bnRep: bnRep: A Repository of Bayesian Network Models

In bnRep: A Repository of Bayesian Networks from the Academic Literature

bnRep: A Repository of Bayesian Network Models

Description

A repository of discrete, Gaussian, and conditional linear Gaussian Bayesian networks from the recent academic literature.

Details

The package includes over 200 Bayesian networks which appeared in recent academic papers. They can be accessed by their name, as provided in this documentation.

They are stored as bn.fit objects from the bnlearn package. Recall that in order to plot them, the function bn.net must be used to convert them into a graph object.

The package includes two handy functionalities:

• The bnRep_summary object: a dataframe including a lot of details about the Bayesian networks in the repository;

• The bnRep_app function, which launchs a Shiny app to explore the Bayesian networks in the repository.

Thanks to the interface with bnlearn, functions from that package can be used to export the networks in other formats and use them in other platforms, such as Netica, Hugin, or Python.

bnRep documentation built on April 12, 2025, 1:13 a.m.