bnRep: A Repository of Bayesian Networks from the Academic Literature (original) (raw)
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>.
Version: | 0.0.3 |
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Depends: | R (≥ 2.10) |
Imports: | bnlearn, dplyr, DT, Rgraphviz, qgraph, shiny, shinyjs, shinythemes |
Suggests: | knitr, rmarkdown, ggplot2, scales, stringr, RColorBrewer |
Published: | 2025-04-09 |
DOI: | 10.32614/CRAN.package.bnRep |
Author: | Manuele Leonelli |
Maintainer: | Manuele Leonelli <manuele.leonelli at ie.edu> |
BugReports: | https://github.com/manueleleonelli/bnRep/issues |
License: | MIT + file |
URL: | https://github.com/manueleleonelli/bnRep |
NeedsCompilation: | no |
Citation: | bnRep citation info |
Materials: | README |
CRAN checks: | bnRep results |
Documentation:
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