trusted-ai/aif360A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
https://archive.ics.uci.edu/ml/datasets/Statlog+%28German+Credit+Data%29
This dataset classifies people described by a set of attributes as good or bad credit risks. File used is german.data consisting of 1000 instances and 20 features.
Detailed description of the dataset is provided in german.doc.
Download the following files and place them as-is in the current folder
