Top 5 Python fairness-ai Projects

AIF360

6 2,305 7.3 Python

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.
fairlearn

6 1,792 8.2 Python

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

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

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.
sent_debias

1 54 0.0 Python

[ACL 2020] Towards Debiasing Sentence Representations
EthicML

1 24 9.3 Python

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

1 22 0.0 Python

Open-source toolkit to help companies implement responsible AI workflows.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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).