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
Generate feasible counterfactual explanations using a VAE
Adding feasibility constraints
Package:
dice_ml package
DiCE
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