belief-propagation

There are 6 repositories under belief-propagation topic.

krashkov / Belief-Propagation
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
belief-propagation factor-graph graph-algorithms graphical-models loopy-belief-propagation max-product message-passing sum-product
Language:Jupyter Notebook 138
google-deepmind / PGMax
Loopy belief propagation for factor graphs on discrete variables in JAX
bayesian-inference belief-propagation jax python
Language:Python 120
JuliaRobotics / IncrementalInference.jl
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
factor-graphs bayes bayes-tree inference slam robotics optimization sum-product belief-propagation isam nonparametric parametric multi-modal julia-language state-estimation multi-hypothesis caesar bayes-network filtering-algorithm chapman-kolmogorov
Language:Julia 72
danbar / fglib
factor graph library
python factor-graph message-passing sum-product belief-propagation
Language:Python 62
balcilar / Comparison-of-Disparity-Estimation-Algorithms
Implementation of simple block matching, block matching with dynamic programming and Stereo Matching using Belief Propagation algorithm for stereo disparity estimation
image-processing stereo-vision disparity-map belief-propagation
Language:MATLAB 56
ilabcode / pyhgf
PyHGF: A neural network library for predictive coding
bayesian-inference computational-psychiatry reinforcement-learning active-inference bayesian-filter predictive-coding hierarchical-gaussian-filter belief-propagation jax graph-neural-networks state-space-model neural-networks probabilistic-graphical-models
Language:Python 36
ostwalprasad / LGNpy
Linear Gaussian Bayesian Networks - Inference, Parameter Learning and Representation. 🖧
bayesian-network gaussian-graphical-models graphical-models linear-gaussian-networks message-passing belief-propagation gaussian-bayesian-networks gaussian-belief-propagation gabp
Language:Python 34
thadikari / ldpc_decoders
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.
ldpc admm rateless-codes error-correcting-codes belief-propagation factor-graph graph-algorithms message-passing min-sum sum-product scipy
Language:Python 32
mcosovic / Belief_Propagation_DC_State_Estimation
The algorithm solves the DC state estimation problem in electric power systems using the Gaussian belief propagation over factor graphs.
power-systems state-estimation belief-propagation factor-graph gaussian-distribution
Language:MATLAB 29
CarsonScott / CALM
Conditional Associative Logic Memory
adaptive-learning algorithm artificial-intelligence association-matrix bayesian-inference bayesian-statistics belief-propagation knowledge-graph knowledge-representation logistic-regression machine-learning online-algorithms online-learning prediction probability-distribution regression-analysis regression-models statistical-analysis statistical-learning unsupervised-learning
Language:Python 27
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.
belief-propagation sum-product factor-graph linear-systems gaussian-distribution noisy-data state-estimation kahan-summation fast-algorithm ill-conditioned tree-graph forward-backward-algorithm loopy-belief-propagation julia random-variables inference-algorithms message-passing aging-model dynamical-systems
Language:Julia 27
GemsLab / MCbook_Individual-Collective_GraphMining
Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"
networks tutorial-slides code graph-summarization network-alignment graph-similarity belief-propagation dynamic-networks
19
YairMZ / belief_propagation
Belief propagation on Tanner graphs (LDPC decoder)
belief-propagation sum-product-algorithm ldpc-codes ldpc
Language:Python 15
lagodiuk / java-belief-propagation
Repository contains the derivation of Belief Propagation algorithm from the ground up, as well as generic Java implementation of the Loopy Belief Propagation algorithm.
belief-propagation
Language:Java 11
tlienart / EPBP
Expectation Particle Belief Propagation code
bayesian-inference markov-random-field belief-propagation importance-sampling expectation-propagation
Language:Julia 11
dsevero / generative-models
Repository for self-teaching of Generative Models and its applications.
belief-propagation generative-adversarial-network generative-model variational-autoencoder
Language:Jupyter Notebook 9
FirstHandScientist / amp
Advanced Message Passing
belief-propagation expectation-propagation graphical-models message-passing
Language:Python 9
mcosovic / GBP_noisy_linear_systems
Gaussian belief propagation solver for noisy linear systems with real coefficients and variables.
belief-propagation sum-product factor-graph linear-systems gaussian-distribution noisy-data state-estimation fast-algorithm ill-conditioned
Language:MATLAB 9
VLSF / GaBP_solvers
Generalized Gaussian belief propagation solvers
linear-algebra belief-propagation
Language:Jupyter Notebook 9
ermongroup / streamline-vi-csp
variational-inference constraint-satisfaction-problem satisfiability belief-propagation sat-solver nips-2018
Language:C 7
junipertcy / sbm-bp
Community detection engine for the degree-corrected Stochastic Block Model, using the Belief Propagation algorithm.
stochastic-block-model inference belief-propagation network-science graph-algorithms clustering message-passing
Language:C++ 7
Nico-Curti / rFBP
Replicated Focusing Belief Propagation algorithm
belief-propagation deep-neural-networks spin-glass statistical-mechanics learning-algorithm machine-learning-algorithms python3 cpp17
Language:C++ 7
sibyl-team / sib
Sibilla
sibyl inference epidemics belief-propagation covid19
Language:C++ 7
carlobaldassi / BinaryCommitteeMachineFBP.jl
Focusing Belief Propagation on Commitee machines with binary weights
julia julia-language belief-propagation neural-networks
Language:Julia 6
Chaoukia / Probabilistic-Graphical-Models
Probabilistic graphical models home works (MVA - ENS Cachan)
linear-regression logistic-regression lda linear-discriminant-analysis qda quadratic-discriminant-analysis probabilistic-graphical-models mva em-algorithm gaussian-mixtures hidden-markov-models viterbi-algorithm belief-propagation
Language:Jupyter Notebook 6
szhidkov / nonlinear-ofdm
Belief-propagation receivers for nonlinear OFDM
ofdm simulation belief-propagation nonlinearity
Language:C++ 6
farhad-dalirani / Disparity-Map-Reconstruction-PGM
Probabilistic Graphical Models for Stereo Disparity Map Reconstruction by Factor Graph and Belief Propagation Maximum A Posteriori
belief-propagation computer-vision disparity-map maximum-a-posteriori-estimation probabilistic-graphical-models python stereo-disparity
Language:Python 5
JustJoeyGreen / belief_propagation_attack
Implementation of the Belief Propagation Side Channel Attack
belief-propagation neural-networks template-attack side-channel-attacks loopy-belief-propagation factor-graph
Language:Python 5
zanarashidi / loopy-belief-propagation-using-CUDA
An implementation of the Loopy Belief Propagation algorithm using CUDA
cuda cpp sum-product belief-propagation loopy
Language:Cuda 5
josiasold / bp-gbp
quantum-computing quantum-error-correction quantum-ldpc-codes belief-propagation generalized-belief-propagation
Language:C++ 4
matthieu-cervera / CCMT-CPBP-Interface
CCMT-CPBP is a neuro-symbolic artificial intelligence system (combining machine learning and constraint programming) that generates musical melodies based on given chords while providing more control over these melodies than the base transformer.
beam-search belief-propagation constraint-programming machine-learning melody-generation music-generator transformer user-interface
Language:Java 4
tomsch420 / fglib2
Clean Factor Graphs in Python
belief-propagation factor-graphs probabilistic-graphical-models probabilistic-machine-learning probability-theory sum-product variables reasoning-under-uncertainty
Language:Python 4
hrshtv / CTreeOT
[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'
belief-propagation case-based-reasoning domain-adaptation message-passing optimal-transport sinkhorn-algorithm sinkhorn-distance structured-prediction text-to-sql text2sql tree-matching tree-similarity test-time-adaptation icml icml-2023 graph-matching ctreeot sinkhorn sinkhorn-knopp icml2023
Language:Python 3
parthnatekar / Loopy-Belief-Propagation
An implementation of loopy belief propagation for binary image denoising. Both sequential and parallel updates are implemented.
approximate-inference belief-propagation ising-model loopy-belief-propagation loopy-bp probabilistic-graphical-models
Language:Python 3
sgrauerg6 / cudaBeliefProp
CUDA belief propagation as presented in paper "GPU implementation of belief propagation using CUDA for cloud tracking and reconstruction" published at the 2008 IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS 2008). Code has been updated to work on current NVIDIA GPUs and with additional optimizations. Cite paper if using this code.
stereo-vision stereo-matching belief-propagation cuda gpu-computing gpu-acceleration
Language:C++ 3
stecrotti / MatrixProductBP.jl
Matrix Product Belief Propagation
bayesian-inference belief-propagation matrix-product-states stochastic-dynamics
Language:Julia 3

belief-propagation

krashkov / Belief-Propagation

google-deepmind / PGMax

JuliaRobotics / IncrementalInference.jl

danbar / fglib

balcilar / Comparison-of-Disparity-Estimation-Algorithms

ilabcode / pyhgf

ostwalprasad / LGNpy

thadikari / ldpc_decoders

mcosovic / Belief_Propagation_DC_State_Estimation

CarsonScott / CALM

mcosovic / FactorGraph.jl

GemsLab / MCbook_Individual-Collective_GraphMining

YairMZ / belief_propagation

lagodiuk / java-belief-propagation

tlienart / EPBP

dsevero / generative-models

FirstHandScientist / amp

mcosovic / GBP_noisy_linear_systems

VLSF / GaBP_solvers

ermongroup / streamline-vi-csp

junipertcy / sbm-bp

Nico-Curti / rFBP

sibyl-team / sib

carlobaldassi / BinaryCommitteeMachineFBP.jl

Chaoukia / Probabilistic-Graphical-Models

szhidkov / nonlinear-ofdm

farhad-dalirani / Disparity-Map-Reconstruction-PGM

JustJoeyGreen / belief_propagation_attack

zanarashidi / loopy-belief-propagation-using-CUDA

josiasold / bp-gbp

matthieu-cervera / CCMT-CPBP-Interface

tomsch420 / fglib2

hrshtv / CTreeOT

parthnatekar / Loopy-Belief-Propagation

sgrauerg6 / cudaBeliefProp

stecrotti / MatrixProductBP.jl