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NeuralCausalModels
NeuralCausalModels PublicNeural Causal Model (NCM) implementation by the authors of The Causal Neural Connection.
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causalai-book
causalai-book PublicA companion for the Causal Artificial Intelligence book.
Repositories
- ProjectedCausalAbstractions Public
Implementation of the "Causal Abstraction Inference under Lossy Representations" paper by the authors.
CausalAILab/ProjectedCausalAbstractions’s past year of commit activity - lges Public
An implementation of the Less Greedy Equivalence Search algorithm for learning causal graphs from observational and interventional data with prior assumptions.
CausalAILab/lges’s past year of commit activity - ListConditionalIndependencies Public
Implementation of the algorithm for listing all conditional independencies implied by a causal model.
CausalAILab/ListConditionalIndependencies’s past year of commit activity - CFA Public
CausalAILab/CFA’s past year of commit activity - NeuralCausalAbstractions Public
Implementation of the "Neural Causal Abstractions" paper by the authors.
CausalAILab/NeuralCausalAbstractions’s past year of commit activity - EqualityConstraints Public
Implementation of the algorithms for finding all equality constraints implied by a causal model.
CausalAILab/EqualityConstraints’s past year of commit activity - NCMCounterfactuals Public
CausalAILab/NCMCounterfactuals’s past year of commit activity
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