{"id":357920,"url":"https://github.com/sylvaticus/BetaML.jl","last_synced_at":"2026-06-22T23:00:56.986Z","repository":{"id":38099923,"uuid":"254192992","full_name":"sylvaticus/BetaML.jl","owner":"sylvaticus","description":"Beta Machine Learning Toolkit","archived":false,"fork":false,"pushed_at":"2026-06-11T08:37:04.000Z","size":38251,"stargazers_count":106,"open_issues_count":4,"forks_count":14,"subscribers_count":4,"default_branch":"master","last_synced_at":"2026-06-12T18:07:11.572Z","etag":null,"topics":["ai","artificial-intelligence","autoencoder","classification","clustering","data-science","decision-trees","deep-learning","feature-importance","imputation","julia","machine-learning","ml","neural-networks","pca","random-forest","regression"],"latest_commit_sha":null,"homepage":"","language":"Julia","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sylvaticus.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2020-04-08T20:25:53.000Z","updated_at":"2026-06-11T08:38:09.000Z","dependencies_parsed_at":"2026-02-28T15:01:34.876Z","dependency_job_id":null,"html_url":"https://github.com/sylvaticus/BetaML.jl","commit_stats":{"total_commits":573,"total_committers":10,"mean_commits":57.3,"dds":"0.10645724258289702","last_synced_commit":"f70b09a9cba0ba311364017905b0c0364d3ab7aa"},"previous_names":[],"tags_count":44,"template":false,"template_full_name":null,"purl":"pkg:github/sylvaticus/BetaML.jl","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sylvaticus","download_url":"https://codeload.github.com/sylvaticus/BetaML.jl/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34421326,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-16T02:00:06.860Z","response_time":126,"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":"sylvaticus","name":"Antonello Lobianco","uuid":"2077159","kind":"user","description":"Research Engineer in Forest Economics at AgroParisTech / Bureau d'Economie Théorique et Appliquée","email":"","website":"https://lobianco.org/antonello","location":"Nancy, France","twitter":null,"company":"AgroParisTech","icon_url":"https://avatars.githubusercontent.com/u/2077159?v=4","repositories_count":10,"last_synced_at":"2023-03-06T09:06:15.128Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/sylvaticus","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-16T08:24:37.033Z","updated_at":"2023-03-06T09:06:15.137Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sylvaticus","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sylvaticus/repositories"},"packages":[{"id":4312554,"name":"BetaML","ecosystem":"julia","description":"Beta Machine Learning Toolkit","homepage":"","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/sylvaticus/BetaML.jl","keywords_array":["machine-learning","neural-networks","clustering","data-science","deep-learning","imputation","regression","classification","decision-trees","julia","pca","random-forest","ai","artificial-intelligence","ml","feature-importance","autoencoder"],"namespace":null,"versions_count":44,"first_release_published_at":"2020-06-08T16:09:50.000Z","latest_release_published_at":"2025-10-01T00:00:00.000Z","latest_release_number":"0.12.6","last_synced_at":"2026-03-06T17:28:41.897Z","created_at":"2022-04-19T16:35:20.751Z","updated_at":"2026-03-06T17:28:42.441Z","registry_url":"https://juliahub.com/ui/Packages/General/BetaML/","install_command":"Pkg.add(\"BetaML\")","documentation_url":"https://docs.juliahub.com/General/BetaML/stable/","metadata":{"uuid":"024491cd-cc6b-443e-8034-08ea7eb7db2b"},"repo_metadata":{"id":38099923,"uuid":"254192992","full_name":"sylvaticus/BetaML.jl","owner":"sylvaticus","description":"Beta Machine Learning Toolkit","archived":false,"fork":false,"pushed_at":"2025-12-15T09:20:11.000Z","size":38197,"stargazers_count":105,"open_issues_count":4,"forks_count":14,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-12-20T14:59:54.005Z","etag":null,"topics":["ai","artificial-intelligence","autoencoder","classification","clustering","data-science","decision-trees","deep-learning","feature-importance","imputation","julia","machine-learning","ml","neural-networks","pca","random-forest","regression"],"latest_commit_sha":null,"homepage":"","language":"Julia","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sylvaticus.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2020-04-08T20:25:53.000Z","updated_at":"2025-12-15T09:20:16.000Z","dependencies_parsed_at":"2025-11-22T14:04:08.932Z","dependency_job_id":null,"html_url":"https://github.com/sylvaticus/BetaML.jl","commit_stats":{"total_commits":573,"total_committers":10,"mean_commits":57.3,"dds":"0.10645724258289702","last_synced_commit":"f70b09a9cba0ba311364017905b0c0364d3ab7aa"},"previous_names":[],"tags_count":44,"template":false,"template_full_name":null,"purl":"pkg:github/sylvaticus/BetaML.jl","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sylvaticus","download_url":"https://codeload.github.com/sylvaticus/BetaML.jl/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28022940,"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":"2025-12-25T02:00:05.988Z","response_time":58,"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":"sylvaticus","name":"Antonello Lobianco","uuid":"2077159","kind":"user","description":"Research Engineer in Forest Economics at AgroParisTech / Bureau d'Economie Théorique et Appliquée","email":"","website":"https://lobianco.org/antonello","location":"Nancy, France","twitter":null,"company":"AgroParisTech","icon_url":"https://avatars.githubusercontent.com/u/2077159?v=4","repositories_count":10,"last_synced_at":"2023-03-06T09:06:15.128Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/sylvaticus","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-16T08:24:37.033Z","updated_at":"2023-03-06T09:06:15.137Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sylvaticus","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sylvaticus/repositories"},"tags":[]},"repo_metadata_updated_at":"2026-03-06T17:28:42.420Z","dependent_packages_count":1,"downloads":401,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":9.939726027397262,"dependent_packages_count":38.915068493150685,"stargazers_count":9.556164383561644,"forks_count":11.747945205479452,"average":17.53972602739726},"purl":"pkg:julia/BetaML","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/julia/BetaML","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/julia/BetaML","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/julia/BetaML/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-11-04T06:08:23.377Z","issues_count":45,"pull_requests_count":39,"avg_time_to_close_issue":4047148.925,"avg_time_to_close_pull_request":2327047.4864864866,"issues_closed_count":40,"pull_requests_closed_count":37,"pull_request_authors_count":5,"issue_authors_count":13,"avg_comments_per_issue":3.8444444444444446,"avg_comments_per_pull_request":1.2564102564102564,"merged_pull_requests_count":31,"bot_issues_count":0,"bot_pull_requests_count":28,"past_year_issues_count":4,"past_year_pull_requests_count":6,"past_year_avg_time_to_close_issue":771214.3333333334,"past_year_avg_time_to_close_pull_request":4754966.6,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":5,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":2.5,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":6,"past_year_merged_pull_requests_count":5,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/issues","maintainers":[{"login":"sylvaticus","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sylvaticus"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/packages/BetaML/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/packages/BetaML/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/packages/BetaML/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/packages/BetaML/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/packages/BetaML/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/packages/BetaML/codemeta","maintainers":[],"registry":{"name":"juliahub.com","url":"https://juliahub.com","ecosystem":"julia","default":true,"packages_count":13730,"maintainers_count":0,"namespaces_count":0,"keywords_count":7792,"github":"JuliaRegistries","metadata":{"funded_packages_count":866},"icon_url":"https://github.com/JuliaRegistries.png","created_at":"2022-04-19T16:34:08.340Z","updated_at":"2026-06-10T05:19:53.848Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/juliahub.com/namespaces"}}],"commits":{"id":704015,"full_name":"sylvaticus/BetaML.jl","default_branch":"master","total_commits":641,"total_committers":8,"total_bot_commits":9,"total_bot_committers":1,"mean_commits":80.125,"dds":0.0546021840873635,"past_year_total_commits":22,"past_year_total_committers":2,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":11.0,"past_year_dds":0.09090909090909094,"last_synced_at":"2026-06-20T22:03:27.842Z","last_synced_commit":"76b722fc2549fe6a34441ba91a522151127b12eb","created_at":"2023-03-09T12:11:32.635Z","updated_at":"2026-06-20T22:02:54.166Z","committers":[{"name":"Antonello Lobianco","email":"antonello@lobianco.org","login":"sylvaticus","count":606},{"name":"github-actions[bot]","email":"41898282+github-actions[bot]","login":"github-actions[bot]","count":9},{"name":"CompatHelper Julia","email":"compathelper_noreply@julialang.org","login":null,"count":9},{"name":"Roland Schätzle","email":"80126696+roland-KA","login":"roland-KA","count":7},{"name":"Páll Haraldsson","email":"Pall.Haraldsson@gmail.com","login":"PallHaraldsson","count":6},{"name":"Antonello Lobianco","email":"lobianco@lobianco.org","login":null,"count":2},{"name":"Rik Huijzer","email":"t.h.huijzer@rug.nl","login":"rikhuijzer","count":1},{"name":"Arfon Smith","email":"arfon","login":"arfon","count":1}],"past_year_committers":[{"name":"Antonello Lobianco","email":"antonello@lobianco.org","login":"sylvaticus","count":20},{"name":"CompatHelper Julia","email":"compathelper_noreply@julialang.org","login":null,"count":2}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-22T00:00:10.186Z","repositories_count":6266062,"commits_count":874697496,"contributors_count":35091139,"owners_count":1170207,"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":"sylvaticus/BetaML.jl","html_url":"https://github.com/sylvaticus/BetaML.jl","last_synced_at":"2026-06-10T17:01:13.532Z","status":"active","issues_count":45,"pull_requests_count":39,"avg_time_to_close_issue":4047148.925,"avg_time_to_close_pull_request":2327047.4864864866,"issues_closed_count":40,"pull_requests_closed_count":37,"pull_request_authors_count":5,"issue_authors_count":13,"avg_comments_per_issue":3.8666666666666667,"avg_comments_per_pull_request":1.2564102564102564,"merged_pull_requests_count":31,"bot_issues_count":0,"bot_pull_requests_count":28,"past_year_issues_count":3,"past_year_pull_requests_count":4,"past_year_avg_time_to_close_issue":771214.3333333334,"past_year_avg_time_to_close_pull_request":2971768.0,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":3.3333333333333335,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":4,"past_year_merged_pull_requests_count":4,"created_at":"2023-05-10T16:03:44.812Z","updated_at":"2026-06-10T17:01:13.532Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/sylvaticus%2FBetaML.jl/issues","issue_labels_count":{"table":{"bug":2,"question":1}},"pull_request_labels_count":{"table":{}},"issue_author_associations_count":{"table":{"NONE":35,"OWNER":8,"CONTRIBUTOR":2}},"pull_request_author_associations_count":{"table":{"CONTRIBUTOR":39}},"issue_authors":{"table":{"ablaom":23,"sylvaticus":8,"PallHaraldsson":2,"ParadaCarleton":2,"juliohm":2,"vincent-picaud":1,"mlesnoff":1,"simonsteiger":1,"CasBex":1,"rubsc":1,"ConnectedSystems":1,"JuliaTagBot":1,"logankilpatrick":1}},"pull_request_authors":{"table":{"github-actions[bot]":28,"roland-KA":5,"PallHaraldsson":4,"arfon":1,"rikhuijzer":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-12T00:00:21.419Z","repositories_count":14792528,"issues_count":33201022,"pull_requests_count":109499561,"authors_count":11302995,"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":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{"NONE":3}},"past_year_pull_request_author_associations_count":{"table":{"CONTRIBUTOR":4}},"past_year_issue_authors":{"table":{"ablaom":3}},"past_year_pull_request_authors":{"table":{"github-actions[bot]":4}},"maintainers":[{"table":{"login":"sylvaticus","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sylvaticus"}}],"active_maintainers":[]}},"events":{"total":{"CreateEvent":3,"CommitCommentEvent":4,"ReleaseEvent":1,"PullRequestEvent":6,"ForkEvent":1,"IssuesEvent":4,"WatchEvent":11,"IssueCommentEvent":9,"PushEvent":25},"last_year":{"PullRequestEvent":3,"ForkEvent":1,"IssuesEvent":2,"WatchEvent":4,"IssueCommentEvent":5,"PushEvent":12,"CreateEvent":2,"CommitCommentEvent":2}},"keywords":["ai","artificial-intelligence","autoencoder","classification","clustering","data-science","decision-trees","deep-learning","feature-importance","imputation","julia","machine-learning","ml","neural-networks","pca","random-forest","regression"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/TagBot.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T18:03:29.692Z","updated_at":"2023-02-02T18:03:29.692Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/.github/workflows/TagBot.yml","dependencies":[{"id":7318787328,"package_name":"JuliaRegistries/TagBot","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/binder.yaml","sha":null,"kind":"manifest","created_at":"2023-02-02T18:03:29.848Z","updated_at":"2023-02-02T18:03:29.848Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/.github/workflows/binder.yaml","dependencies":[{"id":7318788107,"package_name":"jupyterhub/repo2docker-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/ci-nightly.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T18:03:29.862Z","updated_at":"2023-02-02T18:03:29.862Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/.github/workflows/ci-nightly.yml","dependencies":[{"id":7318788486,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7318788489,"package_name":"julia-actions/setup-julia","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788492,"package_name":"actions/cache","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788494,"package_name":"julia-actions/julia-buildpkg","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788496,"package_name":"julia-actions/julia-runtest","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788498,"package_name":"julia-actions/julia-processcoverage","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788499,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/ci.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T18:03:29.875Z","updated_at":"2023-02-02T18:03:29.875Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/.github/workflows/ci.yml","dependencies":[{"id":7318788741,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7318788744,"package_name":"julia-actions/setup-julia","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788746,"package_name":"actions/cache","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788747,"package_name":"julia-actions/julia-buildpkg","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788749,"package_name":"julia-actions/julia-runtest","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788751,"package_name":"julia-actions/julia-processcoverage","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7318788752,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/CompatHelper.yml","sha":null,"kind":"manifest","created_at":"2023-10-02T09:09:20.363Z","updated_at":"2023-10-02T09:09:20.363Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/.github/workflows/CompatHelper.yml","dependencies":[]},{"ecosystem":"julia","filepath":"docs/src/tutorials/Project.toml","sha":null,"kind":"manifest","created_at":"2026-02-28T15:01:34.612Z","updated_at":"2026-02-28T15:01:34.612Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/docs/src/tutorials/Project.toml","dependencies":[{"id":25828072637,"package_name":"BetaML","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072641,"package_name":"CSV","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072642,"package_name":"Combinatorics","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072643,"package_name":"DataFrames","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072644,"package_name":"DecisionTree","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072645,"package_name":"DelimitedFiles","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072646,"package_name":"Distributions","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072647,"package_name":"Flux","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072648,"package_name":"LinearAlgebra","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072649,"package_name":"PDMats","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072650,"package_name":"ProgressMeter","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072651,"package_name":"Random","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072652,"package_name":"Reexport","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072653,"package_name":"Statistics","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072654,"package_name":"StatsPlots","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072655,"package_name":"Test","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072656,"package_name":"Zygote","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"julia","filepath":"test/Project.toml","sha":null,"kind":"manifest","created_at":"2026-02-28T15:01:34.722Z","updated_at":"2026-02-28T15:01:34.722Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/test/Project.toml","dependencies":[{"id":25828072677,"package_name":"AbstractTrees","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072678,"package_name":"BetaML","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072679,"package_name":"CategoricalArrays","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072680,"package_name":"Combinatorics","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072681,"package_name":"Dates","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072682,"package_name":"DecisionTree","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072683,"package_name":"DelimitedFiles","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072684,"package_name":"Distributions","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072685,"package_name":"DocStringExtensions","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072686,"package_name":"LinearAlgebra","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072687,"package_name":"MLDatasets","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072688,"package_name":"MLJBase","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072689,"package_name":"MLJTestIntegration","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072690,"package_name":"MLJTestInterface","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072691,"package_name":"PDMats","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072692,"package_name":"Pipe","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072693,"package_name":"Plots","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072694,"package_name":"ProgressMeter","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072695,"package_name":"Random","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072696,"package_name":"Reexport","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072697,"package_name":"StableRNGs","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072698,"package_name":"StatisticalMeasures","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072699,"package_name":"Statistics","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072700,"package_name":"Test","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072701,"package_name":"TreeRecipe","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072705,"package_name":"Zygote","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"julia","filepath":"Project.toml","sha":null,"kind":"manifest","created_at":"2026-02-28T15:01:32.567Z","updated_at":"2026-02-28T15:01:32.567Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/Project.toml","dependencies":[{"id":25828072194,"package_name":"AbstractTrees","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072195,"package_name":"CategoricalArrays","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072196,"package_name":"Combinatorics","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072197,"package_name":"DelimitedFiles","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072231,"package_name":"Distributions","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072232,"package_name":"DocStringExtensions","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072233,"package_name":"ForceImport","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072237,"package_name":"JLD2","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072270,"package_name":"LinearAlgebra","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072271,"package_name":"LoopVectorization","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072317,"package_name":"MLJModelInterface","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072422,"package_name":"PDMats","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072430,"package_name":"PrecompileTools","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072462,"package_name":"Printf","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072477,"package_name":"ProgressMeter","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072478,"package_name":"Random","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072480,"package_name":"Reexport","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072481,"package_name":"StableRNGs","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072494,"package_name":"StaticArrays","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072495,"package_name":"Statistics","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072496,"package_name":"StatsBase","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072497,"package_name":"Test","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072534,"package_name":"Zygote","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"julia","filepath":"docs/Project.toml","sha":null,"kind":"manifest","created_at":"2026-02-28T15:01:33.984Z","updated_at":"2026-02-28T15:01:33.984Z","repository_link":"https://github.com/sylvaticus/BetaML.jl/blob/master/docs/Project.toml","dependencies":[{"id":25828072548,"package_name":"BenchmarkTools","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072549,"package_name":"BetaML","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072550,"package_name":"CSV","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072551,"package_name":"Clustering","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072555,"package_name":"Conda","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072562,"package_name":"DataFrames","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072564,"package_name":"DataStructures","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072565,"package_name":"DecisionTree","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072566,"package_name":"DelimitedFiles","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072567,"package_name":"Distances","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072572,"package_name":"Distributions","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072573,"package_name":"Documenter","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072574,"package_name":"Flux","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072575,"package_name":"GaussianMixtures","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072576,"package_name":"HTTP","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072577,"package_name":"LinearAlgebra","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072578,"package_name":"Literate","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072602,"package_name":"MLDatasets","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072603,"package_name":"MLJ","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072604,"package_name":"Pipe","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072605,"package_name":"Plots","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072606,"package_name":"Printf","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072607,"package_name":"PyCall","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072615,"package_name":"RCall","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072616,"package_name":"RDatasets","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072617,"package_name":"Random","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072618,"package_name":"ShapML","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072633,"package_name":"StableRNGs","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072634,"package_name":"Statistics","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25828072635,"package_name":"Test","ecosystem":"julia","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":12.776373996091273,"created_at":"2025-04-11T10:21:18.346Z","updated_at":"2026-06-22T23:00:56.986Z","avatar_url":"https://github.com/sylvaticus.png","language":"Julia","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/357920","html_url":"https://summary.ecosyste.ms/projects/357920"}