├── .gitignore ├── README.md └── code ├── Graph.ipynb ├── data ├── ICD9CAT_TOP10.p ├── ICD9CAT_TOP50.p ├── ICD9CODES.p ├── ICD9CODES_TOP10.p ├── ICD9CODES_TOP50.p └── TRAIN-VAL-TEST-HADMID.p ├── describe_icd9category.ipynb ├── describe_icd9category.py ├── describe_icd9code.ipynb ├── describe_icd9code.py ├── doc2vec-generator.ipynb ├── doc2vec_generator.py ├── environment.yml ├── evaluate.py ├── feature_extraction_nonseq.ipynb ├── feature_extraction_nonseq.py ├── feature_extraction_seq.ipynb ├── feature_extraction_seq.py ├── merge_data.sh ├── ml_baseline.ipynb ├── ml_baseline.py ├── nn_baseline_models.py ├── nn_baseline_preprocessing.py ├── nn_baseline_test.py ├── nn_baseline_train.py ├── preprocess.ipynb ├── preprocess.py ├── python3 ├── preprocess.ipynb └── preprocess.py ├── word2vec-generator.ipynb ├── word2vec_generator.py ├── word2vec_visulization.py ├── wordmat_train.py ├── wordseq_models.py ├── wordseq_test.py └── wordseq_train.py /.gitignore: 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