├── .gitignore ├── README.md ├── conf ├── dirs │ └── home.json └── model │ └── compas.json ├── data └── compas │ ├── compas_DM_highacc.npz │ ├── compas_DM_highbias.npz │ └── compas_DM_inconsistent.npz ├── requirements.txt └── src ├── codebase ├── __init__.py ├── dataset.py ├── defaults.py ├── metrics.py ├── mlp.py ├── models.py └── trainer.py └── run_model.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/README.md -------------------------------------------------------------------------------- /conf/dirs/home.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/conf/dirs/home.json -------------------------------------------------------------------------------- /conf/model/compas.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/conf/model/compas.json -------------------------------------------------------------------------------- /data/compas/compas_DM_highacc.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/data/compas/compas_DM_highacc.npz -------------------------------------------------------------------------------- /data/compas/compas_DM_highbias.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/data/compas/compas_DM_highbias.npz -------------------------------------------------------------------------------- /data/compas/compas_DM_inconsistent.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/data/compas/compas_DM_inconsistent.npz -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/requirements.txt -------------------------------------------------------------------------------- /src/codebase/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/codebase/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/src/codebase/dataset.py -------------------------------------------------------------------------------- /src/codebase/defaults.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/src/codebase/defaults.py -------------------------------------------------------------------------------- /src/codebase/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/src/codebase/metrics.py -------------------------------------------------------------------------------- /src/codebase/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/src/codebase/mlp.py -------------------------------------------------------------------------------- /src/codebase/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/src/codebase/models.py -------------------------------------------------------------------------------- /src/codebase/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/src/codebase/trainer.py -------------------------------------------------------------------------------- /src/run_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmadras/predict-responsibly/HEAD/src/run_model.py --------------------------------------------------------------------------------