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项目作者:
lipiji
项目描述 :
RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano
高级语言:
Python
项目主页:
项目地址:
git://github.com/lipiji/rnn-theano.git
创建时间:
2015-10-23T07:22:31Z
项目社区:
https://github.com/lipiji/rnn-theano
开源协议:
下载
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/