#Fairness-ai

Showing 9 of 9 repositories tagged #fairness-ai, ranked by stars

Giskard-AI
Giskard-AI
giskard-oss

๐Ÿข Open-Source Evaluation & Testing library for LLM Agents

Score
100
โ˜… 5.5k โ‘‚ 482 +5/day
Python
Trusted-AI
Trusted-AI
AIF360

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.

Score
100
โ˜… 2.8k โ‘‚ 912 +3/day
Python
fairlearn
fairlearn
fairlearn

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

Score
50
โ˜… 2.3k โ‘‚ 505 +2/day
Python
microsoft
microsoft
responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Score
100
โ˜… 1.8k โ‘‚ 484 โ€”
TypeScript
cvs-health
cvs-health
langfair

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

Score
0
โ˜… 260 โ‘‚ 46 +1/day
Python
ResponsiblyAI
ResponsiblyAI
responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems ๐Ÿ”Ž๐Ÿค–๐Ÿงฐ

Score
0
โ˜… 100 โ‘‚ 22 โ€”
Python
CODAIT
CODAIT
presentations

Talks & Workshops by the CODAIT team

Score
67
โ˜… 52 โ‘‚ 18 โ€”
Jupyter Notebook
microsoft
microsoft
responsible-ai-toolbox-genbit

A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.

Score
33
โ˜… 51 โ‘‚ 13 โ€”
Python
credo-ai
credo-ai
credoai_lens

Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.

Score
0
โ˜… 50 โ‘‚ 12 โ€”
Python
Related Topics
#machine-learning#fairness-ml#responsible-ai#artificial-intelligence#fairness#data-science#ai#python#bias#fairness-testing#jupyter#llm

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