Projects in Awesome Lists tagged with counterfactuals
A curated list of projects in awesome lists tagged with counterfactuals .
https://github.com/carla-recourse/carla
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
artificial-intelligence benchmark benchmarking counterfactual counterfactual-explanations counterfactuals explainability explainable-ai explainable-ml machine-learning python pytorch recourse tensorflow tensorflow2
Last synced: 05 Apr 2025
https://github.com/networks-learning/counterfactual-explanations-mdp
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
cognitive-therapy counterfactual-explanations counterfactuals explainable-ai explainable-ml machine-learning markov-deci mdp sequential-decision-making-problems
Last synced: 23 Apr 2025
https://github.com/networks-learning/counterfactual-llms
Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.
counterfactuals llama3 llama3-8b llm mistral mistral-small sampling-methods token-generation
Last synced: 14 Apr 2025
https://github.com/santikka/cfid
cfid: R package for identifying counterfactuals.
causal-inference causal-models causality-algorithms counterfactual counterfactuals directed-acyclic-graph identifiability
Last synced: 08 Apr 2025
https://github.com/networks-learning/counterfactual-continuous-mdp
Code for "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces", NeurIPS 2023.
causality counterfactuals decision-making decision-making-under-uncertainty explainable-ai explainable-ml machine-learning markov-decision-processes
Last synced: 23 Apr 2025
https://github.com/jhoelli/semantic-meaningfulness
Semantic Meaningfulness: Evaluating counterfactual approaches for real world plausibility
counterfactuals xai-evaluation
Last synced: 30 Apr 2025
https://github.com/networks-learning/controlling-counterfactual-harm-prediction-sets
Code for "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets", NeurIPS 2024.
causality conformal-prediction counterfactuals decision-support decision-support-system harm human-ai-teaming prediction-sets
Last synced: 11 Mar 2025