fairness-assessment

Here are 12 public repositories matching this topic...

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 Sep 8, 2026
Python

ashryaagr / Fairness.jl

Star

Julia Toolkit with fairness metrics and bias mitigation algorithms

machine-learning julia fairness fairness-ml mlj bias-mitigation fairness-assessment bias-audit

Updated Feb 5, 2024
Julia

wearepal / EthicML

Star

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

data-science machine-learning computer-vision toolkit pytorch fairness ethical-artificial-intelligence machine-bias ethical-data-science fairness-awareness-model algorithmic-fairness fairness-ai fairness-ml responsible-ai fairness-assessment fairness-comparison

Updated Apr 5, 2026
Python

agroportal / fairness

Star

This project is a FAIRness assessment tool for ontologies, vocabularies and semantic resources.

java ontologies fairness-assessment semantic-resources

Updated Jun 4, 2026
Java

VectorInstitute / unbias-plus

Star

Python package that finds biased language in text, explains why, suggests neutral wording, and rewrites the whole text. Use from CLI, API, or Python.

analysis bias-detection fairness-assessment llms-txt

Updated Jul 30, 2026
Python

hharcolezi / ldp-fairness-impact

Star

Repository for the DBSec 2023 paper "(Local) Differential Privacy has NO Disparate Impact on Fairness"

privacy fairness differential-privacy fairness-ml fairness-assessment local-differential-privacy

Updated Jul 31, 2023
Jupyter Notebook

fixouttech / fixout

Star

Algorithmic inspection for trustworthy ML models

Updated May 4, 2025
Python

yromano / fair_dummies

Star

implementation of fair dummies

neural-network regression fairness multiclass-classification conditional-independence prediction-intervals fairness-testing fairness-awareness-model equalized-odds fairness-ml fairness-assessment

Updated Jan 13, 2022
Jupyter Notebook

theresiavr / stairway-to-fairness

Star

This hosts the code and appendix of the RecSys 2025 short paper "Stairway to Fairness: Connecting Group and Individual Fairness"

evaluation recsys recommendation measures fairness fairness-ai fairness-ml fairness-assessment group-fairness llm fairness-metric recommender-system-evaluation recsys2025

Updated Oct 10, 2025
Python

huahuang95 / Data-Ethics

Star

US Income Tax Audit Algorithms

exploratory-data-analysis decision-tree data-ethics fairness-assessment

Updated Aug 14, 2021
Jupyter Notebook

cindysteward / medgemma-counterfactual-audit

Star

Counterfactual fairness audit for MedGemma.

medical-imaging bias ai-safety vlm bias-detection fairness-ai medical-ai fairness-assessment counterfactuals bias-audit llm-evaluation medgemma ai-safety-research counterfactual-fairness bias-fairness

Updated Aug 14, 2026
Python

theresiavr / relevance-aware-item-fairness-measures-recsys

Star

Code accompanying ACM TORS paper "Relevance-aware Individual Item Fairness Measures for Recommender Systems: Limitations and Usage Guidelines" (Accepted in 2025)

metrics evaluation recsys recommendation measures fairness fairness-ai fairness-ml fairness-assessment individual-fairness fairness-metric recommender-system-evaluation

Updated Sep 4, 2025
Jupyter Notebook

Add this topic to your repo

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

Learn more