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actual-cause

Here are 5 public repositories matching this topic...

SamuelReyd / CIRCE

Code to generate interpretable explanations in cyber-physical systems.

causality cyber-physical-systems explainable-ai actual-cause explainability complex-adaptive-systems

Updated May 14, 2025
Jupyter Notebook

SamuelReyd / CounterfactualNormality

Code for "In search of 'normality': producing relevant counterfactual explanations for complex behaviors" (ACSOS 2026)

anchor complex-systems normality xai actual-cause explainability counterfactual-explanations

Updated Jun 30, 2026
Python

SamuelReyd / ActualCausesIdentification

Code for the python model `actualcauses` that implements algorithms for HP-causes identification.

causality causation causal-models explainable-ai actual-cause causal-graphs structural-causal-model

Updated Jun 30, 2026
Python

SamuelReyd / RelevantCauseCAS

Code for actual causes filtering based on relevance metrics.

relevance causality causal-models explainable-ai actual-cause explanability relevance-scores

Updated Mar 9, 2026
Jupyter Notebook

SamuelReyd / SearchingForCauses

Code for presenting and evaluating search algorithms for actual causes identification

causality causal-models explainable-ai actual-cause structural-causal-model

Updated Aug 5, 2026
Jupyter Notebook

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