{"id":17153077,"url":"https://github.com/itsrainingdata/sparsebn-reproduce","last_synced_at":"2025-03-24T13:10:30.484Z","repository":{"id":138565801,"uuid":"84092743","full_name":"itsrainingdata/sparsebn-reproduce","owner":"itsrainingdata","description":null,"archived":false,"fork":false,"pushed_at":"2019-11-25T15:44:11.000Z","size":5616,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-29T18:11:27.100Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/itsrainingdata.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-03-06T16:01:37.000Z","updated_at":"2024-01-04T16:12:04.000Z","dependencies_parsed_at":"2024-04-19T03:35:23.774Z","dependency_job_id":null,"html_url":"https://github.com/itsrainingdata/sparsebn-reproduce","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsrainingdata%2Fsparsebn-reproduce","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsrainingdata%2Fsparsebn-reproduce/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsrainingdata%2Fsparsebn-reproduce/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsrainingdata%2Fsparsebn-reproduce/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/itsrainingdata","download_url":"https://codeload.github.com/itsrainingdata/sparsebn-reproduce/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245276195,"owners_count":20588894,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-14T21:45:10.160Z","updated_at":"2025-03-24T13:10:30.473Z","avatar_url":"https://github.com/itsrainingdata.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# sparsebn-reproduce\n\nThis repository contains all of the code and data necessary to replicate the examples from \\[[1](#references)\\]:\n\n- **v91i11.R** Official reproduction script accompanying the [final JSS paper](https://www.jstatsoft.org/article/view/v091i11).\n- **sparsebn-paper_code.R** Example code from arXiv draft.\n- **sparsebn-section4_1.R** Code to replicate data from Figure 2 (Section 4.1).\n- **sparsebn-section4_2.R** Code to replicate data from Figures 3, 4 (Section 4.2).\n- **sparsebn-alzheimers.R** Code to replicate experiments on AD data from Section 6.3.\n- ***.csv**: Data files used in Section 6.3.\n\n\nReferences\n----------\n\\[1\\] Aragam, B., Gu, J., and Zhou, Q. [Learning large-scale Bayesian networks with the sparsebn package.](https://www.jstatsoft.org/article/view/v091i11) _Journal of Statistical Software_, 91(11), 1–38, 2019. [arXiv: 1703.04025](https://arxiv.org/abs/1703.04025).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fitsrainingdata%2Fsparsebn-reproduce","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fitsrainingdata%2Fsparsebn-reproduce","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fitsrainingdata%2Fsparsebn-reproduce/lists"}