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Search results for message passing belief propagation

belief-propagation x

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6 search results found

factor graph library

Ldpc_decoders ⭐ 22

Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-sum and sum-product) and a few other decoders.

Linear Gaussian Bayesian Networks - Inference, Parameter Learning and Representation. 🖧

Belief Propagation ⭐ 17

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

Factorgraph.jl ⭐ 17

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.

Community detection engine for the degree-corrected Stochastic Block Model, using the Belief Propagation algorithm.

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