This repository contains the inference and simulation codes accompying the paper: X. Lou, Y. Hu, X. Li, Learning Linear Polytree Structural Equation Model, TMLR, 2025. infer_polytree.py contains the ...
Abstract: We present a consistent and highly scalable local approach to learn the causal structure of a linear Gaussian polytree using data from interventional experiments with known intervention ...
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