LawSchoolDataset

Dataset class for the Law School dataset that contains sensitive attributes among feature columns. Source: https://github.com/tailequy/fairness_dataset/blob/main/experiments/data/law_school_clean.csv Description: https://arxiv.org/pdf/2110.00530.pdf

Parameters

• subsample_size (int) – defaults to None

  Subsample size to create based on the input dataset

• subsample_seed (int) – defaults to None

  Seed for sampling using the sample() method from pandas

• dataset_path – defaults to None

  [Optional] Path to a file with the data