{"id":78571,"name":null,"description":"Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data. pyPreprocessing includes baseline correction, smoothing, filtering, normalization and transformation. ","url":"https://github.com/alexandersouthan/pypreprocessing","last_synced_at":"2025-09-08T21:22:54.652Z","repository":{"id":62582709,"uuid":"234444402","full_name":"AlexanderSouthan/pyPreprocessing","owner":"AlexanderSouthan","description":"Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data. pyPreprocessing includes baseline correction, smoothing, filtering, normalization and transformation. ","archived":false,"fork":false,"pushed_at":"2025-04-14T11:05:47.000Z","size":110,"stargazers_count":18,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-08-31T09:33:27.220Z","etag":null,"topics":["baseline-correction","data-analysis","data-preprocessing","python","smoothing","spectroscopy"],"latest_commit_sha":null,"homepage":"","language":"Python","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/AlexanderSouthan.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}},"created_at":"2020-01-17T01:20:33.000Z","updated_at":"2025-07-11T02:14:05.000Z","dependencies_parsed_at":"2024-01-12T00:27:43.337Z","dependency_job_id":"629a4471-4790-4549-ad08-1dfb86aa6de9","html_url":"https://github.com/AlexanderSouthan/pyPreprocessing","commit_stats":{"total_commits":105,"total_committers":4,"mean_commits":26.25,"dds":0.6571428571428571,"last_synced_commit":"36b4d7a671f2a6cb4ca0a992ff9faf278e16a36c"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AlexanderSouthan/pyPreprocessing","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlexanderSouthan","download_url":"https://codeload.github.com/AlexanderSouthan/pyPreprocessing/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/sbom","scorecard":{"id":11349,"data":{"date":"2025-08-11","repo":{"name":"github.com/AlexanderSouthan/pyPreprocessing","commit":"281349639809b0d2e07b027053b2456f1e6f12c1"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.5,"checks":[{"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":"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":"Code-Review","score":0,"reason":"Found 0/30 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":"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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/AlexanderSouthan/pyPreprocessing/python-package.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/AlexanderSouthan/pyPreprocessing/python-package.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-package.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/AlexanderSouthan/pyPreprocessing/python-package.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:31","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   3 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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/python-package.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":"SAST","score":0,"reason":"no SAST tool detected","details":["Warn: no pull requests merged into dev branch"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"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":"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":"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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT 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":"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":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":"Vulnerabilities","score":0,"reason":"15 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: PYSEC-2019-156 / GHSA-xp76-357g-9wqq","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2017-74"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-14T14:38:43.326Z","repository_id":62582709,"created_at":"2025-08-14T14:38:43.326Z","updated_at":"2025-08-14T14:38:43.326Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231477,"owners_count":25245625,"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":"AlexanderSouthan","name":"Alexander Southan","uuid":"72788772","kind":"user","description":"","email":"","website":"https://scholar.google.de/citations?user=HG5EJJEAAAAJ","location":null,"twitter":"southan_alex","company":null,"icon_url":"https://avatars.githubusercontent.com/u/72788772?u=830f240f4a35b1d7c3819ea0a162f8524f6ad8c4\u0026v=4","repositories_count":5,"last_synced_at":"2023-04-28T13:39:56.125Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AlexanderSouthan","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-04-28T13:39:56.129Z","updated_at":"2023-04-28T13:39:56.129Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlexanderSouthan","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlexanderSouthan/repositories"},"packages":[{"id":2880061,"name":"pypreprocessing","ecosystem":"pypi","description":"package preprocessing of datasets, especially from spectroscopy","homepage":"https://github.com/AlexanderSouthan/pyPreprocessing","licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/AlexanderSouthan/pyPreprocessing","keywords_array":[],"namespace":null,"versions_count":2,"first_release_published_at":"2021-12-01T18:42:41.000Z","latest_release_published_at":"2023-07-25T11:04:25.000Z","latest_release_number":"0.0.2","last_synced_at":"2025-08-31T09:20:20.626Z","created_at":"2022-04-10T12:17:06.435Z","updated_at":"2025-08-31T09:29:11.182Z","registry_url":"https://pypi.org/project/pypreprocessing/","install_command":"pip install pypreprocessing --index-url https://pypi.org/simple","documentation_url":"https://pypreprocessing.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3"],"normalized_name":"pypreprocessing","project_status":null},"repo_metadata":{"id":62582709,"uuid":"234444402","full_name":"AlexanderSouthan/pyPreprocessing","owner":"AlexanderSouthan","description":"Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data. pyPreprocessing includes baseline correction, smoothing, filtering, normalization and transformation. ","archived":false,"fork":false,"pushed_at":"2025-04-14T11:05:47.000Z","size":110,"stargazers_count":18,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-20T22:37:35.218Z","etag":null,"topics":["baseline-correction","data-analysis","data-preprocessing","python","smoothing","spectroscopy"],"latest_commit_sha":null,"homepage":"","language":"Python","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/AlexanderSouthan.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}},"created_at":"2020-01-17T01:20:33.000Z","updated_at":"2025-07-11T02:14:05.000Z","dependencies_parsed_at":"2024-01-12T00:27:43.337Z","dependency_job_id":"629a4471-4790-4549-ad08-1dfb86aa6de9","html_url":"https://github.com/AlexanderSouthan/pyPreprocessing","commit_stats":{"total_commits":105,"total_committers":4,"mean_commits":26.25,"dds":0.6571428571428571,"last_synced_commit":"36b4d7a671f2a6cb4ca0a992ff9faf278e16a36c"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AlexanderSouthan/pyPreprocessing","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlexanderSouthan","download_url":"https://codeload.github.com/AlexanderSouthan/pyPreprocessing/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/sbom","scorecard":{"id":11349,"data":{"date":"2025-08-11","repo":{"name":"github.com/AlexanderSouthan/pyPreprocessing","commit":"281349639809b0d2e07b027053b2456f1e6f12c1"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.5,"checks":[{"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":"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":"Code-Review","score":0,"reason":"Found 0/30 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":"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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/AlexanderSouthan/pyPreprocessing/python-package.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/AlexanderSouthan/pyPreprocessing/python-package.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-package.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/AlexanderSouthan/pyPreprocessing/python-package.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:31","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   3 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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/python-package.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":"SAST","score":0,"reason":"no SAST tool detected","details":["Warn: no pull requests merged into dev branch"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"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":"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":"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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT 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":"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":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":"Vulnerabilities","score":0,"reason":"15 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: PYSEC-2019-156 / GHSA-xp76-357g-9wqq","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2017-74"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-14T14:38:43.326Z","repository_id":62582709,"created_at":"2025-08-14T14:38:43.326Z","updated_at":"2025-08-14T14:38:43.326Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272965295,"owners_count":25023059,"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":"2025-08-31T02:00:09.071Z","response_time":79,"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":"AlexanderSouthan","name":"Alexander Southan","uuid":"72788772","kind":"user","description":"","email":"","website":"https://scholar.google.de/citations?user=HG5EJJEAAAAJ","location":null,"twitter":"southan_alex","company":null,"icon_url":"https://avatars.githubusercontent.com/u/72788772?u=830f240f4a35b1d7c3819ea0a162f8524f6ad8c4\u0026v=4","repositories_count":5,"last_synced_at":"2023-04-28T13:39:56.125Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AlexanderSouthan","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-04-28T13:39:56.129Z","updated_at":"2023-04-28T13:39:56.129Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlexanderSouthan","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlexanderSouthan/repositories"},"tags":[]},"repo_metadata_updated_at":"2025-08-31T09:29:11.181Z","dependent_packages_count":0,"downloads":32,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":44.31147967862906,"dependent_repos_count":21.534861440080295,"dependent_packages_count":10.125576461732065,"stargazers_count":17.73893895340545,"forks_count":16.869604224243783,"docker_downloads_count":null,"average":22.11609215161813},"purl":"pkg:pypi/pypreprocessing","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pypreprocessing","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pypreprocessing","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pypreprocessing/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T09:29:09.393Z","issues_count":0,"pull_requests_count":0,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":0,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"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/AlexanderSouthan%2FpyPreprocessing/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pypreprocessing/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pypreprocessing/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pypreprocessing/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pypreprocessing/related_packages","maintainers":[{"uuid":"alexander.southan","login":"alexander.southan","name":null,"email":null,"url":null,"packages_count":6,"html_url":"https://pypi.org/user/alexander.southan/","role":null,"created_at":"2023-02-25T05:06:42.261Z","updated_at":"2023-02-25T05:06:42.261Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/alexander.southan/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726284,"maintainers_count":308824,"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":1453312,"full_name":"alexandersouthan/pypreprocessing","default_branch":"master","committers":[{"name":"Alexander Southan","email":"72788772+AlexanderSouthan","login":"AlexanderSouthan","count":36},{"name":"Snijderfrey","email":"peter.vandersnijderfrey@web.de","login":null,"count":27},{"name":"Snijderfrey","email":"59743388+Snijderfrey","login":"Snijderfrey","count":22},{"name":"Southan","email":"alexander.southan@igb.fraunhofer.de","login":null,"count":20}],"total_commits":105,"total_committers":4,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":26.25,"dds":0.6571428571428571,"past_year_committers":[{"name":"Alexander Southan","email":"72788772+AlexanderSouthan","login":"AlexanderSouthan","count":4}],"past_year_total_commits":4,"past_year_total_committers":1,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":4.0,"past_year_dds":0.0,"last_synced_at":"2024-01-28T06:37:05.416Z","last_synced_commit":"36b4d7a671f2a6cb4ca0a992ff9faf278e16a36c","created_at":"2023-12-07T00:18:03.718Z","updated_at":"2024-01-28T06:37:05.416Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandersouthan%2Fpypreprocessing/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.936Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"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":"AlexanderSouthan/pyPreprocessing","html_url":"https://github.com/AlexanderSouthan/pyPreprocessing","last_synced_at":"2025-08-31T09:29:09.393Z","status":"error","issues_count":0,"pull_requests_count":0,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":0,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"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":"2023-05-14T21:43:16.964Z","updated_at":"2025-08-31T09:29:09.393Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexanderSouthan%2FpyPreprocessing/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10171813,"issues_count":31942582,"pull_requests_count":100134560,"authors_count":10732619,"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":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":3,"PushEvent":3},"last_year":{"WatchEvent":3,"PushEvent":3}},"keywords":["baseline-correction","data-analysis","data-preprocessing","python","smoothing","spectroscopy"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-11-03T21:34:26.329Z","updated_at":"2022-11-03T21:34:26.329Z","repository_link":"https://github.com/AlexanderSouthan/pyPreprocessing/blob/master/requirements.txt","dependencies":[{"id":6586772809,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772810,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772811,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772812,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772813,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772814,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772815,"package_name":"pyDataFitting","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-11-03T21:34:26.418Z","updated_at":"2022-11-03T21:34:26.418Z","repository_link":"https://github.com/AlexanderSouthan/pyPreprocessing/blob/master/setup.py","dependencies":[{"id":6586772817,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772818,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772819,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772820,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772821,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6586772822,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/main.yml","sha":null,"kind":"manifest","created_at":"2024-01-12T00:27:42.043Z","updated_at":"2024-01-12T00:27:42.043Z","repository_link":"https://github.com/AlexanderSouthan/pyPreprocessing/blob/master/.github/workflows/main.yml","dependencies":[{"id":15561043817,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":15561043818,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":15561043819,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"conda","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2024-01-12T00:27:42.075Z","updated_at":"2024-01-12T00:27:42.075Z","repository_link":"https://github.com/AlexanderSouthan/pyPreprocessing/blob/master/environment.yml","dependencies":[{"id":15561043820,"package_name":"matplotlib","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":15561043821,"package_name":"numpy","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":15561043822,"package_name":"pandas","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":15561043823,"package_name":"pip","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":15561043824,"package_name":"scikit-learn","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":15561043825,"package_name":"scipy","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":15561043826,"package_name":"tqdm","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false}]}],"score":7.803026643632217,"created_at":"2025-09-08T20:55:56.641Z","updated_at":"2025-10-07T08:28:03.440Z","avatar_url":"https://github.com/AlexanderSouthan.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":32,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/78571","html_url":"https://science.ecosyste.ms/projects/78571"}