Software Open Access
damiaanr/fact-ai: Reproduction of (Plumb et al., 2020)
Damiaan J. W. Reijnaers;
Daniël B. van de Pavert;
Giguru Scheuer
This release contains the original code complementing (Plumb et al., 2020), an upgraded version of this code (TensorFlow 2.x) and a rewritten-from-scratch version (PyTorch) of the code with additional datasets and dimensionality reduction algorithms. Please refer to the README in the repository for details.
This repository is organized in three separate folders. The main README guides you through all of them. All three separate folders correspond to a different type of replication of the work by Plumb et al. (2020): the re-used complementary code; the upgraded complementary code; and our from-scratch code. All separate implementations (and folders) contain a README file themselves, with additional information specific to the implementation.
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damiaanr/fact-ai-1.0.0.zip
md5:bafaeffe29c0ae816d88ee514452a6f6 |
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- Publication date:
- April 13, 2021
- DOI:
-
- Keyword(s):
- python,counterfactual explanations,transitive global translations, dimensionality reduction,explainable artificial intelligence
- Related identifiers:
- Supplement to
- License (for files):
- Other (Open)