lipiji/rnn-theano

RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano

###RNN(LSTM, GRU) using Theano

• main_char_train.py: train the char-rnn model
• main_hlm_train.py: train using corpus "Dream of Red Mansions" (《红楼梦》)

####Bugs:

• Compile failed on CPU

###Frameworks:

###Reference:

• Fig ref：https://github.com/dophist/kaldi-lstm
• A Note on BPTT for LSTM LM: http://www.slideshare.net/tmasada/a-note-on-bptt-for-lstm-lm
• Colah’s blog: http://colah.github.io/posts/2015-08-Understanding-LSTMs/