FairLens is a tool to help people assess the fairness of datasets and models in machine learning.

Fairness and Bias

Learn more about fairness and bias in data science and machine learning, and how we measure it in FairLens.

User Guide

Jump right in and begin using FairLens. Learn how to identify and measure different kinds of biases in your datasets.

API reference

The reference guide contains a detailed description of the FairLens API. The reference describes how the methods work and which parameters can be used. It assumes that you have an understanding of the key concepts.