BayesNetBP

Bayesian Network Belief Propagation

CRAN Package

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 https://www.jmlr.org/papers/v6/cowell05a.html. 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 https://github.com/cytoscape/cyjShiny. Please see the example in the documentation of 'runBayesNetApp' function for installing 'cyjShiny' package from GitHub.


Team


Insights

Last 30 days

This package has been downloaded 301 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
20 downloadsMar 4, 2025
22 downloadsMar 5, 2025
10 downloadsMar 6, 2025
9 downloadsMar 7, 2025
5 downloadsMar 8, 2025
5 downloadsMar 9, 2025
7 downloadsMar 10, 2025
17 downloadsMar 11, 2025
13 downloadsMar 12, 2025
14 downloadsMar 13, 2025
8 downloadsMar 14, 2025
21 downloadsMar 15, 2025
4 downloadsMar 16, 2025
7 downloadsMar 17, 2025
9 downloadsMar 18, 2025
7 downloadsMar 19, 2025
17 downloadsMar 20, 2025
7 downloadsMar 21, 2025
6 downloadsMar 22, 2025
6 downloadsMar 23, 2025
10 downloadsMar 24, 2025
5 downloadsMar 25, 2025
4 downloadsMar 26, 2025
6 downloadsMar 27, 2025
28 downloadsMar 28, 2025
10 downloadsMar 29, 2025
7 downloadsMar 30, 2025
4 downloadsMar 31, 2025
8 downloadsApr 1, 2025
5 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
4
28

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,919 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jul 24, 2024 with 40 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports5 packages
  • Suggests5 packages