sktime/skbase erreicht einen Gesundheitsindex von 88 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Vitality (92/100) ab, am schwächsten bei Community & Adoption (48/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
88
gesamt / 100
Exzellent
Software-Gesundheitsindex
Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.
88
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Der gewichtete Gesamtwert 74 wird auf der veröffentlichten Indexskala auf 88 kalibriert (Register-Kalibrierung 2026-08-02).
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Release-Rhythmus — ein Release etwa alle 41,6 Tage
0/10
OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count
47
latest_release_tag
v1.1.0
releases_from_tags
nein
days_since_latest_release
0
mean_days_between_releases
41,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.
Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
54.2/55
Handhabbare Dateigrößen — 1/70 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_language
Python
largest_source_bytes
72.525
source_files_sampled
70
oversized_source_files
1
Eckdaten
40GitHub-Sterne
26Mitwirkende
93Commits, letzte 12 Monate
0Tage seit letztem Push
47Releases
1Bus-Faktor
22offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:scikit-base@1.1.0; advisories assessed against the repository dependency graph instead
No resolved dependencies carried a version and a supported ecosystem
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 48 ⇿
0Sterne
48Forks
46Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 1Minor 13Patch 32
Jeder Punkt umfasst 4 Tage.
OpenSSF Scorecard 7.3 / 10
7.3Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-08-02 15:59 UTC
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 7 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
Registry
Paket
Version
Beziehung
PyPI
nbsphinx
—
indirekt
PyPI
scikit-learn
—
indirekt
PyPI
setuptools
—
indirekt
PyPI
sphinx
—
indirekt
PyPI
sphinx-design
—
indirekt
PyPI
sphinx-gallery
—
indirekt
PyPI
sphinx-issues
—
indirekt
Abhängigkeits-Advisories nicht bewertet
Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies carried a version and a supported ecosystem
JSON-Rohbericht maschinenlesbar
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"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#557)",
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"oid": "e5df20aaba19d37fd176b0c90d3fbcd628bcb312",
"body": "This PR makes the `get_params` branch for `deep=True` safer, i.e.,\nrecursion into component `get_params` calls.\n\nIt avoids failure if `get_params` is present, but it is not an instance\nmethod that returns a `dict`.\n\nAlso adds a regression test that would trigger the previous \"unsafe\"\nbehaviour.",
"is_bot": false,
"headline": "[ENH] safer `get_params(deep=True)` nesting (#562)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-06-03T20:28:39Z",
"body_truncated": false,
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{
"oid": "76600b6ce3dc848b389dac79960a554b0863bd14",
"body": "## Summary\n\nFixes #558.\n\n`get_params(deep=True)` and the HTML diagram repr (`_get_visual_block`)\npreviously treated any parameter value with a `get_params` attribute as\na nested component. That breaks when the parameter holds a **BaseObject\nsubclass (type)** rather than an instance—for example `dist\n[…]\nlass_param`\n- [x] `pytest\nskbase/base/_pretty_printing/tests/test_object_html_repr.py::test_html_repr_with_baseobject_class_param`\n- [x] `pytest skbase/tests/test_base.py -k \"get_params or repr_html\"`",
"is_bot": false,
"headline": "[BUG] Fix get_params(deep=True) for BaseObject class parameters (#559)",
"author_name": "Chaitany Patel",
"author_login": "patelchaitany",
"committed_at": "2026-06-03T20:16:56Z",
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{
"oid": "3a4fd1056f30134652d96ea5b182d50f1afa8b28",
"body": "…4 to 5 (#556)\n\nBumps\n[actions/dependency-review-action](https://github.com/actions/dependency-review-action)\nfrom 4 to 5.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/dependency-review-action from …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-17T17:29:59Z",
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"oid": "fd8a65132759bc4eacf88346004a85bd139e1fa7",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/pycqa/isort: 8.0.1 →\n9.0.0a3](https://github.com/pycqa/isort/compare/8.0.1...9.0.0a3)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#552)",
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{
"oid": "0ed8b0d47b545faf0520021e1b80ac2d407e91f7",
"body": "This PR updates the release workflow to a more simplified and\nstandardized setup:\n\n* single `test_wheels` job instead of one per operating system\n* remove `anaconda` environment, use `uv`\n* use same workflow as in `sktime`",
"is_bot": false,
"headline": "[MNT] update release workflow to simplified setup (#550)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-04-25T19:09:00Z",
"body_truncated": false,
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{
"oid": "cd2ae2b7366987b96d3704b2d4a781436ee46d3e",
"body": "…<0.21.0 to <0.22.0 (#548)\n\nUpdates the requirements on\n[sphinx-gallery](https://github.com/sphinx-gallery/sphinx-gallery) to\npermit the latest version.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps-dev): Update sphinx-gallery requirement from …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
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"body_truncated": false,
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"oid": "5d20a8809ea7837603c34bfa2d0aef475e51ccad",
"body": "Bumps [actions/setup-python](https://github.com/actions/setup-python)\nfrom 5 to 6.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/setup-python from 5 to 6 (#547)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-21T08:39:26Z",
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"oid": "cba0306d3af04e3d0ae712e6583c7ce3fc080f63",
"body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 4\nto 7.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump astral-sh/setup-uv from 4 to 7 (#546)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
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"oid": "aa995503b6cf60184698cd63e3c88e7e641acd44",
"body": "Release 1.0.0\n\n* changelog\n* version bump",
"is_bot": false,
"headline": "Release 1.0.0 (#545)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-04-19T20:15:10Z",
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"oid": "1ae228a696af6dc008bd61d44b8efd1c3e589ca2",
"body": "…tance (#540)\n\n## Summary\n\nFixes #539 - _FlagManager._get_class_flags dropped flags from\nuser-defined Mixin classes under multiple inheritance due to a hardcoded\n[:-2] MRO slice.\n\n## Root Cause\n\nThe previous code assumed the last two MRO entries are always BaseObject\nand object:\n\n```python\nfor paren\n[…]\ny reverted.\n- - skbase/tests/test_meta.py: Add missing _FlagManager import + add\ntest_get_class_flags_preserves_mixin_tags regression test that pins this\nfix and will fail loudly if the slice returns.",
"is_bot": false,
"headline": "[BUG] Fix _get_class_flags dropping Mixin flags under multiple inheri…",
"author_name": "Vedant Sachin Malode",
"author_login": "vedant21-oss",
"committed_at": "2026-04-19T19:56:31Z",
"body_truncated": true,
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{
"oid": "ac01912177d41e0c104a879067bcd0e405ff7062",
"body": "… inheritance (#511)\n\n## Fix incorrect tag/config resolution in diamond inheritance\n\n### Summary\n\n`_FlagManager._get_class_flags` currently uses `hasattr` and `getattr`\nwhen iterating over the class MRO.\nBecause `getattr` follows Python's full attribute lookup chain, classes\nthat do not define `_tag\n[…]\nMixin(A):\n _tags = {\"handles_missing_data\": True}\n\nclass MyBase(A):\n pass\n\nclass Concrete(MyBase, MissingDataMixin):\n _tags = {\"custom_flag\": True}\n\nConcrete().get_tag(\"handles_missing_data\")",
"is_bot": false,
"headline": "[BUG] Fix incorrect tag resolution in `_get_class_flags` with diamond…",
"author_name": "David laid",
"author_login": "WHOIM1205",
"committed_at": "2026-04-19T19:34:25Z",
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{
"oid": "fa1b62804179da98a04cb92a70e003aae816ed83",
"body": "…` to auto-detect (#466)\n\n#### Reference Issues/PRs\n\nCloses #159\n\n\n#### What does this implement/fix? Explain your changes.\n<!--\nA clear and concise description of what you have implemented. Remember\nto implement\nunit tests and docstrings if your pull request commits code to the\nrepository.\n-->\n\nSets `attr_name` to `None` and auto detect from\n\"named_object_parameters\" of `attr_name` remains `None`",
"is_bot": false,
"headline": "[ENH] change `_MetaObjectMixin._check_objects` default for `attr_name…",
"author_name": "Simon Blanke",
"author_login": "SimonBlanke",
"committed_at": "2026-04-19T19:00:30Z",
"body_truncated": false,
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{
"oid": "6bfe22c4a8d9179e9815e34b368c41c941bef1d0",
"body": "Adds a new GitHub Actions workflow\n`.github/workflows/test_deep_equals_compat.yml`\nthat tests `deep_equals` against older versions of numpy and pandas\nusing uv's\n`--exclude-newer` flag, as proposed in #532.\n\nThree matrix jobs are added:\n- `numpy-1x-cutoff` — cutoff Jan 2024, resolves numpy 1.x (befo\n[…]\nsolves the\nintended older versions.\nThe approach (uv --exclude-newer to simulate older environments) was\nagreed\nwith @fkiraly in #532. Happy to adjust cutoff dates or add further\ntimepoints\nif needed.",
"is_bot": false,
"headline": "[MNT] downwards compatibility testing for deep_equals (#537)",
"author_name": "Siddhi Khandelwal",
"author_login": "sid200727",
"committed_at": "2026-04-19T17:11:44Z",
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"oid": "d334c89963dec497640ad78b2933012bcc17901f",
"body": "… PEP 503 (#544)\n\nFixes #543, by also normalizing underscores and dots in package names\npassed to `_check_soft_dependencies`.\n\nExpands the test for `_check_soft_dependencies` to include package names\nunderscore or dot in place of hyphen.",
"is_bot": false,
"headline": "[BUG] normalize package names in `_check_soft_dependencies` following…",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-04-18T21:40:56Z",
"body_truncated": false,
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{
"oid": "033dff32400847ee60841890349141f6eff133fe",
"body": "Accidentally, `pyproject.toml` was not pushed for the 0.13.2 release.\n\nNo upload happened since the CI caught the inconsistency - this just\nneeds to get fixed.",
"is_bot": false,
"headline": "[MNT] fix 0.13.2 release version in `pyproject.toml` (#542)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-04-13T20:16:51Z",
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{
"oid": "7e4fbe5c4c8953a514665f5af819e9489f64d074",
"body": "Release 0.13.2\n\n* changelog\n* version bump",
"is_bot": false,
"headline": "Release 0.13.2 (#541)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-04-12T20:59:26Z",
"body_truncated": false,
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{
"oid": "08998867a68a45ffcb2a24bc53b4f1e76557aa3e",
"body": "updates:\n- [github.com/psf/black-pre-commit-mirror: 26.3.0 →\n26.3.1](https://github.com/psf/black-pre-commit-mirror/compare/26.3.0...26.3.1)",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#535)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2026-04-12T16:43:45Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "5f1fd02069c7603f38b472c591043096ad065e28",
"body": "Bumps\n[codecov/codecov-action](https://github.com/codecov/codecov-action) from\n5 to 6.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump codecov/codecov-action from 5 to 6 (#538)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-28T13:18:34Z",
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{
"oid": "ef2a332454c2e4bf119ed70a69a84dd83f42151b",
"body": "…6.0.0 to <7.0.0 (#534)\n\nUpdates the requirements on\n[sphinx-issues](https://github.com/sloria/sphinx-issues) to permit the\nlatest version.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps-dev): Update sphinx-issues requirement from <…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-25T19:28:53Z",
"body_truncated": false,
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{
"oid": "09d0e327d1d5ac4e2a00dea488876b9ab9826448",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/psf/black-pre-commit-mirror: 26.1.0 →\n26.3.0](https://github.com/psf/black-pre-commit-mirror/compare/26.1.0...26.3.0)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#522)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2026-03-14T17:15:27Z",
"body_truncated": false,
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{
"oid": "28d07555f8e14a4e788b809fa6f7a1b1e257193f",
"body": "Title: Fix cross-class equality in BaseObject.__eq__\n\n## Summary\n\n`BaseObject.__eq__` previously only checked that `other` was an instance\nof\n`BaseObject`, but did not verify that both objects were of the same\nclass.\n\nThis allowed two different estimator classes with identical parameter\nnames\nand va\n[…]\nmented contract\n- No behavior change for same-class comparisons\n\n## Tests\n\nAdded coverage to ensure:\n- Cross-class objects with identical params are not equal\n- Non-BaseObject comparisons return False",
"is_bot": false,
"headline": "[BUG] Fix `__eq__` missing class type check (#507)",
"author_name": "David laid",
"author_login": "WHOIM1205",
"committed_at": "2026-03-05T20:05:29Z",
"body_truncated": true,
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{
"oid": "104a762c3fb7a36e581947e58f2def843033908e",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/pycqa/isort: 8.0.0 →\n8.0.1](https://github.com/pycqa/isort/compare/8.0.0...8.0.1)\n- [github.com/PyCQA/bandit: 1.9.3 →\n1.9.4](https://github.com/PyCQA/bandit/compare/1.9.3...1.9.4)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#509)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2026-03-02T23:46:23Z",
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{
"oid": "b41ef429e1db395b3b1c0669447c39d8a9bf05c4",
"body": "… `test_base.py` (#496)\n\n#### Reference Issues/PRs\nFixes #495\n\n#### What does this implement/fix? Explain your changes.\nThis PR resolves a `SparseEfficiencyWarning` triggered during the test\nsuite in\n`skbase/tests/test_base.py::test_clone_none_and_empty_array_nan_sparse_matrix`.\n\nPreviously, `sp.csr\n[…]\narray_nan_sparse_matrix` to ensure it aligns\nwith `skbase` testing standards for sparse matrices.\n\n#### Any other comments?\nTested locally using `pytest`. The warning has been successfully\neliminated.",
"is_bot": false,
"headline": "[ENH] Fix `SparseEfficiencyWarning` when comparing sparse matrices in…",
"author_name": "Dreamstick",
"author_login": "Dreamstick9",
"committed_at": "2026-03-01T00:55:25Z",
"body_truncated": true,
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{
"oid": "5ecc8c94ea9118a4d2941b978bd2634931a619b2",
"body": "#### Reference Issues/PRs\nFixes #497\n\n#### What does this implement/fix? Explain your changes.\nThis PR resolves an issue in\n`skbase/tests/test_tagaliaser.py::test_tag_aliaser` where 10 expected\n`FutureWarning` messages were leaking into the pytest console output.\n\nThe test correctly interacts with d\n[…]\nFutureWarning)` context\nmanager in `test_tag_aliaser`.\n\n#### Any other comments?\nTested locally using `pytest`. The 10 leaking warnings have been\nsuccessfully caught and cleared from the test summary.",
"is_bot": false,
"headline": "[MNT] Catch expected FutureWarnings in test_tag_aliaser (#498)",
"author_name": "Dreamstick",
"author_login": "Dreamstick9",
"committed_at": "2026-03-01T00:53:04Z",
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"body": "…506)\n\nBumps\n[actions/upload-artifact](https://github.com/actions/upload-artifact)\nfrom 6 to 7.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/upload-artifact from 6 to 7 (#…",
"author_name": "dependabot[bot]",
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"committed_at": "2026-03-01T00:51:33Z",
"body_truncated": false,
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{
"oid": "7561224088d29feeb4993bc77f4644351e208a7f",
"body": "…(#505)\n\nBumps\n[actions/download-artifact](https://github.com/actions/download-artifact)\nfrom 7 to 8.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/download-artifact from 7 to 8 …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-01T00:51:18Z",
"body_truncated": false,
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{
"oid": "1ff40f334308639d0f17be5e2df779e58448da34",
"body": "#### Reference Issues/PRs\nFixes #499 \n\n#### What does this implement/fix? Explain your changes.\nThis PR updates the hardcoded `black==20.8b1` dependency in the\n`nbqa-black` pre-commit hook to `black>=22.3.0`.\n\nThe legacy version from 2020 relies on the deprecated `typed-ast`\npackage, which fails to \n[…]\nhook\nrequirements without breaking formatting CI.\n\n#### Any other comments?\nTested locally on macOS ARM64 / Python 3.14. The `pre-commit`\nenvironment now installs smoothly without compilation crashes.",
"is_bot": false,
"headline": "[MNT] Update legacy black dependency in pre-commit hook (#500)",
"author_name": "Dreamstick",
"author_login": "Dreamstick9",
"committed_at": "2026-02-25T17:59:39Z",
"body_truncated": true,
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{
"oid": "a7584a3af5ca3c460063ce902e1ea9a44dd34dd4",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/pycqa/isort: 7.0.0 →\n8.0.0](https://github.com/pycqa/isort/compare/7.0.0...8.0.0)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#501)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
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{
"oid": "93eeff0f10154786e3401c67a50bd63216c1179d",
"body": "…tError & AttributeError in `_safe_import` (#494)\n\n#### Reference Issues/PRs\nFixes #493 by moving functionality from `sktime` to `skbase`.\n\n#### What does this implement/fix? Explain your changes.\nI have added a catch-all exception block in `_safe_import` instead of\nthe current exception block, whic\n[…]\n## Did you add any tests for the change?\nYes, added `test_safe_import_catches_non_import_error` in\n`skbase/utils/dependencies/tests/test_safe_import.py` to check the flow\nof catch-all exception block.",
"is_bot": false,
"headline": "[ENH] Added catch all exceptions block instead of just catching Impor…",
"author_name": "Nirbhai",
"author_login": "RecreationalMath",
"committed_at": "2026-02-25T17:52:42Z",
"body_truncated": true,
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{
"oid": "cc6e827505a79d94a67e8aab1805b91224691547",
"body": "Release 0.13.1\n\n* changelog\n* version bump",
"is_bot": false,
"headline": "Release 0.13.1 (#490)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-01-25T11:22:29Z",
"body_truncated": false,
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"oid": "a428675a4b66f5cb00653bcaa2e564c82b43b382",
"body": "…<9.0.0 to !=7.2.0,<10.0.0 (#486)\n\nUpdates the requirements on\n[sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest\nversion.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps-dev): Update sphinx requirement from !=7.2.0,…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-24T08:26:05Z",
"body_truncated": false,
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{
"oid": "83f8aec74e6ce2142dd7b0d1362c4f99c2418068",
"body": "Deletes the unused `cancel.yml` workflow and third party dependencies\ntherein.\n\nThe logic is already covered by the `concurrency` setting.",
"is_bot": false,
"headline": "[MNT] Delete unused `cancel.yml` workflow (#489)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-01-24T08:25:49Z",
"body_truncated": false,
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{
"oid": "af92c7064d108685d2bf5b45f319aefa1d1ccdfa",
"body": "…2.1 to 0.13.0 (#487)\n\nBumps\n[styfle/cancel-workflow-action](https://github.com/styfle/cancel-workflow-action)\nfrom 0.12.1 to 0.13.0.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump styfle/cancel-workflow-action from 0.1…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-22T22:16:14Z",
"body_truncated": false,
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"body": "…482)\n\nBumps\n[actions/upload-artifact](https://github.com/actions/upload-artifact)\nfrom 5 to 6.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/upload-artifact from 5 to 6 (#…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-22T22:15:53Z",
"body_truncated": false,
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"headline": "[BUG] fix #483 (change .append() to .extend()) (#484)",
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"body": "…(#481)\n\nBumps\n[actions/download-artifact](https://github.com/actions/download-artifact)\nfrom 6 to 7.",
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"headline": "[MNT] [Dependabot](deps): Bump actions/download-artifact from 6 to 7 …",
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"body": "adds a precommit skip for a single `delattr` use in tests",
"is_bot": false,
"headline": "[MNT] add precommit skip for `delattr` use in test (#485)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2026-01-03T23:30:58Z",
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{
"oid": "efe18328bbe52c7cfc351a338904f1bd9450462c",
"body": "#### Reference Issues/PRs\n\nFixes https://github.com/sktime/skpro/issues/95 after moving git_diff\nfrom sktime and skpro to skbase.\n\n#### What does this implement/fix? Explain your changes.\n\nThis PR adds git_diff from utils.git_diff to skbase which is a refactor\nbecause the same code is used in both skpro and sktime, This PR adds\ngit_diff in skbase and will import this git_diff in skpro and sktime.\nThe git_diff files and related tests will be removed from skpro and\nsktime and will be added here.",
"is_bot": false,
"headline": "[ENH] move `git_diff` utility from `sktime` to `skbase` (#471)",
"author_name": "Param Thakkar",
"author_login": "ParamThakkar123",
"committed_at": "2025-12-21T12:52:20Z",
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"oid": "d0f54f6c965c7eda35ed7ca35fe2016b276227ab",
"body": "#### Reference Issues/PRs\nFixes #163.\n\n\n#### What does this implement/fix? Explain your changes.\ntest_object_html_repr.py — new test to ensure\n_object_html_repr(meta_object) returns an HTML string and does not\nraise.",
"is_bot": false,
"headline": "[ENH] regression test for HTML repr of meta-objects (#473)",
"author_name": "Arnav Kapoor",
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"committed_at": "2025-12-13T22:34:40Z",
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"body": "…<0.20.0 to <0.21.0 (#479)\n\nUpdates the requirements on\n[sphinx-gallery](https://github.com/sphinx-gallery/sphinx-gallery) to\npermit the latest version.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps-dev): Update sphinx-gallery requirement from …",
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"oid": "3546e9ae944a3c981521c2c3981129cca36bffc0",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/PyCQA/bandit: 1.8.6 →\n1.9.2](https://github.com/PyCQA/bandit/compare/1.8.6...1.9.2)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#470)",
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{
"oid": "a755252a15b51b9e7a98d435fc36cc594fb084bf",
"body": "#### Reference Issues/PRs\n\n#324\n\n#### What does this implement/fix? Explain your changes.\n\nTowards #324 by adding support in `deep_equals` for jax arrays. This PR\nalso adds a lot of tests for jax arrays.",
"is_bot": false,
"headline": "[ENH] `deep_equals` plugin for `jax` arrays (#477)",
"author_name": "Simon Blanke",
"author_login": "SimonBlanke",
"committed_at": "2025-11-28T00:54:10Z",
"body_truncated": false,
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{
"oid": "390913e3c4e186ff60802d418e0ae5e2909487d9",
"body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to\n6.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/checkout from 5 to 6 (#475)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-11-22T11:53:47Z",
"body_truncated": false,
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"oid": "477ac96ca66ceeaa7a82801b214f84542af38ce5",
"body": "…arams_resets_fitted_state' test to trigger error (#467)\n\n#### Reference Issues/PRs\n\nfixes #412\n\n\n#### What does this implement/fix? Explain your changes.\n\nThis PR adds a test to trigger the bug described in #412. If desired\nthis PR will also add a fix to the bug.",
"is_bot": false,
"headline": "[BUG] ensure `BaseMetaObject` resets at `set_params`; add 'test_set_p…",
"author_name": "Simon Blanke",
"author_login": "SimonBlanke",
"committed_at": "2025-11-15T10:27:05Z",
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"oid": "963bcfa94f2913509a0f4f1396848e5aed131075",
"body": "…package metadata (#461)\n\n#### Reference Issues/PRs\n\n#433\n\n\n#### What does this implement/fix? Explain your changes.\n\nSome broken packages with empty `.egg-info` folder, will result in empty\nmetadata, which will give `None` as pkg name and cause `ValueError(\"A\ndistribution name is required.\")` in `Distribution.from_name`\n\nAdded some simple filters to ignore them.",
"is_bot": false,
"headline": "[ENH] ensure _get_installed_packages does not break in case of empty …",
"author_name": "auderson",
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"body": "…463)\n\nBumps\n[actions/upload-artifact](https://github.com/actions/upload-artifact)\nfrom 4 to 5.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/upload-artifact from 4 to 5 (#…",
"author_name": "dependabot[bot]",
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"body": "…(#462)\n\nBumps\n[actions/download-artifact](https://github.com/actions/download-artifact)\nfrom 5 to 6.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/download-artifact from 5 to 6 …",
"author_name": "dependabot[bot]",
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"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/psf/black-pre-commit-mirror: 25.9.0 →\n25.11.0](https://github.com/psf/black-pre-commit-mirror/compare/25.9.0...25.11.0)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#468)",
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"body_truncated": false,
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{
"oid": "62ab5fea8015a19df26fb83e2c127a09f73e91c5",
"body": "#### Reference Issues/PRs\n\n#442\n\n#### What does this implement/fix? Explain your changes.\n\n- I used `_get_members_uw` instead of `inspect.getmembers` to retrieve\nclass.\n- `inspect.unwrap()` does not work with MagicAttribute. It does not\nreturn the class itself.\n- Verify inspect.isclass(MagicAttribut\n[…]\n) returns True before attempting\nto unwrap\n- Use klass.__name__ and klass.__module__ instead of trying to use the\nunwrapped version's attributes\n- Catch exceptions and fall back to the original object",
"is_bot": false,
"headline": " [BUG] Fix Metaclass lookup (#457)",
"author_name": "Simon Blanke",
"author_login": "SimonBlanke",
"committed_at": "2025-11-07T22:06:02Z",
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"body": "Fixes a `B042` issue raised by pre-commit in the `skbase` exception.",
"is_bot": false,
"headline": "[BUG] exceptions - fix `B042` pre-commit issue (#465)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-11-01T11:02:11Z",
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{
"oid": "05c8496b9854dcf2b92e3d05e5bf0bf70d8c83bc",
"body": "The `case_sensitive` argument in `_check_soft_dependencies` was broken\nwith a sync from `sklearn`, currently it is not used.\n\nThis PR fixes the argument, and also adds regression tests for the\nargument.",
"is_bot": false,
"headline": "[BUG] fix `case_sensitive` argument in `_check_soft_dependencies` (#464)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-11-01T10:49:31Z",
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"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/pycqa/isort: 6.1.0 →\n7.0.0](https://github.com/pycqa/isort/compare/6.1.0...7.0.0)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#458)",
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"oid": "8c23c795ba98613b617106c0ea9e41f5e261e491",
"body": "#### Reference Issues/PRs\n\nFixes #112 by adding a test\n\n\n#### What does this implement/fix? Explain your changes.\n\nThis does not fix anything, since the bug is apparently already fixed by\n#115. But it adds a minimal test.\n\nThe test creates a dummy module to test the behaviour of `all_objects`.\nThis \n[…]\nndent\nfrom the existing code. I verified, that the test fails (in an expected\nway) before #115 was merged (while all other tests passed). So this test\nshould give some additional safety in the future.",
"is_bot": false,
"headline": "[BUG] regression test certifying for fix #115 (#460)",
"author_name": "Simon Blanke",
"author_login": "SimonBlanke",
"committed_at": "2025-10-14T15:13:20Z",
"body_truncated": true,
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{
"oid": "941bdb3b4bb9b4e78ab1963c3739c7af4497b1f0",
"body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 5\nto 6.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/setup-node from 5 to 6 (#459)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-10-14T15:04:23Z",
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{
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"body": "release 0.13.0 changelog",
"is_bot": false,
"headline": "[DOC] release 0.13.0 changelog (#456)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-10-08T20:26:14Z",
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"body": "Release 0.13.0\n\n* changelog\n* version bump",
"is_bot": false,
"headline": "Release 0.13.0 (#455)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-10-08T20:20:42Z",
"body_truncated": false,
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{
"oid": "33116a56bbb63b64f36add5d71a11d8c99d07016",
"body": "Updates `TagAliaserMixin` to the state of `sktime`, adds tests.",
"is_bot": false,
"headline": "[ENH] `TagAliaserMixin` updated to `sktime` state, added tests (#454)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-10-08T20:17:39Z",
"body_truncated": false,
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"oid": "55f3f95fca847f4b882dc8832603b8ea61e5bda4",
"body": "Adds python 3.14 support and removes python 3.9 support.",
"is_bot": false,
"headline": "[MNT] python 3.14 compatibility and python 3.9 end-of-life (#453)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-10-08T20:05:35Z",
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},
{
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"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/pycqa/isort: 6.0.1 →\n6.1.0](https://github.com/pycqa/isort/compare/6.0.1...6.1.0)\n- https://github.com/psf/black →\nhttps://github.com/psf/black-pre-commit-mirror\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#451)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2025-10-08T19:10:27Z",
"body_truncated": false,
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},
{
"oid": "b6eb583ee9443e0e720eb2f5af0f9aad709c85dd",
"body": "Bumps [github/codeql-action](https://github.com/github/codeql-action)\nfrom 3 to 4.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump github/codeql-action from 3 to 4 (#452)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-10-08T19:10:20Z",
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{
"oid": "388780e5ad5ab5ab63cc4d766da9936b5b67c4ce",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/psf/black: 25.1.0 →\n25.9.0](https://github.com/psf/black/compare/25.1.0...25.9.0)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#450)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2025-09-25T06:49:02Z",
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{
"oid": "c1b2f7ae5bd548cf423a76aa3597f07c08014320",
"body": "Found few misspellings like DEAULT_CLONE_PLUGINS\n\n-> https://github.com/crate-ci/typos",
"is_bot": false,
"headline": "[DOC] Fix typos (#449)",
"author_name": "Viktor Szépe",
"author_login": "szepeviktor",
"committed_at": "2025-09-20T15:24:50Z",
"body_truncated": false,
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},
{
"oid": "d80ad0d0642564b4432a0b1f445a2371091da8ad",
"body": "Release 0.12.6\n\n* changelog\n* version bump",
"is_bot": false,
"headline": "Release 0.12.6 (#448)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-09-18T22:05:48Z",
"body_truncated": false,
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{
"oid": "207c926aa7d088365ed3218ce4176f32f8378345",
"body": "…fixture generation handling (#446)\n\nThis PR improves the functionality of `QuickTester`:\n\n* improved verbosity levels, `verbose` can now be an integer that allows\ngranular control on whether printout from the tests are displayed or not\n* customizable fixture generation from the input object `obj` - in case\nthis is different from the class/instance mechanism, e.g., using a\npackage mechanism, see here for an example:\nhttps://github.com/sktime/pytorch-forecasting/pull/1954",
"is_bot": false,
"headline": "[ENH] improved `QuickTester`: verbosity levels, plugin structure for …",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-09-18T17:06:12Z",
"body_truncated": false,
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},
{
"oid": "b5bbd1df1ae9ff60ba02847736fbf649f52a3c1a",
"body": "The `TagAliaserMixin` methods `get_tag` and `get_class_tag` were not\nbehaving as intended: they were not aliasing the tags.\n\nThis is fixed by delegating to the correctly behaving `get_tags` and\n`get_class_tags` in case a tag is aliasing or aliased.",
"is_bot": false,
"headline": "[BUG] fix `TagAliaserMixin` `get_tag` and `get_class_tag` (#445)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-09-18T17:02:48Z",
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{
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"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/asottile/blacken-docs: 1.19.1 →\n1.20.0](https://github.com/asottile/blacken-docs/compare/1.19.1...1.20.0)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#447)",
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"committed_at": "2025-09-18T17:02:23Z",
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{
"oid": "4162ef9dd0889a269708ca054ce051523dfab3a6",
"body": "…ting` (#441)\n\nupdates `_safe_import` to the state in `sktime` and `pytorch_forecasting`",
"is_bot": false,
"headline": "[ENH] update `_safe_import` to state in `sktime` and `pytorch_forecas…",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-09-07T17:17:07Z",
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},
{
"oid": "37b8895468a17f8ff1eb90057d704c80e6905389",
"body": "Bumps [actions/setup-python](https://github.com/actions/setup-python)\nfrom 5 to 6.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/setup-python from 5 to 6 (#444)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-07T09:56:23Z",
"body_truncated": false,
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{
"oid": "e932f7f0eda8b618e36ea05072f98d7968fbaeb6",
"body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 4\nto 5.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/setup-node from 4 to 5 (#443)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-07T09:56:09Z",
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{
"oid": "1c6c4f4e5d5709a53fa3dd8259f6d7dbf002c557",
"body": "From\nhttps://github.com/sktime/skpro/pull/583#pullrequestreview-3131917702",
"is_bot": false,
"headline": "[MNT] Check versions in wheels workflow (#440)",
"author_name": "Viktor Szépe",
"author_login": "szepeviktor",
"committed_at": "2025-08-24T20:34:09Z",
"body_truncated": false,
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{
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"body": "Release 0.12.5\n\n* changelog\n* version bump",
"is_bot": false,
"headline": "Release 0.12.5 (#437)",
"author_name": "Franz Király",
"author_login": "fkiraly",
"committed_at": "2025-08-17T16:07:56Z",
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"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"topics": [
"framework",
"python",
"scikit-learn-api",
"sktime",
"skbase"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
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"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
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"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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"detail": null,
"points": 0,
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"details": [],
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{
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"detail": null,
"points": 10,
"status": "met",
"details": [],
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{
"key": "topics",
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"points": 10,
"status": "met",
"details": [
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"code": "topics_count",
"params": {
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}
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"max_points": 10
},
{
"key": "wiki",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 73,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 73,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 7.3
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"components": [
{
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"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
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{
"key": "ci_tests",
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"points": 2.2,
"status": "partial",
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},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 9/18 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
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"points": 2.5,
"status": "met",
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},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "20 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool detected but not run on all commits",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 7.5
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{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
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"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
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"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 12
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 51,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 0.982,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
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"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
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"detail": "55 of 56 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 55,
"sampled": 56
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 59,
"inputs": {
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"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
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"has_linter_config": true,
"typecheck_configs": [],
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"toolchain_manifests": [],
"dependency_bot_commit_share": 0.27
},
"components": [
{
"key": "one_command_bootstrap",
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"detail": "docs/Makefile",
"points": 18,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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"max_points": 18
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{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
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{
"key": "reproducible_environment",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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{
"key": "demonstrated_agent_practice",
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"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_authored_commits",
"params": {
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}
],
"max_points": 10
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{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "27 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
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"code": "dependency_bot_commits",
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"sampled": 100
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"max_points": 8
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{
"key": "openssf_scorecard_pinned_dependencies",
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"points": 0,
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"details": [],
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]
},
{
"key": "ai_code_legibility",
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"note": null,
"notes": [],
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"largest_source_bytes": 72525,
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"oversized_source_files": 1
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"components": [
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"key": "type_checkable_code",
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"points": 0,
"status": "missed",
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"code": "no_typecheck_config_language",
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{
"key": "manageable_file_sizes",
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"points": 54.2,
"status": "partial",
"details": [
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"code": "oversized_source_files",
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"sampled": 70,
"oversized": 1
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
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"labels": [
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"scores": {
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},
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"evidence": [
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"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
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{
"tier": "tags",
"label": "library",
"source": "tag:framework",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
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"deps.dev does not index pypi:scikit-base@1.1.0; advisories assessed against the repository dependency graph instead",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-08-02T16:00:00.801913Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/sktime/skbase.svg",
"full_name": "sktime/skbase",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}
Verwandte Einträge
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