Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University
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Jan 31, 2023 - Python
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contrastive-explanations
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A curated list of awesome contrastive explanation in ML resources
machine-learning awesome deep-learning awesome-list arxiv interpretability explainable-artificial-intelligence interpretable-deep-learning explainable-ai explainable-ml xai interpretable-machine-learning explainability explainable-deepneuralnetwork contrastive-explanations
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Mar 18, 2020
Code used in the paper `Explanatory Paradigms in Neural Networks', published in the Signal Processing Magazine
interpretable-deep-learning explainability counterfactual-explanations contrastive-explanations correlation-explanations
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Mar 1, 2022 - Python
From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein’s Theory of Explanation
philosophy knowledge-graph summarization theory explanation formal-concept-analysis explanations explainable-ai xai contrastive-explanations explanatory-models credit-approval heloc-dataset achinstein-theory-explanation explanatory-ai explanatory-artificial-intelligence
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May 22, 2021 - Python
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