{"id":13528649,"url":"https://github.com/microprediction/timemachines","last_synced_at":"2026-06-26T06:01:18.045Z","repository":{"id":38473436,"uuid":"326729163","full_name":"microprediction/timemachines","owner":"microprediction","description":"Predict time-series with one line of code. ","archived":false,"fork":false,"pushed_at":"2026-03-21T16:40:53.000Z","size":6380,"stargazers_count":436,"open_issues_count":78,"forks_count":54,"subscribers_count":11,"default_branch":"main","last_synced_at":"2026-06-14T20:00:14.720Z","etag":null,"topics":["prediction","prediction-algorithm","predictions","predictive-modeling","time-series","time-series-analysis","timeseries","timeseries-analysis","timeseries-data","timeseries-forecasting"],"latest_commit_sha":null,"homepage":"https://www.microprediction.com/blog/popular-timeseries-packages","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/microprediction.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}},"created_at":"2021-01-04T15:38:41.000Z","updated_at":"2026-05-29T11:49:43.000Z","dependencies_parsed_at":"2025-02-28T12:13:22.613Z","dependency_job_id":"a3e426f2-3a0c-4784-9522-a06f9df3b5b7","html_url":"https://github.com/microprediction/timemachines","commit_stats":{"total_commits":1288,"total_committers":11,"mean_commits":117.0909090909091,"dds":"0.28881987577639756","last_synced_commit":"a4c1e34848c38da317aef6b83bc18a78b429c2db"},"previous_names":[],"tags_count":84,"template":false,"template_full_name":null,"purl":"pkg:github/microprediction/timemachines","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microprediction%2Ftimemachines","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microprediction%2Ftimemachines/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microprediction%2Ftimemachines/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microprediction%2Ftimemachines/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microprediction","download_url":"https://codeload.github.com/microprediction/timemachines/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microprediction%2Ftimemachines/sbom","scorecard":{"id":643054,"data":{"date":"2025-08-11","repo":{"name":"github.com/microprediction/timemachines","commit":"5ba624c7613644b6177877c385bf121d6e30b0a5"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3,"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":"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":"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":"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":"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":"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":"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":"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":"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 'main'"],"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/python-package.yml:1","Warn: no topLevel permission defined: .github/workflows/python-publish.yml:1","Warn: no topLevel permission defined: .github/workflows/test-darts.yml:1","Warn: no topLevel permission defined: .github/workflows/test-divinity.yml:1","Warn: no topLevel permission defined: .github/workflows/test-greykite.yml:1","Warn: no topLevel permission defined: .github/workflows/test-merlion-prophet.yml:1","Warn: no topLevel permission defined: .github/workflows/test-merlion.yml:1","Warn: no topLevel permission defined: .github/workflows/test-neuralprophet.yml:1","Warn: no topLevel permission defined: .github/workflows/test-nns-github.yml:1","Warn: no topLevel permission defined: .github/workflows/test-nns.yml:1","Warn: no topLevel permission defined: .github/workflows/test-orbit.yml:1","Warn: no topLevel permission defined: .github/workflows/test-pmd.yml:1","Warn: no topLevel permission defined: .github/workflows/test-prophet.yml:1","Warn: no topLevel permission defined: .github/workflows/test-pydlm.yml:1","Warn: no topLevel permission defined: .github/workflows/test-river.yml:1","Warn: no topLevel permission defined: .github/workflows/test-scikit-learn.yml:1","Warn: no topLevel permission defined: .github/workflows/test-scipy.yml:1","Warn: no topLevel permission defined: .github/workflows/test-simdkalman.yml:1","Warn: no topLevel permission defined: .github/workflows/test-sktime.yml:1","Warn: no topLevel permission defined: .github/workflows/test-successor.yml:1","Warn: no topLevel permission defined: .github/workflows/test-tbats.yml:1","Warn: no topLevel permission defined: .github/workflows/test-tcn.yml:1","Warn: no topLevel permission defined: .github/workflows/test-tsa.yml:1","Warn: no topLevel permission defined: .github/workflows/test_statsforecast.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":"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:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/python-package.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/python-package.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/python-publish.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-publish.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/python-publish.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-darts.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-darts.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-darts.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-darts.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-divinity.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-divinity.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-divinity.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-divinity.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-greykite.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-greykite.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-greykite.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-greykite.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-merlion-prophet.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-merlion-prophet.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-merlion-prophet.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-merlion-prophet.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-merlion.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-merlion.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-merlion.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-merlion.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-neuralprophet.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-neuralprophet.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-neuralprophet.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-neuralprophet.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-nns-github.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-nns-github.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-nns-github.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-nns-github.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-nns.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-nns.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-nns.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-nns.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-orbit.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-orbit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-orbit.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-orbit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-pmd.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-pmd.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-pmd.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-pmd.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-prophet.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-prophet.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-prophet.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-prophet.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-pydlm.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-pydlm.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-pydlm.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-pydlm.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-river.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-river.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-river.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-river.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-scikit-learn.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-scikit-learn.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-scikit-learn.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-scikit-learn.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-scipy.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-scipy.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-scipy.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-scipy.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-simdkalman.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-simdkalman.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-simdkalman.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-simdkalman.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-sktime.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-sktime.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-sktime.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-sktime.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-successor.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-successor.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-successor.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-successor.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-tbats.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-tbats.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-tbats.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-tbats.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-tcn.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-tcn.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-tcn.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-tcn.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-tsa.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-tsa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-tsa.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test-tsa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test_statsforecast.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test_statsforecast.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test_statsforecast.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/microprediction/timemachines/test_statsforecast.yml/main?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:28","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","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:23","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:24","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:25","Warn: pipCommand not pinned by hash: .github/workflows/python-publish.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/test-darts.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-darts.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-darts.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-darts.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-darts.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-darts.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-darts.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-divinity.yml:25","Warn: pipCommand not pinned by hash: .github/workflows/test-divinity.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/test-divinity.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/test-divinity.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-divinity.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-divinity.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-divinity.yml:39","Warn: pipCommand not pinned by hash: .github/workflows/test-divinity.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:34","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:35","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:44","Warn: pipCommand not pinned by hash: .github/workflows/test-greykite.yml:45","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion-prophet.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion-prophet.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion-prophet.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion-prophet.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion-prophet.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion-prophet.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion-prophet.yml:34","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion-prophet.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-merlion.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-neuralprophet.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-neuralprophet.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-neuralprophet.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-neuralprophet.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-neuralprophet.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-neuralprophet.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-neuralprophet.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-neuralprophet.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-nns-github.yml:25","Warn: pipCommand not pinned by hash: .github/workflows/test-nns-github.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/test-nns-github.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/test-nns-github.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-nns-github.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-nns-github.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-nns-github.yml:39","Warn: pipCommand not pinned by hash: .github/workflows/test-nns-github.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/test-nns.yml:25","Warn: pipCommand not pinned by hash: .github/workflows/test-nns.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/test-nns.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/test-nns.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-nns.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-nns.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-nns.yml:39","Warn: pipCommand not pinned by hash: .github/workflows/test-nns.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/test-orbit.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-orbit.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-orbit.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-orbit.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-orbit.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-orbit.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-orbit.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-orbit.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-pmd.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-pmd.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-pmd.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-pmd.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-pmd.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-pmd.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-pmd.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-pmd.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-prophet.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-prophet.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-prophet.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-prophet.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-prophet.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-prophet.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-prophet.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-prophet.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-pydlm.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-pydlm.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-pydlm.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-pydlm.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-pydlm.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-pydlm.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-pydlm.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-pydlm.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-river.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/test-river.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/test-river.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-river.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-river.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-river.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-river.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/test-river.yml:41","Warn: pipCommand not pinned by hash: .github/workflows/test-scikit-learn.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-scikit-learn.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-scikit-learn.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-scikit-learn.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-scikit-learn.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-scikit-learn.yml:41","Warn: pipCommand not pinned by hash: .github/workflows/test-scipy.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/test-scipy.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-scipy.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-scipy.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-scipy.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-scipy.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/test-simdkalman.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-simdkalman.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-simdkalman.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-simdkalman.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-simdkalman.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-simdkalman.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-simdkalman.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-simdkalman.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:34","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-sktime.yml:44","Warn: pipCommand not pinned by hash: .github/workflows/test-successor.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-successor.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-successor.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-successor.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-successor.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-successor.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-successor.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-tbats.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-tbats.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-tbats.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-tbats.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-tbats.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-tbats.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-tbats.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test-tbats.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:34","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test-tcn.yml:44","Warn: pipCommand not pinned by hash: .github/workflows/test-tsa.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test-tsa.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test-tsa.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-tsa.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test-tsa.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test-tsa.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test-tsa.yml:42","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:31","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:33","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:34","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/test_statsforecast.yml:44","Info:   0 out of  48 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of 184 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":5,"reason":"5 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","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"],"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":"2025-08-21T11:20:59.255Z","repository_id":38473436,"created_at":"2025-08-21T11:20:59.255Z","updated_at":"2025-08-21T11:20:59.255Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34805072,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-26T02:00:06.560Z","response_time":106,"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"}},"keywords":["prediction","prediction-algorithm","predictions","predictive-modeling","time-series","time-series-analysis","timeseries","timeseries-analysis","timeseries-data","timeseries-forecasting"],"created_at":"2024-08-01T07:00:22.335Z","updated_at":"2026-06-26T06:01:18.038Z","avatar_url":"https://github.com/microprediction.png","language":"Python","funding_links":[],"categories":["Libraries","📦 Packages","时间序列"],"sub_categories":["Python","网络服务_其他"],"readme":"# timemachines ⚠️ DEPRECATED\n\n**`timemachines` is deprecated and has been replaced by [`skaters`](https://github.com/microprediction/skaters).**\n\n`skaters` is a faster, lighter univariate forecasting package that runs in Pyodide. It completely supersedes `timemachines`.\n\n![skating](https://i.imgur.com/elu5muO.png)\n\n## Migrate\n\n```bash\npip install skaters\n```\n\n```python\nfrom skaters import laplace\n```\n\n## Compatibility shim\n\nFor now, `timemachines` is just a thin shim over `skaters`. It re-exports `laplace` so existing imports keep working, and emits a `DeprecationWarning`:\n\n```python\nfrom timemachines import laplace   # still works, but please switch to skaters\n```\n\nEverything else that used to live in `timemachines` (the `skaters`/`skatertools` subpackages, the per-package model adapters, evaluation tooling, etc.) has been removed. If you depend on any of it, pin an old release (`timemachines\u003c0.21`) or, better, move to [`skaters`](https://github.com/microprediction/skaters).\n\n## Links\n\n- New package: https://github.com/microprediction/skaters\n- Docs: https://skaters.microprediction.org/\n\nMIT licensed.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicroprediction%2Ftimemachines","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmicroprediction%2Ftimemachines","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicroprediction%2Ftimemachines/lists"}