LSTM-pinyin2ch

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seq2seq PinYin to Chinese translator

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# DSP Final Project

> Some references that we find useful

## References

### Crawler

<http://selenium-python.readthedocs.io>  
<https://pypi.python.org/pypi/subhd.py/0.1.4>  
<http://blog.topspeedsnail.com/archives/8226>  
<https://pypi.python.org/pypi/subliminal>

### code number for chinese

<http://graphemica.com>  
<http://stackoverflow.com/questions/27435855/how-does-one-print-a-unicode-character-code-in-python>  
<https://zhidao.baidu.com/question/480799001.html>

### pinyin converter

<https://github.com/overtrue/pinyin>
<https://pypi.python.org/pypi/hanziconv>

### LSTM && seq2seq

<http://stats.stackexchange.com/questions/236987/the-simplest-seq2seq-model-for-word-mirroring>  
<https://github.com/ishalyminov/tensorflow/blob/master/tensorflow/examples/udacity/6_3_lstm_seq2seq.ipynb>  
<https://arxiv.org/pdf/1609.09552.pdf>  
<https://arxiv.org/pdf/1402.1128v1.pdf>

<https://github.com/KnHuq/Dynamic-Tensorflow-Tutorial/blob/master/LSTM/LSTM.py>

<https://gist.github.com/danijar/d11c77c5565482e965d1919291044470>
<https://github.com/tensorflow/tensorflow/blob/r0.12/tensorflow/python/ops/seq2seq.py>

<http://www.slideshare.net/emorynlp/rnn-lstm-and-seq2seq-models>
<http://www.slideshare.net/KeonKim/attention-mechanisms-with-tensorflow>

<http://stackoverflow.com/questions/40044937/does-the-tensorflow-embedding-attention-seq2seq-method-implement-a-bidirectional>
<https://www.tensorflow.org/api_docs/python/rnn_cell/rnn_cells_for_use_with_tensorflow_s_core_rnn_methods>

### Attention

<http://www.slideshare.net/KeonKim/attention-mechanisms-with-tensorflow>
<http://www.wildml.com/2016/01/attention-and-memory-in-deep-learning-and-nlp/>

LSTM-pinyin2ch

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