Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 01:35 UTC
lmfit / uncertainties
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
lmfit/uncertainties має індекс здоров’я 61 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (85/100), найнижчий — AI Readiness (45/100). Останнє оновлення було 20 днів тому. Більшість нещодавньої роботи виконує один учасник.
61
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
61
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні 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.
Власність
lmfitОрганізація
34 підписники5 публічних репозиторіївз груд. 2013 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| PyPI | uncertainties | 3.2.3 | - | 81 | 456 днів тому | error-propagationuncertaintiesuncertainty-calculationsstandard-deviationderivativespartial-derivativesdifferentiation |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
52
Активність розробки
46У зоні ризику
Як обчислюється оцінка
| 28.8/36 | Свіжість push — останній push 20 дн. тому |
| 4.2/36 | Ритм комітів — 6/52 тижнів із комітами |
| 11.5/18 | Обсяг комітів — 18 комітів за останній рік |
| 2/10 | OpenSSF Scorecard: Maintained — 2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2 |
Використані вхідні дані
| commits_last_year | 18 |
| human_commit_share | 1 |
| days_since_last_push | 20 |
| active_weeks_last_year | 6 |
Дисципліна релізів
62Помірний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 21 релізів |
| 16.2/36 | Свіжість релізів — останній реліз 193 дн. тому |
| 12.6/27 | Ритм релізів — реліз кожні ~261,1 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 21 |
| latest_release_tag | 3.2.4 |
| releases_from_tags | ні |
| days_since_latest_release | 193 |
| mean_days_between_releases | 261,1 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
60
Популярність і впровадження
67Помірний
Як обчислюється оцінка
| 45.9/60 | Зірки — 672 зірок |
| 16.1/25 | Форки — 86 форків |
| 5.3/15 | Спостерігачі — 10 спостерігачів |
Використані вхідні дані
| forks | 86 |
| stars | 672 |
| watchers | 10 |
| growth_state | organic |
| growth_factor_pct | 100 |
Здоров'я спільноти
51Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 16.9/22.5 | Ліцензія — файл ліцензії наявний, не є визнаною ліцензією |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
58
Стійкість мейнтейнерів (бас-фактор)
34У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 1.1/22.5 | Розподіл комітів — головний контриб’ютор — автор 95% комітів |
| 13.5/13.5 | Широта контриб’юторів — 24 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 16 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 24 |
| top_contributor_share | 0,951 |
Реактивність на issue та PR
70Добрий
Як обчислюється оцінка
| 27.6/46.8 | Вирішення issue — закрито 59% issue |
| 27.2/38.3 | Прийняття PR — злито 94/132 вирішених PR |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Використані вхідні дані
| merged_prs | 94 |
| open_issues | 77 |
| closed_issues | 111 |
| issue_closed_ratio | 0,59 |
| closed_unmerged_prs | 38 |
Власність та опіка
59Помірний
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 11.1/25 | Охоплення власника — 34 підписників у lmfit |
| 17.7/25 | Послужний список — 5 публічних репозиторіїв, вік облікового запису ~12 р. |
Використані вхідні дані
| followers | 34 |
| owner_type | Organization |
| is_verified | — |
| owner_login | lmfit |
| public_repos | 5 |
| account_age_days | 4 601 |
Супровід пакетів
79Добрий
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 14/35 | Свіжість публікацій — остання публікація 456 дн. тому |
| 20/20 | Історія версій — 81 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | uncertainties |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 456 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
85
Інженерні практики
82Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 3 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 8/20 | OpenSSF Scorecard: CI-Tests — 5 out of 12 merged PRs checked by a CI test -- score normalized to 4 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
90Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — http://uncertainties.readthedocs.io/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | uncertainties, error-propagation, differentiation, autodiff, autodifferentiation |
| has_wiki | ні |
| homepage | http://uncertainties.readthedocs.io/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
50
Стан безпеки
50Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 1/2.5 | CI-Tests — 5 out of 12 merged PRs checked by a CI test -- score normalized to 4 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 16 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | Ліцензія — license file detected |
| 1.5/7.5 | Maintained — 2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
45
Контекст і настанови для агентів
32У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 32.5/40 | Читабельна історія комітів — намір зазначено у 61 з 100 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,61 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — doc/Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 0/10 | Відтворюване середовище |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | doc/Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/21 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 42 719 |
| source_files_sampled | 21 |
| oversized_source_files | 0 |
Ключові факти
672зірок GitHub
24контриб'юторів
18комітів за останні 12 місяців
20днів від останнього пушу
21релізів
1бас-фактор
77відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- No resolved dependencies carried a version and a supported ecosystem
Докладніше
Історія зірок і форків 672 ★ / 86 ⇿
672Зірки
86Форки
21Релізи
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 0Мінорні 1Патчі 17
Кожна точка охоплює 15 днів.
OpenSSF Scorecard 5.0 / 10
5.0сукупно
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | 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 |
| 4 | CI-Tests | 5 out of 12 merged PRs checked by a CI test -- score normalized to 4 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 16 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 2 | Maintained | 2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Усі залежності 1
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 1 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | - | — | 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
{
"data": {
"repo": {
"topics": [
"uncertainties",
"error-propagation",
"differentiation",
"autodiff",
"autodifferentiation"
],
"is_fork": false,
"size_kb": 9391,
"has_wiki": false,
"homepage": "http://uncertainties.readthedocs.io/",
"languages": {
"Shell": 1387,
"Python": 284157
},
"pushed_at": "2026-07-01T12:28:41Z",
"created_at": "2010-06-11T19:50:15Z",
"owner_type": "Organization",
"updated_at": "2026-07-19T15:09:48Z",
"description": "Transparent calculations with uncertainties on the quantities involved (aka \"error propagation\"); calculation of derivatives.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "master",
"license_spdx_raw": "NOASSERTION",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "lmfit",
"type": "Organization",
"login": "lmfit",
"company": null,
"location": null,
"followers": 34,
"avatar_url": "https://avatars.githubusercontent.com/u/6190878?v=4",
"created_at": "2013-12-15T15:43:18Z",
"is_verified": null,
"public_repos": 5,
"account_age_days": 4601
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": "NOASSERTION",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "3.2.4",
"kind": "patch",
"published_at": "2026-01-09T23:08:13Z"
},
{
"tag": "3.2.3",
"kind": "patch",
"published_at": "2025-04-21T19:55:49Z"
},
{
"tag": "3.2.2",
"kind": "patch",
"published_at": "2024-07-07T22:35:52Z"
},
{
"tag": "3.2.1",
"kind": "patch",
"published_at": "2024-06-08T14:11:33Z"
},
{
"tag": "3.2.0",
"kind": "minor",
"published_at": "2024-06-03T12:34:43Z"
},
{
"tag": "3.1.7",
"kind": "patch",
"published_at": "2022-06-19T14:08:38Z"
},
{
"tag": "3.1.6",
"kind": "patch",
"published_at": "2021-07-11T21:06:15Z"
},
{
"tag": "3.1.5",
"kind": "patch",
"published_at": "2020-11-18T08:25:40Z"
},
{
"tag": "3.1.4",
"kind": "patch",
"published_at": "2020-06-07T08:59:47Z"
},
{
"tag": "3.1.2",
"kind": "patch",
"published_at": "2019-08-05T08:00:23Z"
},
{
"tag": "3.1.1",
"kind": "patch",
"published_at": "2019-05-30T18:20:43Z"
},
{
"tag": "3.0.3",
"kind": "patch",
"published_at": "2018-10-28T22:04:13Z"
},
{
"tag": "3.0.1",
"kind": "patch",
"published_at": "2016-08-15T20:56:37Z"
},
{
"tag": "2.4.7.1",
"kind": "other",
"published_at": "2016-01-16T22:58:21Z"
},
{
"tag": "2.4.6.1",
"kind": "other",
"published_at": "2014-08-14T06:18:47Z"
},
{
"tag": "2.4.6",
"kind": "patch",
"published_at": "2014-04-10T13:13:21Z"
},
{
"tag": "2.4.5",
"kind": "patch",
"published_at": "2014-04-09T10:11:56Z"
},
{
"tag": "2.4.3",
"kind": "patch",
"published_at": "2013-12-07T10:36:01Z"
},
{
"tag": "2.4.2",
"kind": "patch",
"published_at": "2013-11-19T14:46:50Z"
},
{
"tag": "2.4.1",
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"oid": "b7be2e7fd858d0786544d92c58ef00738a910132",
"body": "- [x] Closes #291\n- [x] Executed `pre-commit run --all-files` with no errors\n- [x] The change is fully covered by automated unit tests\n- [x] Documented in docs/ as appropriate\n- [ ] Added an entry to the CHANGES file\n\nSummary of goals:\n\n- Changes all power tests to use `pytest.mark.parametrize`. Hop\n[…]\nor `pow` and `umath_core.pow` in a `test_power.py`\nmodule to get some code re-use and to combine similar tests rather than\nspread them across modules\n- Remove `pow` test code from `helpers.py` module.",
"is_bot": false,
"headline": "Clean up `pow` tests (#292)",
"author_name": "Justin Gerber",
"author_login": "jagerber48",
"committed_at": "2025-03-14T03:55:38Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "19865cc0e87558d1d105c9d674ebace501e41395",
"body": "Fixed the edge case of having super-small (but non-zero) AffineFunc\nexpressed as str.\n\n- [x] Closes #135 \n- [x] Executed `pre-commit run --all-files` with no errors\n- [x] The change is fully covered by automated unit tests\n- [x] Documented in docs/ as appropriate\n- [x] Added an entry to the CHANGES file",
"is_bot": false,
"headline": "Fix small float formatting (#290)",
"author_name": "Ocean",
"author_login": "OceanNuclear",
"committed_at": "2025-03-09T16:45:50Z",
"body_truncated": false,
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},
{
"oid": "1975a4d7ab7bd60f607b6c9e58d6a227db3c14ff",
"body": null,
"is_bot": false,
"headline": "Fix typos in `ufloat_fromstr` doctring examples (#286)",
"author_name": "Christian Schreinemachers",
"author_login": "Cs137",
"committed_at": "2025-01-24T12:32:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bcff480a6847d86dcafd59103e7a6c8f1eb3963c",
"body": "… (#280)\n\n- [x] Closes #279\r\n- [ ] Executed `pre-commit run --all-files` with no errors\r\n- [ ] The change is fully covered by automated unit tests\r\n- [ ] Documented in docs/ as appropriate\r\n- [ ] Added an entry to the CHANGES file",
"is_bot": false,
"headline": "Add back `make.bat` for building docs and running doctests on Windows…",
"author_name": "Justin Gerber",
"author_login": "jagerber48",
"committed_at": "2025-01-18T19:06:55Z",
"body_truncated": false,
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},
{
"oid": "61f688f920b34d06da521a5fb8b013043e2e2fe0",
"body": "- [x] Closes #274 \r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file\r\n\r\nadd a performance benchmark test. This test is important especially to\r\nensure #262 doesn't introduce a performance regression.\r\n\r\n---------\r\n\r\nCo-authored-by: andrewgsavage <andrewgsavage@gmail.com>",
"is_bot": false,
"headline": "Add performance test (#275)",
"author_name": "Justin Gerber",
"author_login": "jagerber48",
"committed_at": "2024-12-28T02:11:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "969324dcbe01dc933888c2540f3b097c99b350f6",
"body": "- [x] Closes #267\r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file",
"is_bot": false,
"headline": "Change how `numpy` behaves as an optional import (#268)",
"author_name": "Justin Gerber",
"author_login": "jagerber48",
"committed_at": "2024-11-15T16:56:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3da2a4c9ef8031049826034b486c2083a2d532d",
"body": "- [x] Closes #270 \r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file\r\n\r\nThis PR hopes to resolve a few issues with `uncertainty` package\r\ninteracti\n[…]\n easily ignored. It does so\r\nusing the `informational` flag in the `.codecov.yaml` file.\r\n- It moves the API token back to using the github secret rather than\r\nexposing it in the `.codecov.yaml` file.",
"is_bot": false,
"headline": "Make codecov pull requests informational only (#269)",
"author_name": "Justin Gerber",
"author_login": "jagerber48",
"committed_at": "2024-11-15T15:30:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9a4c27528e597c6a9320094e40063e173b0d908d",
"body": null,
"is_bot": false,
"headline": "Fix typo: Liittle -> Little (#264)",
"author_name": "thomas",
"author_login": "thomascamminady",
"committed_at": "2024-09-20T00:55:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb98e982e21b215e40edd7849995f80bdebc36b5",
"body": "- [x] Closes #254 (insert issue number)\r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file\r\n\r\nReadthedocs are still not building. I would like to te\n[…]\nuncertainties package\r\n- Go to \"Admin\"\r\n- Go to tab for \"Maintainers\" \r\n- Add maintainers by user name. I can be added under the username\r\njagerber48. If you add me I would be happy to add the others.",
"is_bot": false,
"headline": "Fix readthedocs build (#261)",
"author_name": "Justin Gerber",
"author_login": "jagerber48",
"committed_at": "2024-08-19T16:35:18Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ce1626907053ba9704ef09e7bdf523351282b177",
"body": "…rwrites (#167)\n\nThis PR\r\n\r\n- Moves formatting code into a `test_formatting.py` module\r\n- Refactors `test_format` to use `pytest.mark.parametrize`. This solves\r\n#162 since cases are no longer stored as dict keys (which were\r\naccidentally repeated). Now each case is a 4-tuple. Previously test\r\ncases \n[…]\n into a list\r\nof tuples. In this case elements of the list are tuples whose first\r\nelement is a value/uncertainty pair tuple and whose second element is a\r\ndict of format string/expected output pairs.",
"is_bot": false,
"headline": "Convert `tests` from dict of dicts to list of tuples to avoid key ove…",
"author_name": "Justin Gerber",
"author_login": "jagerber48",
"committed_at": "2024-08-09T04:45:13Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f097015634e4a6ec8c1bea77e9743533f88a38d9",
"body": "- [x] Closes #254\r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [ ] Added an entry to the CHANGES file\r\n\r\n\r\nThis changes the readthedocs config to install uncertainties and\r\ndependencies with `pip install \".[all]\"`.",
"is_bot": false,
"headline": "have readthedocs install with , drop requirements files (#255)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-07-26T05:19:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a470e48d1fe28bba4a837a7206dfa11c1af5cdc",
"body": "Given that it is common to work with Uncertainties and numpy, it is easy\r\nto forget to check that a hard dependency on numpy has been introduced.\r\nHere an extra run is added to the CI configuration to run the tests\r\nwithout installing numpy.",
"is_bot": false,
"headline": "Add CI run that tests the package without numpy installed (#252)",
"author_name": "Will Shanks",
"author_login": "wshanks",
"committed_at": "2024-07-13T20:04:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e0ba9af71dc0af320ec8b3f207198d4674dacef",
"body": null,
"is_bot": false,
"headline": "Remove some <py3.3 code (#250)",
"author_name": "andrewgsavage",
"author_login": "andrewgsavage",
"committed_at": "2024-07-13T18:03:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64e7320a6f35eb9cd3210addbe4893a0901d0e5c",
"body": null,
"is_bot": false,
"headline": "pr_template (#221)",
"author_name": "andrewgsavage",
"author_login": "andrewgsavage",
"committed_at": "2024-07-12T07:22:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ef988a6eb34a5e769911611bc6f4ca8fe6cb0c7",
"body": null,
"is_bot": false,
"headline": "pre-commit linting (#248)",
"author_name": "andrewgsavage",
"author_login": "andrewgsavage",
"committed_at": "2024-07-12T06:38:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d2b16d238ba7c8d07b57c129a3c907e37967b80",
"body": "Move some code from core.py into ops.py, formatting.py, and parsing.py. Since some of the moved code is part of the `AffineScalarFunc` class, it was refactored into functions of `cls` that can be imported back into core.py and called on `AffineScalarFunc`.",
"is_bot": false,
"headline": "split core into smaller files (#237)",
"author_name": "andrewgsavage",
"author_login": "andrewgsavage",
"committed_at": "2024-07-10T15:11:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1238d37c6ed87d018e696589716de488e7d9eca7",
"body": "finalize version 3.2.2, use `setuptools-scm` to set the version number from the git tag",
"is_bot": false,
"headline": "3.2.2 (#247)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-07-07T18:52:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "411ce33eff2ffaaaf47428fdf1963a36839588ac",
"body": "This updates the `.codecov.yml` file to be more compliant\r\nwith codecov expectations.\r\nAnd it changes the invocation of pytest with coverage in the testing\r\nenvironment to track the installed files.\r\n\r\n---------\r\n\r\nCo-authored-by: Will Shanks <wshaos@posteo.net>",
"is_bot": false,
"headline": "Codecov updates (#246)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-07-07T11:58:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4b309a645c1dcc4cf731ef61e2549301d003e5fe",
"body": "use `dot` and `isscalar` from `numpy` instead of older `numeric` in `unumpy.core` to work with Numpy 2.0",
"is_bot": false,
"headline": "Make uncertainties compatible with numpy 2.0 (#245)",
"author_name": "Pieter Eendebak",
"author_login": "eendebakpt",
"committed_at": "2024-07-04T19:24:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35ab5e812bace1691b0552f6148bb38de2c09943",
"body": "The fixes rendering errors in README.rst that prevent uploading of the\r\nwhl and tarball to PyPI.",
"is_bot": false,
"headline": "V3.2.1 (#243)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-08T13:40:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9fce38d7a824e331bbccd8cf6d87836fd26c32f1",
"body": null,
"is_bot": false,
"headline": "version set to 3.2.1 (#241)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-07T19:51:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2da3ca9ab83a0563ecb9a80ae7ff231311f2fa1b",
"body": "this changes single quotes to double backticks for operators and\r\nfunctions in the user guide, and in code comments.\r\n\r\nsee discussion at\r\nhttps://github.com/lmfit/uncertainties/discussions/201#discussioncomment-9693130",
"is_bot": false,
"headline": "use double backticks more uniformly (#240)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-07T13:18:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34a271fdef824b1cbc2edb5f84cc5fbb9c308411",
"body": "and also update some of README.rst",
"is_bot": false,
"headline": "update readthedocs link (#239)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-06T06:54:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "166a56b766327168e84de6a8724f20891cb70880",
"body": null,
"is_bot": false,
"headline": "another RTD config fix (#238)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-05T07:04:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e54598f33399246e4eb768fb264b8c8144ab6f1",
"body": "more (maybe last? ;)) updates to readthedocs configs, hoping it now\r\nconnects and builds docs.",
"is_bot": false,
"headline": "Readthedocs config more (#236)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-04T22:15:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7cea5a96d0c79b447742771616dc5232e16aeefa",
"body": "Listing `setuptools_scm` in `pyproject.toml` enables it to be used to\r\ndetermine which files are included in the sdist instead of the older\r\n`MANIFEST.in` procedure. `setuptools_scm` just includes every file\r\ntracked by `git` which seems fine for this small project.\r\n\r\nAdditionally, delete `INSTALL.txt` which had outdated installation\r\ninformation.",
"is_bot": false,
"headline": "Use setuptools-scm to ensure all repo files are in sdist (#235)",
"author_name": "Will Shanks",
"author_login": "wshanks",
"committed_at": "2024-06-04T03:50:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3426fd9128804dad499fc7f5fe87c3a43becf12",
"body": "* In `pyproject.toml`, use an explicit package list instead of using the\r\n`find` directive.\r\n\r\n* In GitHub Actions workflow, do not use an editable install since that\r\nimplicitly includes all modules below `uncertainties/` and we want to\r\nmake sure we test the package in its installed form.\r\n\r\nCo-authored-by: Matt Newville <newville@cars.uchicago.edu>",
"is_bot": false,
"headline": "Use explicit package list and ensure it is tested in CI (#232)",
"author_name": "Will Shanks",
"author_login": "wshanks",
"committed_at": "2024-06-04T02:08:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c3853da2dd60ff8784b4d921984b8286b97e685",
"body": "…233)\n\nThis should fix the readthedocs configuration, solving the issue\r\nhttps://readthedocs.org/projects/uncertainties/builds/24572849/\r\npointed out by @andrewgsavage",
"is_bot": false,
"headline": "update readthedocs_config to point to 'doc', and list requirements (#…",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-03T14:28:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "511633125cd31c5042b7742090d8113998e54ad5",
"body": "We need to set the version in `pyproject.toml` too! \r\n\r\nAlso, apparently `uncertainties.unumpy` was not being installed -- how\r\ndid tests pass?",
"is_bot": false,
"headline": "3.2.0release (#230)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-03T12:12:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4a48b33f20cdbb44b8f016b227b0702a2cb06f3",
"body": "update CHANGES and set 3.2.0 as version number in `__init__.py`",
"is_bot": false,
"headline": "update CHANGES.rst and __init__.py for v3.2.0 (#229)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-02T17:07:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "21352bb3260fbad1510fd920fcccb0a97e8b1d45",
"body": "This adds a Table of Contents to the sidebar for the index page of the\r\ndocs.\r\nSee https://lmfit.github.io/uncertainties/ for results",
"is_bot": false,
"headline": "add global TOC to doc index page (#228)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-06-02T15:58:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf62fdf2ec22bc008163efea08867501564a0011",
"body": null,
"is_bot": false,
"headline": "changes (#223)",
"author_name": "andrewgsavage",
"author_login": "andrewgsavage",
"committed_at": "2024-06-02T15:58:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5954d5c6eb4da7e99fdcc74cabeec3b42000d857",
"body": null,
"is_bot": false,
"headline": "Update unumpy test to be compatible with numpy 2 (#225)",
"author_name": "Will Shanks",
"author_login": "wshanks",
"committed_at": "2024-05-16T16:52:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cbf491779631a30d02bf8e37f51a761a1ee580a5",
"body": null,
"is_bot": false,
"headline": "Mark docstrings with backslashes as raw strings (#226)",
"author_name": "Will Shanks",
"author_login": "wshanks",
"committed_at": "2024-05-16T16:16:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3255816dbe34bf9367b8d173370b6a97dfc97f86",
"body": null,
"is_bot": false,
"headline": "documentation building, readthedocs config (#203)",
"author_name": "Matt Newville",
"author_login": "newville",
"committed_at": "2024-05-15T19:35:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4771a14c5823c077d5401719470feb038d940443",
"body": "Added .vscode folder to. gitignore settings.",
"is_bot": false,
"headline": "Added .vscode folder to .gitignore settings. (#212)",
"author_name": "Will Riley",
"author_login": "willynilly",
"committed_at": "2024-04-22T02:40:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea1d66435b5de700f763f9a4cb828f2ef78fe731",
"body": null,
"is_bot": false,
"headline": "Move tests to tests folder (#216)",
"author_name": "andrewgsavage",
"author_login": "andrewgsavage",
"committed_at": "2024-04-05T19:12:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57e2a20b52de934f4a2e52aa8fa9b0f2ad7261d0",
"body": "Removed unused imports in tests. \r\n\r\nCo-authored-by: andrewgsavage <andrewgsavage@gmail.com>",
"is_bot": false,
"headline": "Removed unused imported modules from tests. (#210)",
"author_name": "Will Riley",
"author_login": "willynilly",
"committed_at": "2024-04-02T19:36:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "842126871df8381c4cc6c32ec099b3870bb732f4",
"body": "This commit removes:\r\n- the 1to2 code and documentation, \r\n- the compatability code that handled obsolete function calls, \r\n- the deprecations in these calls,\r\n- the tests that tested obsolete behaviour",
"is_bot": false,
"headline": "remove 1to2 and deprecations (#214)",
"author_name": "andrewgsavage",
"author_login": "andrewgsavage",
"committed_at": "2024-04-02T13:59:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9b82f045f423452cfaeddc0b776905c05187e28",
"body": "* Move static package configuration from setup.py to pyproject.toml\r\n- Minimal changes were made to the configuration, so it still lists\r\nPython 2.7 as the minimum version, though it hasn't been tested what the\r\nminimum version of Python is that can install the package with a\r\npyproject.toml file an\n[…]\n in setup.py into README.rst\r\n* Capture development dependencies listed in setup.py in\r\nrequirements-dev.txt\r\n* Save change log which was in long description in setup.py in its own\r\nfile, CHANGES.rst.",
"is_bot": false,
"headline": "Transition from setup.py to pyproject.toml (#199)",
"author_name": "Will Shanks",
"author_login": "wshanks",
"committed_at": "2024-03-15T17:51:02Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "642c5034bd3547972b6b5fd5ade5c7341749acb8",
"body": "This change does not modify any code, so the codebase is still actually\r\ncompatible with Python 2.7 through 3.7, but it gives the project the\r\nfreedom to make incompatible changes with versions in that range in\r\nsubsequent commits.\r\n\r\nA note in the documentation states that compatibility with earlier\r\nversions could be considered if there is user demand.\r\n\r\n---------\r\n\r\nCo-authored-by: Matt Newville <newville@cars.uchicago.edu>",
"is_bot": false,
"headline": "Drop official support for Python versions before 3.8 (#200)",
"author_name": "Will Shanks",
"author_login": "wshanks",
"committed_at": "2024-03-15T14:56:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "05361a7eccb747aa60fefea392899f52a8d0e55c",
"body": "Adjust CI github action to upload code coverage to codecov.io.",
"is_bot": false,
"headline": "Code Coverage github action (#202)",
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"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 is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"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": "excellent",
"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": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"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
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 45,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 32,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.61,
"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": {}
}
],
"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",
"name": "Legible commit history",
"detail": "61 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 32.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 61,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"doc/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "doc/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "doc/Makefile"
}
}
],
"max_points": 18
},
{
"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
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 42719,
"source_files_sampled": 21,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/21 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 21,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-22T01:35:45.933700Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/lmfit/uncertainties.svg",
"full_name": "lmfit/uncertainties",
"license_state": "custom",
"license_spdx": null
}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 v1.13.0, схема v0.26.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.