Add a causal representation learning example #515
Labels
examples
good first issue
Good for newcomers
help wanted
Extra attention is needed
module:counterfactual
See"Causal Representation Learning from Multiple Distributions: A General Setting" for one description of the problem setup in the case of purely observational data. Implementing the approach in Section 4 of the paper and reproducing the toy experiments in Section 4.4 might be a good target for an example.
An alternative source for an example in the case of interventional data is "Nonparametric Identifiability of Causal Representations from Unknown Interventions".
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