Other packages > Find by keyword >

BayesNetBP  

Bayesian Network Belief Propagation
View on CRAN: Click here


Download and install BayesNetBP package within the R console
Install from CRAN:
install.packages("BayesNetBP")

Install from Github:
library("remotes")
install_github("cran/BayesNetBP")

Install by package version:
library("remotes")
install_version("BayesNetBP", "1.6.1")



Attach the package and use:
library("BayesNetBP")
Maintained by
Han Yu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-05-09
Latest Update: 2022-05-08
Description:
Belief propagation methods in Bayesian Networks to propagate evidence through the network. The implementation of these methods are based on the article: Cowell, RG (2005). Local Propagation in Conditional Gaussian Bayesian Networks . For details please see Yu et. al. (2020) BayesNetBP: An R Package for Probabilistic Reasoning in Bayesian Networks . The optional 'cyjShiny' package for running the Shiny app is available at . Please see the example in the documentation of 'runBayesNetApp' function for installing 'cyjShiny' package from GitHub.
How to cite:
Han Yu (2017). BayesNetBP: Bayesian Network Belief Propagation. R package version 1.6.1, https://cran.r-project.org/web/packages/BayesNetBP. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.1 (2017-05-09 00:17), 1.2.1 (2017-06-07 00:14), 1.3.0 (2018-02-16 16:22), 1.4.0 (2018-08-22 23:06), 1.5.2 (2020-04-14 11:00), 1.5.5 (2020-06-25 17:40), 1.5.9 (2021-06-01 17:50)
Other packages that cited BayesNetBP R package
View BayesNetBP citation profile
Other R packages that BayesNetBP depends, imports, suggests or enhances
Complete documentation for BayesNetBP
Functions, R codes and Examples using the BayesNetBP R package
Some associated functions: AbsorbEvidence . ClusterTree-class . ClusterTreeCompile . ComputeKLDs . ElimTreeInitialize . FactorQuery . GetValue . Initializer . LocalModelCompile . Marginals . PlotCGBN . PlotMarginals . PlotTree . Propagate . Sampler . SummaryMarginals . bn_to_graphNEL . chest . emission . emission1000 . liver . qtlnet_to_graphNEL . runBayesNetApp . toytree . yeast . 
Some associated R codes: A1_EliminationOrder.R . A2_Moralize.R . A2_Triangulate.R . A3_ClusterSets.R . A4_SemiEliminationTree.R . A5_StrongEliminationTree.R . A6_ClusterTreeCompile.R . A7_Initialization_helpers.R . A8_qtlnet_to_graphNEL.R . B1_ModelCompileData.R . B2_LocalModelCompile.R . B3_bn_to_graphNEL.R . C1_ElimTreeInitialize.R . C2_Initializer.R . D1_ExchangeOperation.R . D2_AbsorbEvidence.R . D3_Propagate.R . D4_PropagateWorker.R . D5_Absorb_helpers.R . D6_FactorOperations.R . E1_Marginals.R . E2_DiscreteMarginal.R . E3_PushMarginal.R . E4_FactorQuery.R . E5_CrossClusterQuery.R . E6_GetValues.R . E7_Sampler.R . F1_ComputeKLDs.R . F2_SummaryMarginal.R . F3_Summary_helpers.R . G1_PlotCGBN.R . G2_PlotMarginals.R . G3_PlotContinuous.R . G4_PlotDiscrete.R . G5_PlotTree.R . H1_runBayesNetApp.R . R1_data_chest.R . R2_data_yeast.R . R3_data_toytree.R . R4_data_liver.R . R5_data_emission.R . R6_data_emission1000.R . S4_1_LPPotential.R . S4_2_ClusterTree.R .  Full BayesNetBP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA