All Projects → wangxggc → Rnn Theano

wangxggc / Rnn Theano

使用Theano实现的一些RNN代码,包括最基本的RNN,LSTM,以及部分Attention模型,如论文MLSTM等

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CNN && RNN Base On Theano(仅作学习交流使用)

代码风格仿照:https://github.com/dennybritz/rnn-tutorial-gru-lstm

Attention based LSTM,MLSTM的论文为:Learning Natural Language Inference with LSTM

classification

使用RNN或LSTM进行文本分类

seq2seq

使用LSTM实现的句子到句子模型,可以用与对话生成,也可以用于机器翻译

CNN详见Kim的Sentence CNN

这个版本更容易读懂,希望对刚刚学习的同学有所帮助

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