├── README.md ├── data ├── activity │ ├── processed │ │ └── data.pt │ └── raw │ │ └── ConfLongDemo_JSI.txt ├── physionet │ ├── processed.zip │ └── raw.zip └── ushcn │ ├── processed │ └── ushcn.pt │ └── raw │ └── small_chunked_sporadic.csv ├── figs ├── framework.png ├── problem.png └── results.png ├── lib ├── __pycache__ │ ├── evaluation.cpython-39.pyc │ ├── mimic.cpython-39.pyc │ ├── parse_datasets.cpython-39.pyc │ ├── person_activity.cpython-39.pyc │ ├── physionet.cpython-39.pyc │ ├── ushcn.cpython-39.pyc │ └── utils.cpython-39.pyc ├── evaluation.py ├── mimic.py ├── parse_datasets.py ├── person_activity.py ├── physionet.py ├── ushcn.py └── utils.py ├── requirements.txt └── tPatchGNN ├── model ├── SelfAttention_Family.py ├── Transformer_EncDec.py ├── __init__.py ├── __pycache__ │ ├── SelfAttention_Family.cpython-39.pyc │ ├── Transformer_EncDec.cpython-39.pyc │ ├── __init__.cpython-39.pyc │ └── tPatchGNN.cpython-39.pyc └── tPatchGNN.py ├── run_models.py └── scripts └── run_all.sh 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