counterfactuals

Counterfactual Explanations

CRAN Package

Modular and unified R6-based interface for counterfactual explanation methods. The following methods are currently implemented: Burghmans et al. (2022) , Dandl et al. (2020) and Wexler et al. (2019) . Optional extensions allow these methods to be applied to a variety of models and use cases. Once generated, the counterfactuals can be analyzed and visualized by provided functionalities.


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  • Depends1 package
  • Imports8 packages
  • Suggests25 packages