sktime/skbase має індекс здоров’я 88 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (92/100), найнижчий — Community & Adoption (48/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
88
загалом / 100
Відмінний
Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).
88
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Зважений загальний бал 74 калібровано до 88 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.
Типізований код — Python без конфігурації перевірки типів
54.2/55
Керовані розміри файлів — 1/70 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_language
Python
largest_source_bytes
72 525
source_files_sampled
70
oversized_source_files
1
Ключові факти
40зірок GitHub
26контриб'юторів
93комітів за останні 12 місяців
0днів від останнього пушу
47релізів
1бас-фактор
22відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
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
Докладніше
Історія зірок і форків 0 ★ / 48 ⇿
0Зірки
48Форки
46Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 1Мінорні 13Патчі 32
Кожна точка охоплює 4 днів.
OpenSSF Scorecard 7.3 / 10
7.3сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-08-02 15:59 UTC
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 7 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
Реєстр
Пакет
Версія
Зв'язок
PyPI
nbsphinx
—
непряма
PyPI
scikit-learn
—
непряма
PyPI
setuptools
—
непряма
PyPI
sphinx
—
непряма
PyPI
sphinx-design
—
непряма
PyPI
sphinx-gallery
—
непряма
PyPI
sphinx-issues
—
непряма
Сповіщення про залежності не оцінено
Звірка сповіщень не відбулася для цього звіту: No resolved dependencies carried a version and a supported ecosystem
Звіт у форматі JSON машиночитний
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"body": "….0) (#519)\n\nFixes #517\n\n## What was the bug?\n`deep_equals` crashed with a `TypeError` when comparing numpy arrays \nwith string dtype on numpy < 2.0.\n\nThe check `if x.dtype == \"str\"` in `_numpy_equals_plugin` never matched \nin numpy < 2.0, because string arrays have dtype like `U3` or `<U1` \n(not `\"\n[…]\ny versions (both < 2.0 \nand >= 2.0).\n\n## Testing\nAdded a new test file `tests/test_deep_equals.py` covering:\n- equal string arrays return `True`\n- unequal string arrays return `False`\n\nAll tests pass.",
"is_bot": false,
"headline": "[BUG] Fix deep_equals failing on string-dtype numpy arrays (numpy < 2…",
"author_name": "Sourya Singh",
"author_login": "shourya1419-netizen",
"committed_at": "2026-06-03T20:38:01Z",
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"oid": "e02111f4828e1cb648be5e77c4e05e1c0ca1ec01",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/psf/black-pre-commit-mirror: 26.3.1 →\n26.5.1](https://github.com/psf/black-pre-commit-mirror/compare/26.3.1...26.5.1)\n<!--pre-commit.ci end-->",
"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",
"body_truncated": false,
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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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"author_login": "pre-commit-ci[bot]",
"committed_at": "2026-05-03T15:39:05Z",
"body_truncated": false,
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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]",
"committed_at": "2026-04-24T22:06:07Z",
"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",
"body_truncated": false,
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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]",
"committed_at": "2026-04-21T08:39:08Z",
"body_truncated": false,
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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",
"body_truncated": true,
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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",
"body_truncated": true,
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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",
"body_truncated": false,
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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",
"body_truncated": false,
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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,
"is_coding_agent": false
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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]",
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"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",
"body_truncated": true,
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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]",
"author_login": "dependabot[bot]",
"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]",
"committed_at": "2026-02-25T17:53:04Z",
"body_truncated": false,
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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",
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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",
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"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…",
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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]",
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{
"oid": "34515b1b56a2a0b84057c69a7d0fecf357b8aae9",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/psf/black-pre-commit-mirror: 25.12.0 →\n26.1.0](https://github.com/psf/black-pre-commit-mirror/compare/25.12.0...26.1.0)\n- [github.com/PyCQA/bandit: 1.9.2 →\n1.9.3](https://github.com/PyCQA/bandit/compare/1.9.2...1.9.3)\n<!--pre-commit.ci end-->",
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"headline": "[pre-commit.ci] pre-commit autoupdate (#488)",
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{
"oid": "4a79942a6028540ea44ef4db7c500cc2eeb59bb4",
"body": "#### Reference Issues/PRs\n\nfixes #483",
"is_bot": false,
"headline": "[BUG] fix #483 (change .append() to .extend()) (#484)",
"author_name": "Simon Blanke",
"author_login": "SimonBlanke",
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"body": "…(#481)\n\nBumps\n[actions/download-artifact](https://github.com/actions/download-artifact)\nfrom 6 to 7.",
"is_bot": true,
"headline": "[MNT] [Dependabot](deps): Bump actions/download-artifact from 6 to 7 …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-04T00:00:23Z",
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"oid": "4f36ab1214d85a7e69898087e4d37970c2891452",
"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",
"body_truncated": false,
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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",
"body_truncated": false,
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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",
"author_login": "arnavk23",
"committed_at": "2025-12-13T22:34:40Z",
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{
"oid": "29480ac2cbce4a693f3cb6be602a2544be27aa42",
"body": "<!--pre-commit.ci start-->\nupdates:\n- [github.com/psf/black-pre-commit-mirror: 25.11.0 →\n25.12.0](https://github.com/psf/black-pre-commit-mirror/compare/25.11.0...25.12.0)\n<!--pre-commit.ci end-->",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate (#480)",
"author_name": "pre-commit-ci[bot]",
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"committed_at": "2025-12-11T22:20:00Z",
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{
"oid": "f4440fe6d77a383785aa5e0f3700963fade8e771",
"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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"author_login": "dependabot[bot]",
"committed_at": "2025-12-07T14:34:16Z",
"body_truncated": false,
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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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"committed_at": "2025-11-28T11:29:44Z",
"body_truncated": false,
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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,
"is_coding_agent": false
},
{
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"author_login": "auderson",
"committed_at": "2025-11-14T22:12:23Z",
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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]",
"author_login": "dependabot[bot]",
"committed_at": "2025-11-14T22:02:24Z",
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"oid": "d01476b9071d7d784486df3862bcb6d8eded194c",
"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]",
"author_login": "dependabot[bot]",
"committed_at": "2025-11-14T22:01:57Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "da697f61c5e2f53b61295a6a9d3f2ae31dee9ce3",
"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)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2025-11-14T22:01:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "67bc1635c2a05a211be61de9cb3072f0798e7a1a",
"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",
"body_truncated": false,
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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",
"body_truncated": false,
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{
"oid": "4861589f7f687aa23110f2c6622d76c54a53c75b",
"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)",
"author_name": "pre-commit-ci[bot]",
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"committed_at": "2025-10-14T15:13:39Z",
"body_truncated": false,
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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,
"is_coding_agent": false
},
{
"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",
"body_truncated": false,
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},
{
"oid": "d8c4bb57703bb0b9c7044458d6167e00450eb564",
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9eb1cf88c1ac3025fd39b5791ec350306aebd6eb",
"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",
"body_truncated": false,
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},
{
"oid": "b25d1e1a48fcc67697d61c772d46b3a8145f766f",
"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,
"is_coding_agent": false
},
{
"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",
"body_truncated": false,
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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",
"body_truncated": false,
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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,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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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},
{
"oid": "7ab0db391e27f7f94d8f2625d98bf70fb4f7af48",
"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)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2025-09-18T17:02:23Z",
"body_truncated": false,
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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",
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{
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"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)",
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"details": [
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}
],
"max_points": 24
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{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
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"details": [],
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{
"key": "linter_config",
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"points": 16,
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{
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{
"key": "editorconfig",
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"note": null,
"notes": [],
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"inputs": {
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"python",
"scikit-learn-api",
"sktime",
"skbase"
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"has_wiki": true,
"homepage": null,
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{
"key": "readme",
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"points": 30,
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"details": [],
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{
"key": "documentation_directory",
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"detail": null,
"points": 25,
"status": "met",
"details": [],
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{
"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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"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
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}
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"max_points": 10
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{
"key": "wiki",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
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]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
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"name": "Security",
"value": 73,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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{
"code": "weights_renormalized",
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"value": 73,
"inputs": {
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
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"components": [
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"status": "met",
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{
"key": "branch_protection",
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"points": 0,
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{
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{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
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{
"key": "code_review",
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"detail": "Found 9/18 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
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{
"key": "contributors",
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{
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"points": 10,
"status": "met",
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{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
"name": "License",
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"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": [
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"code": "no_data",
"params": {}
}
],
"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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"North Korea"
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"commit_weight_rule": {
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"min_commit_share": 0.1
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"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 12
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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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",
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"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": {
"has_llms_txt": false,
"legible_history_share": 0.982,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_instructions",
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"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"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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},
{
"key": "ai_verify_loop",
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"note": null,
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"has_tests": true,
"lockfiles": [],
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"toolchain_manifests": [],
"dependency_bot_commit_share": 0.27
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
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"points": 18,
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"details": [
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"code": "file_list",
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},
{
"key": "automated_tests",
"name": "Automated tests",
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},
{
"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,
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
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"status": "missed",
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{
"key": "demonstrated_agent_practice",
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"code": "no_agent_authored_commits",
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],
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{
"key": "automated_maintenance",
"name": "Automated maintenance",
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"code": "dependency_bot_commits",
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{
"key": "openssf_scorecard_pinned_dependencies",
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},
{
"key": "ai_code_legibility",
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"key": "type_checkable_code",
"name": "Type-checkable code",
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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": [
{
"code": "oversized_source_files",
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],
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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": {
"top": [
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"labels": [
"library"
],
"scores": {
"library": 8
},
"primary": "library",
"evidence": [
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"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"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",
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],
"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"
}
Пов’язані записи
Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з sktime/skbase. Читати поруч →
Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.5.0, схема v0.27.0 — повна методологія · вікі метрик.
