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Search results for counterfactual explanations
counterfactual-explanations
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24 search results found
Dice
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1,257
Generate Diverse Counterfactual Explanations for any machine learning model.
Awesome Explainable Ai
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1,208
A collection of research materials on explainable AI/ML
Optbinning
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396
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
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.
Tsinterpret
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83
An Open-Source Library for the interpretability of time series classifiers
Causation Incomputervision
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56
The repository contains lists of papers on causality and how relevant techniques are being used to further enhance deep learning era computer vision solutions.
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
Debug Mistakes Cce
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29
Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022
Strategic Decisions
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24
Code and data for decision making under strategic behavior
Recourse
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12
Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831
Meg
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12
Molecular Explanation Generator
Gam Coach
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11
Personal coach to help you obtain desired AI decisions!
Dime
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9
Official Code for the ACCV 2022 paper Diffusion Models for Counterfactual Explanations
Syn Interventions Algorithmic Recourse
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7
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.
Counterfactual Explanations Mdp
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7
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
Cfai
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7
A collection of algorithms of counterfactual explanations.
Counterfactual Explanation Based On Gradual Construction For Deep Networks
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6
Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorch
Robust Counterfactuals
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6
Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"
Gcfexplainer
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6
Global Counterfactual Explainer for Graph Neural Networks
Cf Shap
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5
Counterfactual SHAP: a framework for counterfactual feature importance
Explainable Ml Papers
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5
A list of research papers of explainable machine learning.
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1-24 of 24 search results
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