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Fairness Influence Functions

A Python package for explaining bias in machine learning models based on global sensitivity analysis. Read the paper.

Install

pip install fairxplainer

Other supported libraries can be installed using pip install -r requirements.txt.

Usage

See Python notebook in this folder.

Contact

Bishwamittra Ghosh (bghosh@u.nus.edu)

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0.4.0 This release

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