CRAN/E | BayesNetBP

BayesNetBP

Bayesian Network Belief Propagation

Installation

About

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 doi:10.18637/jss.v094.i03. 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.

Citation BayesNetBP citation info
Bug report File report

Key Metrics

Version 1.6.1
R ≥ 3.6.0
Published 2022-05-08 691 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks BayesNetBP results

Downloads

Yesterday 20 0%
Last 7 days 89 +14%
Last 30 days 331 -0%
Last 90 days 1.115 +26%
Last 365 days 3.884 -24%

Maintainer

Maintainer

Han Yu

hyu9@buffalo.edu

Authors

Han Yu
Rachael Blair
Janhavi Moharil
Andrew Yan

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BayesNetBP archive

Depends

R ≥ 3.6.0
stats
utils

Imports

igraph
RColorBrewer
fields
doBy
methods
graph
bnlearn
graphics

Suggests

Rgraphviz
shiny
googleVis
cyjShiny
qtl
qtlnet