GermanCreditDataset

Dataset class for the German Credit dataset that contains sensitive attributes among feature columns. Source: https://github.com/tailequy/fairness_dataset/blob/main/experiments/data/german_data_credit.csv General description and analysis: https://arxiv.org/pdf/2110.00530.pdf (Section 3.1.3) Broad description: https://archive.ics.uci.edu/dataset/144/statlog+german+credit+data

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