Topic: counterfactual-explanations Goto Github
Some thing interesting about counterfactual-explanations
Some thing interesting about counterfactual-explanations
counterfactual-explanations,Model Reconstruction from Counterfactual Explanations
User: aivodji
counterfactual-explanations,Code for "Don’t Explain Noise: Robust Counterfactuals for Randomized Ensembles" (CPAIOR 2024)
User: alexforel
Home Page: https://arxiv.org/pdf/2205.14116
counterfactual-explanations,CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
User: andreartelt
counterfactual-explanations,This is the official repository of the paper "CounterNet: End-to-End Training of Counterfactual Aware Predictions".
User: birkhoffg
counterfactual-explanations,A list of research papers of explainable machine learning.
User: birkhoffg
counterfactual-explanations,Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
Organization: cambridge-mlg
counterfactual-explanations,CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
Organization: carla-recourse
counterfactual-explanations,Model Agnostic Counterfactual Explanations
Organization: charmlab
counterfactual-explanations,Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831
Organization: charmlab
counterfactual-explanations,Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorch
User: da2so
counterfactual-explanations,This repository is a curated collection of information (keywords, papers, libraries, books, etc.) about counterfactual explanations🙃
User: daikikatsuragawa
Home Page: https://github.com/daikikatsuragawa/awesome-counterfactual-explanations
counterfactual-explanations,Molecular Explanation Generator
User: danilonumeroso
counterfactual-explanations,Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"
User: divyat09
counterfactual-explanations,Comparing 5 different XAI techniques (LIME, PermSHAP, KernelSHAP, DiCE, CEM) through quantitative metrics. Published at EDM 2022.
Organization: epfl-ml4ed
Home Page: https://arxiv.org/pdf/2207.00551.pdf
counterfactual-explanations,An Open-Source Library for the interpretability of time series classifiers
Organization: fzi-forschungszentrum-informatik
counterfactual-explanations,This repository contains the official code for the CVPR 2023 paper ``Adversarial Counterfactual Visual Explanations''
User: guillaumejs2403
Home Page: https://guillaumejs2403.github.io/projects/ace.html
counterfactual-explanations,Official Code for the ACCV 2022 paper Diffusion Models for Counterfactual Explanations
User: guillaumejs2403
Home Page: https://guillaumejs2403.github.io/projects/dime.html
counterfactual-explanations,Text-to-Image Models for Counterfactual Explanations: a black-box approach Official Code. WACV 2024
User: guillaumejs2403
Home Page: https://guillaumejs2403.github.io/projects/time.html
counterfactual-explanations,Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
User: guillermo-navas-palencia
Home Page: http://gnpalencia.org/optbinning/
counterfactual-explanations,Diffusion-driven Counterfactual Explanation for Functional MRI (https://arxiv.org/abs/2307.09547)
Organization: icon-lab
counterfactual-explanations,Generate Diverse Counterfactual Explanations for any machine learning model.
Organization: interpretml
Home Page: https://interpretml.github.io/DiCE/
counterfactual-explanations,Counterfactual SHAP: a framework for counterfactual feature importance
Organization: jpmorganchase
counterfactual-explanations,Counterfactual Shapley Additive Explanation: Experiments
Organization: jpmorganchase
counterfactual-explanations,A Julia package for modelling Algorithmic Recourse Dynamics.
Organization: juliatrustworthyai
Home Page: http://juliatrustworthyai.github.io/AlgorithmicRecourseDynamics.jl/
counterfactual-explanations,A package for Counterfactual Explanations and Algorithmic Recourse in Julia.
Organization: juliatrustworthyai
Home Page: https://juliatrustworthyai.github.io/CounterfactualExplanations.jl/
counterfactual-explanations,Tensorflow implementation of "Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision"
User: ksoh97
counterfactual-explanations,CFXplorer generates optimal distance counterfactual explanations for a given machine learning model.
User: kyosek
Home Page: https://cfxplorer.readthedocs.io/en/latest/
counterfactual-explanations,Attention-based Counterfactual Explanation for Multivariate Time Series (DaWak 2023)
User: luckilyeee
Home Page: https://link.springer.com/chapter/10.1007/978-3-031-39831-5_26
counterfactual-explanations,The repository contains lists of papers on causality and how relevant techniques are being used to further enhance deep learning era computer vision solutions.
User: maheepchaudhary
counterfactual-explanations,A baseline genetic algorithm for the discovery of counterfactuals, implemented in Python for ease of use and heavily leveraging NumPy for speed.
User: marcovirgolin
counterfactual-explanations,Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"
User: marcovirgolin
counterfactual-explanations,Global Counterfactual Explainer for Graph Neural Networks
User: mertkosan
counterfactual-explanations,Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022
User: mertyg
counterfactual-explanations,Code for "Counterfactual Inference of Second Opinions", UAI 2022
Organization: networks-learning
counterfactual-explanations,Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
Organization: networks-learning
counterfactual-explanations,Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.
Organization: networks-learning
counterfactual-explanations,https://arxiv.org/abs/2102.07355 [WACV Workshops 2022]
User: paritoshparmar
Home Page: https://arxiv.org/abs/2102.07355
counterfactual-explanations,CARE: Coherent Actionable Recourse based on Sound Counterfactual Explanations
User: peymanrasouli
counterfactual-explanations,counterfactual explanations for XGBoost and tree ensemble models - counterfactual reasoning - model interpretability
User: pierreblanchart
counterfactual-explanations,Personal coach to help you obtain desired AI decisions!
Organization: poloclub
Home Page: https://poloclub.github.io/gam-coach/
counterfactual-explanations,Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN
User: prclibo
counterfactual-explanations,Easiest way to generate counterfactual explanations
User: rmazzine
counterfactual-explanations,Official implement of our work: Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations, which is published in ACM TOMM 2022
User: ruoyuchen10
counterfactual-explanations,Local Universal Rule-based Explanations
User: sbobek
Home Page: https://lux-explainer.readthedocs.io
counterfactual-explanations,Generating counterfactual samples for machine learning model with SCM and prototypes.
User: tridungduong16
Home Page: https://multiobj-scm-cf.readthedocs.io/en/latest/
counterfactual-explanations,Introducing the Alien Zoo approach: An experimental framework for evaluating counterfactual explanations for ML
User: ukuhl
counterfactual-explanations,Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.
Organization: unitn-sml
Home Page: https://doi.org/10.1007/s10994-022-06293-7
counterfactual-explanations,A collection of research materials on explainable AI/ML
User: wangyongjie-ntu
counterfactual-explanations,A collection of algorithms of counterfactual explanations.
User: wangyongjie-ntu
Home Page: https://cfai.readthedocs.io/en/latest/
counterfactual-explanations,xMOAI 🗿
User: wmonteiro-ai
Home Page: https://xmoai.readthedocs.io
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