├── README.md ├── __init__.py ├── notebooks ├── __init__.py └── display_results.ipynb ├── requirements.txt └── utils ├── AUC_GH.py ├── EmbeddingAutoencoder.py ├── GRUD.py ├── README.md ├── __init__.py ├── requirements.txt ├── simple_impute.py ├── train_job ├── train_job_cpu └── train_no_years_job /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | "" 2 | -------------------------------------------------------------------------------- /notebooks/__init__.py: -------------------------------------------------------------------------------- 1 | "" 2 | -------------------------------------------------------------------------------- /notebooks/display_results.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/notebooks/display_results.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/requirements.txt -------------------------------------------------------------------------------- /utils/AUC_GH.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/AUC_GH.py -------------------------------------------------------------------------------- /utils/EmbeddingAutoencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/EmbeddingAutoencoder.py -------------------------------------------------------------------------------- /utils/GRUD.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/GRUD.py -------------------------------------------------------------------------------- /utils/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/README.md -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | "" 2 | -------------------------------------------------------------------------------- /utils/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/requirements.txt -------------------------------------------------------------------------------- /utils/simple_impute.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/simple_impute.py -------------------------------------------------------------------------------- /utils/train_job: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/train_job -------------------------------------------------------------------------------- /utils/train_job_cpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/train_job_cpu -------------------------------------------------------------------------------- /utils/train_no_years_job: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLforHealth/MIMIC_Generalisation/HEAD/utils/train_no_years_job --------------------------------------------------------------------------------