MetaModel for text data (#691)

* move trials to auto model contructor * temp commit * automodel interface update * minor style changes * docstrings * enable biary classification and revise rnn * dimensional reduction hyper blocks * image block select from 3 types of blocks * image block fixed * clean up dense block * tests fixed * auto tuner added * Fix docstring * make preprocessors into hyperblocks * test fixed * fixed tests * docstring added to auto tuner. * docstring added to autographmodel. * auto model support both one-hot encoding and label for classification * minor style fixes * minor style fixes * rename trials to max_trails * rename trials to max_trails * meta model mechanism and node type * comments * remove spliting data * style fix * split numpy validation * spliting numpy data * use tf.data.Dataset for all preprocessing * minor refactoring and docstring * bug fix for normalize * temp * docstring * temp commit * tokenizer * temp commit * sequence preprocessor * temp commit * fixed pytest * pass label to ngram * refactor automodel * tests fixed * docstring * refactor meta_model * temp commit * meta model fixed * temp commit * preprocessing updated * style and docstring changes * docstrings * fixed tests * style changes
keras-team · Jul 13, 2019 · b31f2ca · b31f2ca
1 parent 2f1f42e
commit b31f2ca
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diff --git a/autokeras/__init__.py b/autokeras/__init__.py
@@ -1,5 +1,10 @@
-from autokeras.auto.auto_model import AutoModel
-from autokeras.auto.auto_model import GraphAutoModel
+from autokeras.auto_model import AutoModel
+from autokeras.auto_model import GraphAutoModel
+
+from autokeras.task import ImageClassifier
+from autokeras.task import ImageRegressor
+from autokeras.task import TextClassifier
+from autokeras.task import TextRegressor
 
 from autokeras.hypermodel.hyper_head import ClassificationHead
 from autokeras.hypermodel.hyper_head import RegressionHead
@@ -11,14 +16,14 @@
 from autokeras.hypermodel.hyper_block import ImageBlock
 from autokeras.hypermodel.hyper_block import ConvBlock
 from autokeras.hypermodel.hyper_block import DenseBlock
+from autokeras.hypermodel.hyper_block import EmbeddingBlock
 
 from autokeras.hypermodel.processor import Normalize
+from autokeras.hypermodel.processor import TextToIntSequence
+from autokeras.hypermodel.processor import TextToNgramVector
 
 from autokeras.hypermodel.hyper_node import Input
 from autokeras.hypermodel.hyper_node import ImageInput
 from autokeras.hypermodel.hyper_node import TextInput
 
-from autokeras.auto.image import ImageClassifier
-from autokeras.auto.image import ImageRegressor
-
 from autokeras.const import Constant
diff --git a/autokeras/auto/__init__.py b/autokeras/auto/__init__.py
diff --git a/autokeras/auto/image.py b/autokeras/auto/image.py