#

fairness-ai

Here are 174 public repositories matching this topic...

giskard-oss

Giskard-AI / giskard-oss

🐢 Open-Source Evaluation & Testing library for LLM Agents

ai-security mlops fairness-ai responsible-ai ml-validation red-team-tools trustworthy-ai ml-testing llm ai-red-team ai-testing llmops llm-security llm-eval llm-evaluation rag-evaluation agent-evaluation

Updated Feb 9, 2026
Python

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.

Updated Nov 13, 2025
Python

fairlearn / fairlearn

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

machine-learning ai artificial-intelligence fairness ai-systems fairness-ai fairness-ml responsible-ai unfairness-mitigation fairness-assessment harms group-fairness

Updated Feb 8, 2026
Python

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.

Updated Feb 6, 2026
TypeScript

cvs-health / langfair

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

python ai artificial-intelligence bias fairness ai-safety fairness-testing bias-detection fairness-ai fairness-ml responsible-ai ethical-ai large-language-models llm llm-evaluation llm-evaluation-framework llm-evaluation-metrics

Updated Jan 9, 2026
Python

dccuchile / wefe

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

nlp library word-embeddings python3 nlp-library bias-reduction bias-detection fairness-ai fairness-ml word-embedding-evaluation word-embedding-fairness

Updated Nov 24, 2025
Python

linkedin / LiFT

The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.

machine-learning scala spark linkedin fairness fairness-ai fairness-ml

Updated Dec 19, 2025
Scala

AthenaCore / AwesomeResponsibleAI

A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity models, newsletters, principles, podcasts, regulations, reports, responsible scale policies, tools and standards related to Responsible, Trustworthy, and Human-Centered AI.

ai awesome-list ai-safety interpretable-ai explainable-ai xai ai-alignment fairness-ai responsible-ai human-centered-ai ethical-ai trustworthy-ai ai-regulation ai-governance ai-standards

Updated Feb 6, 2026

ResponsiblyAI / responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

python data-science machine-learning natural-language-processing audit artificial-intelligence bias fairness bias-finder ethics bias-correction machine-bias bias-reduction fairness-testing fairness-awareness-model fairness-ai fairness-ml

Updated Nov 17, 2023
Python

microsoft / SafeNLP

Safety Score for Pre-Trained Language Models

nlp ai-safety fairness-ai

Updated Oct 18, 2023
Python

brandeis-machine-learning / awesome-ml-fairness

Papers and online resources related to machine learning fairness

machine-learning awesome papers research-paper fairness fairness-ai fairness-ml trustworthy-machine-learning human-ai-interaction

Updated May 11, 2023

aws / amazon-sagemaker-clarify

Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.

machine-learning fairness fairness-ai fairness-ml

Updated Apr 4, 2025
Python

firmai / ml-fairness-framework

FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)

contrastive counterfactual explainable-ai explainable-ml xai interpretable-machine-learning fairness-ai aif360 fairness-ml alibi prototypical aix360 fairness-indicators

Updated Oct 20, 2021
Jupyter Notebook

inFairness

IBM / inFairness

PyTorch package to train and audit ML models for Individual Fairness

machine-learning pytorch fairness fairness-ai responsible-ai trustworthy-machine-learning individual-fairness

Updated Sep 17, 2025
Python

influenciae

deel-ai / influenciae

👋 Influenciae is a Tensorflow Toolbox for Influence Functions

outlier-detection explainable-ai influence-functions fairness-ai explainability misclassification

Updated Feb 6, 2026
Python

pliang279 / sent_debias

[ACL 2020] Towards Debiasing Sentence Representations

machine-learning natural-language-processing representation-learning fairness-ai

Updated Nov 21, 2022
Python

pliang279 / LM_bias

[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models

machine-learning natural-language-processing language-model fairness-ai

Updated Nov 2, 2022
Python

fidelity / jurity

[ACM 2024] Jurity: Fairness & Evaluation Library

machine-learning metrics evaluation recommenders fairness-ai

Updated Oct 11, 2024
Python

CODAIT / presentations

Talks & Workshops by the CODAIT team

open-source data-science machine-learning deep-learning presentations fairness-ai fairness-ml

Updated Mar 22, 2021
Jupyter Notebook

microsoft / responsible-ai-toolbox-genbit

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

data-science machine-learning natural-language-processing jupyter natural-language gender gender-bias fairness-ai fairness-ml fairnness

Updated Aug 20, 2024
Python

Improve this page

Add a description, image, and links to the fairness-ai topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the fairness-ai topic, visit your repo's landing page and select "manage topics."