Responsible AI Mitigations

Overview

  • Installation guide
  • Getting Started
  • How this library works with the Responsible AI Toolbox
  • API reference
  • Gallery

Modules

  • DataProcessing
  • DataBalanceAnalysis
  • Cohort
    • API
    • Examples
      • Tutorials
      • Cohort Case Studies
        • Cohort Case Study 1
        • Cohort Case Study 1 - Rebalancing
        • Cohort Case Study 1 - Using RAI ErrorAnalysis
        • Cohort Case Study 2
        • Cohort Case Study 3
        • Moving Cohorts from raimitigations to raiwidgets (and vice versa)
        • Decoupled Classifiers Case Study 1
        • Decoupled Classifiers Case Study 2
        • Decoupled Classifiers Case Study 3
  • Utils
Responsible AI Mitigations
  • Cohort
  • Cohort Case Studies
  • Edit on GitHub

Cohort Case Studies

Here is a set of case study scenarios where we use the CohortManager class and the DecoupledClass class.

Cohort Case Study 1
Cohort Case Study 1 - Rebalancing
Cohort Case Study 1 - Using RAI ErrorAnalysis
Cohort Case Study 2
Cohort Case Study 3
Moving Cohorts from raimitigations to raiwidgets (and vice versa)
Decoupled Classifiers Case Study 1
Decoupled Classifiers Case Study 2
Decoupled Classifiers Case Study 3
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