Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: algorithmic-recourse
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: 5 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0
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: 22 days ago - Pushed: over 1 year ago - Stars: 32 - Forks: 5
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: 21 days ago - Pushed: 3 months ago - Stars: 25 - Forks: 3
hanxiao0607/RootCLAM
RootCLAM: On Root Cause Localization and Anomaly Mitigation through Causal Inference (CIKM 2023)
Language: Python - Size: 92 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 0
marti5ini/time-car
Python implementation of the work "The importance of Time in Causal Algorithmic Recourse"
Language: Jupyter Notebook - Size: 245 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0
BirkhoffG/ReLax 📦
Recourse Explanation Library in JAX
Language: Jupyter Notebook - Size: 15.7 MB - Last synced: about 2 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 1
kyosek/CFXplorer
CFXplorer generates optimal distance counterfactual explanations for a given machine learning model.
Language: Python - Size: 982 KB - Last synced: 17 days ago - Pushed: 4 months 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: 10 months ago - Pushed: about 1 year ago - Stars: 7 - Forks: 1
jpmorganchase/cf-shap-facct22
Counterfactual Shapley Additive Explanation: Experiments
Language: Jupyter Notebook - Size: 1.33 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 3
JuliaTrustworthyAI/AlgorithmicRecourseDynamics.jl
A Julia package for modelling Algorithmic Recourse Dynamics.
Language: TeX - Size: 214 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 4 - Forks: 0
unitn-sml/recourse-fare
(Explainable) Algorithmic Recourse with Reinforcement Learning and MCTS (FARE and E-FARE)
Language: Python - Size: 1.85 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0
VinAIResearch/robust-bayesian-recourse
Robust Bayesian Recourse: a robust model-agnostic algorithmic recourse method (UAI'22)
Language: Python - Size: 5.01 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0
pat-alt/endogenous-macrodynamics-in-algorithmic-recourse
Repository for "Endogenous Macrodynamics in Algorithmic Recourse" (Altmeyer et al., 2023)
Language: HTML - Size: 111 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - 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: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0
jpmorganchase/cf-shap
Counterfactual SHAP: a framework for counterfactual feature importance
Language: HTML - Size: 713 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 2