A Python library aims to determine the Fairness of machine learning datasets
Project description
Overview
Phemus is a software tool aimed to provide fairness assessment and improvement for machine learning datasets.
Credit
This work is based on the technology developed in the following conference proceeding:
title: Automated directed fairness testing}
author: Udeshi, Sakshi and Arora, Pryanshu and Chattopadhyay, Sudipta
booktitle: Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering
pages: 98--108
year: 2018
Liscened by the original authors
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