Metadata-Version: 2.1
Name: fairxplainer
Version: 0.1.0
Summary: A Python package for explaining bias in machine learning models
Home-page: https://github.com/ReAILe/bias-explainer
Download-URL: https://github.com/ReAILe/bias-explainer/archive/v0.1.0.tar.gz
Author: Bishwamittra Ghosh
Author-email: bishwamittra.ghosh@gmail.com
License: MIT
Keywords: Fair Machine Learning,Bias,Explainability,Global Sensitivity Analysis,Variance Decomposition,Influence Functions
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.7
Description-Content-Type: text/markdown
License-File: LICENSE

# Fairness Influence Functions



## Python dependencies
`pip install -r requirements.txt`

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