{"id":70064,"name":"pyprophet","description":"PyProphet: Semi-supervised learning and scoring of OpenSWATH results.","url":"https://github.com/pyprophet/pyprophet","last_synced_at":"2025-09-08T14:59:57.502Z","repository":{"id":9689494,"uuid":"63005398","full_name":"PyProphet/pyprophet","owner":"PyProphet","description":"PyProphet: Semi-supervised learning and scoring of OpenSWATH results.","archived":false,"fork":false,"pushed_at":"2025-08-19T17:08:45.000Z","size":60316,"stargazers_count":29,"open_issues_count":12,"forks_count":21,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-08-19T19:27:34.656Z","etag":null,"topics":["data-independent-acquisition","mass-spectrometry","openswath","proteomics","python","semi-supervised-learning","swath-ms"],"latest_commit_sha":null,"homepage":"http://www.openswath.org","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/PyProphet.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}},"created_at":"2016-07-10T15:31:31.000Z","updated_at":"2025-08-19T17:08:45.000Z","dependencies_parsed_at":"2025-07-24T22:22:39.370Z","dependency_job_id":null,"html_url":"https://github.com/PyProphet/pyprophet","commit_stats":{"total_commits":507,"total_committers":20,"mean_commits":25.35,"dds":0.6035502958579881,"last_synced_commit":"31eecfe066b41533b707658a4e62edcab33866e8"},"previous_names":[],"tags_count":30,"template":false,"template_full_name":null,"purl":"pkg:github/PyProphet/pyprophet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PyProphet","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/sbom","scorecard":{"id":115258,"data":{"date":"2025-08-11","repo":{"name":"github.com/PyProphet/pyprophet","commit":"c5e7b4e22b7f238c59e2eac2ff061abeed325b6c"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":5.4,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","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":1,"reason":"Found 2/16 approved changesets -- score normalized to 1","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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'contents' permission set to 'read': .github/workflows/dockerpublish.yml:13","Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/dependabot.yml:1","Warn: no topLevel permission defined: .github/workflows/dockerpublish.yml:1","Warn: no topLevel permission defined: .github/workflows/pythonpublish.yml:1","Info: no jobLevel write permissions found"],"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":"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":"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:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"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":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"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":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/dockerpublish.yml:8"],"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":"Pinned-Dependencies","score":2,"reason":"dependency not pinned by hash detected -- score normalized to 2","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/dockerpublish.yml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/dockerpublish.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pythonpublish.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/pythonpublish.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pythonpublish.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/pythonpublish.yml/master?enable=pin","Warn: containerImage not pinned by hash: Dockerfile:2: pin your Docker image by updating python:3.9.1 to python:3.9.1@sha256:ca8bd3c91af8b12c2d042ade99f7c8f578a9f80a0dbbd12ed261eeba96dd632f","Warn: pipCommand not pinned by hash: Dockerfile:5","Warn: pipCommand not pinned by hash: Dockerfile:8","Warn: pipCommand not pinned by hash: Dockerfile:9","Warn: pipCommand not pinned by hash: Dockerfile:10","Warn: pipCommand not pinned by hash: Dockerfile:17","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/pythonpublish.yml:18","Warn: pipCommand not pinned by hash: .github/workflows/pythonpublish.yml:19","Info:   0 out of   5 GitHub-owned GitHubAction dependencies pinned","Info:   4 out of   4 third-party GitHubAction dependencies pinned","Info:   0 out of   1 containerImage dependencies pinned","Info:   0 out of  10 pipCommand dependencies pinned"],"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":"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":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 18 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":"2025-08-16T01:03:07.429Z","repository_id":9689494,"created_at":"2025-08-16T01:03:07.429Z","updated_at":"2025-08-16T01:03:07.429Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274202747,"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":"PyProphet","name":"PyProphet","uuid":"11459058","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/11459058?v=4","repositories_count":4,"last_synced_at":"2024-03-27T09:07:13.482Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/PyProphet","funding_links":[],"total_stars":28,"followers":3,"following":0,"created_at":"2022-11-05T20:04:14.208Z","updated_at":"2024-03-27T09:07:14.073Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PyProphet","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PyProphet/repositories"},"packages":[{"id":2880239,"name":"pyprophet","ecosystem":"pypi","description":"PyProphet: Semi-supervised learning and scoring of OpenSWATH results.","homepage":null,"licenses":"BSD","normalized_licenses":["BSD-3-Clause"],"repository_url":"https://github.com/PyProphet/pyprophet","keywords_array":["bioinformatics","openSWATH","mass spectrometry"],"namespace":null,"versions_count":84,"first_release_published_at":"2013-06-25T15:23:05.000Z","latest_release_published_at":"2025-07-24T20:12:14.000Z","latest_release_number":"3.0.1","last_synced_at":"2025-08-19T19:46:52.499Z","created_at":"2022-04-10T12:17:11.729Z","updated_at":"2025-08-19T20:11:44.534Z","registry_url":"https://pypi.org/project/pyprophet/","install_command":"pip install pyprophet --index-url https://pypi.org/simple","documentation_url":"https://pyprophet.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 3 - Alpha","Environment :: Console","Intended Audience :: Science/Research","License :: OSI Approved :: BSD License","Operating System :: OS Independent","Topic :: Scientific/Engineering :: Bio-Informatics","Topic :: Scientific/Engineering :: Chemistry"],"normalized_name":"pyprophet","project_status":null},"repo_metadata":{"id":9689494,"uuid":"63005398","full_name":"PyProphet/pyprophet","owner":"PyProphet","description":"PyProphet: Semi-supervised learning and scoring of OpenSWATH results.","archived":false,"fork":false,"pushed_at":"2025-08-19T17:08:45.000Z","size":60316,"stargazers_count":29,"open_issues_count":12,"forks_count":21,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-08-19T19:27:34.656Z","etag":null,"topics":["data-independent-acquisition","mass-spectrometry","openswath","proteomics","python","semi-supervised-learning","swath-ms"],"latest_commit_sha":null,"homepage":"http://www.openswath.org","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/PyProphet.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}},"created_at":"2016-07-10T15:31:31.000Z","updated_at":"2025-08-19T17:08:45.000Z","dependencies_parsed_at":"2025-07-24T22:22:39.370Z","dependency_job_id":null,"html_url":"https://github.com/PyProphet/pyprophet","commit_stats":{"total_commits":507,"total_committers":20,"mean_commits":25.35,"dds":0.6035502958579881,"last_synced_commit":"31eecfe066b41533b707658a4e62edcab33866e8"},"previous_names":[],"tags_count":30,"template":false,"template_full_name":null,"purl":"pkg:github/PyProphet/pyprophet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PyProphet","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/sbom","scorecard":{"id":115258,"data":{"date":"2025-08-11","repo":{"name":"github.com/PyProphet/pyprophet","commit":"c5e7b4e22b7f238c59e2eac2ff061abeed325b6c"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":5.4,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","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":1,"reason":"Found 2/16 approved changesets -- score normalized to 1","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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'contents' permission set to 'read': .github/workflows/dockerpublish.yml:13","Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/dependabot.yml:1","Warn: no topLevel permission defined: .github/workflows/dockerpublish.yml:1","Warn: no topLevel permission defined: .github/workflows/pythonpublish.yml:1","Info: no jobLevel write permissions found"],"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":"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":"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:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"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":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"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":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/dockerpublish.yml:8"],"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":"Pinned-Dependencies","score":2,"reason":"dependency not pinned by hash detected -- score normalized to 2","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/dockerpublish.yml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/dockerpublish.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pythonpublish.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/pythonpublish.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pythonpublish.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/PyProphet/pyprophet/pythonpublish.yml/master?enable=pin","Warn: containerImage not pinned by hash: Dockerfile:2: pin your Docker image by updating python:3.9.1 to python:3.9.1@sha256:ca8bd3c91af8b12c2d042ade99f7c8f578a9f80a0dbbd12ed261eeba96dd632f","Warn: pipCommand not pinned by hash: Dockerfile:5","Warn: pipCommand not pinned by hash: Dockerfile:8","Warn: pipCommand not pinned by hash: Dockerfile:9","Warn: pipCommand not pinned by hash: Dockerfile:10","Warn: pipCommand not pinned by hash: Dockerfile:17","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/pythonpublish.yml:18","Warn: pipCommand not pinned by hash: .github/workflows/pythonpublish.yml:19","Info:   0 out of   5 GitHub-owned GitHubAction dependencies pinned","Info:   4 out of   4 third-party GitHubAction dependencies pinned","Info:   0 out of   1 containerImage dependencies pinned","Info:   0 out of  10 pipCommand dependencies pinned"],"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":"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":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 18 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":"2025-08-16T01:03:07.429Z","repository_id":9689494,"created_at":"2025-08-16T01:03:07.429Z","updated_at":"2025-08-16T01:03:07.429Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271215036,"owners_count":24720097,"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":"2025-08-19T02:00:09.176Z","response_time":63,"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":"PyProphet","name":"PyProphet","uuid":"11459058","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/11459058?v=4","repositories_count":4,"last_synced_at":"2024-03-27T09:07:13.482Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/PyProphet","funding_links":[],"total_stars":28,"followers":3,"following":0,"created_at":"2022-11-05T20:04:14.208Z","updated_at":"2024-03-27T09:07:14.073Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PyProphet","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PyProphet/repositories"},"tags":[{"name":"3.0.1","sha":"136b6ca8a9130e51e61438a417bbb04474925162","kind":"commit","published_at":"2025-07-24T20:10:36.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/3.0.1","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/3.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@3.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/3.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/3.0.1/manifests"},{"name":"3.0.0","sha":"4f1fa647fba9b791b965e8ef4aee66d7162dcba0","kind":"commit","published_at":"2025-06-13T23:51:41.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/3.0.0","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/3.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@3.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/3.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/3.0.0/manifests"},{"name":"2.3.4","sha":"c850fbdbd5167bb6e0a667c6c5df2bf5ee70cea7","kind":"commit","published_at":"2025-04-30T17:45:00.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.3.4","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.3.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.3.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.4/manifests"},{"name":"2.3.3","sha":"ea95b446fc4b0dba28c20e66421f35f7fa0c7ab6","kind":"commit","published_at":"2025-04-30T03:02:21.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.3.3","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.3.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.3.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.3/manifests"},{"name":"2.3.2","sha":"0afdda32475acfa0ce15de68e6a50e18bbbed744","kind":"commit","published_at":"2025-04-29T12:21:31.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.3.2","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.2/manifests"},{"name":"2.3.1","sha":"2ce20c023283d6271332546109b577d56819473d","kind":"commit","published_at":"2025-04-28T21:52:04.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.3.1","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.1/manifests"},{"name":"2.3.0","sha":"5ccdee3fe2afce05fa9ece822e0d43c5b17a15ca","kind":"commit","published_at":"2025-04-07T21:00:51.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.3.0","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.3.0/manifests"},{"name":"2.2.9","sha":"64c6a60f9e67f807f60889945b347ddbfe2552d8","kind":"commit","published_at":"2024-10-30T23:42:17.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.9","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.9/manifests"},{"name":"2.2.8","sha":"51908f888dd30b608d9d95e6fe8ee37593fb177e","kind":"commit","published_at":"2024-10-12T15:41:48.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.8","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.8/manifests"},{"name":"2.2.7","sha":"470ae6dc3075b0efb8bfc790c468b26db3876db6","kind":"commit","published_at":"2024-10-09T21:35:18.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.7","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.7/manifests"},{"name":"2.2.6","sha":"2ef2561c05adc03adedde989f115ab8834075dc5","kind":"commit","published_at":"2024-10-09T21:18:33.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.6","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.6/manifests"},{"name":"2.2.5","sha":"a00443c5a4fc46032be263c692c6e8576b3c8a83","kind":"commit","published_at":"2023-02-22T16:16:47.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.5","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.5/manifests"},{"name":"2.2.4","sha":"c197d861d1a085c263aec5b4121e83ac237e14ec","kind":"commit","published_at":"2023-02-19T08:06:42.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.4","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.4/manifests"},{"name":"2.2.3","sha":"f77a0345bb539f81159965aef977dc59536c4c55","kind":"commit","published_at":"2022-12-15T09:36:19.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.3","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.3/manifests"},{"name":"2.2.2","sha":"f793f8cdf0b727f722b2a3af0b107f8cccf2bdfc","kind":"commit","published_at":"2022-12-15T09:07:00.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.2","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.2/manifests"},{"name":"2.2.1","sha":"19fdd35d870472179858785d0fd1e1c0eb62f479","kind":"commit","published_at":"2022-12-15T08:47:57.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.1","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.1/manifests"},{"name":"2.2.0","sha":"61aab23d8b37cf73b8b7d8c91cf11b380426a8cf","kind":"commit","published_at":"2022-12-15T08:39:08.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.2.0","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.2.0/manifests"},{"name":"2.1.12","sha":"b362fd076a7a96a789cc856567855c90115c49d5","kind":"commit","published_at":"2022-11-15T12:08:20.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.12","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.12","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.12","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.12","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.12/manifests"},{"name":"2.1.11","sha":"794be1e1e671cbbc09fdf208e10418a30706ec13","kind":"commit","published_at":"2022-07-07T07:51:47.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.11","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.11","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.11","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.11","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.11/manifests"},{"name":"2.1.10","sha":"b179f1890d1c14545d462c069c8e07097082d434","kind":"commit","published_at":"2021-02-22T12:59:12.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.10","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.10","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.10","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.10","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.10/manifests"},{"name":"2.1.9","sha":"45897b2cf5a86f3f2d495b6c888cca47e9f38d58","kind":"commit","published_at":"2021-02-22T10:35:22.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.9","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.9/manifests"},{"name":"2.1.8","sha":"42dbdf9b5ef6b2c9cd20a68d09d08702fd869a33","kind":"commit","published_at":"2021-02-22T09:38:10.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.8","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.8/manifests"},{"name":"2.1.7","sha":"8812f6c7b64d8f8cbb3e30b74b65d77bb9b89d25","kind":"commit","published_at":"2021-02-19T10:47:27.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.7","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.7/manifests"},{"name":"2.1.6","sha":"9537368caf8c481805e1ad05a5ac83ffc52116ea","kind":"commit","published_at":"2021-01-21T13:59:13.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.6","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.6/manifests"},{"name":"2.1.5","sha":"068dc549272f2982b4e22605e6dc2fb9648b230b","kind":"commit","published_at":"2020-04-07T07:57:44.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.5","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.5/manifests"},{"name":"2.1.4","sha":"16f1f2b9f5922246126020b6b2f53c5ac23c79da","kind":"commit","published_at":"2019-12-11T11:17:22.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.4","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.4/manifests"},{"name":"2.1.3","sha":"f546ad171750cd7685afbde6785fe71f82cadb35","kind":"commit","published_at":"2019-04-15T13:58:34.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.3","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.3/manifests"},{"name":"2.1.2","sha":"03cbd20b2fe40f2bac8c6a9aec3e4b0375341dc1","kind":"commit","published_at":"2019-04-11T20:02:24.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.2","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.2/manifests"},{"name":"2.1.1","sha":"218e18a3c7649df7c1509486a2790b9f40c2a78f","kind":"commit","published_at":"2019-04-11T14:33:28.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.1","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.1/manifests"},{"name":"2.1.0","sha":"51b589d5f32cf15e1b7ff804f1fb0965c3778efd","kind":"commit","published_at":"2019-04-02T13:32:01.000Z","download_url":"https://codeload.github.com/PyProphet/pyprophet/tar.gz/2.1.0","html_url":"https://github.com/PyProphet/pyprophet/releases/tag/2.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/PyProphet/pyprophet@2.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/tags/2.1.0/manifests"}]},"repo_metadata_updated_at":"2025-08-19T20:11:44.533Z","dependent_packages_count":2,"downloads":254,"downloads_period":"last-month","dependent_repos_count":4,"rankings":{"downloads":11.133598979246333,"dependent_repos_count":7.520464010314741,"dependent_packages_count":3.1321498259172817,"stargazers_count":12.24718628137569,"forks_count":8.245689209921226,"docker_downloads_count":1.569162316384289,"average":7.308041770526593},"purl":"pkg:pypi/pyprophet","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pyprophet","docker_dependents_count":1,"docker_downloads_count":35,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pyprophet","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pyprophet/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-24T20:19:07.618Z","issues_count":42,"pull_requests_count":87,"avg_time_to_close_issue":31905455.34285714,"avg_time_to_close_pull_request":4637201.951219512,"issues_closed_count":35,"pull_requests_closed_count":82,"pull_request_authors_count":7,"issue_authors_count":32,"avg_comments_per_issue":3.3095238095238093,"avg_comments_per_pull_request":0.7241379310344828,"merged_pull_requests_count":75,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":5,"past_year_pull_requests_count":19,"past_year_avg_time_to_close_issue":16108311.5,"past_year_avg_time_to_close_pull_request":1480748.4666666666,"past_year_issues_closed_count":2,"past_year_pull_requests_closed_count":15,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":2.6,"past_year_avg_comments_per_pull_request":1.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":2,"past_year_merged_pull_requests_count":14,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyprophet/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyprophet/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyprophet/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyprophet/related_packages","maintainers":[{"uuid":"grosenberger","login":"grosenberger","name":null,"email":null,"url":null,"packages_count":3,"html_url":"https://pypi.org/user/grosenberger/","role":null,"created_at":"2022-12-15T09:38:02.409Z","updated_at":"2022-12-15T09:38:02.409Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/grosenberger/packages"},{"uuid":"uweschmitt","login":"uweschmitt","name":null,"email":null,"url":null,"packages_count":52,"html_url":"https://pypi.org/user/uweschmitt/","role":null,"created_at":"2022-12-15T09:38:02.387Z","updated_at":"2022-12-15T09:38:02.387Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/uweschmitt/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726167,"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":639866,"full_name":"PyProphet/pyprophet","default_branch":"master","committers":[{"name":"George Rosenberger","email":"gr2578@cumc.columbia.edu","login":null,"count":201},{"name":"Uwe Schmitt","email":"uwe.schmitt@id.ethz.ch","login":null,"count":93},{"name":"Uwe Schmitt","email":"uschmitt@mineway.de","login":null,"count":74},{"name":"singjc","email":"justincsing@gmail.com","login":null,"count":57},{"name":"George Rosenberger","email":"george.rosenberger@unibas.ch","login":null,"count":15},{"name":"Hannes Roest","email":"roest@imsb.biol.ethz.ch","login":null,"count":13},{"name":"oliveralka","email":"randalthor89@gmx.net","login":null,"count":12},{"name":"George Rosenberger","email":"rosenberger@imsb.biol.ethz.ch","login":null,"count":11},{"name":"Johan Teleman","email":"johan.teleman@immun.lth.se","login":null,"count":7},{"name":"Hannes Roest","email":"hroest@stanford.edu","login":null,"count":6},{"name":"guoci","email":"zguoci@gmail.com","login":null,"count":4},{"name":"Hannes Roest","email":"hannes.rost@utoronto.ca","login":null,"count":4},{"name":"fickludd","email":"johan.teleman@gmail.com","login":null,"count":2},{"name":"Uwe Schmitt","email":"uschmitt@srv005.(none)","login":null,"count":2},{"name":"Hannes Roest","email":"hannesroest@gmx.ch","login":null,"count":1},{"name":"Rohan Shah","email":"rshah@cmri.org.au","login":null,"count":1},{"name":"Daniel Hyduke","email":"daniel.hyduke@stemcentrx.com","login":null,"count":1},{"name":"George Rosenberger","email":"grosenberger@neon.local","login":null,"count":1},{"name":"Joshua Charkow","email":"47336288+jcharkow","login":"jcharkow","count":1},{"name":"Justin Sing","email":"32938975+singjc","login":"singjc","count":1}],"total_commits":507,"total_committers":20,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":25.35,"dds":0.6035502958579881,"past_year_committers":[{"name":"singjc","email":"justincsing@gmail.com","login":null,"count":33},{"name":"George Rosenberger","email":"gr2578@cumc.columbia.edu","login":null,"count":9},{"name":"Joshua Charkow","email":"47336288+jcharkow","login":"jcharkow","count":1},{"name":"Justin Sing","email":"32938975+singjc","login":"singjc","count":1}],"past_year_total_commits":44,"past_year_total_committers":4,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":11.0,"past_year_dds":0.25,"last_synced_at":"2023-10-25T14:39:47.107Z","last_synced_commit":"31eecfe066b41533b707658a4e62edcab33866e8","created_at":"2023-03-09T08:49:52.390Z","updated_at":"2023-10-25T14:39:47.107Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-06T00:00:13.651Z","repositories_count":5480019,"commits_count":853389126,"contributors_count":31098155,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"PyProphet/pyprophet","html_url":"https://github.com/PyProphet/pyprophet","last_synced_at":"2025-08-31T15:56:12.684Z","status":null,"issues_count":42,"pull_requests_count":105,"avg_time_to_close_issue":32768261.26470588,"avg_time_to_close_pull_request":4185482.4210526315,"issues_closed_count":34,"pull_requests_closed_count":95,"pull_request_authors_count":7,"issue_authors_count":32,"avg_comments_per_issue":3.261904761904762,"avg_comments_per_pull_request":0.5333333333333333,"merged_pull_requests_count":87,"bot_issues_count":0,"bot_pull_requests_count":5,"past_year_issues_count":4,"past_year_pull_requests_count":37,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":1413624.892857143,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":28,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":1.0,"past_year_avg_comments_per_pull_request":0.32432432432432434,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":5,"past_year_merged_pull_requests_count":26,"created_at":"2023-05-14T21:43:50.346Z","updated_at":"2025-09-02T19:11:15.993Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/PyProphet%2Fpyprophet/issues","issue_labels_count":{"refactor":1},"pull_request_labels_count":{"dependencies":5,"python":5,"refactor":1},"issue_author_associations_count":{"NONE":32,"CONTRIBUTOR":10},"pull_request_author_associations_count":{"CONTRIBUTOR":108,"NONE":5},"issue_authors":{"hroest":4,"jcharkow":3,"singjc":2,"fangfeiz":2,"bretttully":2,"oliveralka":2,"mantouRobot":2,"dpryan79":1,"HFan11":1,"Allen188":1,"Hitlikegh":1,"tachengxmu":1,"Matthias313":1,"summerghw":1,"shubham1637":1,"kometkamerat":1,"doodleryul":1,"sian231":1,"mwalzer":1,"sjr24":1,"cbielow":1,"Leon-Bichmann":1,"kairenchen721":1,"lmangnier":1,"ajsweatt":1,"andyzim111":1,"abelew":1,"yachliu":1,"yuz2011":1,"bruadi":1,"patruong":1,"mchiapello":1},"pull_request_authors":{"singjc":40,"grosenberger":39,"jcharkow":19,"dependabot[bot]":5,"oliveralka":5,"hroest":4,"rohan-shah":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-06T00:00:15.144Z","repositories_count":10117136,"issues_count":31659082,"pull_requests_count":98537866,"authors_count":10708867,"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":{"refactor":1},"past_year_pull_request_labels_count":{"dependencies":5,"python":5,"refactor":1},"past_year_issue_author_associations_count":{"CONTRIBUTOR":4},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":39,"NONE":3},"past_year_issue_authors":{"jcharkow":2,"singjc":2},"past_year_pull_request_authors":{"singjc":22,"jcharkow":15,"dependabot[bot]":5},"maintainers":[],"active_maintainers":[]},"events":{"total":{"CreateEvent":11,"IssuesEvent":5,"ReleaseEvent":9,"WatchEvent":1,"DeleteEvent":6,"IssueCommentEvent":21,"PushEvent":34,"PullRequestReviewCommentEvent":34,"PullRequestReviewEvent":41,"PullRequestEvent":35},"last_year":{"CreateEvent":11,"IssuesEvent":5,"ReleaseEvent":9,"WatchEvent":1,"DeleteEvent":6,"IssueCommentEvent":21,"PushEvent":34,"PullRequestReviewCommentEvent":34,"PullRequestReviewEvent":41,"PullRequestEvent":35}},"keywords":["data-independent-acquisition","mass-spectrometry","openswath","proteomics","python","semi-supervised-learning","swath-ms"],"dependencies":[{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-09-01T23:30:57.540Z","updated_at":"2022-09-01T23:30:57.540Z","repository_link":"https://github.com/PyProphet/pyprophet/blob/master/setup.py","dependencies":[{"id":3555249983,"package_name":"Click","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249984,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249985,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249986,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249987,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249988,"package_name":"numexpr","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249989,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249990,"package_name":"xgboost","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249991,"package_name":"hyperopt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249992,"package_name":"statsmodels","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249993,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3555249994,"package_name":"tabulate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/dockerpublish.yml","sha":null,"kind":"manifest","created_at":"2023-01-13T16:24:06.313Z","updated_at":"2023-01-13T16:24:06.313Z","repository_link":"https://github.com/PyProphet/pyprophet/blob/master/.github/workflows/dockerpublish.yml","dependencies":[{"id":6890522409,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":6890522410,"package_name":"docker/login-action","ecosystem":"actions","requirements":"f054a8b539a109f9f41c372932f1ae047eff08c9","direct":true,"kind":"composite","optional":false},{"id":6890522411,"package_name":"docker/metadata-action","ecosystem":"actions","requirements":"98669ae865ea3cffbcbaa878cf57c20bbf1c6c38","direct":true,"kind":"composite","optional":false},{"id":6890522412,"package_name":"docker/build-push-action","ecosystem":"actions","requirements":"ad44023a93711e3deb337508980b4b5e9bcdc5dc","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pythonpublish.yml","sha":null,"kind":"manifest","created_at":"2023-01-13T16:24:06.618Z","updated_at":"2023-01-13T16:24:06.618Z","repository_link":"https://github.com/PyProphet/pyprophet/blob/master/.github/workflows/pythonpublish.yml","dependencies":[{"id":6890522470,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":6890522471,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2023-01-13T16:24:06.819Z","updated_at":"2023-01-13T16:24:06.819Z","repository_link":"https://github.com/PyProphet/pyprophet/blob/master/Dockerfile","dependencies":[{"id":6890523382,"package_name":"python","ecosystem":"docker","requirements":"3.9.1","direct":true,"kind":"build","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/ci.yml","sha":null,"kind":"manifest","created_at":"2025-05-18T16:41:57.920Z","updated_at":"2025-05-18T16:41:57.920Z","repository_link":"https://github.com/PyProphet/pyprophet/blob/master/.github/workflows/ci.yml","dependencies":[{"id":23189303373,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23189303374,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/dependabot.yml","sha":null,"kind":"manifest","created_at":"2025-05-18T16:41:57.979Z","updated_at":"2025-05-18T16:41:57.979Z","repository_link":"https://github.com/PyProphet/pyprophet/blob/master/.github/workflows/dependabot.yml","dependencies":[]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-05-18T16:41:58.060Z","updated_at":"2025-05-18T16:41:58.060Z","repository_link":"https://github.com/PyProphet/pyprophet/blob/master/pyproject.toml","dependencies":[{"id":23189303388,"package_name":"Click","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303389,"package_name":"duckdb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303390,"package_name":"duckdb-extensions","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303818,"package_name":"duckdb-extension-sqlite-scanner","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303819,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e= 1.26.4","direct":true,"kind":"runtime","optional":false},{"id":23189303820,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303821,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e= 2.0","direct":true,"kind":"runtime","optional":false},{"id":23189303822,"package_name":"polars","ecosystem":"pypi","requirements":"\u003e= 1.28.1","direct":true,"kind":"runtime","optional":false},{"id":23189303823,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303824,"package_name":"numexpr","ecosystem":"pypi","requirements":"\u003e= 2.10.1","direct":true,"kind":"runtime","optional":false},{"id":23189303825,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e= 1.5","direct":true,"kind":"runtime","optional":false},{"id":23189303826,"package_name":"xgboost","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303827,"package_name":"hyperopt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303828,"package_name":"statsmodels","ecosystem":"pypi","requirements":"\u003e= 0.8.0","direct":true,"kind":"runtime","optional":false},{"id":23189303829,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303830,"package_name":"tabulate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303831,"package_name":"pyarrow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23189303832,"package_name":"pypdf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"lockfile","created_at":"2025-05-18T16:41:58.472Z","updated_at":"2025-05-18T16:41:58.472Z","repository_link":"https://github.com/PyProphet/pyprophet/blob/master/requirements.txt","dependencies":[{"id":23189303856,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.7","direct":false,"kind":"runtime","optional":false},{"id":23189303857,"package_name":"cloudpickle","ecosystem":"pypi","requirements":"==3.1.0","direct":false,"kind":"runtime","optional":false},{"id":23189303858,"package_name":"contourpy","ecosystem":"pypi","requirements":"==1.3.0","direct":false,"kind":"runtime","optional":false},{"id":23189303859,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.12.1","direct":false,"kind":"runtime","optional":false},{"id":23189303860,"package_name":"cython","ecosystem":"pypi","requirements":"==3.0.11","direct":false,"kind":"runtime","optional":false},{"id":23189303861,"package_name":"duckdb","ecosystem":"pypi","requirements":"==1.1.3","direct":false,"kind":"runtime","optional":false},{"id":23189303862,"package_name":"duckdb-extension-sqlite-scanner","ecosystem":"pypi","requirements":"==1.1.3","direct":false,"kind":"runtime","optional":false},{"id":23189303863,"package_name":"duckdb-extensions","ecosystem":"pypi","requirements":"==1.1.3","direct":false,"kind":"runtime","optional":false},{"id":23189303864,"package_name":"exceptiongroup","ecosystem":"pypi","requirements":"==1.2.2","direct":false,"kind":"runtime","optional":false},{"id":23189303865,"package_name":"fonttools","ecosystem":"pypi","requirements":"==4.55.0","direct":false,"kind":"runtime","optional":false},{"id":23189303866,"package_name":"future","ecosystem":"pypi","requirements":"==1.0.0","direct":false,"kind":"runtime","optional":false},{"id":23189303868,"package_name":"hyperopt","ecosystem":"pypi","requirements":"==0.2.7","direct":false,"kind":"runtime","optional":false},{"id":23189303869,"package_name":"importlib-resources","ecosystem":"pypi","requirements":"==6.5.2","direct":false,"kind":"runtime","optional":false},{"id":23189303871,"package_name":"iniconfig","ecosystem":"pypi","requirements":"==2.0.0","direct":false,"kind":"runtime","optional":false},{"id":23189303873,"package_name":"joblib","ecosystem":"pypi","requirements":"==1.4.2","direct":false,"kind":"runtime","optional":false},{"id":23189303874,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.4.7","direct":false,"kind":"runtime","optional":false},{"id":23189303875,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.9.2","direct":false,"kind":"runtime","optional":false},{"id":23189303877,"package_name":"networkx","ecosystem":"pypi","requirements":"==3.2.1","direct":false,"kind":"runtime","optional":false},{"id":23189303878,"package_name":"numexpr","ecosystem":"pypi","requirements":"==2.10.1","direct":false,"kind":"runtime","optional":false},{"id":23189303879,"package_name":"numpy","ecosystem":"pypi","requirements":"==2.0.2","direct":false,"kind":"runtime","optional":false},{"id":23189303880,"package_name":"nvidia-nccl-cu12","ecosystem":"pypi","requirements":"==2.23.4","direct":false,"kind":"runtime","optional":false},{"id":23189303881,"package_name":"packaging","ecosystem":"pypi","requirements":"==24.2","direct":false,"kind":"runtime","optional":false},{"id":23189303882,"package_name":"pandas","ecosystem":"pypi","requirements":"==2.2.3","direct":false,"kind":"runtime","optional":false},{"id":23189303883,"package_name":"patsy","ecosystem":"pypi","requirements":"==1.0.1","direct":false,"kind":"runtime","optional":false},{"id":23189303884,"package_name":"pillow","ecosystem":"pypi","requirements":"==11.0.0","direct":false,"kind":"runtime","optional":false},{"id":23189303885,"package_name":"pluggy","ecosystem":"pypi","requirements":"==1.5.0","direct":false,"kind":"runtime","optional":false},{"id":23189303886,"package_name":"polars","ecosystem":"pypi","requirements":"==1.28.1","direct":false,"kind":"runtime","optional":false},{"id":23189303887,"package_name":"py4j","ecosystem":"pypi","requirements":"==0.10.9.7","direct":false,"kind":"runtime","optional":false},{"id":23189303888,"package_name":"pyarrow","ecosystem":"pypi","requirements":"==18.0.0","direct":false,"kind":"runtime","optional":false},{"id":23189303889,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.2.0","direct":false,"kind":"runtime","optional":false},{"id":23189303890,"package_name":"pypdf","ecosystem":"pypi","requirements":"==5.1.0","direct":false,"kind":"runtime","optional":false},{"id":23189303891,"package_name":"pytest","ecosystem":"pypi","requirements":"==8.3.3","direct":false,"kind":"runtime","optional":false},{"id":23189303892,"package_name":"pytest-regtest","ecosystem":"pypi","requirements":"==2.3.3","direct":false,"kind":"runtime","optional":false},{"id":23189305027,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.9.0.post0","direct":false,"kind":"runtime","optional":false},{"id":23189305028,"package_name":"pytz","ecosystem":"pypi","requirements":"==2024.2","direct":false,"kind":"runtime","optional":false},{"id":23189305029,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.5.2","direct":false,"kind":"runtime","optional":false},{"id":23189305030,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.13.1","direct":false,"kind":"runtime","optional":false},{"id":23189305031,"package_name":"six","ecosystem":"pypi","requirements":"==1.16.0","direct":false,"kind":"runtime","optional":false},{"id":23189305032,"package_name":"statsmodels","ecosystem":"pypi","requirements":"==0.14.4","direct":false,"kind":"runtime","optional":false},{"id":23189305033,"package_name":"tabulate","ecosystem":"pypi","requirements":"==0.9.0","direct":false,"kind":"runtime","optional":false},{"id":23189305034,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"==3.5.0","direct":false,"kind":"runtime","optional":false},{"id":23189305035,"package_name":"tomli","ecosystem":"pypi","requirements":"==2.2.1","direct":false,"kind":"runtime","optional":false},{"id":23189305036,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.67.0","direct":false,"kind":"runtime","optional":false},{"id":23189305037,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"==4.13.2","direct":false,"kind":"runtime","optional":false},{"id":23189305038,"package_name":"tzdata","ecosystem":"pypi","requirements":"==2024.2","direct":false,"kind":"runtime","optional":false},{"id":23189305039,"package_name":"xgboost","ecosystem":"pypi","requirements":"==2.1.2","direct":false,"kind":"runtime","optional":false},{"id":23189305040,"package_name":"zipp","ecosystem":"pypi","requirements":"==3.21.0","direct":false,"kind":"runtime","optional":false}]}],"score":12.406397826763703,"created_at":"2025-09-08T11:19:05.918Z","updated_at":"2025-10-07T08:25:52.911Z","avatar_url":"https://github.com/PyProphet.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":254,"funding_links":[],"readme_doi_urls":["http://dx.doi.org/10.1038/nmeth.1584","http://dx.doi.org/10.1093/bioinformatics/btu686","http://dx.doi.org/10.1038/nbt.3908","http://dx.doi.org/10.1038/nmeth.4398"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["3-clause-bsd","analyses","metabolomics","ms-data","openms"],"project_url":"https://science.ecosyste.ms/api/v1/projects/70064","html_url":"https://science.ecosyste.ms/projects/70064"}