Official implementation of "Modeling Soft Intervention Effects for Implicit Causal Representation Learning" (Machine Learning, Springer 2026). ICRL-SM learns identifiable causal representations from soft interventions via a causal mechanism switch variable.
representation-learning causal-inference variational-autoencoder identifiability disentanglement pyotrch causal-representation-learning soft-interventions
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Updated
Aug 23, 2026 - Python