├── .gitignore ├── LICENSE ├── README.md ├── data └── icd9.txt ├── loss.py ├── metrics.py ├── models ├── __init__.py ├── layers.py └── model.py ├── preprocess ├── __init__.py ├── auxiliary.py ├── build_dataset.py ├── encode.py └── parse_csv.py ├── requirement.txt ├── run_preprocess.py ├── train_codes.py ├── train_hf.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/README.md -------------------------------------------------------------------------------- /data/icd9.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/data/icd9.txt -------------------------------------------------------------------------------- /loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/loss.py -------------------------------------------------------------------------------- /metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/metrics.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/models/layers.py -------------------------------------------------------------------------------- /models/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/models/model.py -------------------------------------------------------------------------------- /preprocess/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /preprocess/auxiliary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/preprocess/auxiliary.py -------------------------------------------------------------------------------- /preprocess/build_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/preprocess/build_dataset.py -------------------------------------------------------------------------------- /preprocess/encode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/preprocess/encode.py -------------------------------------------------------------------------------- /preprocess/parse_csv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/preprocess/parse_csv.py -------------------------------------------------------------------------------- /requirement.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/requirement.txt -------------------------------------------------------------------------------- /run_preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/run_preprocess.py -------------------------------------------------------------------------------- /train_codes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/train_codes.py -------------------------------------------------------------------------------- /train_hf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/train_hf.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LuChang-CS/CGL/HEAD/utils.py --------------------------------------------------------------------------------