DiCE: Diverse Counterfactual Explanations for Machine Learning Classifiers

DiCE: A library for generating Diverse Counterfactual Explanations

novembre 2021

DiCE is a Python library that can generate counterfactual explanations for any machine learning classifier. Counterfactual explanations present "what-if" perturbations of the input such that an ML classifier outputs a different class for those perturbations than the original predicted class.…