From 6974d434811fd09ac5467794d1dedb1be3c0ae9a Mon Sep 17 00:00:00 2001 From: Rayid Ghani Date: Tue, 26 Mar 2024 09:16:08 -0400 Subject: [PATCH] Update README.md --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index cfdfb7bb..a9cd60f0 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,10 @@ [comment]: <> (Add badges for coverage when we have tests, update repo for other types of badges!) -`aequitas` is an open-source bias auditing and Fair ML toolkit for data scientists, machine learning researchers, and policymakers. The objective of this package is to provide an easy-to-use and transparent tool for auditing predictors, as well as experimenting with Fair ML methods in binary classification settings. +`aequitas` is an open-source bias auditing and Fair ML toolkit for data scientists, machine learning researchers, and policymakers. We provide an easy-to-use and transparent tool for auditing predictors of ML models, as well as experimenting with "correcting biased model" using Fair ML methods in binary classification settings. + +For more context around dealing with bias and fairness issues in AI//ML systems, take a look at our [detailed tutorial](https://dssg.github.io/fairness_tutorial/) and related publications. + > > **Version 1.0.0: Aequitas Flow - Optimizing Fairness in ML Pipelines**