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Search results for machine learning counterfactual explanations
counterfactual-explanations
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machine-learning
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11 search results found
Dice
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1,257
Generate Diverse Counterfactual Explanations for any machine learning model.
Carla
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216
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
Counterfactualexplanations.jl
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92
A package for Counterfactual Explanations and Algorithmic Recourse in Julia.
Ceml
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35
CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
Clue
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31
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
Mace
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29
Model Agnostic Counterfactual Explanations
Recourse
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12
Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831
Gam Coach
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11
Personal coach to help you obtain desired AI decisions!
Counterfactual Explanations Mdp
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7
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
Explainable Ml Papers
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5
A list of research papers of explainable machine learning.
Cf Shap
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5
Counterfactual SHAP: a framework for counterfactual feature importance
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