semvec/pypi-packages huggingface dataset:
fairxplainer 0.4.0
A Python package for explaining bias in machine learning models
License: MIT
Keywords: Fair Machine Learning,Bias,Explainability,Global Sensitivity Analysis,Variance Decomposition,Influence Functions

# Fairness Influence Functions
A Python package for explaining bias in machine learning models based on global sensitivity analysis. Read the [paper](https://arxiv.org/pdf/2206.00667.pdf).

## Install
`pip install fairxplainer`

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

## Usage
See Python notebook in this [folder](doc/).

## Contact
[Bishwamittra Ghosh](https://bishwamittra.github.io/) (bghosh@u.nus.edu)