belief-propagation topic

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.

thadikari

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

JuliaRobotics

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

krashkov

factor graph library

danbar

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

GemsLab

Conditional Associative Logic Memory

CarsonScott

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

ostwalprasad

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

balcilar

Loopy belief propagation for factor graphs on discrete variables in JAX

google-deepmind

PyHGF: A neural network library for predictive coding

ilabcode