User Guide

Getting Started

• Overview
  • References
• Quickstart
  • Installation
  • Assessing Fairness

User Guides

• Statistical Distances
• Sensitive Attribute Detection
  • Sensitive Attribute Detection
  • Custom Configurations
• Hidden Correlations
  • Sensitive Proxy Detection
  • Correlation Heatmaps
• Visualizing distributions
  • Distribution of Groups
  • Distribution of Groups in a Column
• Fairness Scorer
  • Report Generation
  • Scoring API
• Significance Tests
  • Resampling
  • Intervals and P-Values

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FairLens Overview