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20 search results found

Loopy belief propagation for factor graphs on discrete variables in JAX

Incrementalinference.jl ⭐ 72

Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.

factor graph library

PyHGF: A graph neural network library for predictive coding

Conditional Associative Logic Memory

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

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.

Comparison Of Disparity Estimation Algorithms ⭐ 20

Implementation of simple block matching, block matching with dynamic programming and Stereo Matching using Belief Propagation algorithm for stereo disparity estimation

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.

Java Belief Propagation ⭐ 10

Repository contains the derivation of Belief Propagation algorithm from the ground up, as well as generic Java implementation of the Loopy Belief Propagation algorithm.

Expectation Particle Belief Propagation code

Mcbook_individual Collective_graphmining ⭐ 7

Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"

Streamline Vi Csp ⭐ 7

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

Binarycommitteemachinefbp.jl ⭐ 5

Focusing Belief Propagation on Commitee machines with binary weights

Generative Models ⭐ 5

Repository for self-teaching of Generative Models and its applications.

Loopy Belief Propagation Using Cuda ⭐ 5

An implementation of the Loopy Belief Propagation algorithm using CUDA

Belief_propagation_dc_state_estimation ⭐ 5

The algorithm solves the DC state estimation problem in electric power systems using the Gaussian belief propagation over factor graphs.

Related Searches

Algorithms Belief Propagation (10)

Python Belief Propagation (9)

Factor Graph Belief Propagation (7)

Belief Propagation Sum Product (6)

Julia Belief Propagation (6)

C Plus Plus Belief Propagation (6)

Message Passing Belief Propagation (5)

Graph Belief Propagation (5)

Jupyter Notebook Belief Propagation (5)

Matlab Belief Propagation (4)

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