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_with_cohyponym"]], "test_and_augment_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[196, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.test_and_augment_robustness"]], "add_context() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_context"]], "add_contractions() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_contractions"]], "add_punctuation() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_punctuation"]], "add_typo_to_sentence() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_typo_to_sentence"]], "american_to_british() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.american_to_british"]], "british_to_american() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.british_to_american"]], "calculate_metrics() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.calculate_metrics"]], "conll_sentence_reader() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.conll_sentence_reader"]], "create_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.create_terminology"]], "get_cohyponyms_wordnet() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.get_cohyponyms_wordnet"]], "introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.introduce_typos"]], "modify_capitalization() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.modify_capitalization"]], "remove_context_tokens() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.remove_context_tokens"]], "remove_contraction_tokens() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.remove_contraction_tokens"]], "remove_punctuation_tokens() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.remove_punctuation_tokens"]], "run_test() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.run_test"]], "sparknlp_jsl.nlp_test.robustness.robustness_testing": [[197, "module-sparknlp_jsl.nlp_test.robustness.robustness_testing"]], "strip_punctuation() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.strip_punctuation"]], "swap_named_entities_from_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.swap_named_entities_from_terminology"]], "swap_with_cohyponym() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.swap_with_cohyponym"]], "test_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[197, "sparknlp_jsl.nlp_test.robustness.robustness_testing.test_robustness"]], "calculate_proportion() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[198, "sparknlp_jsl.nlp_test.robustness.utils.calculate_proportion"]], "get_augmentation_proportions() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[198, "sparknlp_jsl.nlp_test.robustness.utils.get_augmentation_proportions"]], "sparknlp_jsl.nlp_test.robustness.utils": [[198, "module-sparknlp_jsl.nlp_test.robustness.utils"]], "suggest_perturbations() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[198, "sparknlp_jsl.nlp_test.robustness.utils.suggest_perturbations"]], "internalresourcedownloader (class in sparknlp_jsl.pretrained)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader"]], "downloadmodel() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.downloadModel"]], "printprogress() (in module sparknlp_jsl.pretrained)": [[199, "sparknlp_jsl.pretrained.printProgress"]], "returnprivatemodels() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.returnPrivateModels"]], "returnprivatepipelines() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.returnPrivatePipelines"]], "showavailableannotators() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.showAvailableAnnotators"]], "showprivatemodels() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.showPrivateModels"]], "showprivatepipelines() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.showPrivatePipelines"]], "showuncategorizedresources() (internalresourcedownloader static method)": [[199, "sparknlp_jsl.pretrained.InternalResourceDownloader.showUnCategorizedResources"]], "sparknlp_jsl.pretrained": [[199, "module-sparknlp_jsl.pretrained"]], "structureddeidentification (class in sparknlp_jsl.structured_deidentification)": [[200, "sparknlp_jsl.structured_deidentification.StructuredDeidentification"]], "obfuscatecolumns() (structureddeidentification method)": [[200, "sparknlp_jsl.structured_deidentification.StructuredDeidentification.obfuscateColumns"]], "sparknlp_jsl.structured_deidentification": [[200, "module-sparknlp_jsl.structured_deidentification"]], "texttodocumentscolumns (class in sparknlp_jsl.text_to_documents_columns)": [[201, "sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns"]], "sparknlp_jsl.text_to_documents_columns": [[201, "module-sparknlp_jsl.text_to_documents_columns"]], "todocumentscolumns() (texttodocumentscolumns method)": [[201, "sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns.toDocumentsColumns"]], "annotationtooljsonreader (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader"]], "cantemistreader (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.CantemistReader"]], "codiespreader (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.CodiEspReader"]], "redatasethelper (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.REDatasetHelper"]], "synonymaugmentationumls (class in sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.SynonymAugmentationUMLS"]], "augmentcsv() (synonymaugmentationumls method)": [[202, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentCsv"]], "augmentdataframe() (synonymaugmentationumls method)": [[202, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentDataFrame"]], "create_annotation_column() (redatasethelper method)": [[202, "sparknlp_jsl.training.REDatasetHelper.create_annotation_column"]], "generateassertiontrainset() (annotationtooljsonreader method)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader.generateAssertionTrainSet"]], "generateconll() (annotationtooljsonreader method)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader.generateConll"]], "generateplainassertiontrainset() (annotationtooljsonreader method)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader.generatePlainAssertionTrainSet"]], "readdataset() (annotationtooljsonreader method)": [[202, "sparknlp_jsl.training.AnnotationToolJsonReader.readDataset"]], "readdatasettaskner() (cantemistreader method)": [[202, "sparknlp_jsl.training.CantemistReader.readDatasetTaskNer"]], "readdatasettaskx() (codiespreader method)": [[202, "sparknlp_jsl.training.CodiEspReader.readDatasetTaskX"]], "sparknlp_jsl.training": [[202, "module-sparknlp_jsl.training"]], "tf_graph (in module sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.tf_graph"]], "tf_graph_1x (in module sparknlp_jsl.training)": [[202, "sparknlp_jsl.training.tf_graph_1x"]], "assertion_log_parser (class in sparknlp_jsl.training_log_parser)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser"]], "evaluate() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.evaluate"]], "evaluate_conll_file() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.evaluate_conll_file"]], "get_best_f1_scores() (assertion_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser.get_best_f1_scores"]], "get_best_f1_scores() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.get_best_f1_scores"]], "get_charts() (assertion_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser.get_charts"]], "get_charts() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.get_charts"]], "loss_plot() (assertion_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser.loss_plot"]], "loss_plot() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.loss_plot"]], "ner_log_parser (class in sparknlp_jsl.training_log_parser)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser"]], "parse_logfile() (assertion_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.assertion_log_parser.parse_logfile"]], "parse_logfile() (ner_log_parser method)": [[203, "sparknlp_jsl.training_log_parser.ner_log_parser.parse_logfile"]], "sparknlp_jsl.training_log_parser": [[203, "module-sparknlp_jsl.training_log_parser"]], "updatemodels (class in sparknlp_jsl.updatemodels)": [[204, "sparknlp_jsl.updateModels.UpdateModels"]], "sparknlp_jsl.updatemodels": [[204, "module-sparknlp_jsl.updateModels"]], "updatecachemodels() (updatemodels static method)": [[204, "sparknlp_jsl.updateModels.UpdateModels.updateCacheModels"]], "updatemodels() (updatemodels static method)": [[204, "sparknlp_jsl.updateModels.UpdateModels.updateModels"]], "get_mt_samples() (in module sparknlp_jsl.util)": [[205, "sparknlp_jsl.util.get_mt_samples"]], "sparknlp_jsl.util": [[205, "module-sparknlp_jsl.util"]], "document_assembler (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.document_assembler"]], "empty_df (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.empty_df"]], "get_doc_assembler() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_doc_assembler"]], "get_empty_df() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_empty_df"]], "get_ner_df() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_ner_df"]], "get_ner_sentence_borders() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_ner_sentence_borders"]], "get_nlp_pos_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_nlp_pos_pipeline"]], "get_nlp_token_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_nlp_token_pipeline"]], "get_pos() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_pos"]], "get_regex_tokenizer() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_regex_tokenizer"]], "get_regular_tokenizer() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_regular_tokenizer"]], "get_rel_df() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_rel_df"]], "get_sent_detector() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_sent_detector"]], "get_sentence_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_sentence_pipeline"]], "get_single_task_conll() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_single_task_conll"]], "get_token_df() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.get_token_df"]], "nlp_pos_pipeline (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.nlp_pos_pipeline"]], "nlp_token_pipeline (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.nlp_token_pipeline"]], "pos (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.pos"]], "pos_pipeline_initialized (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.pos_pipeline_initialized"]], "read_conll() (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.read_conll"]], "regex_tokenizer (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.regex_tokenizer"]], "regular_tokenizer (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.regular_tokenizer"]], "sentence_detector (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.sentence_detector"]], "sparknlp_jsl.utils.alab_utils": [[206, "module-sparknlp_jsl.utils.alab_utils"]], "token_pipeline_initialized (in module sparknlp_jsl.utils.alab_utils)": [[206, "sparknlp_jsl.utils.alab_utils.token_pipeline_initialized"]], "sparknlp_jsl.utils.conll_parse": [[207, "module-sparknlp_jsl.utils.conll_parse"]], "deidentifier (class in sparknlp_jsl.utils.deidentification_module)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier"]], "deid_with_custom_pipeline() (deidentifier method)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.deid_with_custom_pipeline"]], "deid_with_pp() (deidentifier method)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.deid_with_pp"]], "deidentify() (deidentifier method)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.deidentify"]], "spark (deidentifier attribute)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.spark"]], "sparknlp_jsl.utils.deidentification_module": [[208, "module-sparknlp_jsl.utils.deidentification_module"]], "structured_deidentifier() (deidentifier method)": [[208, "sparknlp_jsl.utils.deidentification_module.Deidentifier.structured_deidentifier"]], "is_module_importable() (in module sparknlp_jsl.utils.imports)": [[209, "sparknlp_jsl.utils.imports.is_module_importable"]], "sparknlp_jsl.utils.imports": [[209, "module-sparknlp_jsl.utils.imports"]], "sparknlp_jsl.utils": [[210, "module-sparknlp_jsl.utils"]], "assertion (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.ASSERTION"]], "disambiguation (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.DISAMBIGUATION"]], "feature_vector (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.FEATURE_VECTOR"]], "internalannotatortype (class in sparknlp_jsl.utils.licensed_annotator_type)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType"]], "keyword (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.KEYWORD"]], "selector (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SELECTOR"]], "sql (internalannotatortype attribute)": [[211, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SQL"]], "sparknlp_jsl.utils.licensed_annotator_type": [[211, "module-sparknlp_jsl.utils.licensed_annotator_type"]], "sparknlp_jsl.utils.log_parse": [[212, "module-sparknlp_jsl.utils.log_parse"]], "evaluate() (in module sparknlp_jsl.utils.ner_utils)": [[213, "sparknlp_jsl.utils.ner_utils.evaluate"]], "evaluate_conll_file() (in module sparknlp_jsl.utils.ner_utils)": [[213, "sparknlp_jsl.utils.ner_utils.evaluate_conll_file"]], "get_charts() (in module sparknlp_jsl.utils.ner_utils)": [[213, "sparknlp_jsl.utils.ner_utils.get_charts"]], "loss_plot() (in module sparknlp_jsl.utils.ner_utils)": [[213, "sparknlp_jsl.utils.ner_utils.loss_plot"]], "sparknlp_jsl.utils.ner_utils": [[213, "module-sparknlp_jsl.utils.ner_utils"]], "colors (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[214, "sparknlp_jsl.utils.ocr_nlp_processor.colors"]], "ocr_entity_processor() (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[214, "sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[214, "module-sparknlp_jsl.utils.ocr_nlp_processor"]], "colors (in module sparknlp_jsl.utils.ocr_utils)": [[215, "sparknlp_jsl.utils.ocr_utils.colors"]], "colors_rgb (in module sparknlp_jsl.utils.ocr_utils)": [[215, "sparknlp_jsl.utils.ocr_utils.colors_rgb"]], "label2color (in module sparknlp_jsl.utils.ocr_utils)": [[215, "sparknlp_jsl.utils.ocr_utils.label2color"]], "label2rgb (in module sparknlp_jsl.utils.ocr_utils)": [[215, "sparknlp_jsl.utils.ocr_utils.label2rgb"]], "sparknlp_jsl.utils.ocr_utils": [[215, "module-sparknlp_jsl.utils.ocr_utils"]], "aggregate_entities() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.aggregate_entities"]], "calc_metrics() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.calc_metrics"]], "count_chunks() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.count_chunks"]], "get_result() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.get_result"]], "is_chunk_end() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_end"]], "is_chunk_start() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_start"]], "sparknlp_jsl.utils.training_log_parser_utils": [[216, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "split_tag() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[216, "sparknlp_jsl.utils.training_log_parser_utils.split_tag"]]}})
\ No newline at end of file
diff --git a/docs/licensed/api/python/static/_sphinx_javascript_frameworks_compat.js b/docs/licensed/api/python/static/sphinx_javascript_frameworks_compat.js
similarity index 100%
rename from docs/licensed/api/python/static/_sphinx_javascript_frameworks_compat.js
rename to docs/licensed/api/python/static/sphinx_javascript_frameworks_compat.js