Repository contains the derivation of Belief Propagation algorithm from the ground up, as well as generic Java implementation of the Loopy Belief Propagation algorithm.
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Updated
Nov 3, 2016 - Java
Repository contains the derivation of Belief Propagation algorithm from the ground up, as well as generic Java implementation of the Loopy Belief Propagation algorithm.
Conditional Associative Logic Memory
Expectation Particle Belief Propagation code
factor graph library
The algorithm solves the DC state estimation problem in electric power systems using the Gaussian belief propagation over factor graphs.
Probabilistic graphical models home works (MVA - ENS Cachan)
Gaussian belief propagation solver for noisy linear systems with real coefficients and variables.
Implementation of simple block matching, block matching with dynamic programming and Stereo Matching using Belief Propagation algorithm for stereo disparity estimation
Community detection engine for the degree-corrected Stochastic Block Model, using the Belief Propagation algorithm.
Java implementation of the Max-Sum algorithm
Repository for self-teaching of Generative Models and its applications.
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
Repository of UvA's lab exercises for the course "Machine Learning 2" 2019.
Belief-propagation receivers for nonlinear OFDM
implementation of te IEEE paper "Representation Learning and Nature Encoded Fusion Technique for Heterogeneous Sensor Networks "
Inference with Aggregate Data: An Optimal Transport Approach
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