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Feature/clf projection layers

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Merged Andrei Glinskii requested to merge github/fork/Guitaricet/feature/clf_projection_layers into feature/clf_projection_layers Oct 02, 2018
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Created by: Guitaricet

Added new optional parameter to all of keras_classification_model model functions. If input_projection_size is specified, Dense(input_projection_size, 'relu') layer is applied just after input layer. Also created test config with this feature enabled.

Usefull for reducing dimentionality of embeddings (for example, when using ELMO embedders).

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Source branch: github/fork/Guitaricet/feature/clf_projection_layers