sum-product 开源项目推荐（27 个）

mbforbes /py-factorgraph

Factor graphs and loopy belief propagation implemented in Python

krashkov /Belief-Propagation

置信传播与循环置信传播算法的概述与实现：和积、最大积、最大和

xdsopl /LDPC

低密度奇偶校验码的探索

JuliaRobotics /IncrementalInference.jl

Hybrid (non)-Gaussian solver for Distributed Factor Graphs, with clique recycling; and is officially supported as part of the NavAbility(TM) toolchain and Caesar.jl ecosystem.

danbar /fglib

factor graph library

FranxYao /Partially-Observed-TreeCRFs

Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs

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.

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.

rbga /Low_Density_Parity_Check_LDPC_Codes_-_MATLAB_Simulation

LDPC MATLAB simulation using BPSK + AWGN modulation decoded using Sum Product and Min Sum Algorithm

mcosovic /GBP_noisy_linear_systems

Gaussian belief propagation solver for noisy linear systems with real coefficients and variables.

zanarashidi /loopy-belief-propagation-using-CUDA

An implementation of the Loopy Belief Propagation algorithm using CUDA

tomsch420 /fglib2

Clean Factor Graphs in Python

Lcrypto /LDPC

AVX implementation of different LDPC decoders MS NMS SCMS SCSP under floor/layer schedulers

aposb /belief-propagation-for-stereo

MATLAB implementations of Loopy Belief Propagation (LBP) for stereo matching, featuring Sum-Product, Max-Product and Min-Sum message-passing algorithms for disparity estimation.

linkingmon /QCLDPC

Special Project - QCLDPC (2019 Spring)

AzharRivaldi /sum_datatable_flutter

Sum Data Table dengan Flutter

Chitraketu /PGM

PGM

erstre /forward_backward_sum_product

Matlab implementation of Sum-product algorithm for analyzing the behavior of the S&P 500 index over a period of time.

SayanChakraborty126 /ML-CODES

This repository contains Python codes for Autoenncoder, Sparse-autoencoder, HMM, Expectation-Maximization, Sum-product Algorithm, ANN, Disparity map, PCA.

stdlib-js /stats-incr-sumprod

Compute a sum of products incrementally.