counterfactuals

biomedia-mira/deepscm

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

DataForScience/PyData2020

Why And What If: Causal Inference for Everyone

Networks-Learning/counterfactual-llms

Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.

jpmorganchase/cf-shap

Counterfactual SHAP: a framework for counterfactual feature importance

Networks-Learning/counterfactual-explanations-mdp

Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021

marcovirgolin/robust-counterfactuals

Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"

jpmorganchase/cf-shap-facct22

Counterfactual Shapley Additive Explanation: Experiments

piotromashov/baycon

Research project on generation of counterfactuals for eXplainable AI, based on Bayesian Generation

santikka/cfid

cfid: R package for identifying counterfactuals.

benbrastmckie/ModelChecker

A hyperintensional theorem prover for counterfactual conditional, modal, constitutive explanatory, relevance, and extensional operators.

Networks-Learning/counterfactual-continuous-mdp

Code for "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces", NeurIPS 2023.

JHoelli/Semantic-Meaningfulness

Semantic Meaningfulness: Evaluating counterfactual approaches for real world plausibility

cdiego89phd/counterfactuals-generation

Counterfactual text reviews generator

marcovirgolin/CoGS

A baseline genetic algorithm for the discovery of counterfactuals, implemented in Python for ease of use and heavily leveraging NumPy for speed.

nphdang/CCRAL

Classifier with Counterfactual Samples and Active Learning

Saptarshi-Saha-1996/Noise-Abduction-for-Counterfactuals

Repository for On Noise Abduction for Answering Counterfactual Queries: A Practical Outlook

wmonteiro-ai/xmoai

xMOAI 🗿

j1nma/counterfactuals

🔮 Master Thesis for Double Degree for Master in Software Engineering at FH Technikum Wien: Analysis of Counterfactuals with Statistical Inference System

kaivalyar/RealWorldRecourse

Code associated with "Recourse For Humans", presented at the Participatory Approaches to Machine Learning workshop at ICML 2020.

Networks-Learning/controlling-counterfactual-harm-prediction-sets

Code for "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets", NeurIPS 2024.

raam93/DiCE_evaluations

cpdl1997/ifc1_algorithm

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

Harsha2k3/predictive_maintenance_ML_Project

This project utilizes advanced data analysis and machine learning techniques to predict equipment failures before they occur. The goal is to detect anomalies and possible defects in equipment and processes to enable preemptive maintenance, thereby reducing downtime and costs.

henningheyen/ResponsibleAI-Project

This project aims to touch on the most important topics in the field of Responsible AI including bias, fairness, interpretability, error analysis and counterfactuals. Why apply those concepts to the adult dataset

k-randl/self-explaining_llms

Implementation of the paper "Evaluating the Reliability of Self-Explanations in Large Language Models"