├── .gitignore ├── GermanCredit └── German Credit Data Preprocessing.ipynb ├── README.md ├── Section 4_3_1 Yahoo Dataset Individual Fairness.ipynb ├── Section 4_3_2 German Credit Dataset.ipynb ├── Section_4_1 PGRank .ipynb ├── Section_4_2 Simulated Experiment.ipynb ├── YahooDataReader.py ├── baselines.py ├── data_preprocessing.py ├── data_preprocessing_2.py ├── evaluate_yahoo.py ├── evaluation.py ├── fairness_loss.py ├── models.py ├── plots ├── group_fairness_synthetic_contourf.pdf └── toy_tradeoff.pdf ├── plotting_utils.py ├── train_yahoo_dataset.py ├── utils.py └── zehlike.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pkl 2 | *.backup 3 | *.txt 4 | -------------------------------------------------------------------------------- /GermanCredit/German Credit Data Preprocessing.ipynb: -------------------------------------------------------------------------------- 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