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Projects in Awesome Lists tagged with counterfactuals

A curated list of projects in awesome lists tagged with counterfactuals .

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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: 08 Nov 2024

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: 17 Nov 2024

https://github.com/jhoelli/semantic-meaningfulness

Semantic Meaningfulness: Evaluating counterfactual approaches for real world plausibility

counterfactuals xai-evaluation

Last synced: 12 Nov 2024

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: 17 Nov 2024

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: 17 Nov 2024