Library/fairlearn
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fairlearn/fairlearn

fairlearn

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

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fairlearn

fairlearn

fairlearn • individual

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2,218

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488

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Created

May 15, 2018

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README Summary

Fairlearn is a Python package designed to help data scientists and machine learning practitioners assess and improve the fairness of their AI models. It provides tools for measuring various fairness metrics and implementing mitigation algorithms to reduce harmful bias in machine learning systems. The package supports both classification and regression scenarios with comprehensive documentation and examples.

AI Dev Skills

Unmapped

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

Tags

Algorithmic FairnessBias Detection and MitigationMachine Learning EthicsResponsible AIStatistical Parity AnalysisEqualized Odds OptimizationFairness-Aware Machine LearningModel Auditing and EvaluationDemographic Parity AssessmentCounterfactual FairnessJupyter NotebooksHealthcare Treatment Recommendation AuditingHR TechHealthcareEducationCriminal Justice Risk Assessment EvaluationHiring Algorithm Fairness AssessmentSelf-hostedInsuranceInsurance Premium Fairness AnalysisFinTechLegal TechCredit Scoring Bias DetectionAI SafetyCloud APITabularEmployment Screening Algorithm AuditingAI GovernanceAI EthicsTrustworthy AIGovernmentAcademic Admission System Bias TestingOn-premisePython

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Recent Activity

Updated 28 days ago

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Quality

production
Quality
high
Maturity
production

Categories

Industry: FinTechPrimaryEvals & BenchmarkingSafety & AlignmentData Science & AnalyticsHealthcare & BiologyFinance & LegalOther AI / ML

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Developer Platform

Languages

Python100.0%

Timeline

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

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