{"id":2703,"name":"iRF","description":"iRF: extracting interactions from random forests - Published in JOSS (2018)","url":"https://github.com/sumbose/irf","last_synced_at":"2025-09-04T16:51:20.888Z","repository":{"id":101127384,"uuid":"61166617","full_name":"sumbose/iRF","owner":"sumbose","description":"iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features","archived":false,"fork":false,"pushed_at":"2021-03-02T05:45:22.000Z","size":6450,"stargazers_count":48,"open_issues_count":3,"forks_count":16,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-09-04T04:02:04.261Z","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":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sumbose.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","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,"zenodo":null}},"created_at":"2016-06-15T01:01:55.000Z","updated_at":"2025-08-25T02:11:14.000Z","dependencies_parsed_at":"2023-05-24T15:45:36.735Z","dependency_job_id":null,"html_url":"https://github.com/sumbose/iRF","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/sumbose/iRF","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sumbose%2FiRF","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sumbose%2FiRF/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sumbose%2FiRF/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sumbose%2FiRF/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sumbose","download_url":"https://codeload.github.com/sumbose/iRF/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sumbose%2FiRF/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273608555,"owners_count":25136389,"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","status":"online","status_checked_at":"2025-09-04T02:00:08.968Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"sumbose","name":"Sumanta Basu","uuid":"12376684","kind":"user","description":"","email":"","website":"faculty.bscb.cornell.edu/~basu/","location":"Ithaca, NY","twitter":null,"company":"Cornell University","icon_url":"https://avatars.githubusercontent.com/u/12376684?v=4","repositories_count":2,"last_synced_at":"2023-03-03T10:04:33.396Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/sumbose","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-03-03T10:04:33.397Z","updated_at":"2023-03-03T10:04:33.397Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sumbose","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sumbose/repositories"},"packages":[],"commits":{"id":9625858,"full_name":"sumbose/iRF","default_branch":"master","committers":[{"name":"Karl Kumbier","email":"kkumbier@berkeley.edu","login":"karlkumbier","count":32},{"name":"Karl Kumbier","email":"karl@MacBook-Pro.local","login":null,"count":14},{"name":"sumbose","email":"sumbose@gmail.com","login":"sumbose","count":9},{"name":"Karl Kumbier","email":"karl@MacBook-Pro-5.local","login":null,"count":9},{"name":"Karl Kumbier","email":"karl@MacBook-Pro-5.dhcp.lbnl.us","login":null,"count":4},{"name":"Karl Kumbier","email":"karl@calvisitor-10-105-143-44.calvisitor.1918.berkeley.edu","login":null,"count":3},{"name":"Karl Kumbier","email":"karlkumbier@karls-mbp.attlocal.net","login":null,"count":2},{"name":"Karl Kumbier","email":"karlkumbier@Karls-MacBook-Pro.local","login":null,"count":2}],"total_commits":75,"total_committers":8,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":9.375,"dds":0.5733333333333333,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-08-07T08:34:51.286Z","last_synced_commit":"648e3e1c6452248067cf173e95e55baa70fdf39c","created_at":"2025-04-11T11:35:11.222Z","updated_at":"2025-08-07T08:34:51.292Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/sumbose%2FiRF/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-28T00:00:20.468Z","repositories_count":5479765,"commits_count":853309695,"contributors_count":31095220,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"sumbose/iRF","html_url":"https://github.com/sumbose/iRF","last_synced_at":"2025-08-31T21:39:59.674Z","status":"error","issues_count":17,"pull_requests_count":9,"avg_time_to_close_issue":665693.3571428572,"avg_time_to_close_pull_request":8607.666666666666,"issues_closed_count":14,"pull_requests_closed_count":9,"pull_request_authors_count":1,"issue_authors_count":8,"avg_comments_per_issue":1.1176470588235294,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":7,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2025-04-11T11:35:11.547Z","updated_at":"2025-08-31T21:39:59.674Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/sumbose%2FiRF","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/sumbose%2FiRF/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":17},"pull_request_author_associations_count":{"COLLABORATOR":9},"issue_authors":{"nanxstats":9,"warnes":2,"YidanZ65":1,"onesmallchen":1,"sherff100":1,"jzyuan":1,"rlbarter":1,"PietJones":1},"pull_request_authors":{"karlkumbier":9},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-01T00:00:07.725Z","repositories_count":9910739,"issues_count":29196719,"pull_requests_count":83823820,"authors_count":8971776,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"karlkumbier","count":9,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/karlkumbier"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":5},"last_year":{"WatchEvent":5}},"keywords":[],"dependencies":[{"ecosystem":"cran","filepath":"DESCRIPTION","sha":null,"kind":"manifest","created_at":"2023-05-24T15:45:36.665Z","updated_at":"2023-05-24T15:45:36.665Z","repository_link":"https://github.com/sumbose/iRF/blob/master/DESCRIPTION","dependencies":[{"id":9959175950,"package_name":"R","ecosystem":"cran","requirements":"\u003e= 3.1.2","direct":true,"kind":"depends","optional":false},{"id":9959175952,"package_name":"AUC","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175959,"package_name":"Matrix","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175960,"package_name":"data.table","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175961,"package_name":"dplyr","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175962,"package_name":"Rcpp","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175963,"package_name":"methods","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175964,"package_name":"foreach","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175965,"package_name":"doParallel","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175970,"package_name":"doRNG","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175972,"package_name":"stringr","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175973,"package_name":"ranger","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175979,"package_name":"fastmatch","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175986,"package_name":"memoise","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959175987,"package_name":"RColorBrewer","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959176065,"package_name":"rgl","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":9959176075,"package_name":"MASS","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":9959176076,"package_name":"testthat","ecosystem":"cran","requirements":"\u003e= 2.1.0","direct":true,"kind":"suggests","optional":false},{"id":9959176077,"package_name":"covr","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false}]}],"score":6.0112671744041615,"created_at":"2025-09-04T09:18:04.892Z","updated_at":"2025-10-07T08:04:41.585Z","avatar_url":"https://github.com/sumbose.png","language":"R","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/2703","html_url":"https://science.ecosyste.ms/projects/2703"}