AI Fairness 360 documentation

Modules

• Algorithms
  • aif360.algorithms.preprocessing
  • aif360.algorithms.inprocessing
  • aif360.algorithms.postprocessing
  • aif360.algorithms
• Datasets
  • aif360.datasets
• Explainers
  • aif360.explainers
• Fairness Metrics
  • aif360.metrics
  • aif360.metrics.utils

• scikit-learn-Compatible API Reference
  • aif360.sklearn.datasets: Dataset loading functions
    • Utils
    • Loaders
  • aif360.sklearn.metrics: Fairness metrics
    • Meta-metrics
    • Scorers
    • Generic metrics
    • Group fairness metrics
    • Individual fairness metrics
  • aif360.sklearn.detectors: Bias detection methods
    • Bias scan
  • aif360.sklearn.preprocessing: Pre-processing algorithms
    • Pre-processors
    • Meta-Estimator
  • aif360.sklearn.inprocessing: In-processing algorithms
    • In-processors
  • aif360.sklearn.postprocessing: Post-processing algorithms
    • Post-processors
    • Meta-Estimator
  • aif360.sklearn.utils: Utility functions
    • Validation

Indices and tables

• Index
• Module Index
• Search Page