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
Subpackages
dice_ml.data_interfaces package
dice_ml.explainer_interfaces package
dice_ml.model_interfaces package
dice_ml.schema package
Module contents
dice_ml.utils package
Submodules
dice_ml.constants module
dice_ml.counterfactual_explanations module
dice_ml.data module
dice_ml.dice module
dice_ml.diverse_counterfactuals module
dice_ml.model module
Module contents
DiCE
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dice_ml package
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dice_ml.schema package
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dice_ml.schema package
Module contents