Pytorch, Pytorch Lightning, AI, Machine Learning, Causal Inference.
flows and variational inference to enable tractable inference of exogenous noise variables — a crucial step for counterfactual inference that is missing from existing deep causal learning methods. The framework is validated on a synthetic dataset built on MNIST as well as on a real-world medical