Keras

Keras code

code list

• char-CNN Text classification from character-level using convolutional networks
• HedgeScope Chinese Hedge Scope Detection based on LSTM
• NER Named Entity Recognition based on Bidirectional LSTM (PER,LOC,ORG,MISC,O)
• WordSeg Word Segmentation based on LSTM (same as the NER task)
• ctdCNN CNN model with CTD database features
• examples Keras examples (1.0 version)
• hierarchical-encoder-decoder A hierarchical neural autoencoder for paragraphs and documents
• kimcnn An implementation of kim's cnn with multiple filter widths and feature maps
• lstm-airlinepassenger Using LSTM to predict the airline passengers (time series prediction problem)
• m2m Memory Network used for question-answer task
• neural-tensor-layer NTN network developed by Socher
• regression A simple regression model to predict the sin function
• representation learning Skip-gram model implement using Keras model
• AttPooling CNN Attention Pooling CNN model

utils code

• gs-keras Grid search used in keras with sklearn wrappers
• data-augment A simple demo for data augmentation
• batch-iters Generates a batch iterator for a dataset