counterfactuals

Modular and unified R6-based interface for counterfactual explanation methods. The following methods are currently implemented: Burghmans et al. (2022) doi:10.48550/arXiv.2104.07411, Dandl et al. (2020) doi:10.1007/978-3-030-58112-1_31 and Wexler et al. (2019) doi:10.1109/TVCG.2019.2934619. 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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