loopy-belief-propagation
There are 16 repositories under loopy-belief-propagation topic.
mbforbes/py-factorgraph
Factor graphs and loopy belief propagation implemented in Python
krashkov/Belief-Propagation
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
mcosovic/FactorGraph.jl
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.
scjrobertson/multisensor-lmb-filters
Matlab implementations of various multi-sensor labelled multi-Bernoulli filters
aperezlebel/StereoMatching
Disparity calculation using Loopy Belief Propagation.
JustJoeyGreen/belief_propagation_attack
Implementation of the Belief Propagation Side Channel Attack
clintlombard/stm-mapping
Stochastic Triangular Mesh (STM) Mapping — an online dense mapping technique for mobile robots.
koriavinash1/pgm
Graph: Representation, Learning, and Inference Methods
erstre/loopy_belief_propagation
Matlab implementation of Loopy Belief Propagation algorithm for foreground-background distinction on an image.
NickGeramanis/denoising-inpainting-lbp
Implementation of the loopy belief propagation for denoising and inpainting images.
parthnatekar/Loopy-Belief-Propagation
An implementation of loopy belief propagation for binary image denoising. Both sequential and parallel updates are implemented.
karthik-d/probabilistic-ml-experiments-with-PyStan
Probabilistic modeling using PyStan with demonstrative case study experiments from Christopher Bishop's Model-based Machine Learning.
Af4rinz/pgm-stereo
stereo matching using pgm inference methods
sanjeevg15/loopy-bp-denoise
Denoise a given image using Loopy Belief Propagation
jswu18/approximate-inference
Expectation Maximisation, Variational Bayes, ARD, Loopy Belief Propagation, Gaussian Process Regression
exbibyte/belief
Playground for some learning algorithms on CPU & GPU