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.

Language: Python - Size: 6.52 MB - Last synced at: 20 days ago - Pushed at: 6 months ago - Stars: 2,580 - Forks: 875

dssg/aequitas

Bias Auditing & Fair ML Toolkit

Language: Python - Size: 978 MB - Last synced at: 8 days ago - Pushed at: 26 days ago - Stars: 720 - Forks: 120

cvs-health/langfair

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

Language: Python - Size: 30.4 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 213 - Forks: 33

ResponsiblyAI/responsibly

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

Language: Python - Size: 33 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 97 - Forks: 22

monk1337/Awesome-Robust-Machine-Learning

A curated list of Robust Machine Learning papers/articles and recent advancements.

Size: 456 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 29 - Forks: 0

valeria-io/bias-in-credit-models

Examples of unfairness detection for a classification-based credit model

Language: Jupyter Notebook - Size: 28.8 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 19 - Forks: 2

h2oai/article-information-2019

Article for Special Edition of Information: Machine Learning with Python

Language: Jupyter Notebook - Size: 333 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 13 - Forks: 3

soarsmu/BiasFinder

BiasFinder | IEEE TSE | Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems

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CDEIUK/bias-mitigation

Machine Learning Bias Mitigation

Language: Jupyter Notebook - Size: 74.4 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 6

joebaumann/FairnessLab

⚖️ A bias audit tool for binary decision-making systems

Language: JavaScript - Size: 45.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

yromano/fair_dummies

implementation of fair dummies

Language: Jupyter Notebook - Size: 2.03 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 4

smaityumich/individual-fairness-testing

Language: Jupyter Notebook - Size: 24 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

Gerardo1909/tpfinal_equidad

Trabajo práctico final de la materia "Equidad en Aprendizaje Automático" de la Licenciatura en Ciencia de Datos (UNSAM). 1C-2025

Language: Jupyter Notebook - Size: 5.67 MB - Last synced at: about 20 hours ago - Pushed at: about 21 hours ago - Stars: 1 - Forks: 0

JoseRuiz01/Bias-FairnessAnalysis

Analysis of Students and Parents Datasets for Bias mitigation and Fairness

Language: Jupyter Notebook - Size: 999 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

moritzvz/ald

Automatic Location of Disparities (ALD) for algorithmic audits.

Language: R - Size: 1.21 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

preyero/multidisciplinary-data-challenge

Data Challenge leading to "A Multidisciplinary Lens of Bias in Hate Speech" (ASONAM 2023)

Language: Jupyter Notebook - Size: 20.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

anaolicosta/CrossroadNuSMV

NuSMV models for traffic lights controlling a crossing of two one-way roads.

Size: 4.88 KB - Last synced at: 6 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Aleksbgbg/Doggo-Quest-Simulation

Simulate different outcomes and the probability of each player winning, in our team's game, 'Doggo Quest', during the King card game challenge.

Language: Python - Size: 23.4 KB - Last synced at: about 6 hours ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0