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tensorlayer / seq2seq-chatbot

Chatbot in 200 lines of code using TensorLayer
https://github.com/tensorlayer/tensorlayer
837 stars 315 forks source link

TL2.0 #35

Closed ArnoldLIULJ closed 5 years ago

ArnoldLIULJ commented 5 years ago

Update model compatible with TensorLayer2.0. Rewrite the loss. cross_entropy_seq_with_mask and cross_entropy_seq. Need to run to see if it converges and produce desirable results

ArnoldLIULJ commented 5 years ago

Update the model with deeper structure n_units->256, n_layers->3(for both encoding and decoding)

ArnoldLIULJ commented 5 years ago

FIX multilayer RNN bugs. states propagation. ADD inference test

ArnoldLIULJ commented 5 years ago

PACK multiple layers into a list layers with self-defined layers CHANGE batch_size to decoder_length ADD top_n method at inference time