Top 3 Python fairness-ml Projects

fairlearn

6 1,795 8.0 Python

A Python package to assess and improve fairness of machine learning models.

Project mention: Fairlearn | news.ycombinator.com | 2023-05-31

synthcity

4 351 7.3 Python

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
EthicML

1 24 9.3 Python

Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).