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Updated 10 months ago

slise • Rank 8.0 • Science 31%

Robust regression algorithm that can be used for explaining black box models (Python implementation)

black-box-explanations explain-classifiers explainable-ai explainable-ml interpretable-machine-learning local-explanations machine-learning model-agnostic python research research-paper robust-regression slise slise-algorithm sparse-regression

Updated 10 months ago

contrastiveexplanation • Science 54%

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

contrastive-explanations explainable-ai foil interpretability machine-learning model-agnostic

Updated 10 months ago

slise • Science 31%

Robust regression algorithm that can be used for explaining black box models (R implementation)

black-box-explanations explain-classifiers explainable-ai explainable-ml interpretable-machine-learning local-explanations machine-learning model-agnostic r r-package research research-paper robust-regression slise slise-algorithm sparse-regression

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Open Source Science

slise • Rank 8.0 • Science 31%

contrastiveexplanation • Science 54%

slise • Science 31%