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dssg/aequitas

aequitas

Bias Auditing & Fair ML Toolkit

View on GitHub↗Upstream dssg/aequitas↗

Builder

dssg

dssg

dssg • individual

Stars

760

Using upstream star count

Forks

124

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Feb 13, 2018

Project creation date

README Summary

*Aequitas*: Bias Auditing & "Correction" Toolkit [![](https://pepy.tech/badge/aequitas)](https://pypi.org/project/aequitas/) [![License: MIT](https://badgen.net/pypi/license/aequitas)](https://github.com/dssg/aequitas/blob/master/LICENSE) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/python/black) [comment]: <> (Add badges for coverage when we have tests, update repo for other types of badges!) `aequitas` is an open-source bias a

Community Evaluation

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AI Dev Skills

Unmapped

Algorithmic FairnessBias Detection and MitigationClassification Performance AnalysisDemographic Parity AssessmentEqualized Odds EvaluationGroup Fairness MetricsMachine Learning Model AuditingStatistical Parity Analysis

Tags

Algorithmic FairnessBias Detection and MitigationClassification Performance AnalysisDemographic Parity AssessmentEqualized Odds EvaluationGroup Fairness MetricsMachine Learning Model AuditingStatistical Parity AnalysisData ScienceForkedJupyterMLOpsMachine LearningPandasPythonResearch / PapersTutorial

Taxonomy

AI Trends

AI SafetyResponsible AIAlgorithmic AccountabilityAI Ethics

category

Data Science & AnalyticsMLOps & InfrastructureLearning Resources

Deployment Context

Self-hostedOn-premise

Industries

FinTechHealthcareLegal TechHR TechGovernmentInsuranceCriminal Justice

Modalities

Tabular

Skill Areas

Algorithmic FairnessBias Detection and MitigationMachine Learning Model AuditingStatistical Parity AnalysisDemographic Parity AssessmentEqualized Odds EvaluationClassification Performance AnalysisGroup Fairness Metrics

tag

Data ScienceForkedJupyterMLOpsMachine LearningPandasPythonResearch / PapersTutorial

Use Cases

ML Model Bias AuditingFairness Assessment in Hiring AlgorithmsCredit Scoring Bias DetectionRecidivism Prediction FairnessHealthcare Algorithm Equity AnalysisRegulatory Compliance Reporting

Recent Activity

Updated 4 months ago

7 Days

0

30 Days

0

90 Days

0

Update dependencies (#213)

Ines Oliveira e Silva • Feb 3, 2026

9ecd0b6

Fixed column name in README and Audit (#214)

Ines Oliveira e Silva • Feb 2, 2026

2b66d73

Quality

beta
Quality
medium
Maturity
beta

Categories

Data Science & AnalyticsPrimaryMLOps & InfrastructureLearning ResourcesML Platform & InfrastructureSearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

Project created
Feb 13, 2018
Forked
Mar 22, 2026
Your last push
4 months ago
Upstream last push
22 days ago
Tracked since
Feb 3, 2026

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