Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
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The code is the same:in layer_stack = [ L.Bidirectional(L.GRU(config['layer_bgru']), name='layer_bgru'), L.Dropout(config['layer_dropout'], name='layer_dropout'), L.TimeDistributed(L.Dense(output_dim, config['layer_time_distributed']), name='layer_time_distributed'), L.Activation(config['layer_activation']) ]