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README.md
__init__.py
model.py
model_BiGRU.py
model_BiLSTM.py
model_BiLSTM_1.py
model_BiLSTM_lexicon.py
model_CBiLSTM.py
model_CGRU.py
model_CLSTM.py
model_CNN.py
model_CNN_BiGRU.py
model_CNN_BiLSTM.py
model_CNN_LSTM.py
model_CNN_MUI.py
model_DeepCNN.py
model_DeepCNN_MUI.py
model_GRU.py
model_HighWay_BiLSTM_1.py
model_HighWay_CNN.py
model_LSTM.py

README.md

Neural Networks

  1. model_BiGRU.py is a simple bidirection GRU neural networks model.

  2. model_BiLSTM.py is a simple bidirection LSTM neural networks model.

  3. model-BiLSTM-1.py is a simple bidirection LSTM neural networks model.

  4. model-BiLSTM-lexicon.py is a model that use lexicon,but no complete now.

  5. model_CBiLSTM.py is a model that the output of CNN as the input of BiLSTM.

  6. model_CGRU.py is a model that the output of CNN as the input of GRU.

  7. model_CLSTM.py is a model that the output of CNN as the input of LSTM.

  8. model_CNN.py is a simple CNN neural networks model.

  9. model-CNN-BiGRU.py is a model that after the output of CNN and BiGRU,conbine to together.

  10. model-CNN-BiLSTM.py is a model that after the output of CNN and BiLSTM,conbine to together.

  11. model-CNN-LSTM.py is a model that after the output of CNN and LSTM,conbine to together.

  12. model_CNN-MUI.py is a model of multichannel CNN model.

  13. model_DeepCNN.py is a model that has two layer of CNN.

  14. model-DeepCNN-MUI.py is a model that not oly use multichannel, but also use DeepCNN.

  15. model_GRU.py is a simple GRU neural networks model.

  16. model-HighWay-BiLSTM-1.py is a HighWay NetWorks model with use in the BiLSTM model.

  17. model-HighWay-CNN.py is a HighWay NetWorks model with use in the CNN model.

  18. model_LSTM.py is a simple LSTM neural models.

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