DiCE

Getting Started:

  • Diverse Counterfactual Explanations (DiCE) for ML

Notebooks:

  • Quick introduction to generating counterfactual explanations using DiCE
  • Estimating local and global feature importance scores using DiCE
  • Generating counterfactuals for multi-class classification and regression models
  • Regression
  • Generating counterfactual explanations with any ML model
  • Generating counterfactual explanations without access to training data
  • Advanced options to customize Counterfactual Explanations

Package:

  • dice_ml package
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