{"id":70487,"name":"ugtm","description":"ugtm: a Python package for Generative Topographic Mapping","url":"https://github.com/hagax8/ugtm","last_synced_at":"2025-09-08T15:05:43.477Z","repository":{"id":62586135,"uuid":"109027861","full_name":"hagax8/ugtm","owner":"hagax8","description":"ugtm: a Python package for Generative Topographic Mapping","archived":false,"fork":false,"pushed_at":"2021-02-22T19:39:42.000Z","size":12837,"stargazers_count":51,"open_issues_count":4,"forks_count":9,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-09-01T03:16:44.915Z","etag":null,"topics":["algorithm","classification","gtm","machine-learning","machine-learning-algorithms","python","regression"],"latest_commit_sha":null,"homepage":"https://ugtm.readthedocs.io/en/latest/overview.html","language":"HTML","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/hagax8.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGES.txt","contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-10-31T17:08:53.000Z","updated_at":"2025-03-06T16:17:54.000Z","dependencies_parsed_at":"2022-11-03T22:35:51.562Z","dependency_job_id":null,"html_url":"https://github.com/hagax8/ugtm","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/hagax8/ugtm","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hagax8","download_url":"https://codeload.github.com/hagax8/ugtm/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/sbom","scorecard":{"id":452704,"data":{"date":"2025-08-11","repo":{"name":"github.com/hagax8/ugtm","commit":"ceaebf06f5cc4854f1e75a49e7bb90e6f8705d6b"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.7,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Code-Review","score":0,"reason":"Found 2/24 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: MIT License: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":0,"reason":"Project has not signed or included provenance with any releases.","details":["Warn: release artifact 2.0.0 not signed: https://api.github.com/repos/hagax8/ugtm/releases/14032257","Warn: release artifact 2.0.0 does not have provenance: https://api.github.com/repos/hagax8/ugtm/releases/14032257"],"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":-1,"reason":"no dependencies found","details":null,"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 9 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-19T08:36:39.102Z","repository_id":62586135,"created_at":"2025-08-19T08:36:39.103Z","updated_at":"2025-08-19T08:36:39.103Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274202772,"owners_count":25240371,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":"hagax8","name":"Héléna A. Gaspar","uuid":"23058735","kind":"user","description":"Cheminformatician + musician. PhD in Cheminformatics from the Université de Strasbourg.","email":"","website":"lovingscience.com","location":"London","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/23058735?u=1ab6932a62c46f49e812062f166df47c33d0d7de\u0026v=4","repositories_count":10,"last_synced_at":"2024-12-06T20:30:40.968Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/hagax8","funding_links":[],"total_stars":58,"followers":25,"following":0,"created_at":"2022-11-20T07:11:49.034Z","updated_at":"2024-12-06T20:30:40.968Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hagax8","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hagax8/repositories"},"packages":[{"id":2958571,"name":"ugtm","ecosystem":"pypi","description":"Generative Topographic Mapping (GTM) for python, GTM classification and GTM regression","homepage":"http://github.com/hagax8/ugtm","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/hagax8/ugtm","keywords_array":[],"namespace":null,"versions_count":7,"first_release_published_at":"2018-06-01T03:06:10.000Z","latest_release_published_at":"2018-11-15T21:26:17.000Z","latest_release_number":"2.0.0","last_synced_at":"2025-09-01T02:34:58.866Z","created_at":"2022-04-10T12:57:10.123Z","updated_at":"2025-09-01T03:07:29.832Z","registry_url":"https://pypi.org/project/ugtm/","install_command":"pip install ugtm --index-url https://pypi.org/simple","documentation_url":"https://ugtm.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":[],"normalized_name":"ugtm","project_status":null},"repo_metadata":{"id":62586135,"uuid":"109027861","full_name":"hagax8/ugtm","owner":"hagax8","description":"ugtm: a Python package for Generative Topographic Mapping","archived":false,"fork":false,"pushed_at":"2021-02-22T19:39:42.000Z","size":12837,"stargazers_count":51,"open_issues_count":4,"forks_count":9,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-07-31T08:15:35.730Z","etag":null,"topics":["algorithm","classification","gtm","machine-learning","machine-learning-algorithms","python","regression"],"latest_commit_sha":null,"homepage":"https://ugtm.readthedocs.io/en/latest/overview.html","language":"HTML","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/hagax8.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGES.txt","contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-10-31T17:08:53.000Z","updated_at":"2025-03-06T16:17:54.000Z","dependencies_parsed_at":"2022-11-03T22:35:51.562Z","dependency_job_id":null,"html_url":"https://github.com/hagax8/ugtm","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/hagax8/ugtm","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hagax8","download_url":"https://codeload.github.com/hagax8/ugtm/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/sbom","scorecard":{"id":452704,"data":{"date":"2025-08-11","repo":{"name":"github.com/hagax8/ugtm","commit":"ceaebf06f5cc4854f1e75a49e7bb90e6f8705d6b"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.7,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Code-Review","score":0,"reason":"Found 2/24 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: MIT License: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":0,"reason":"Project has not signed or included provenance with any releases.","details":["Warn: release artifact 2.0.0 not signed: https://api.github.com/repos/hagax8/ugtm/releases/14032257","Warn: release artifact 2.0.0 does not have provenance: https://api.github.com/repos/hagax8/ugtm/releases/14032257"],"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":-1,"reason":"no dependencies found","details":null,"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 9 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-19T08:36:39.102Z","repository_id":62586135,"created_at":"2025-08-19T08:36:39.103Z","updated_at":"2025-08-19T08:36:39.103Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273068849,"owners_count":25039911,"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":"2025-09-01T02:00:09.058Z","response_time":120,"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":"hagax8","name":"Héléna A. Gaspar","uuid":"23058735","kind":"user","description":"Cheminformatician + musician. PhD in Cheminformatics from the Université de Strasbourg.","email":"","website":"lovingscience.com","location":"London","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/23058735?u=1ab6932a62c46f49e812062f166df47c33d0d7de\u0026v=4","repositories_count":10,"last_synced_at":"2024-12-06T20:30:40.968Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/hagax8","funding_links":[],"total_stars":58,"followers":25,"following":0,"created_at":"2022-11-20T07:11:49.034Z","updated_at":"2024-12-06T20:30:40.968Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hagax8","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hagax8/repositories"},"tags":[{"name":"2.0.0","sha":"f2842848fa014a2865960a62812d840ef222106b","kind":"commit","published_at":"2018-11-15T21:31:49.000Z","download_url":"https://codeload.github.com/hagax8/ugtm/tar.gz/2.0.0","html_url":"https://github.com/hagax8/ugtm/releases/tag/2.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/hagax8/ugtm@2.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/tags/2.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/tags/2.0.0/manifests"},{"name":"v1.1.4","sha":"5dc9d408beadbaf17e59a811ed3de27ea1869c1d","kind":"commit","published_at":"2018-06-01T03:08:43.000Z","download_url":"https://codeload.github.com/hagax8/ugtm/tar.gz/v1.1.4","html_url":"https://github.com/hagax8/ugtm/releases/tag/v1.1.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/hagax8/ugtm@v1.1.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/tags/v1.1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/tags/v1.1.4/manifests"}]},"repo_metadata_updated_at":"2025-09-01T03:07:29.832Z","dependent_packages_count":0,"downloads":121,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":27.096224168152876,"dependent_repos_count":21.64168977689945,"dependent_packages_count":10.051680376746889,"stargazers_count":10.236217462277459,"forks_count":11.929647530535059,"docker_downloads_count":null,"average":16.191091862922345},"purl":"pkg:pypi/ugtm","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/ugtm","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/ugtm","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/ugtm/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-31T06:47:04.090Z","issues_count":7,"pull_requests_count":7,"avg_time_to_close_issue":1144377.0,"avg_time_to_close_pull_request":1677378.0,"issues_closed_count":3,"pull_requests_closed_count":7,"pull_request_authors_count":4,"issue_authors_count":5,"avg_comments_per_issue":1.0,"avg_comments_per_pull_request":1.0,"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,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/issues","maintainers":[{"login":"hagax8","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/hagax8"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ugtm/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ugtm/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ugtm/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ugtm/related_packages","maintainers":[{"uuid":"hagax8","login":"hagax8","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/hagax8/","role":null,"created_at":"2023-02-25T17:34:43.186Z","updated_at":"2023-02-25T17:34:43.186Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/hagax8/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726172,"maintainers_count":308804,"namespaces_count":0,"keywords_count":238245,"github":"pypi","metadata":{"funded_packages_count":50579},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-08T05:32:36.857Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":676134,"full_name":"hagax8/ugtm","default_branch":"master","committers":[{"name":"Héléna A. Gaspar","email":"hagax8@gmail.com","login":null,"count":77},{"name":"git","email":"git@github.com","login":null,"count":36},{"name":"EngineerCoding","email":"Engineercoding@hotmail.nl","login":null,"count":4},{"name":"Héléna Gaspar","email":"helena.gaspar@benevolent.ai","login":null,"count":4},{"name":"hagax8","email":"k1507306@login2.prv.rosalind.compute.estate","login":null,"count":3},{"name":"sshojiro","email":"shojiro.shibayama@gmail.com","login":null,"count":2},{"name":"EngineerCoding","email":"EngineerCoding@hotmail.nl","login":null,"count":1},{"name":"Héléna Gaspar","email":"hagax8@MacBook-Pro-de-Helena.local","login":null,"count":1},{"name":"Philippe Rivière","email":"fil@rezo.net","login":null,"count":1}],"total_commits":129,"total_committers":9,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":14.333333333333334,"dds":0.4031007751937985,"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":"2024-01-24T15:36:45.520Z","last_synced_commit":"ceaebf06f5cc4854f1e75a49e7bb90e6f8705d6b","created_at":"2023-03-09T10:40:47.698Z","updated_at":"2024-01-24T15:36:45.520Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5483990,"commits_count":854433418,"contributors_count":31153023,"owners_count":909123,"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":"hagax8/ugtm","html_url":"https://github.com/hagax8/ugtm","last_synced_at":"2025-09-01T03:07:50.464Z","status":"error","issues_count":7,"pull_requests_count":7,"avg_time_to_close_issue":1144377.0,"avg_time_to_close_pull_request":1677378.0,"issues_closed_count":3,"pull_requests_closed_count":7,"pull_request_authors_count":4,"issue_authors_count":5,"avg_comments_per_issue":1.0,"avg_comments_per_pull_request":1.0,"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":"2023-05-15T02:03:57.404Z","updated_at":"2025-09-01T03:07:50.464Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/hagax8%2Fugtm/issues","issue_labels_count":{"enhancement":2,"wontfix":1},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":3,"NONE":3,"CONTRIBUTOR":1},"pull_request_author_associations_count":{"CONTRIBUTOR":5,"OWNER":2},"issue_authors":{"hagax8":3,"UnixJunkie":1,"kirtov":1,"EngineerCoding":1,"stsouko":1},"pull_request_authors":{"EngineerCoding":3,"hagax8":2,"sshojiro":1,"Fil":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10167544,"issues_count":32012554,"pull_requests_count":100260947,"authors_count":10729845,"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":"hagax8","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/hagax8"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":5},"last_year":{"WatchEvent":5}},"keywords":["algorithm","classification","gtm","machine-learning","machine-learning-algorithms","python","regression"],"dependencies":[{"ecosystem":"pypi","filepath":"docs/source/requires.txt","sha":null,"kind":"manifest","created_at":"2022-11-03T22:35:40.449Z","updated_at":"2022-11-03T22:35:40.449Z","repository_link":"https://github.com/hagax8/ugtm/blob/master/docs/source/requires.txt","dependencies":[{"id":6587294681,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.14.5","direct":true,"kind":"runtime","optional":false},{"id":6587294682,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.20","direct":true,"kind":"runtime","optional":false},{"id":6587294683,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":6587294684,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=0.19.1","direct":true,"kind":"runtime","optional":false},{"id":6587294685,"package_name":"mpld3","ecosystem":"pypi","requirements":"\u003e=0.3","direct":true,"kind":"runtime","optional":false},{"id":6587294686,"package_name":"jinja2","ecosystem":"pypi","requirements":"\u003e=2.10","direct":true,"kind":"runtime","optional":false},{"id":6587294687,"package_name":"altair","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":6587294688,"package_name":"contextlib2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6587294689,"package_name":"docutils","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-11-03T22:35:43.248Z","updated_at":"2022-11-03T22:35:43.248Z","repository_link":"https://github.com/hagax8/ugtm/blob/master/setup.py","dependencies":[{"id":6587296789,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.14.5","direct":true,"kind":"runtime","optional":false},{"id":6587296790,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.20.0","direct":true,"kind":"runtime","optional":false},{"id":6587296791,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":6587296792,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=0.19.1","direct":true,"kind":"runtime","optional":false},{"id":6587296793,"package_name":"mpld3","ecosystem":"pypi","requirements":"\u003e=0.3","direct":true,"kind":"runtime","optional":false},{"id":6587296794,"package_name":"jinja2","ecosystem":"pypi","requirements":"\u003e=2.10.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"ugtm.egg-info/requires.txt","sha":null,"kind":"manifest","created_at":"2022-11-03T22:35:47.459Z","updated_at":"2022-11-03T22:35:47.459Z","repository_link":"https://github.com/hagax8/ugtm/blob/master/ugtm.egg-info/requires.txt","dependencies":[{"id":6587296828,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.14.5","direct":true,"kind":"runtime","optional":false},{"id":6587296829,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.20.0","direct":true,"kind":"runtime","optional":false},{"id":6587296830,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":6587296831,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=0.19.1","direct":true,"kind":"runtime","optional":false},{"id":6587296832,"package_name":"mpld3","ecosystem":"pypi","requirements":"\u003e=0.3","direct":true,"kind":"runtime","optional":false},{"id":6587296833,"package_name":"jinja2","ecosystem":"pypi","requirements":"\u003e=2.10.0","direct":true,"kind":"runtime","optional":false},{"id":6587296834,"package_name":"altair","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":6587296835,"package_name":"contextlib2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":11.016742117941108,"created_at":"2025-09-08T11:19:08.790Z","updated_at":"2025-10-07T08:25:57.178Z","avatar_url":"https://github.com/hagax8.png","language":"HTML","category":null,"sub_category":null,"monthly_downloads":121,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/70487","html_url":"https://science.ecosyste.ms/projects/70487"}