{"date":"2026-10-12","repo":{"name":"github.com/EthicalML/awesome-production-machine-learning","commit":"517607c195a670bc9f8a5e5f328b68fff3e88ac1"},"scorecard":{"version":"v5.6.0","commit":"61e84743356275f6ffca23b1b2f2cb945e19eb96"},"score":4.4,"checks":[{"name":"Code-Review","score":7,"reason":"Found 19/27 approved changesets -- score normalized to 7","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#code-review","short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged."}},{"name":"Maintained","score":10,"reason":"18 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#maintained","short":"Determines if the project is \"actively maintained\"."}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#packaging","short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall."}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#dangerous-workflow","short":"Determines if the project's GitHub Action workflows avoid dangerous patterns."}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#binary-artifacts","short":"Determines if the project has generated executable (binary) artifacts in the source repository."}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: topLevel 'contents' permission set to 'read': .github/workflows/currency-check.yml:14","Warn: no topLevel permission defined: .github/workflows/release.yml:1","Info: no jobLevel write permissions found"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#token-permissions","short":"Determines if the project's workflows follow the principle of least privilege."}},{"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/currency-check.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/EthicalML/awesome-production-machine-learning/currency-check.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/currency-check.yml:62: update your workflow using https://app.stepsecurity.io/secureworkflow/EthicalML/awesome-production-machine-learning/currency-check.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/EthicalML/awesome-production-machine-learning/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/EthicalML/awesome-production-machine-learning/release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/EthicalML/awesome-production-machine-learning/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/EthicalML/awesome-production-machine-learning/release.yml/master?enable=pin","Info:   0 out of   4 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   2 third-party GitHubAction dependencies pinned"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#pinned-dependencies","short":"Determines if the project has declared and pinned the dependencies of its build process."}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#cii-best-practices","short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge."}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#fuzzing","short":"Determines if the project uses fuzzing."}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#security-policy","short":"Determines if the project has published a 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: MIT License: LICENSE:0"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#license","short":"Determines if the project has defined a license."}},{"name":"Signed-Releases","score":0,"reason":"Project has not signed or included provenance with any releases.","details":["Warn: release artifact release-2026-10-01 not signed: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/400664084","Warn: release artifact release-2026-09-01 not signed: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/380210933","Warn: release artifact release-2026-08-01 not signed: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/363416096","Warn: release artifact release-2026-07-01 not signed: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/347228030","Warn: release artifact release-2026-06-01 not signed: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/332285426","Warn: release artifact release-2026-10-01 does not have provenance: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/400664084","Warn: release artifact release-2026-09-01 does not have provenance: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/380210933","Warn: release artifact release-2026-08-01 does not have provenance: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/363416096","Warn: release artifact release-2026-07-01 does not have provenance: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/347228030","Warn: release artifact release-2026-06-01 does not have provenance: https://api.github.com/repos/EthicalML/awesome-production-machine-learning/releases/332285426"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#signed-releases","short":"Determines if the project cryptographically signs release artifacts."}},{"name":"Branch-Protection","score":3,"reason":"branch protection is not maximal on development and all release branches","details":["Info: 'allow deletion' disabled on branch 'master'","Info: 'force pushes' disabled on branch 'master'","Info: 'branch protection settings apply to administrators' is required to merge on branch 'master'","Warn: could not determine whether codeowners review is allowed","Warn: no status checks found to merge onto branch 'master'","Warn: PRs are not required to make changes on branch 'master'; or we don't have data to detect it.If you think it might be the latter, make sure to run Scorecard with a PAT or use Repo Rules (that are always public) instead of Branch Protection settings"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#branch-protection","short":"Determines if the default and release branches are protected with GitHub's branch protection settings."}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 22 are checked with a SAST tool"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#sast","short":"Determines if the project uses static code analysis."}}]}