{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/learning-bayesian-networks-with-the-bnlearn-r","title":"Learning Bayesian Networks with the bnlearn R Package","arxiv_id":"0908.3817","date":"2009-08-26","proceeding":null,"authors":["Marco Scutari"],"abstract":"bnlearn is an R package which includes several algorithms for learning the\nstructure of Bayesian networks with either discrete or continuous variables.\nBoth constraint-based and score-based algorithms are implemented, and can use\nthe functionality provided by the snow package to improve their performance via\nparallel computing. Several network scores and conditional independence\nalgorithms are available for both the learning algorithms and independent use.\nAdvanced plotting options are provided by the Rgraphviz package.","url_abs":"http://arxiv.org/abs/0908.3817v2","url_pdf":"http://arxiv.org/pdf/0908.3817v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"learning-bayesian-networks-with-the-bnlearn-r","repo_url":"https://github.com/QueensGambit/PGM-Causal-Reasoning","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"MIT"}},{"paper_slug":"learning-bayesian-networks-with-the-bnlearn-r","repo_url":"https://github.com/arifulmondal/credit_scoring_machine_learning","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok"}}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=0908.3817","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}