{"id":77160,"name":null,"description":"Forecast Verification/Validation Tools in Python","url":"https://github.com/drsteve/pyforecasttools","last_synced_at":"2025-09-08T20:56:00.668Z","repository":{"id":57455953,"uuid":"106049617","full_name":"drsteve/PyForecastTools","owner":"drsteve","description":"Forecast Verification/Validation Tools in Python","archived":false,"fork":false,"pushed_at":"2023-05-19T20:13:55.000Z","size":394,"stargazers_count":35,"open_issues_count":4,"forks_count":11,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-08-29T05:16:07.972Z","etag":null,"topics":["contingency-table","forecast-verification","model-validation","python","python-3","statistics"],"latest_commit_sha":null,"homepage":"","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/drsteve.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG","contributing":null,"funding":null,"license":"LICENSE.md","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}},"created_at":"2017-10-06T20:56:36.000Z","updated_at":"2025-06-24T20:32:23.000Z","dependencies_parsed_at":"2024-10-29T16:36:12.209Z","dependency_job_id":null,"html_url":"https://github.com/drsteve/PyForecastTools","commit_stats":{"total_commits":85,"total_committers":5,"mean_commits":17.0,"dds":0.3411764705882353,"last_synced_commit":"0ff267db293b331fdc6c5d4dc6a090ceb760dc87"},"previous_names":[],"tags_count":4,"template":false,"template_full_name":null,"purl":"pkg:github/drsteve/PyForecastTools","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drsteve","download_url":"https://codeload.github.com/drsteve/PyForecastTools/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/sbom","scorecard":{"id":357016,"data":{"date":"2025-08-11","repo":{"name":"github.com/drsteve/PyForecastTools","commit":"4997e394ee904b53976b8d1696cea6372538774a"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.8,"checks":[{"name":"Code-Review","score":0,"reason":"Found 0/25 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":"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":"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":"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/ci.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/drsteve/PyForecastTools/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/drsteve/PyForecastTools/ci.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:43","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   2 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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/ci.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":"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.md:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE.md: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":3,"reason":"7 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"],"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 6 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":"2025-08-18T09:52:06.406Z","repository_id":57455953,"created_at":"2025-08-18T09:52:06.406Z","updated_at":"2025-08-18T09:52:06.406Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231482,"owners_count":25245601,"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":"drsteve","name":"Steve Morley","uuid":"7684422","kind":"user","description":"\"Programming is easy like riding a bike. Except the bike is on fire and you're on fire and everything is on fire and you're actually in hell\" - Matic Jurglič","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7684422?u=898d56d285e23582c9829d55a9fd334f3735d1c7\u0026v=4","repositories_count":30,"last_synced_at":"2023-12-16T03:20:33.207Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/drsteve","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-08T09:40:25.588Z","updated_at":"2023-12-16T03:20:37.044Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drsteve","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drsteve/repositories"},"packages":[{"id":2871505,"name":"pyforecasttools","ecosystem":"pypi","description":"Model validation and forecast verification tools","homepage":"https://github.com/drsteve/PyForecastTools","licenses":"BSD License","normalized_licenses":["BSD-3-Clause"],"repository_url":"https://github.com/drsteve/PyForecastTools","keywords_array":[],"namespace":null,"versions_count":2,"first_release_published_at":"2018-06-28T00:43:45.000Z","latest_release_published_at":"2020-04-23T20:25:17.000Z","latest_release_number":"1.1.1","last_synced_at":"2025-08-29T01:49:32.323Z","created_at":"2022-04-10T12:12:49.892Z","updated_at":"2025-08-29T02:11:48.386Z","registry_url":"https://pypi.org/project/pyforecasttools/","install_command":"pip install pyforecasttools --index-url https://pypi.org/simple","documentation_url":"https://pyforecasttools.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 4 - Beta","Intended Audience :: Science/Research","License :: OSI Approved :: BSD License","Programming Language :: Python :: 2","Programming Language :: Python :: 2.7","Programming Language :: Python :: 3","Programming Language :: Python :: 3.6","Topic :: Scientific/Engineering :: Astronomy","Topic :: Scientific/Engineering :: Atmospheric Science","Topic :: Scientific/Engineering :: Information Analysis","Topic :: Scientific/Engineering :: Physics"],"normalized_name":"pyforecasttools","project_status":null},"repo_metadata":{"id":57455953,"uuid":"106049617","full_name":"drsteve/PyForecastTools","owner":"drsteve","description":"Forecast Verification/Validation Tools in Python","archived":false,"fork":false,"pushed_at":"2023-05-19T20:13:55.000Z","size":394,"stargazers_count":35,"open_issues_count":4,"forks_count":11,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-07-27T20:22:06.045Z","etag":null,"topics":["contingency-table","forecast-verification","model-validation","python","python-3","statistics"],"latest_commit_sha":null,"homepage":"","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/drsteve.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG","contributing":null,"funding":null,"license":"LICENSE.md","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}},"created_at":"2017-10-06T20:56:36.000Z","updated_at":"2025-06-24T20:32:23.000Z","dependencies_parsed_at":"2024-10-29T16:36:12.209Z","dependency_job_id":null,"html_url":"https://github.com/drsteve/PyForecastTools","commit_stats":{"total_commits":85,"total_committers":5,"mean_commits":17.0,"dds":0.3411764705882353,"last_synced_commit":"0ff267db293b331fdc6c5d4dc6a090ceb760dc87"},"previous_names":[],"tags_count":4,"template":false,"template_full_name":null,"purl":"pkg:github/drsteve/PyForecastTools","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drsteve","download_url":"https://codeload.github.com/drsteve/PyForecastTools/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/sbom","scorecard":{"id":357016,"data":{"date":"2025-08-11","repo":{"name":"github.com/drsteve/PyForecastTools","commit":"4997e394ee904b53976b8d1696cea6372538774a"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.8,"checks":[{"name":"Code-Review","score":0,"reason":"Found 0/25 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":"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":"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":"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/ci.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/drsteve/PyForecastTools/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/drsteve/PyForecastTools/ci.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:43","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   2 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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/ci.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":"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.md:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE.md: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":3,"reason":"7 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"],"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 6 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":"2025-08-18T09:52:06.406Z","repository_id":57455953,"created_at":"2025-08-18T09:52:06.406Z","updated_at":"2025-08-18T09:52:06.406Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272609275,"owners_count":24964071,"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":"2025-08-29T02:00:10.610Z","response_time":87,"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":"drsteve","name":"Steve Morley","uuid":"7684422","kind":"user","description":"\"Programming is easy like riding a bike. Except the bike is on fire and you're on fire and everything is on fire and you're actually in hell\" - Matic Jurglič","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7684422?u=898d56d285e23582c9829d55a9fd334f3735d1c7\u0026v=4","repositories_count":30,"last_synced_at":"2023-12-16T03:20:33.207Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/drsteve","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-08T09:40:25.588Z","updated_at":"2023-12-16T03:20:37.044Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drsteve","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drsteve/repositories"},"tags":[{"name":"v1.1.1","sha":"b4179931945547a218555fc0e84e4142fa614059","kind":"commit","published_at":"2020-04-23T19:53:11.000Z","download_url":"https://codeload.github.com/drsteve/PyForecastTools/tar.gz/v1.1.1","html_url":"https://github.com/drsteve/PyForecastTools/releases/tag/v1.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/drsteve/PyForecastTools@v1.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags/v1.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags/v1.1.1/manifests"},{"name":"v1.1.0","sha":"f44d297b2684a4c84adf360cff3c0667bbadb782","kind":"commit","published_at":"2020-04-23T19:31:48.000Z","download_url":"https://codeload.github.com/drsteve/PyForecastTools/tar.gz/v1.1.0","html_url":"https://github.com/drsteve/PyForecastTools/releases/tag/v1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/drsteve/PyForecastTools@v1.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags/v1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags/v1.1.0/manifests"},{"name":"v1.0.1","sha":"a9fe346f4850d83b021104477c6bcd57222eb7b5","kind":"commit","published_at":"2018-06-28T00:40:24.000Z","download_url":"https://codeload.github.com/drsteve/PyForecastTools/tar.gz/v1.0.1","html_url":"https://github.com/drsteve/PyForecastTools/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/drsteve/PyForecastTools@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags/v1.0.1/manifests"},{"name":"v1.0","sha":"da03c8e66c2d1305f0764d9d8db4499d682568cf","kind":"commit","published_at":"2018-05-31T22:48:57.000Z","download_url":"https://codeload.github.com/drsteve/PyForecastTools/tar.gz/v1.0","html_url":"https://github.com/drsteve/PyForecastTools/releases/tag/v1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/drsteve/PyForecastTools@v1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags/v1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/tags/v1.0/manifests"}]},"repo_metadata_updated_at":"2025-08-29T02:11:48.386Z","dependent_packages_count":0,"downloads":80,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":25.241723272749528,"dependent_repos_count":21.651284228076918,"dependent_packages_count":10.043613850122084,"stargazers_count":11.8556523601539,"forks_count":10.514673972267522,"docker_downloads_count":null,"average":15.861389536673991},"purl":"pkg:pypi/pyforecasttools","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pyforecasttools","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pyforecasttools","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pyforecasttools/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-27T20:17:47.391Z","issues_count":9,"pull_requests_count":4,"avg_time_to_close_issue":3038001.4,"avg_time_to_close_pull_request":194275.75,"issues_closed_count":5,"pull_requests_closed_count":4,"pull_request_authors_count":3,"issue_authors_count":4,"avg_comments_per_issue":1.4444444444444444,"avg_comments_per_pull_request":1.25,"merged_pull_requests_count":4,"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/drsteve%2FPyForecastTools/issues","maintainers":[{"login":"drsteve","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/drsteve"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyforecasttools/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyforecasttools/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyforecasttools/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyforecasttools/related_packages","maintainers":[{"uuid":"drsteve","login":"drsteve","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/drsteve/","role":null,"created_at":"2023-02-25T03:41:42.352Z","updated_at":"2023-02-25T03:41:42.352Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/drsteve/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726275,"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":636605,"full_name":"drsteve/PyForecastTools","default_branch":"master","committers":[{"name":"Steve Morley","email":"smorley@lanl.gov","count":56},{"name":"Steve Morley","email":"steven.k.morley@gmail.com","count":13},{"name":"Angeline G. Burrell","email":"angeline.burrell@nrl.navy.mil","count":10},{"name":"Steve Morley","email":"drsteve@users.noreply.github.com","count":5},{"name":"Brian Larsen","email":"balarsen@lanl.gov","count":1}],"total_commits":85,"total_committers":5,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":17.0,"dds":0.3411764705882353,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":"2023-03-19T03:57:35.664Z","last_synced_commit":"0ff267db293b331fdc6c5d4dc6a090ceb760dc87","created_at":"2023-03-09T08:39:06.068Z","updated_at":"2023-09-19T17:30:34.884Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.276Z","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":"drsteve/PyForecastTools","html_url":"https://github.com/drsteve/PyForecastTools","last_synced_at":"2025-08-29T02:13:20.984Z","status":"error","issues_count":9,"pull_requests_count":4,"avg_time_to_close_issue":3038001.4,"avg_time_to_close_pull_request":194275.75,"issues_closed_count":5,"pull_requests_closed_count":4,"pull_request_authors_count":3,"issue_authors_count":4,"avg_comments_per_issue":1.4444444444444444,"avg_comments_per_pull_request":1.25,"merged_pull_requests_count":4,"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":"2023-05-14T21:11:46.869Z","updated_at":"2025-08-29T02:13:20.985Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/drsteve%2FPyForecastTools/issues","issue_labels_count":{"enhancement":2,"documentation":2,"help wanted":1},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":5,"NONE":2,"CONTRIBUTOR":2},"pull_request_author_associations_count":{"CONTRIBUTOR":2,"OWNER":1,"NONE":1},"issue_authors":{"drsteve":5,"aburrell":2,"jklenzing":1,"balarsen":1},"pull_request_authors":{"aburrell":2,"drsteve":1,"balarsen":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-29T00:00:19.075Z","repositories_count":8416777,"issues_count":19790041,"pull_requests_count":48182774,"authors_count":6869297,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"drsteve","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/drsteve"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":3},"last_year":{"WatchEvent":3}},"keywords":["contingency-table","forecast-verification","model-validation","python","python-3","statistics"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-09-02T08:32:15.637Z","updated_at":"2022-09-02T08:32:15.637Z","repository_link":"https://github.com/drsteve/PyForecastTools/blob/master/requirements.txt","dependencies":[{"id":3589841052,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3589841053,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-09-02T08:32:15.824Z","updated_at":"2022-09-02T08:32:15.824Z","repository_link":"https://github.com/drsteve/PyForecastTools/blob/master/setup.py","dependencies":[{"id":3589842250,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3589842251,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/ci.yml","sha":null,"kind":"manifest","created_at":"2024-10-29T16:15:11.415Z","updated_at":"2024-10-29T16:15:11.415Z","repository_link":"https://github.com/drsteve/PyForecastTools/blob/master/.github/workflows/ci.yml","dependencies":[{"id":20472566903,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":20472566904,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]}],"score":9.679718805828,"created_at":"2025-09-08T20:51:20.864Z","updated_at":"2025-10-07T08:27:45.853Z","avatar_url":"https://github.com/drsteve.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":80,"funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.1256921"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["coordinates","batsrus","cdf","swmf","magnetosphere","space-physics"],"project_url":"https://science.ecosyste.ms/api/v1/projects/77160","html_url":"https://science.ecosyste.ms/projects/77160"}