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.
Jump right in and begin using FairLens. Learn how to identify and measure different kinds of biases in your datasets.
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.
Saw a typo in the documentation? Want to improve existing functionalities? The contributing guidelines will guide you through the process of improving FairLens.