{"id":357902,"url":"https://github.com/SchlossLab/mikropml","last_synced_at":"2026-06-22T23:01:58.484Z","repository":{"id":39918224,"uuid":"226981416","full_name":"SchlossLab/mikropml","owner":"SchlossLab","description":"User-Friendly R Package for Supervised Machine Learning Pipelines","archived":false,"fork":false,"pushed_at":"2025-11-03T15:21:47.000Z","size":151969,"stargazers_count":62,"open_issues_count":12,"forks_count":21,"subscribers_count":6,"default_branch":"main","last_synced_at":"2026-04-08T10:05:01.225Z","etag":null,"topics":["machine-learning","r-package","rstats"],"latest_commit_sha":null,"homepage":"http://www.schlosslab.org/mikropml","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SchlossLab.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":".github/SUPPORT.md","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":"codemeta.json","zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2019-12-09T22:37:38.000Z","updated_at":"2026-04-06T14:42:09.000Z","dependencies_parsed_at":"2023-02-17T09:31:04.017Z","dependency_job_id":"b1d9e20b-1c77-4616-b1c5-db7495b205c2","html_url":"https://github.com/SchlossLab/mikropml","commit_stats":{"total_commits":1822,"total_committers":25,"mean_commits":72.88,"dds":0.4665203073545554,"last_synced_commit":"3dcc9bc0c49e0e65714fd9a1e0045a749ada76e8"},"previous_names":[],"tags_count":15,"template":false,"template_full_name":null,"purl":"pkg:github/SchlossLab/mikropml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32145873,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-22T15:33:03.595Z","status":"ssl_error","status_checked_at":"2026-04-22T15:30:42.712Z","response_time":58,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"SchlossLab","name":"SchlossLab","uuid":"7229330","kind":"organization","description":"The laboratory of Pat Schloss at the University of Michigan","email":"pschloss@umich.edu","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7229330?v=4","repositories_count":91,"last_synced_at":"2023-05-15T12:35:13.610Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/SchlossLab","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-05T02:44:23.274Z","updated_at":"2023-05-15T12:35:13.622Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab/repositories"},"packages":[{"id":5302100,"name":"r-mikropml","ecosystem":"conda","description":"An interface to build machine learning models for classification and regression problems. 'mikropml' implements the ML pipeline described by Topçuoğlu et al. (2020) \u003cdoi:10.1128/mBio.00434-20\u003e with reasonable default options for data preprocessing, hyperparameter tuning, cross-validation, testing, model evaluation, and interpretation steps. See the website \u003chttp://www.schlosslab.org/mikropml/\u003e for more information, documentation, and examples.","homepage":"http://www.schlosslab.org/mikropml/","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/SchlossLab/mikropml","keywords_array":[],"namespace":null,"versions_count":10,"first_release_published_at":"2020-11-24T08:03:56.000Z","latest_release_published_at":"2022-10-16T10:55:07.000Z","latest_release_number":"1.4.0","last_synced_at":"2026-04-01T02:01:13.174Z","created_at":"2022-10-03T16:12:08.508Z","updated_at":"2026-04-01T02:01:13.174Z","registry_url":"https://anaconda.org/conda-forge/r-mikropml","install_command":"conda install -c conda-forge r-mikropml","documentation_url":null,"metadata":{},"repo_metadata":{"id":39918224,"uuid":"226981416","full_name":"SchlossLab/mikropml","owner":"SchlossLab","description":"User-Friendly R Package for Supervised Machine Learning Pipelines","archived":false,"fork":false,"pushed_at":"2025-08-23T14:20:58.000Z","size":151786,"stargazers_count":59,"open_issues_count":14,"forks_count":20,"subscribers_count":7,"default_branch":"main","last_synced_at":"2025-08-28T00:22:54.488Z","etag":null,"topics":["machine-learning","r-package","rstats"],"latest_commit_sha":null,"homepage":"http://www.schlosslab.org/mikropml","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SchlossLab.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":".github/SUPPORT.md","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2019-12-09T22:37:38.000Z","updated_at":"2025-08-23T14:14:28.000Z","dependencies_parsed_at":"2023-02-17T09:31:04.017Z","dependency_job_id":"b1d9e20b-1c77-4616-b1c5-db7495b205c2","html_url":"https://github.com/SchlossLab/mikropml","commit_stats":{"total_commits":1822,"total_committers":25,"mean_commits":72.88,"dds":0.4665203073545554,"last_synced_commit":"3dcc9bc0c49e0e65714fd9a1e0045a749ada76e8"},"previous_names":[],"tags_count":14,"template":false,"template_full_name":null,"purl":"pkg:github/SchlossLab/mikropml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272532339,"owners_count":24950716,"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":"2025-08-28T02:00:10.768Z","response_time":74,"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_record":{"login":"SchlossLab","name":"SchlossLab","uuid":"7229330","kind":"organization","description":"The laboratory of Pat Schloss at the University of Michigan","email":"pschloss@umich.edu","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7229330?v=4","repositories_count":91,"last_synced_at":"2023-05-15T12:35:13.610Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/SchlossLab","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-05T02:44:23.274Z","updated_at":"2023-05-15T12:35:13.622Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab/repositories"},"tags":[{"name":"v1.6.2","sha":"d9e6e1e4916551e21795041684376be85245b034","kind":"commit","published_at":"2025-08-23T11:46:46.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.6.2","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.6.2/manifests"},{"name":"v1.6.1","sha":"b39805e01c23418a8af3a59bb5bec585752bc24d","kind":"commit","published_at":"2023-08-21T14:15:28.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.6.1","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.6.1/manifests"},{"name":"v1.6.0","sha":"0ffe91b4bf4480b64939443ec25b9569c9c5970e","kind":"commit","published_at":"2023-04-14T19:23:00.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.6.0","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.6.0/manifests"},{"name":"v1.5.0","sha":"8bbe1e4eb96624839b5a6aff75c878ae638b5453","kind":"commit","published_at":"2023-01-16T18:08:14.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.5.0","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.5.0/manifests"},{"name":"v1.4.0","sha":"0f8a7cd0108f88fa5291f267c1941187f824d4b6","kind":"commit","published_at":"2022-10-15T18:05:04.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.4.0","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.4.0/manifests"},{"name":"v1.3.0","sha":"5fad80ebfe2eca2323c19a5927e5e5c4ee404e53","kind":"commit","published_at":"2022-05-20T13:49:16.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.3.0","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.3.0/manifests"},{"name":"v1.2.2","sha":"b8f3d79b55f0a608a15371462d9a100c012d3f93","kind":"commit","published_at":"2022-02-02T20:23:48.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.2.2","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.2.2/manifests"},{"name":"v1.2.1","sha":"5c822f8236b5d1d19f26a49be8ce404899c8d623","kind":"commit","published_at":"2022-01-29T16:50:57.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.2.1","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.2.1/manifests"},{"name":"v1.2.0","sha":"735b595b9f45b818a20c63e23a8393d76255bd29","kind":"commit","published_at":"2021-11-10T17:23:57.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.2.0","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.2.0/manifests"},{"name":"v1.1.1","sha":"aae7e35b68795c9bb2be6a19f154e85fe2d77090","kind":"commit","published_at":"2021-09-13T18:27:13.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.1.1","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.1.1/manifests"},{"name":"v1.1.0","sha":"6b174f61f57e29702fedb5b75f8755a88a1a2591","kind":"commit","published_at":"2021-08-10T14:22:38.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.1.0","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.1.0/manifests"},{"name":"v1.0.0","sha":"f221ab5f912725e400eb49744e50d225a5e70517","kind":"commit","published_at":"2021-05-13T15:26:34.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v1.0.0","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v1.0.0/manifests"},{"name":"be7951b","sha":"70fa1aedf4edca203bf605ae776f3ba1a43583d6","kind":"commit","published_at":"2020-12-03T14:22:14.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/be7951b","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/be7951b","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@be7951b","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/be7951b","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/be7951b/manifests"},{"name":"v0.0.1","sha":"f48ed8368c91457091ac0eb177320c04f5e83dc4","kind":"commit","published_at":"2020-11-20T16:53:21.000Z","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/v0.0.1","html_url":"https://github.com/SchlossLab/mikropml/releases/tag/v0.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/SchlossLab/mikropml@v0.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v0.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags/v0.0.1/manifests"}]},"repo_metadata_updated_at":"2025-10-12T07:43:05.793Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":6,"rankings":{"downloads":null,"dependent_repos_count":13.922850441638804,"dependent_packages_count":51.58940066869604,"stargazers_count":40.73057537801287,"forks_count":40.166674983781625,"docker_downloads_count":null,"average":36.602375368032334},"purl":"pkg:conda/r-mikropml?repository_url=https://conda-forge.org","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/conda/r-mikropml","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/conda/r-mikropml","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/conda/r-mikropml/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-12T04:30:41.799Z","issues_count":53,"pull_requests_count":69,"avg_time_to_close_issue":11427679.857142856,"avg_time_to_close_pull_request":398989.9655172414,"issues_closed_count":42,"pull_requests_closed_count":58,"pull_request_authors_count":8,"issue_authors_count":22,"avg_comments_per_issue":1.2452830188679245,"avg_comments_per_pull_request":0.8260869565217391,"merged_pull_requests_count":58,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":3,"past_year_pull_requests_count":12,"past_year_avg_time_to_close_issue":3043136.0,"past_year_avg_time_to_close_pull_request":18972.333333333332,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":3,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":0.6666666666666666,"past_year_avg_comments_per_pull_request":0.5,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":3,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/issues","maintainers":[{"login":"kelly-sovacool","count":82,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kelly-sovacool"},{"login":"zenalapp","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zenalapp"},{"login":"pschloss","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pschloss"},{"login":"BTopcuoglu","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/BTopcuoglu"},{"login":"NLesniak","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/NLesniak"}],"active_maintainers":[{"login":"kelly-sovacool","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kelly-sovacool"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/r-mikropml/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/r-mikropml/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/r-mikropml/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/r-mikropml/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/r-mikropml/codemeta","maintainers":[],"registry":{"name":"conda-forge.org","url":"https://conda-forge.org","ecosystem":"conda","default":false,"packages_count":20636,"maintainers_count":0,"namespaces_count":0,"keywords_count":0,"github":"conda-forge","metadata":{"kind":"conda-forge","key":"CondaForge","api":"https://conda.anaconda.org","funded_packages_count":2266},"icon_url":"https://github.com/conda-forge.png","created_at":"2022-10-03T15:37:08.743Z","updated_at":"2026-04-03T06:46:36.736Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/namespaces"}},{"id":426956,"name":"mikropml","ecosystem":"cran","description":"User-Friendly R Package for Supervised Machine Learning\nPipelines","homepage":"https://www.schlosslab.org/mikropml/","licenses":"MIT + file LICENSE","normalized_licenses":["MIT"],"repository_url":"https://github.com/SchlossLab/mikropml","keywords_array":[],"namespace":null,"versions_count":15,"first_release_published_at":"2020-11-23T10:40:00.000Z","latest_release_published_at":"2025-10-29T00:00:00.000Z","latest_release_number":"1.7.0","last_synced_at":"2026-04-08T10:01:37.898Z","created_at":"2022-04-06T19:15:31.380Z","updated_at":"2026-04-08T10:12:53.664Z","registry_url":"https://cran.r-project.org/package=mikropml","install_command":null,"documentation_url":"http://cran.r-project.org/web/packages/mikropml/mikropml.pdf","metadata":{},"repo_metadata":{"id":39918224,"uuid":"226981416","full_name":"SchlossLab/mikropml","owner":"SchlossLab","description":"User-Friendly R Package for Supervised Machine Learning Pipelines","archived":false,"fork":false,"pushed_at":"2025-11-03T15:21:47.000Z","size":151969,"stargazers_count":61,"open_issues_count":12,"forks_count":20,"subscribers_count":6,"default_branch":"main","last_synced_at":"2026-03-27T14:54:42.361Z","etag":null,"topics":["machine-learning","r-package","rstats"],"latest_commit_sha":null,"homepage":"http://www.schlosslab.org/mikropml","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SchlossLab.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":".github/SUPPORT.md","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":"codemeta.json","zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2019-12-09T22:37:38.000Z","updated_at":"2026-03-24T22:55:44.000Z","dependencies_parsed_at":"2023-02-17T09:31:04.017Z","dependency_job_id":"b1d9e20b-1c77-4616-b1c5-db7495b205c2","html_url":"https://github.com/SchlossLab/mikropml","commit_stats":{"total_commits":1822,"total_committers":25,"mean_commits":72.88,"dds":0.4665203073545554,"last_synced_commit":"3dcc9bc0c49e0e65714fd9a1e0045a749ada76e8"},"previous_names":[],"tags_count":15,"template":false,"template_full_name":null,"purl":"pkg:github/SchlossLab/mikropml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab","download_url":"https://codeload.github.com/SchlossLab/mikropml/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31132642,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-29T04:25:09.987Z","status":"ssl_error","status_checked_at":"2026-03-29T04:13:56.759Z","response_time":89,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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_record":{"login":"SchlossLab","name":"SchlossLab","uuid":"7229330","kind":"organization","description":"The laboratory of Pat Schloss at the University of Michigan","email":"pschloss@umich.edu","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7229330?v=4","repositories_count":91,"last_synced_at":"2023-05-15T12:35:13.610Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/SchlossLab","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-05T02:44:23.274Z","updated_at":"2023-05-15T12:35:13.622Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SchlossLab/repositories"},"tags":[]},"repo_metadata_updated_at":"2026-04-08T10:12:53.664Z","dependent_packages_count":0,"downloads":421,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":25.564444444444444,"dependent_repos_count":23.865404276125705,"dependent_packages_count":28.657154287238303,"stargazers_count":6.831111111111111,"forks_count":4.835555555555556,"docker_downloads_count":17.16,"average":17.81894494574585},"purl":"pkg:cran/mikropml","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/cran/mikropml","docker_dependents_count":1,"docker_downloads_count":99,"usage_url":"https://repos.ecosyste.ms/usage/cran/mikropml","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/cran/mikropml/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-11-04T06:09:12.858Z","issues_count":53,"pull_requests_count":71,"avg_time_to_close_issue":11670938.488372093,"avg_time_to_close_pull_request":389528.1666666667,"issues_closed_count":43,"pull_requests_closed_count":60,"pull_request_authors_count":8,"issue_authors_count":22,"avg_comments_per_issue":1.2641509433962264,"avg_comments_per_pull_request":0.8309859154929577,"merged_pull_requests_count":60,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":3,"past_year_pull_requests_count":14,"past_year_avg_time_to_close_issue":12465468.5,"past_year_avg_time_to_close_pull_request":57437.8,"past_year_issues_closed_count":2,"past_year_pull_requests_closed_count":5,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.0,"past_year_avg_comments_per_pull_request":0.5714285714285714,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":5,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/issues","maintainers":[{"login":"kelly-sovacool","count":84,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kelly-sovacool"},{"login":"zenalapp","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zenalapp"},{"login":"pschloss","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pschloss"},{"login":"BTopcuoglu","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/BTopcuoglu"},{"login":"NLesniak","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/NLesniak"}],"active_maintainers":[{"login":"kelly-sovacool","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kelly-sovacool"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/mikropml/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/mikropml/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/mikropml/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/mikropml/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages/mikropml/codemeta","maintainers":[{"uuid":"sovacool@umich.edu","login":null,"name":"Kelly Sovacool","email":"sovacool@umich.edu","url":null,"packages_count":2,"html_url":null,"role":null,"created_at":"2022-11-14T17:16:03.753Z","updated_at":"2022-11-14T17:16:03.753Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/maintainers/sovacool@umich.edu/packages"}],"registry":{"name":"cran.r-project.org","url":"https://cran.r-project.org","ecosystem":"cran","default":true,"packages_count":28128,"maintainers_count":15585,"namespaces_count":0,"keywords_count":0,"github":"r-project-org","metadata":{"icon_url":"https://cran.r-project.org/CRANlogo.png","funded_packages_count":546},"icon_url":"https://cran.r-project.org/CRANlogo.png","created_at":"2022-04-06T16:32:25.637Z","updated_at":"2026-04-03T06:40:33.945Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/cran.r-project.org/namespaces"}}],"commits":{"id":34292,"full_name":"SchlossLab/mikropml","default_branch":"main","total_commits":1882,"total_committers":22,"total_bot_commits":405,"total_bot_committers":1,"mean_commits":85.54545454545455,"dds":0.4351753453772582,"past_year_total_commits":37,"past_year_total_committers":4,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":9.25,"past_year_dds":0.1351351351351351,"last_synced_at":"2026-04-16T10:58:32.225Z","last_synced_commit":"296d31611228c58b765f80e5aad18e46eff00272","created_at":"2023-03-07T16:55:57.462Z","updated_at":"2026-04-16T10:57:11.388Z","committers":[{"name":"Kelly Sovacool","email":"kellysovacool@gmail.com","login":"kelly-sovacool","count":1063},{"name":"github-actions[bot]","email":"41898282+github-actions[bot]","login":"github-actions[bot]","count":405},{"name":"Zena Lapp","email":"zenalapp@gmail.com","login":"zenalapp","count":163},{"name":"Begüm D. Topçuoğlu","email":"39833095+BTopcuoglu","login":"BTopcuoglu","count":100},{"name":"BegumTop","email":"begumtop@umich.edu","login":null,"count":52},{"name":"Begum Topcuoglu","email":"begum.topcuoglu@merck.com","login":null,"count":21},{"name":"Nick Lesniak","email":"NLesniak@umich.edu","login":"NLesniak","count":21},{"name":"William L. Close","email":"close.will@gmail.com","login":"wclose","count":13},{"name":"Courtney Armour","email":"courtneyrarmour@gmail.com","login":"courtneyarmour","count":11},{"name":"Pat Schloss","email":"pschloss@umich.edu","login":"pschloss","count":8},{"name":"Tuomas Borman","email":"tvborm@utu.fi","login":"TuomasBorman","count":5},{"name":"Ariangela J. Kozik","email":"ak.microbio@gmail.com","login":"aj-kozik","count":3},{"name":"Lucas Bishop","email":"bishoplucas95@gmail.com","login":"lucas-bishop","count":3},{"name":"Begum Topcuoglu","email":"begumtop@gl-login1.arc-ts.umich.edu","login":null,"count":3},{"name":"sklucas","email":"sklucas","login":"sklucas","count":2},{"name":"tomkoset","email":"tomkoset@umich.edu","login":"tomkoset","count":2},{"name":"Begum Topcuoglu","email":"begumtop@gl-login2.arc-ts.umich.edu","login":null,"count":2},{"name":"Benjamin Valderrama","email":"57266347+Benjamin-Valderrama","login":"Benjamin-Valderrama","count":1},{"name":"JMAStough","email":"jmastough@gmail.com","login":"JMAStough","count":1},{"name":"Samara Rifkin","email":"sbrifkin27@yahoo.com","login":"sbrifkin","count":1},{"name":"Teun van den Brand","email":"tahvdbrand@gmail.com","login":"teunbrand","count":1},{"name":"agarretto96","email":"agarretto96@gmail.com","login":"agarretto96","count":1}],"past_year_committers":[{"name":"Kelly Sovacool","email":"kellysovacool@gmail.com","login":"kelly-sovacool","count":32},{"name":"Tuomas Borman","email":"tvborm@utu.fi","login":"TuomasBorman","count":3},{"name":"Teun van den Brand","email":"tahvdbrand@gmail.com","login":"teunbrand","count":1},{"name":"Benjamin Valderrama","email":"57266347+Benjamin-Valderrama","login":"Benjamin-Valderrama","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-22T00:00:10.876Z","repositories_count":6216267,"commits_count":899159422,"contributors_count":34908139,"owners_count":1144250,"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":{"table":{"full_name":"SchlossLab/mikropml","html_url":"https://github.com/SchlossLab/mikropml","last_synced_at":"2025-11-04T06:09:12.858Z","status":"active","issues_count":53,"pull_requests_count":71,"avg_time_to_close_issue":11670938.488372093,"avg_time_to_close_pull_request":389528.1666666667,"issues_closed_count":43,"pull_requests_closed_count":60,"pull_request_authors_count":8,"issue_authors_count":22,"avg_comments_per_issue":1.2641509433962264,"avg_comments_per_pull_request":0.8309859154929577,"merged_pull_requests_count":60,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":3,"past_year_pull_requests_count":14,"past_year_avg_time_to_close_issue":12465468.5,"past_year_avg_time_to_close_pull_request":57437.8,"past_year_issues_closed_count":2,"past_year_pull_requests_closed_count":5,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.0,"past_year_avg_comments_per_pull_request":0.5714285714285714,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":5,"created_at":"2023-05-10T21:56:00.934Z","updated_at":"2025-11-04T06:09:12.858Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/SchlossLab%2Fmikropml/issues","issue_labels_count":{"table":{"feature":18,"documentation":10,"bug":9,"good first issue":8,"JOSS-paper":6,"wontfix":2,"reprex":1}},"pull_request_labels_count":{"table":{"documentation":2,"JOSS-paper":2,"bug":1}},"issue_author_associations_count":{"table":{"MEMBER":30,"NONE":15,"COLLABORATOR":5,"CONTRIBUTOR":3}},"pull_request_author_associations_count":{"table":{"MEMBER":58,"NONE":5,"COLLABORATOR":5,"CONTRIBUTOR":3}},"issue_authors":{"table":{"kelly-sovacool":26,"pschloss":4,"zenalapp":3,"ecmaggioncalda":2,"sskoldas":1,"dansmith01":1,"Benjamin-Valderrama":1,"SWi1":1,"NLesniak":1,"joannacolovas":1,"Hesham999666":1,"zhq90":1,"marwa38":1,"TuomasBorman":1,"alexmsalmeida":1,"fairquestion":1,"JonnyTran":1,"funnell":1,"courtneyarmour":1,"BTopcuoglu":1,"teunbrand":1,"ebechtold":1}},"pull_request_authors":{"table":{"kelly-sovacool":58,"zenalapp":4,"courtneyarmour":3,"TuomasBorman":2,"BTopcuoglu":1,"megancoden":1,"Benjamin-Valderrama":1,"teunbrand":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-22T00:00:10.827Z","repositories_count":14359286,"issues_count":34448830,"pull_requests_count":112791673,"authors_count":11242715,"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":{"table":{"bug":1}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{"CONTRIBUTOR":1}},"past_year_pull_request_author_associations_count":{"table":{"MEMBER":6,"NONE":2}},"past_year_issue_authors":{"table":{"teunbrand":1}},"past_year_pull_request_authors":{"table":{"kelly-sovacool":6,"Benjamin-Valderrama":1,"teunbrand":1}},"maintainers":[{"table":{"login":"kelly-sovacool","count":84,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kelly-sovacool"}},{"table":{"login":"zenalapp","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zenalapp"}},{"table":{"login":"pschloss","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pschloss"}},{"table":{"login":"BTopcuoglu","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/BTopcuoglu"}},{"table":{"login":"NLesniak","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/NLesniak"}}],"active_maintainers":[{"table":{"login":"kelly-sovacool","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kelly-sovacool"}}]}},"events":{"total":{"ReleaseEvent":1,"DeleteEvent":4,"PullRequestEvent":13,"ForkEvent":3,"IssuesEvent":7,"WatchEvent":4,"IssueCommentEvent":14,"PushEvent":44,"PullRequestReviewEvent":2,"CreateEvent":9},"last_year":{"ReleaseEvent":1,"DeleteEvent":4,"PullRequestEvent":10,"ForkEvent":2,"IssuesEvent":5,"IssueCommentEvent":13,"PushEvent":33,"PullRequestReviewEvent":2,"CreateEvent":8}},"keywords":["machine-learning","r-package","rstats"],"dependencies":[{"ecosystem":"cran","filepath":"DESCRIPTION","sha":null,"kind":"manifest","created_at":"2022-07-18T23:46:58.777Z","updated_at":"2022-07-18T23:46:58.777Z","repository_link":"https://github.com/SchlossLab/mikropml/blob/main/DESCRIPTION","dependencies":[{"id":250760488,"package_name":"R","ecosystem":"cran","requirements":"\u003e= 4.1.0","direct":true,"kind":"depends","optional":false},{"id":250760489,"package_name":"caret","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760490,"package_name":"dplyr","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760491,"package_name":"e1071","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760492,"package_name":"glmnet","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760493,"package_name":"kernlab","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760494,"package_name":"MLmetrics","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760495,"package_name":"randomForest","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760496,"package_name":"rlang","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760497,"package_name":"rpart","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760498,"package_name":"stats","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760499,"package_name":"utils","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760500,"package_name":"xgboost","ecosystem":"cran","requirements":"*","direct":true,"kind":"imports","optional":false},{"id":250760501,"package_name":"doFuture","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760502,"package_name":"foreach","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760503,"package_name":"future","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760504,"package_name":"future.apply","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760505,"package_name":"ggplot2","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760506,"package_name":"knitr","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760507,"package_name":"progress","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760508,"package_name":"progressr","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760509,"package_name":"purrr","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760510,"package_name":"rmarkdown","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760511,"package_name":"testthat","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false},{"id":250760512,"package_name":"tidyr","ecosystem":"cran","requirements":"*","direct":true,"kind":"suggests","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/check.yml","sha":null,"kind":"manifest","created_at":"2023-02-17T09:31:03.926Z","updated_at":"2023-02-17T09:31:03.926Z","repository_link":"https://github.com/SchlossLab/mikropml/blob/main/.github/workflows/check.yml","dependencies":[{"id":7737810639,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810640,"package_name":"r-lib/actions/setup-pandoc","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810641,"package_name":"r-lib/actions/setup-r","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810642,"package_name":"r-lib/actions/setup-r-dependencies","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810643,"package_name":"r-lib/actions/check-r-package","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810644,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/on-release.yml","sha":null,"kind":"manifest","created_at":"2023-02-17T09:31:03.948Z","updated_at":"2023-02-17T09:31:03.948Z","repository_link":"https://github.com/SchlossLab/mikropml/blob/main/.github/workflows/on-release.yml","dependencies":[{"id":7737810648,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810649,"package_name":"ad-m/github-push-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pr_build.yml","sha":null,"kind":"manifest","created_at":"2023-02-17T09:31:03.972Z","updated_at":"2023-02-17T09:31:03.972Z","repository_link":"https://github.com/SchlossLab/mikropml/blob/main/.github/workflows/pr_build.yml","dependencies":[{"id":7737810653,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810654,"package_name":"r-lib/actions/setup-r","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810655,"package_name":"r-lib/actions/setup-pandoc","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810656,"package_name":"ad-m/github-push-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test-coverage.yml","sha":null,"kind":"manifest","created_at":"2023-02-17T09:31:03.994Z","updated_at":"2023-02-17T09:31:03.994Z","repository_link":"https://github.com/SchlossLab/mikropml/blob/main/.github/workflows/test-coverage.yml","dependencies":[{"id":7737810661,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810662,"package_name":"r-lib/actions/setup-r","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810663,"package_name":"r-lib/actions/setup-pandoc","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7737810664,"package_name":"actions/cache","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]}],"score":13.666095978420785,"created_at":"2025-04-11T10:21:15.309Z","updated_at":"2026-06-22T23:01:58.484Z","avatar_url":"https://github.com/SchlossLab.png","language":"R","codemeta":{"@context":"https://doi.org/10.5063/schema/codemeta-2.0","@type":"SoftwareSourceCode","author":[{"@id":"https://orcid.org/0000-0003-3140-537X","@type":"Person","familyName":"Topçuoğlu","givenName":"Begüm"},{"@id":"https://orcid.org/0000-0003-4674-2176","@type":"Person","familyName":"Lapp","givenName":"Zena"},{"@id":"https://orcid.org/0000-0003-3283-829X","@type":"Person","familyName":"Sovacool","givenName":"Kelly"},{"@id":"https://orcid.org/0000-0001-8409-278X","@type":"Person","familyName":"Snitkin","givenName":"Evan"},{"@id":"https://orcid.org/0000-0002-1057-7722","@type":"Person","familyName":"Wiens","givenName":"Jenna"},{"@id":"https://orcid.org/0000-0002-6935-4275","@type":"Person","familyName":"Schloss","givenName":"Patrick"}],"codeRepository":"https://github.com/SchlossLab/mikropml","description":"An interface to build machine learning models for classification and regression problems. 'mikropml' implements the ML pipeline described by Topçuoğlu et al. (2020) \u003chttps://doi.org/10.1128/mBio.00434-20\u003e with reasonable default options for data preprocessing, hyperparameter tuning, cross-validation, testing, model evaluation, and interpretation steps. See the website \u003chttps://www.schlosslab.org/mikropml/\u003e for more information, documentation, and examples.","identifier":"https://doi.org/10.21105/joss.03073","keywords":["machine-learning","r-package","rstats"],"license":"https://spdx.org/licenses/MIT","name":"mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines","url":"https://www.schlosslab.org/mikropml/"},"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/357902","html_url":"https://summary.ecosyste.ms/projects/357902"}