A Python toolkit, humancompatible.detect, finds the most biased subgroups and tests specified subgroups against a threshold using MSD and subsampled ℓ∞ distances.
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humancompatible.detect: a Python Toolkit for Detecting Bias in AI Models
A Python toolkit, humancompatible.detect, finds the most biased subgroups and tests specified subgroups against a threshold using MSD and subsampled ℓ∞ distances.