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counterfactuals: Counterfactual Explanations
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.
Getting started
Browse package contents
Package details |
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| Author | Susanne Dandl [aut, cre] (<https://orcid.org/0000-0003-4324-4163>), Andreas Hofheinz [aut], Martin Binder [ctb], Giuseppe Casalicchio [ctb] |
| Maintainer | Susanne Dandl <dandls.datascience@gmail.com> |
| License | LGPL-3 |
| Version | 0.1.6 |
| URL | https://github.com/dandls/counterfactuals |
| Package repository | View on CRAN |
| Installation |
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