Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq
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README.md

encoder_decoder

漫谈四种神经网络序列解码模型[http://jacoxu.com/?p=1852]

requirements=Keras[https://github.com/fchollet/keras], Seq2Seq[https://github.com/farizrahman4u/seq2seq]

NOTE:

The suggested version of Keras is 0.3.3 or 0.3.2 rather than 1.0.0 and the lasted version, for some old style functions are called in seq2seq.

model - 1: basic encoder-decoder

model - 1: basic encoder-decoder

model - 2: encoder-decoder with feedback

model - 2: encoder-decoder with feedback

model - 3: encoder-decoder with peek

model - 3: encoder-decoder with peek

model - 4: encoder-decoder with attention

model - 4: encoder-decoder with attention

results: four encoder-decoder modes

results: four encoder-decoder modes

Question: How to change the encoder-decoder modes?

Answering: Change the decoder_mode in Line 144 of the code. For example, you can change decoder_mode = 3 to run the attention mode.