Code to recreate figures and experimental results in "Auditing Fairness by Betting"

Contents

• census_experiments.ipynb contains code to download US census data, train a model, and run experiments.
• credit_default_experiments.ipynb contains code to download the credit default dataset, train a model, and run experiments.
• `plots.ipynb' contains code to produce Figures 1,2,3 and 4 in the paper. (For Figures 3 and 4) the above two notebooks must be run first.)
• `methods.py' contains helper functions.