├── LICENSE ├── README.md ├── env_library_and_notebooks.yml ├── env_library_only.yml ├── examples ├── continuous_fairness_aware_learning │ ├── demographic_parity_dnn.ipynb │ └── equalized_odds_dnn.ipynb ├── data_loading │ ├── __init__.py │ └── datasets.py ├── discrete_fairness_aware_learning │ └── Adult.ipynb └── independence_testing │ └── simple_testing_with_hgr.ipynb └── facl └── independence ├── density_estimation └── pytorch_kde.py └── hgr.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/README.md -------------------------------------------------------------------------------- /env_library_and_notebooks.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/env_library_and_notebooks.yml -------------------------------------------------------------------------------- /env_library_only.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/env_library_only.yml -------------------------------------------------------------------------------- /examples/continuous_fairness_aware_learning/demographic_parity_dnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/examples/continuous_fairness_aware_learning/demographic_parity_dnn.ipynb -------------------------------------------------------------------------------- /examples/continuous_fairness_aware_learning/equalized_odds_dnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/examples/continuous_fairness_aware_learning/equalized_odds_dnn.ipynb -------------------------------------------------------------------------------- /examples/data_loading/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/examples/data_loading/__init__.py -------------------------------------------------------------------------------- /examples/data_loading/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/examples/data_loading/datasets.py -------------------------------------------------------------------------------- /examples/discrete_fairness_aware_learning/Adult.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/examples/discrete_fairness_aware_learning/Adult.ipynb -------------------------------------------------------------------------------- /examples/independence_testing/simple_testing_with_hgr.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/examples/independence_testing/simple_testing_with_hgr.ipynb -------------------------------------------------------------------------------- /facl/independence/density_estimation/pytorch_kde.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/facl/independence/density_estimation/pytorch_kde.py -------------------------------------------------------------------------------- /facl/independence/hgr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/criteo-research/continuous-fairness/HEAD/facl/independence/hgr.py --------------------------------------------------------------------------------