├── Prepare_env.ipynb ├── Pytorch_EHR Tutorial_2023_slides.pdf ├── Pytorch_EHR_Tutorial ├── Data_Prep │ ├── DataPrep.ipynb │ ├── Data_to_Download.txt │ ├── Dataprep.sql │ ├── data │ │ └── extracted_data.zip │ └── preprocess_outcomes.py └── Model_Training │ ├── Model_Training.ipynb │ ├── Model_explanation.ipynb │ └── pytorch_ehr │ ├── EHRDataloader.py │ ├── EHREmb.py │ ├── __init__.py │ ├── __pycache__ │ ├── EHRDataloader.cpython-37.pyc │ ├── EHREmb.cpython-37.pyc │ ├── __init__.cpython-37.pyc │ ├── explain_ig.cpython-37.pyc │ ├── models.cpython-37.pyc │ └── utils_final.cpython-37.pyc │ ├── explain_ig.py │ ├── main.py │ ├── models.py │ ├── tplstm.py │ └── utils_final.py └── README.md /Prepare_env.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhiGroup/pytorch_ehr/HEAD/Prepare_env.ipynb -------------------------------------------------------------------------------- /Pytorch_EHR Tutorial_2023_slides.pdf: 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