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fairlearn/fairlearn

fairlearn

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

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Builder

fairlearn

fairlearn

fairlearn • individual

Stars

2,244

Using upstream star count

Forks

503

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 15, 2018

Project creation date

README Summary

Fairlearn is a Python package that empowers developers of artificial intelligence (AI) systems to assess their system's fairness and mitigate any observed unfairness issues. Fairlearn contains mitigation algorithms as well as metrics for model assessment. Besides the source code, this repository also contains Jupyter notebooks with examples of Fairlearn usage.

Community Evaluation

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AI Dev Skills

Unmapped

Algorithmic FairnessBias Detection and MitigationCounterfactual FairnessDemographic Parity AssessmentEqualized Odds OptimizationFairness-Aware Machine LearningMachine Learning EthicsModel Auditing and EvaluationResponsible AIStatistical Parity Analysis

Tags

Algorithmic FairnessBias Detection and MitigationCounterfactual FairnessDemographic Parity AssessmentEqualized Odds OptimizationFairness-Aware Machine LearningMachine Learning EthicsModel Auditing and EvaluationResponsible AIStatistical Parity AnalysisAPIData ScienceForkedPythonSecurityTutorial

Taxonomy

AI Trends

AI SafetyResponsible AIAI EthicsAI GovernanceTrustworthy AI

category

Dev Tools & AutomationLearning ResourcesSecurity & SafetyData Science & Analytics

Deployment Context

Self-hostedOn-premiseCloud APIJupyter Notebooks

Industries

FinTechHealthcareLegal TechHR TechInsuranceGovernmentEducation

Modalities

Tabular

Skill Areas

Algorithmic FairnessBias Detection and MitigationMachine Learning EthicsResponsible AIStatistical Parity AnalysisEqualized Odds OptimizationFairness-Aware Machine LearningModel Auditing and EvaluationDemographic Parity AssessmentCounterfactual Fairness

tag

APIData ScienceForkedPythonSecurityTutorial

Use Cases

Credit Scoring Bias DetectionHiring Algorithm Fairness AssessmentHealthcare Treatment Recommendation AuditingCriminal Justice Risk Assessment EvaluationInsurance Premium Fairness AnalysisAcademic Admission System Bias TestingEmployment Screening Algorithm Auditing

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

2

MNT Fix DataFrame fragmentation PerformanceWarning in reductions module (#1631)

BALOGUN DAVID TAIWO • Mar 16, 2026

0173555

Bump black from 24.4.2 to 26.3.1 (#1633)

dependabot[bot] • Mar 13, 2026

867835d

FIX representation learner degenerate sensitive features (#1626)

BALOGUN DAVID TAIWO • Feb 28, 2026

53e022f

Quality

production
Quality
high
Maturity
production

Categories

Dev Tools & AutomationPrimaryLearning ResourcesSecurity & SafetyData Science & Analytics

PM Skills

Data & EvaluationDeveloper Platform

Languages

Python100.0%

Timeline

Project created
May 15, 2018
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
23 days ago
Tracked since
Mar 16, 2026

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