├── .gitignore ├── LICENSE ├── README.md ├── cnn_model.py ├── data ├── __init__.py ├── cnews_loader.py └── copy_data.sh ├── helper ├── __init__.py ├── cnews_group.py └── copy_data.sh ├── images ├── acc_loss.png ├── acc_loss_rnn.png ├── cnn_architecture.png └── rnn_architecture.png └── run_cnn.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # short-text-classify 2 | 基于cnn+tensorflow实现的短文本分类 3 | -------------------------------------------------------------------------------- /cnn_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/cnn_model.py -------------------------------------------------------------------------------- /data/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/cnews_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/data/cnews_loader.py -------------------------------------------------------------------------------- /data/copy_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/data/copy_data.sh -------------------------------------------------------------------------------- /helper/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /helper/cnews_group.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/helper/cnews_group.py -------------------------------------------------------------------------------- /helper/copy_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/helper/copy_data.sh -------------------------------------------------------------------------------- /images/acc_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/images/acc_loss.png -------------------------------------------------------------------------------- /images/acc_loss_rnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/images/acc_loss_rnn.png -------------------------------------------------------------------------------- /images/cnn_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/images/cnn_architecture.png -------------------------------------------------------------------------------- /images/rnn_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/images/rnn_architecture.png -------------------------------------------------------------------------------- /run_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/11hhlin1/short-text-classify/HEAD/run_cnn.py --------------------------------------------------------------------------------