A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

Chrome extension to show you the bias of websites you travel to.

Find here the analysis of the data for the experiment when an unconscious preference is happening in real time

The Vivaldy (VerIfication and Validation of Ai-enabLeD sYstems) analysis tool and dashboard allows for automated subgroup performance analysis for AI algorithms.

Using open source NLP apis and sentiment analysis to create a bias detection web extension.

The current main function of this project is to help people with .gaf file analysis.