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Top 2 loopy-belief-propagation open source projects

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

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julia dynamical-systems linear-systems kahan-summation state-estimation message-passing sum-product belief-propagation gaussian-distribution tree-graph factor-graph loopy-belief-propagation noisy-data fast-algorithm random-variables ill-conditioned inference-algorithms forward-backward-algorithm aging-model

Belief-Propagation

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

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Jupyter Notebook HTML graph-algorithms graphical-models message-passing sum-product belief-propagation factor-graph loopy-belief-propagation max-product

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