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BayesianNetwork 0.4

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@paulgovan paulgovan released this 23 Apr 17:44

New features

  • Added unit tests using testthat and shinytest2 for improved reliability.
  • Added download handlers for the adjacency matrix (CSV), fitted network (BIF format), and network parameters (RDS).
  • Added inline help text describing each of the 12 supported structure learning algorithms.
  • Added support for multi-node evidence in inference: users can now accumulate evidence across multiple nodes before querying.
  • Added Gaussian network inference using likelihood-weighting sampling (bnlearn::cpdist()), with kernel density visualization of the posterior.

Minor improvements and bug fixes

  • Refactored server.R and ui.R for improved code quality.
  • Updated R-CMD-check CI/CD workflow.
  • Added knitr and rmarkdown vignette builder support.