fairlib

Tutorials & Explanations

  • fairlib Quick-start
  • Interactive Demos
  • Adding Customized Datasets
  • Adding Customized Evaluation Metrics
  • Adding Customized NN Architecture
  • Adding Customized Debiasing Methods

Component Reference

  • Benchmark Datasets
  • Bias Detection
  • Bias Mitigation
  • Hyperparameter Tuning

Scripts Reference

  • fairlib Cheat Sheet
  • Analysis Robustness to Label Distribution

API Reference

  • Analysis Module
  • Evaluator Module
  • DataLoader Module
  • Network Module
  • Debiasing Module
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