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: | 0.0.6 |
|---|---|
| Depends: | R (≥ 3.5) |
| Imports: | bnlearn, dplyr, DT, Rgraphviz, qgraph, shiny, shinyjs, shinythemes |
| Suggests: | knitr, rmarkdown, ggplot2, scales, stringr, RColorBrewer |
| Published: | 2025-10-26 |
| 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 |
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