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MADBayes is a Python library about Bayesian Networks.
Implementation of exact inference on Bayesian Network using Junction Trees in Python
An optimized algorithm to calculate a minimal tree decomposition (aka junction tree, clique tree) of a graph
This R-package is for learning the structure of the type of graphical models called t-cherry trees from data. The structure is determined either directly from data or by increasing the order of a lower order t-cherry tree.