{"id":20207536,"url":"https://github.com/alexiajm/bayestreeprior","last_synced_at":"2025-10-27T22:02:40.690Z","repository":{"id":177429337,"uuid":"56352177","full_name":"AlexiaJM/BayesTreePrior","owner":"AlexiaJM","description":"R package for the simulation of the prior distribution of bayesian trees by Chipman et al. (1998).","archived":false,"fork":false,"pushed_at":"2017-05-10T18:10:37.000Z","size":35,"stargazers_count":7,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-24T11:21:20.369Z","etag":null,"topics":["bayesian-trees","cart","prior-distribution","simulation","tree"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AlexiaJM.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2016-04-15T21:58:59.000Z","updated_at":"2020-05-11T08:57:15.000Z","dependencies_parsed_at":"2023-10-20T16:35:00.377Z","dependency_job_id":null,"html_url":"https://github.com/AlexiaJM/BayesTreePrior","commit_stats":null,"previous_names":["alexiajm/bayestreeprior"],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexiaJM%2FBayesTreePrior","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexiaJM%2FBayesTreePrior/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexiaJM%2FBayesTreePrior/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexiaJM%2FBayesTreePrior/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlexiaJM","download_url":"https://codeload.github.com/AlexiaJM/BayesTreePrior/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248217146,"owners_count":21066633,"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":["bayesian-trees","cart","prior-distribution","simulation","tree"],"created_at":"2024-11-14T05:29:38.950Z","updated_at":"2025-10-27T22:02:40.616Z","avatar_url":"https://github.com/AlexiaJM.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# BayesTreePrior\n\n[![](http://cranlogs.r-pkg.org/badges/BayesTreePrior)](http://cran.rstudio.com/web/packages/BayesTreePrior/index.html)\n[![](http://cranlogs.r-pkg.org/badges/grand-total/BayesTreePrior)](http://cran.rstudio.com/web/packages/BayesTreePrior/index.html)\n\n**Description**\n\nBayesTreePrior is a R package for the simulation of the prior distribution of bayesian trees by Chipman et al. (1998). \nThe prior distribution of the trees is highly dependent on the design matrix X, therefore using the suggested hyperparameters \nby Chipman et al. (1998) is not recommended and could lead to unexpected prior distribution.\nThis work is part of my master thesis (http://www.archipel.uqam.ca/8973/).\n\nMy master thesis is in French and very long but the main findings are discussed on my website : https://ajolicoeur.wordpress.com/bayesiantrees/\n\n**How to install**\n\nTo install the latest stable version, run in R :\n\n* install.packages(\"BayesTreePrior\")\n\nTo install the latest GitHub development version, run in R :\n\n* install.packages(\"devtools\")\n* devtools::install_github(\"AlexiaJM/BayesTreePrior\")\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexiajm%2Fbayestreeprior","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falexiajm%2Fbayestreeprior","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexiajm%2Fbayestreeprior/lists"}