Top 7 Python responsible-ai Projects

fairlearn

6 1,830 7.9 Python

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

2 1,337 5.9 Python

moDel Agnostic Language for Exploration and eXplanation
Scout Monitoring

www.scoutapm.com featured

Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
PyRIT

2 1,379 9.3 Python

The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in their generative AI systems. (by Azure)

Project mention: FLaNK 04 March 2024 | dev.to | 2024-03-04

langtest

3 461 9.9 Python

Deliver safe & effective language models

Project mention: LangTest: Deliver Safe & Effective Language Models | /r/Python | 2023-11-04

model-card-toolkit

1 404 5.4 Python

A toolkit that streamlines and automates the generation of model cards
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.
InfluxDB

www.influxdata.com featured

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.

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).

Index

What are some of the best open-source responsible-ai projects in Python? This list will help you:

	Project	Stars
1	fairlearn	1,830
2	DALEX	1,337
3	PyRIT	1,379
4	langtest	461
5	model-card-toolkit	404
6	EthicML	24
7	verifyml	22