[DOCS] Updated the website and the release notes.

RELEASE.md

@@ -1,4 +1,4 @@
-# 0.4.1
+# 0.4.1 Fixed Precompiled TF Binaries and Some New Features
 
 Fixed the precompiled TensorFlow binaries, and also added the following
 new features:

docs/src/main/paradox/installation.md

@@ -17,7 +17,7 @@ for Scala, you should add the following dependency:
 @@ dependency[sbt,Maven,Gradle] {
   group="org.platanios"
   artifact="tensorflow"
-  version="0.4.0"
+  version="0.4.1"
 }
 
 @@@ note
@@ -45,7 +45,7 @@ Add the following dependency, instead of the previous one:
 @@ dependency[sbt,Maven,Gradle] {
   group="org.platanios"
   artifact="tensorflow"
-  version="0.4.0"
+  version="0.4.1"
   classifier="linux-cpu-x86_64"
 }
 

docs/src/main/paradox/release_notes.md

@@ -4,6 +4,7 @@
 
 @@@ index
 
+ - [0.4.1](release_notes/0.4.1.md)
  - [0.4.0](release_notes/0.4.0.md)
  - [0.3.0](release_notes/0.3.0.md)
  - [0.2.4](release_notes/0.2.4.md)

docs/src/main/paradox/release_notes/0.4.1.md

@@ -0,0 +1,25 @@
+# Release 0.4.1
+
+Fixed the precompiled TensorFlow binaries, and also added the following
+new features:
+
+  - `io` module:
+    - Added support for a new `TFRecordWriter`.
+  - `ops` module:
+    - Added a new ops namespace, `sparse`, that includes all sparse ops.
+    - Added support for `sparse.reorder` and `sparse.merge`.
+    - Added support for parsing TF records.
+    - `data` module:
+      - Added support for `Dataset.shuffleAndRepeat`.
+    - `optimizers` module:
+      - Added support for the Adafactor optimizer.
+      - Renamed `SqrtDecay` to `RSqrtDecay` which is more appropriate.
+    - `math` module:
+      - Added support for `batchGather`.
+      - Added support for bitwise ops.
+    - `rnn` module:
+      - Simplified the attention mechanisms functionality so that it is
+        now not required to tile memory tensors for beam search outside
+        the beam search decoder.
+    - Moved the `seq2seq` module to a separate repository (that of
+      [Symphony Machine Translation](https://github.com/eaplatanios/symphony-mt)).