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GitHub topics: algorithmic-recourse

hanxiao0607/RootCLAM

RootCLAM: On Root Cause Localization and Anomaly Mitigation through Causal Inference (CIKM 2023)

Language: Python - Size: 92 MB - Last synced at: 8 days ago - Pushed at: 21 days ago - Stars: 14 - Forks: 1

pat-alt/endogenous-macrodynamics-in-algorithmic-recourse

Repository for "Endogenous Macrodynamics in Algorithmic Recourse" (Altmeyer et al., 2023)

Language: HTML - Size: 112 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

BirkhoffG/ReLax 📦

Recourse Explanation Library in JAX

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

marti5ini/time-car

Python implementation of the work "The importance of Time in Causal Algorithmic Recourse"

Language: Jupyter Notebook - Size: 248 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

Networks-Learning/strategic-decisions

Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.

Language: Jupyter Notebook - Size: 5.94 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 5

VinAIResearch/robust-bayesian-recourse

Robust Bayesian Recourse: a robust model-agnostic algorithmic recourse method (UAI'22)

Language: Python - Size: 5.02 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1

charmlab/recourse

Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831

Language: Python - Size: 1.14 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 34 - Forks: 5

cpdl1997/ifc1_algorithm

This is the repository code for IFC1 - A novel algorithm to generate algorithmic recourse keeping in mind user preference

Language: Python - Size: 2.98 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

JuliaTrustworthyAI/AlgorithmicRecourseDynamics.jl

A Julia package for modelling Algorithmic Recourse Dynamics.

Language: TeX - Size: 214 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

drobiu/recourse_analysis

Framework allowing users to easily set up, execute and visualize counterfactual explanation experiments on ML models.

Language: Jupyter Notebook - Size: 6.88 MB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kyosek/CFXplorer

CFXplorer generates optimal distance counterfactual explanations for a given machine learning model.

Language: Python - Size: 982 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1

unitn-sml/syn-interventions-algorithmic-recourse

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.

Language: Python - Size: 3.32 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 1

jpmorganchase/cf-shap-facct22

Counterfactual Shapley Additive Explanation: Experiments

Language: Jupyter Notebook - Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 3

unitn-sml/recourse-fare

(Explainable) Algorithmic Recourse with Reinforcement Learning and MCTS (FARE and E-FARE)

Language: Python - Size: 1.85 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

duynht/robust-bayesian-recourse

Robust Bayesian Recourse: a robust model-agnostic algorithmic recourse method (UAI'22)

Language: Python - Size: 5.01 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

jpmorganchase/cf-shap

Counterfactual SHAP: a framework for counterfactual feature importance

Language: HTML - Size: 713 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2