Package: bnRep 0.0.6

Manuele Leonelli

bnRep: A Repository of Bayesian Networks from the Academic Literature

A collection of Bayesian networks (discrete, Gaussian, and conditional linear Gaussian) collated from recent academic literature. The 'bnRep_summary' object provides an overview of the Bayesian networks in the repository and the package documentation includes details about the variables in each network. A Shiny app to explore the repository can be launched with 'bnRep_app()' and is available online at <https://manueleleonelli.shinyapps.io/bnRep>. Reference: 'M. Leonelli' (2025) <doi:10.1016/j.neucom.2025.129502>.

Authors:Manuele Leonelli [aut, cre, cph]

bnRep_0.0.6.tar.gz
bnRep_0.0.6.zip(r-4.7)bnRep_0.0.6.zip(r-4.6)bnRep_0.0.6.zip(r-4.5)
bnRep_0.0.6.tgz(r-4.6-any)bnRep_0.0.6.tgz(r-4.5-any)
bnRep_0.0.6.tar.gz(r-4.7-any)bnRep_0.0.6.tar.gz(r-4.6-any)
bnRep_0.0.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
bnRep/json (API)

# Install 'bnRep' in R:

install.packages('bnRep', repos = c('https://manueleleonelli.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/manueleleonelli/bnrep/issues

Datasets:

accidents - Accidents Bayesian Network
adhd - Adhd Bayesian Network
adversarialbehavior - Adversarialbehavior Bayesian Network
aerialvehicles - Aerialvehicles Bayesian Network
agropastoral1 - Agropastoral Bayesian Networks
agropastoral2 - Agropastoral Bayesian Networks
agropastoral3 - Agropastoral Bayesian Networks
agropastoral4 - Agropastoral Bayesian Networks
agropastoral5 - Agropastoral Bayesian Networks
aircrash - Aircrash Bayesian Network
airegulation1 - Airegulation Bayesian Networks
airegulation2 - Airegulation Bayesian Networks
airegulation3 - Airegulation Bayesian Networks
algal1 - Algal Bayesian Networks
algal2 - Algal Bayesian Networks
algalactivity1 - Algalactivity Bayesian Networks
algalactivity2 - Algalactivity Bayesian Networks
algorithms1 - Algorithms Bayesian Networks
algorithms2 - Algorithms Bayesian Networks
algorithms3 - Algorithms Bayesian Networks
algorithms4 - Algorithms Bayesian Networks
algorithms5 - Algorithms Bayesian Networks
algorithms6 - Algorithms Bayesian Networks
APSsystem - APSsystem Bayesian Network
arcticwaters - Arcticwaters Bayesian Network
argument - Argument Bayesian Network
asia - Asia Bayesian Network
aspergillus - Aspergillus Bayesian Network
augmenting - Augmenting Bayesian Network
bank - Bank Bayesian Network
bankruptcy - Bankruptcy Bayesian Network
beam1 - Beams Bayesian Network
beam2 - Beams Bayesian Network
beatles - Beatles Bayesian Network
blacksea - Blacksea Bayesian Network
blockchain - Blockchain Bayesian Network
bnRep_summary - BnRep Summary
BOPfailure1 - BOPfailure Bayesian Networks
BOPfailure2 - BOPfailure Bayesian Networks
BOPfailure3 - BOPfailure Bayesian Networks
building - Building Bayesian Network
bullet - Bullet Bayesian Network
burglar - Burglar Bayesian Network
cachexia1 - Cachexia Bayesian Networks
cachexia2 - Cachexia Bayesian Networks
cardiovascular - Cardiovascular Bayesian Network
case - Case Bayesian Network
catchment - Catchment Bayesian Network
charleston - Charleston Bayesian Network
chds - Chds Bayesian Network
cng - Cng Bayesian Network
compaction - Compaction Bayesian Network
conasense - Conasense Bayesian Network
concrete1 - Concrete Bayesian Networks
concrete2 - Concrete Bayesian Networks
concrete3 - Concrete Bayesian Networks
concrete4 - Concrete Bayesian Networks
concrete5 - Concrete Bayesian Networks
concrete6 - Concrete Bayesian Networks
concrete7 - Concrete Bayesian Networks
consequenceCovid - ConsequenceCovid Bayesian Network
constructionproductivity - Constructionproductivity Bayesian Network
coral1 - Coral Bayesian Networks
coral2 - Coral Bayesian Networks
coral3 - Coral Bayesian Networks
coral4 - Coral Bayesian Networks
coral5 - Coral Bayesian Networks
corical - Corical Bayesian Network
corrosion - Corrosion Bayesian Network
corticosteroid - Corticosteroid Bayesian Network
covid1 - Covid Bayesian Networks
covid2 - Covid Bayesian Networks
covid3 - Covid Bayesian Networks
covidfear - Covidfear Bayesian Network
covidrisk - Covidrisk Bayesian Network
covidtech - Covidtech Bayesian Network
covidtest - Covidtest Bayesian Network
crimescene - Crimescene Bayesian Network
criminal1 - Criminal Bayesian Networks
criminal2 - Criminal Bayesian Networks
criminal3 - Criminal Bayesian Networks
criminal4 - Criminal Bayesian Networks
crypto - Crypto Bayesian Network
curacao1 - Curacao Bayesian Networks
curacao2 - Curacao Bayesian Networks
curacao3 - Curacao Bayesian Networks
curacao4 - Curacao Bayesian Networks
curacao5 - Curacao Bayesian Networks
darktriad - Darktriad Bayesian Network
diabetes - Ciabetes Bayesian Network
diagnosis - Diagnosis Bayesian Network
dioxins - Dioxins Bayesian Network
disputed1 - Disputed Bayesian Networks
disputed2 - Disputed Bayesian Networks
disputed3 - Disputed Bayesian Networks
disputed4 - Disputed Bayesian Networks
dragline - Dragline Bayesian Network
drainage - Drainage Bayesian Network
dustexplosion - Dustexplosion Bayesian Network
earthquake - Earthquake Bayesian Network
ecosystem - Ecosystem Bayesian Network
electricvehicle - Electricvehicle Bayesian Network
electrolysis - Electrolysis Bayesian Network
emergency - Emergency Bayesian Network
engines - Engines Bayesian Network
enrollment - Enrollment Bayesian Network
estuary - Estuary Bayesian Network
ets - Ets Bayesian Network
expenditure - Expenditure Bayesian Network
fingermarks1 - Fingermarks Bayesian Networks
fingermarks2 - Fingermarks Bayesian Networks
fire - Fire Bayesian Network
firealarm - Firealarm Bayesian Network
firerisk - Firerisk Bayesian Network
flood - Flood Bayesian Network
fluids1 - Fluids Bayesian Networks
fluids2 - Fluids Bayesian Networks
fluids3 - Fluids Bayesian Networks
foodallergy1 - Foodallergy Bayesian Networks
foodallergy2 - Foodallergy Bayesian Networks
foodallergy3 - Foodallergy Bayesian Networks
foodsecurity - Foodsecurity Bayesian Network
forest - Forest Bayesian Network
fundraising - Fundraising Bayesian Network
gasexplosion - Gasexplosion Bayesian Network
gasifier - Gasifier Bayesian Network
GDIpathway1 - GDIpathway Bayesian Networks
GDIpathway2 - GDIpathway Bayesian Networks
gonorrhoeae - Gonorrhoeae Bayesian Network
greencredit - Greencredit Bayesian Network
grounding - Grounding Bayesian Network
healthinsurance - Healthinsurance Bayesian Network
humanitarian - Humanitarian Bayesian Network
hydraulicsystem - Hydraulicsystem Bayesian Network
income - Income Bayesian Network
intensification - Intensification Bayesian Network
intentionalattacks - Intentionalattacks Bayesian Network
inverters - Inverters Bayesian Network
knowledge - Knowledge Bayesian Network
kosterhavet - Kosterhavet Bayesian Network
lawschool - Lawschool Bayesian Network
lexical - Lexical Bayesian Network
lidar - Lidar Bayesian Network
liquefaction - Liquefaction Bayesian Network
liquidity - Liquidity Bayesian Network
lithium - Lithium Bayesian Network
macrophytes - Macrophytes Bayesian Network
medicaltest - Medicaltest Bayesian Network
megacities - Megacities Bayesian Network
metal - Metal Bayesian Network
moodstate - Moodstate Bayesian Network
mountaingoat - Mountaingoat Bayesian Network
nanomaterials1 - Nanomaterial Bayesian Networks
nanomaterials2 - Nanomaterial Bayesian Networks
navigation - Navigation Bayesian Network
nuclearwaste - Nuclearwaste Bayesian Network
nuisancegrowth - Nuisancegrowth Bayesian Network
oildepot - Oildepot Bayesian Network
onlinerisk - Onlinerisk Bayesian Network
orbital - Orbital Bayesian Network
oxygen - Oxygen Bayesian Network
parkinson - Parkinson Bayesian Network
perioperative - Perioperative Bayesian Network
permaBN - PermaBN Bayesian Network
phdarticles - Phdarticles Bayesian Network
pilot - Pilot Bayesian Network
pneumonia - Pneumonia Bayesian Network
polymorphic - Polymorphic Bayesian Network
poultry - Poultry Bayesian Network
project - Project Bayesian Network
projectmanagement - Projectmanagement Bayesian Network
propellant - Propellant Bayesian Network
rainstorm - Rainstorm Bayesian Network
rainwater - Rainwater Bayesian Network
realestate1 - Realestate Bayesian Networks
realestate2 - Realestate Bayesian Networks
realestate3 - Realestate Bayesian Networks
redmeat - Redmeat Bayesian Network
resilience - Resilience Bayesian Network
ricci - Ricci Bayesian Network
rockburst - Rockburst Bayesian Network
rockquality - Rockquality Bayesian Network
ropesegment - Ropesegment Bayesian Network
safespeeds - Safespeeds Bayesian Network
sallyclark - Sallyclark Bayesian Network
salmonella1 - Salmonella Bayesian Networks
salmonella2 - Salmonella Bayesian Networks
seismic - Seismic Bayesian Network
shipping - Shipping Bayesian Network
simulation - Simulation Bayesian Network
softwarelogs1 - Softwarelogs Bayesian Networks
softwarelogs2 - Softwarelogs Bayesian Networks
softwarelogs3 - Softwarelogs Bayesian Networks
softwarelogs4 - Softwarelogs Bayesian Networks
soil - Soil Bayesian Network
soillead - Soillead Bayesian Network
soilliquefaction1 - Soilliquefaction Bayesian Networks
soilliquefaction2 - Soilliquefaction Bayesian Networks
soilliquefaction3 - Soilliquefaction Bayesian Networks
soilliquefaction4 - Soilliquefaction Bayesian Networks
stocks - Stocks Bayesian Network
student1 - Student Bayesian Networks
student2 - Student Bayesian Networks
suffocation - Suffocation Bayesian Network
tastingtea - Tastingtea Bayesian Network
tbm - Tbm Bayesian Network
theft1 - Theft Bayesian Networks
theft2 - Theft Bayesian Networks
titanic - Titanic Bayesian Network
trajectories - Trajectories Bayesian Network
transport - Transport Bayesian Network
tubercolosis - Tubercolosis Bayesian Network
turbine1 - Turbine Bayesian Networks
turbine2 - Turbine Bayesian Networks
twinframework - Twinframework Bayesian Network
urinary - Urinary Bayesian Network
vaccine - Vaccine Bayesian Network
vessel1 - Vessel Bayesian Networks
vessel2 - Vessel Bayesian Networks
volleyball - Volleyball Bayesian Networks
waterlead - Waterlead Bayesian Network
wheat - Wheat Bayesian Network
windturbine - Windturbine Bayesian Network
witness - Witness Bayesian Network
yangtze - Yangtze Bayesian Network

On CRAN:

5.23 score 17 stars 7 scripts 300 downloads 3 exports 103 dependencies

Last updated from:7a38c2f93d. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	281
source / vignettes	OK	218
linux-release-x86_64	OK	194
macos-release-arm64	OK	160
macos-oldrel-arm64	OK	228
windows-devel	OK	239
windows-release	OK	169
windows-oldrel	OK	158
wasm-release	OK	319

Exports:bnRep_app get_network_list load_network

Dependencies:abind backports base64enc BiocGenerics bnlearn bslib cachem checkmate cli cluster colorspace commonmark corpcor cpp11 crosstalk data.table digest dplyr DT evaluate farver fastmap fdrtool fontawesome foreign Formula fs generics ggplot2 glasso glue GPArotation graph gridExtra gtable gtools highr Hmisc htmlTable htmltools htmlwidgets httpuv igraph isoband jpeg jquerylib jsonlite knitr labeling later lattice lavaan lazyeval lifecycle magrittr MASS Matrix memoise mime mnormt nlme nnet numDeriv otel pbapply pbivnorm pillar pkgconfig plyr png promises psych qgraph quadprog R6 rappdirs RColorBrewer Rcpp reshape2 Rgraphviz rlang rmarkdown rpart rstudioapi S7 sass scales shiny shinyjs shinythemes sourcetools stringi stringr tibble tidyselect tinytex utf8 vctrs viridisLite withr xfun xtable yaml

overview

Rendered fromoverview.Rmdusingknitr::rmarkdown

Last update: 2025-04-09
Started: 2024-09-14

Help page	Topics
Message for the User	.onAttach
accidents Bayesian Network	accidents
adhd Bayesian Network	adhd
adversarialbehavior Bayesian Network	adversarialbehavior
aerialvehicles Bayesian Network	aerialvehicles
agropastoral Bayesian Networks	agropastoral1
agropastoral Bayesian Networks	agropastoral2
agropastoral Bayesian Networks	agropastoral3
agropastoral Bayesian Networks	agropastoral4
agropastoral Bayesian Networks	agropastoral5
aircrash Bayesian Network	aircrash
airegulation Bayesian Networks	airegulation1
airegulation Bayesian Networks	airegulation2
airegulation Bayesian Networks	airegulation3
algal Bayesian Networks	algal1
algal Bayesian Networks	algal2
algalactivity Bayesian Networks	algalactivity1
algalactivity Bayesian Networks	algalactivity2
algorithms Bayesian Networks	algorithms1
algorithms Bayesian Networks	algorithms2
algorithms Bayesian Networks	algorithms3
algorithms Bayesian Networks	algorithms4
algorithms Bayesian Networks	algorithms5
algorithms Bayesian Networks	algorithms6
APSsystem Bayesian Network	APSsystem
arcticwaters Bayesian Network	arcticwaters
argument Bayesian Network	argument
asia Bayesian Network	asia
aspergillus Bayesian Network	aspergillus
augmenting Bayesian Network	augmenting
bank Bayesian Network	bank
bankruptcy Bayesian Network	bankruptcy
beams Bayesian Network	beam1
beams Bayesian Network	beam2
beatles Bayesian Network	beatles
blacksea Bayesian Network	blacksea
blockchain Bayesian Network	blockchain
bnRep: A Repository of Bayesian Network Models	bnRep
Launch the Bayesian Network Viewer App	bnRep_app
BnRep Summary	bnRep_summary
BOPfailure Bayesian Networks	BOPfailure1
BOPfailure Bayesian Networks	BOPfailure2
BOPfailure Bayesian Networks	BOPfailure3
building Bayesian Network	building
bullet Bayesian Network	bullet
burglar Bayesian Network	burglar
cachexia Bayesian Networks	cachexia1
cachexia Bayesian Networks	cachexia2
cardiovascular Bayesian Network	cardiovascular
case Bayesian Network	case
catchment Bayesian Network	catchment
charleston Bayesian Network	charleston
chds Bayesian Network	chds
cng Bayesian Network	cng
compaction Bayesian Network	compaction
conasense Bayesian Network	conasense
concrete Bayesian Networks	concrete1
concrete Bayesian Networks	concrete2
concrete Bayesian Networks	concrete3
concrete Bayesian Networks	concrete4
concrete Bayesian Networks	concrete5
concrete Bayesian Networks	concrete6
concrete Bayesian Networks	concrete7
consequenceCovid Bayesian Network	consequenceCovid
constructionproductivity Bayesian Network	constructionproductivity
coral Bayesian Networks	coral1
coral Bayesian Networks	coral2
coral Bayesian Networks	coral3
coral Bayesian Networks	coral4
coral Bayesian Networks	coral5
corical Bayesian Network	corical
corrosion Bayesian Network	corrosion
corticosteroid Bayesian Network	corticosteroid
covid Bayesian Networks	covid1
covid Bayesian Networks	covid2
covid Bayesian Networks	covid3
covidfear Bayesian Network	covidfear
covidrisk Bayesian Network	covidrisk
covidtech Bayesian Network	covidtech
covidtest Bayesian Network	covidtest
crimescene Bayesian Network	crimescene
criminal Bayesian Networks	criminal1
criminal Bayesian Networks	criminal2
criminal Bayesian Networks	criminal3
criminal Bayesian Networks	criminal4
crypto Bayesian Network	crypto
curacao Bayesian Networks	curacao1
curacao Bayesian Networks	curacao2
curacao Bayesian Networks	curacao3
curacao Bayesian Networks	curacao4
curacao Bayesian Networks	curacao5
darktriad Bayesian Network	darktriad
ciabetes Bayesian Network	diabetes
diagnosis Bayesian Network	diagnosis
dioxins Bayesian Network	dioxins
disputed Bayesian Networks	disputed1
disputed Bayesian Networks	disputed2
disputed Bayesian Networks	disputed3
disputed Bayesian Networks	disputed4
dragline Bayesian Network	dragline
drainage Bayesian Network	drainage
dustexplosion Bayesian Network	dustexplosion
earthquake Bayesian Network	earthquake
ecosystem Bayesian Network	ecosystem
electricvehicle Bayesian Network	electricvehicle
electrolysis Bayesian Network	electrolysis
emergency Bayesian Network	emergency
engines Bayesian Network	engines
enrollment Bayesian Network	enrollment
estuary Bayesian Network	estuary
ets Bayesian Network	ets
expenditure Bayesian Network	expenditure
fingermarks Bayesian Networks	fingermarks1
fingermarks Bayesian Networks	fingermarks2
fire Bayesian Network	fire
firealarm Bayesian Network	firealarm
firerisk Bayesian Network	firerisk
flood Bayesian Network	flood
fluids Bayesian Networks	fluids1
fluids Bayesian Networks	fluids2
fluids Bayesian Networks	fluids3
foodallergy Bayesian Networks	foodallergy1
foodallergy Bayesian Networks	foodallergy2
foodallergy Bayesian Networks	foodallergy3
foodsecurity Bayesian Network	foodsecurity
forest Bayesian Network	forest
fundraising Bayesian Network	fundraising
gasexplosion Bayesian Network	gasexplosion
gasifier Bayesian Network	gasifier
GDIpathway Bayesian Networks	GDIpathway1
GDIpathway Bayesian Networks	GDIpathway2
Get the list of available Bayesian network files	get_network_list
gonorrhoeae Bayesian Network	gonorrhoeae
greencredit Bayesian Network	greencredit
grounding Bayesian Network	grounding
healthinsurance Bayesian Network	healthinsurance
humanitarian Bayesian Network	humanitarian
hydraulicsystem Bayesian Network	hydraulicsystem
income Bayesian Network	income
intensification Bayesian Network	intensification
intentionalattacks Bayesian Network	intentionalattacks
inverters Bayesian Network	inverters
knowledge Bayesian Network	knowledge
kosterhavet Bayesian Network	kosterhavet
lawschool Bayesian Network	lawschool
lexical Bayesian Network	lexical
lidar Bayesian Network	lidar
liquefaction Bayesian Network	liquefaction
liquidity Bayesian Network	liquidity
lithium Bayesian Network	lithium
Load a Bayesian network	load_network
macrophytes Bayesian Network	macrophytes
medicaltest Bayesian Network	medicaltest
megacities Bayesian Network	megacities
metal Bayesian Network	metal
moodstate Bayesian Network	moodstate
mountaingoat Bayesian Network	mountaingoat
nanomaterial Bayesian Networks	nanomaterials1
nanomaterial Bayesian Networks	nanomaterials2
navigation Bayesian Network	navigation
nuclearwaste Bayesian Network	nuclearwaste
nuisancegrowth Bayesian Network	nuisancegrowth
oildepot Bayesian Network	oildepot
onlinerisk Bayesian Network	onlinerisk
orbital Bayesian Network	orbital
oxygen Bayesian Network	oxygen
parkinson Bayesian Network	parkinson
perioperative Bayesian Network	perioperative
permaBN Bayesian Network	permaBN
phdarticles Bayesian Network	phdarticles
pilot Bayesian Network	pilot
pneumonia Bayesian Network	pneumonia
polymorphic Bayesian Network	polymorphic
poultry Bayesian Network	poultry
project Bayesian Network	project
projectmanagement Bayesian Network	projectmanagement
propellant Bayesian Network	propellant
rainstorm Bayesian Network	rainstorm
rainwater Bayesian Network	rainwater
realestate Bayesian Networks	realestate1
realestate Bayesian Networks	realestate2
realestate Bayesian Networks	realestate3
redmeat Bayesian Network	redmeat
resilience Bayesian Network	resilience
ricci Bayesian Network	ricci
rockburst Bayesian Network	rockburst
rockquality Bayesian Network	rockquality
ropesegment Bayesian Network	ropesegment
safespeeds Bayesian Network	safespeeds
sallyclark Bayesian Network	sallyclark
salmonella Bayesian Networks	salmonella1
salmonella Bayesian Networks	salmonella2
seismic Bayesian Network	seismic
shipping Bayesian Network	shipping
simulation Bayesian Network	simulation
softwarelogs Bayesian Networks	softwarelogs1
softwarelogs Bayesian Networks	softwarelogs2
softwarelogs Bayesian Networks	softwarelogs3
softwarelogs Bayesian Networks	softwarelogs4
soil Bayesian Network	soil
soillead Bayesian Network	soillead
soilliquefaction Bayesian Networks	soilliquefaction1
soilliquefaction Bayesian Networks	soilliquefaction2
soilliquefaction Bayesian Networks	soilliquefaction3
soilliquefaction Bayesian Networks	soilliquefaction4
stocks Bayesian Network	stocks
student Bayesian Networks	student1
student Bayesian Networks	student2
suffocation Bayesian Network	suffocation
tastingtea Bayesian Network	tastingtea
tbm Bayesian Network	tbm
theft Bayesian Networks	theft1
theft Bayesian Networks	theft2
titanic Bayesian Network	titanic
trajectories Bayesian Network	trajectories
transport Bayesian Network	transport
tubercolosis Bayesian Network	tubercolosis
turbine Bayesian Networks	turbine1
turbine Bayesian Networks	turbine2
twinframework Bayesian Network	twinframework
urinary Bayesian Network	urinary
vaccine Bayesian Network	vaccine
vessel Bayesian Networks	vessel1
vessel Bayesian Networks	vessel2
volleyball Bayesian Networks	volleyball
waterlead Bayesian Network	waterlead
wheat Bayesian Network	wheat
windturbine Bayesian Network	windturbine
witness Bayesian Network	witness
yangtze Bayesian Network	yangtze

Package: bnRep 0.0.6

bnRep: A Repository of Bayesian Networks from the Academic Literature

Citation

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Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)