Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 03:27 UTC

sbi-dev / sbi

sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you covered.

PythonApache-2.0★ 849 зірок⑂ 244 форкиз лют. 2020 р.Переглянути на GitHub ↗

sbi-dev/sbi має індекс здоров’я 82 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (96/100), найнижчий — Sustainability & Governance (72/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.

82
загалом / 100
Добрий

Індекс 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.

82
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)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

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

sbiОрганізація
61 підписник5 публічних репозиторіївз серп. 2023 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIsbi0.26.1-38103 дні томуbayesian-inferencesimulation-based-inferencepytorch

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

86Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
30.5/36Ритм комітів — 44/52 тижнів із комітами
18/18Обсяг комітів — 181 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year181
human_commit_share0,55
days_since_last_push0
active_weeks_last_year44
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 38 релізів
27/36Свіжість релізів — останній реліз 103 дн. тому
12.6/27Ритм релізів — реліз кожні ~133,7 дн.
8/10OpenSSF Scorecard: Signed-Releases — 3 out of the last 3 releases have a total of 3 signed artifacts.
Використані вхідні дані
releases_count38
latest_release_tagv0.26.1
releases_from_tagsні
days_since_latest_release103
mean_days_between_releases133,7

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

79Добрий · 18% загального індексу
Як обчислюється оцінка
47.5/60Зірки — 849 зірок
19.9/25Форки — 244 форків
6.7/15Спостерігачі — 17 спостерігачів
Використані вхідні дані
forks244
stars849
watchers17
growth_stateorganic
growth_factor_pct100
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateні

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

72Добрий · 24% загального індексу
Як обчислюється оцінка
25.2/54Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів
12.6/22.5Розподіл комітів — головний контриб’ютор — автор 44% комітів
13.5/13.5Широта контриб’юторів — 88 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 22 contributing companies or organizations
Використані вхідні дані
bus_factor2
contributors_sampled88
top_contributor_share0,439
Як обчислюється оцінка
43.3/46.8Вирішення issue — закрито 93% issue
33.1/38.3Прийняття PR — злито 882/1 018 вирішених PR
6/15OpenSSF Scorecard: Code-Review — Found 5/11 approved changesets -- score normalized to 4
Використані вхідні дані
merged_prs882
open_issues60
closed_issues748
issue_closed_ratio0,926
closed_unmerged_prs136
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
12.9/25Охоплення власника — 61 підписників у sbi-dev
11.6/25Послужний список — 5 публічних репозиторіїв, вік облікового запису ~2 р.
Використані вхідні дані
followers61
owner_typeOrganization
is_verified
owner_loginsbi-dev
public_repos5
account_age_days1 085

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 103 дн. тому
20/20Історія версій — 38 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagessbi
ecosystemspypi
any_deprecatedні
min_days_since_publish103

Інженерна якість

Чи наявні базові інженерні практики та документація?

96Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 11 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://sbi.readthedocs.io
10/10Опис репозиторію
10/10Теми — 6 тем
10/10Wiki
Використані вхідні дані
topicssimulation-based-inference, likelihood-free-inference, bayesian-inference, parameter-estimation, pytorch, machine-learning
has_wikiтак
homepagehttps://sbi.readthedocs.io
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

80Добрий · 16% загального індексу
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 5/11 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 22 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 3 out of the last 3 releases have a total of 3 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7,5
Виключено з оцінювання (немає даних або не застосовно): branch_protection. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages32
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:sbi@0.26.1 — тим, що тягне за собою встановлення опублікованого пакета, — 32 пакетів. Досяжність не аналізується.

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.

77Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md, CLAUDE.md
15/15Машиночитана документація (llms.txt) — llms.txt наявний
40/40Читабельна історія комітів — намір зазначено у 54 з 55 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtтак
legible_history_share0,982
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes1 849
Як обчислюється оцінка
18/18Розгортання однією командою — docs/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — devcontainer, Dockerfile, lockfile
6/10Підтверджена практика роботи з агентами — 3 з останніх 100 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 44 з останніх 100 комітів — автоматичні оновлення залежностей
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesdocs/Makefile
has_devcontainerтак
has_linter_configтак
typecheck_configs
agent_commit_share0,03
toolchain_manifests
dependency_bot_commit_share0,44
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
54.5/55Керовані розміри файлів — 2/216 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes106 635
source_files_sampled216
oversized_source_files2
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalні
api_schema_files

Ключові факти

849зірок GitHub
88контриб'юторів
181комітів за останні 12 місяців
0днів від останнього пушу
38релізів
2бас-фактор
60відкритих issue
PyPIпакетних екосистем

Докладніше

Історія зірок і форків 849 ★ / 244 ⇿
849Зірки
244Форки
38Релізи

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.

02004006008001 000848243222020-032023-052026-07
Мажорні 0Мінорні 19Патчі 19

Кожна точка охоплює 6 днів.

OpenSSF Scorecard 7.5 / 10
7.5сукупно

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 · 2026-07-22 03:26 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal 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
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 5/11 approved changesets -- score normalized to 4
10Contributorsproject has 22 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
9SASTSAST tool is not run on all commits -- score normalized to 9
10Security-Policysecurity policy file detected
8Signed-Releases3 out of the last 3 releases have a total of 3 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Прямі залежності 12
РеєстрПакетОбмеження версіїМаніфест
PyPIjoblib>=1.0.0pyproject.toml
PyPImatplotlibpyproject.toml
PyPInumpypyproject.toml
PyPIpillowpyproject.toml
PyPInflows>=0.14.0pyproject.toml
PyPIscikit-learnpyproject.toml
PyPIscipypyproject.toml
PyPIskorchpyproject.toml
PyPItensorboardpyproject.toml
PyPItorch>=1.13.0pyproject.toml
PyPItqdmpyproject.toml
PyPIzuko>=1.2.0pyproject.toml
Усі залежності 261

Повний розв'язаний набір залежностей із графа залежностей GitHub: 19 прямих і 242 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIjoblibпряма
PyPIjoblib1.5.3пряма
PyPImatplotlib3.10.8пряма
PyPInflowsпряма
PyPInflows0.14пряма
PyPInumpy2.2.6пряма
PyPInumpy2.4.4пряма
PyPIpillow12.3.0пряма
PyPIscikit-learn1.7.2пряма
PyPIscikit-learn1.8.0пряма
PyPIscipy1.15.3пряма
PyPIscipy1.17.1пряма
PyPIskorch1.3.1пряма
PyPItensorboard2.20.0пряма
PyPItorchпряма
PyPItorch2.13.0пряма
PyPItqdm4.67.3пряма
PyPIzukoпряма
PyPIzuko1.6.0пряма
PyPIabsl-py2.4.0непряма
PyPIaccessible-pygments0.0.5непряма
PyPIalabaster1.0.0непряма
PyPIannotated-doc0.0.4непряма
PyPIannotated-types0.7.0непряма
PyPIanyio4.13.0непряма
PyPIappnope0.1.4непряма
PyPIargon2-cffi25.1.0непряма
PyPIargon2-cffi-bindings25.1.0непряма
PyPIarviz0.23.4непряма
PyPIasttokens3.0.1непряма
PyPIattrs26.1.0непряма
PyPIbabel2.18.0непряма
PyPIbackcall0.2.0непряма
PyPIbackoff2.2.1непряма
PyPIbeautifulsoup44.14.3непряма
PyPIbleach6.4.0непряма
PyPIcachetools6.2.6непряма
PyPIcertifi2026.2.25непряма
PyPIcffi2.0.0непряма
PyPIcfgv3.5.0непряма
PyPIcharset-normalizer3.4.7непряма
PyPIclick8.4.1непряма
PyPIcloudpickle3.1.2непряма
PyPIcolorama0.4.6непряма
PyPIcomm0.2.3непряма
PyPIcons0.4.7непряма
PyPIcontourpy1.3.2непряма
PyPIcontourpy1.3.3непряма
PyPIcoverage7.13.5непряма
PyPIcuda-bindings13.2.0непряма
PyPIcuda-pathfinder1.5.0непряма
PyPIcuda-toolkit13.0.3.0непряма
PyPIcycler0.12.1непряма
PyPIdebugpy1.8.20непряма
PyPIdecopatch1.4.10непряма
PyPIdecorator5.2.1непряма
PyPIdefusedxml0.7.1непряма
PyPIdistlib0.4.0непряма
PyPIdistro1.9.0непряма
PyPIdocutils0.21.2непряма
PyPIdocutils0.22.4непряма
PyPIeinops0.8.2непряма
PyPIetuples0.3.10непряма
PyPIexceptiongroup1.3.1непряма
PyPIexecnet2.1.2непряма
PyPIexecuting2.2.1непряма
PyPIfastjsonschema2.21.2непряма
PyPIffmpeg1.4непряма
PyPIfilelock3.25.2непряма
PyPIfonttools4.62.1непряма
PyPIfsspec2026.3.0непряма
PyPIgreenlet3.3.2непряма
PyPIgrpcio1.80.0непряма
PyPIh110.16.0непряма
PyPIh5netcdf1.8.1непряма
PyPIh5py3.16.0непряма
PyPIhf-xet1.5.1непряма
PyPIhttpcore1.0.9непряма
PyPIhttpx0.28.1непряма
PyPIhuggingface-hub1.20.1непряма
PyPIidentify2.6.18непряма
PyPIidna3.15непряма
PyPIimagesize2.0.0непряма
PyPIimportlib-metadata9.0.0непряма
PyPIiniconfig2.3.0непряма
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Сповіщення про залежності 0

Встановлення pypi:sbi@0.26.1 тягне 32 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
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          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.2.0 to 12.3.0.\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits](https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0)\n[…]\nndency-version: 12.3.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "* fixed outdated copyright statement in docs\n\n- added current copyright year at time of docs build\n\n* Codex year resolution fix.\n\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>\n\n* use sphinx %Y build in for the year\n\n---------\n\nCo-authored-by: Jan Teusen (né Boelts) <janfb@users.noreply.github.com>\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>\nCo-authored-by: Jan <jan.boelts@mailbox.org>",
          "is_bot": false,
          "headline": "docs: fixed outdated copyright statement (#1929)",
          "author_name": "Peter Steinbach",
          "author_login": "psteinb",
          "committed_at": "2026-07-13T14:17:53Z",
          "body_truncated": false,
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        {
          "oid": "57123f1c07d83ed959b30765e0745d22ac195d1f",
          "body": null,
          "is_bot": false,
          "headline": "chore: make Dependabot actions monthly and grouped (#1930)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-13T14:14:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02bb073fe72aefeb22d5c89146d38fab840ed3bc",
          "body": "Bumps [mistune](https://github.com/lepture/mistune) from 3.2.1 to 3.3.0.\n- [Release notes](https://github.com/lepture/mistune/releases)\n- [Changelog](https://github.com/lepture/mistune/blob/main/docs/changes.rst)\n- [Commits](https://github.com/lepture/mistune/compare/v3.2.1...v3.3.0)\n\n---\nupdated-de\n[…]\nune\n  dependency-version: 3.3.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump mistune from 3.2.1 to 3.3.0 (#1927)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T10:25:24Z",
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        {
          "oid": "8f99ec9280ed8b0e309accc29fef51505a7ef164",
          "body": "…1896)\n\n* fix: transform_to_unconstrained device and state_dict (#1893)\n\n- Move mcmc_transform tensor internals to target device after construction\n  (bounded branch via biject_to was CPU-only)\n- Override _apply in MixtureDensityEstimator so _prior_transform follows\n  model.to(), .cuda(), .mps() dev\n[…]\n trim docstring in _apply_to_transform\n\n* Update .gitignore\n\n* docs: add concise docstring to _apply_to_transform\n\n* fix: address review - dead changed block, _transform_tensors helper, CPU dtype test",
          "is_bot": false,
          "headline": "fix: transform_to_unconstrained device mdn device handling (#1893) (#…",
          "author_name": "chandra",
          "author_login": "BHARATH0153",
          "committed_at": "2026-07-07T12:37:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a9a1d65fc3b527af3e38ffc5053b15b3b0fdebd5",
          "body": "Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 4.1.0 to 4.2.0.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5...bb05f3f5519dd8\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-buildx-action from 4.1.0 to 4.2.0 (#1915)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T15:01:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "69be10e1e5dc55b32c3dbae4ed728f9d273f58c6",
          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 4.1.0 to 4.2.0.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/06116385d9baf250c9f4dcb4858b16962ea869c3...96fe6ef7f33517b61c61be\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-qemu-action from 4.1.0 to 4.2.0 (#1916)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-04T06:04:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f45f60368ed26fa5bbbf3172923e1cef8d72dd05",
          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 4.2.0 to 4.3.0.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/650006c6eb7dba73a995cc03b0b2d7f5ca915bee...c99871dec2022cc055c062a10cc1a1310835ceb4)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/login-action from 4.2.0 to 4.3.0 (#1917)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-04T06:04:27Z",
          "body_truncated": true,
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        },
        {
          "oid": "19d9b6172c38fa2f6c408a2824883a0c18a4b902",
          "body": "… (#1918)\n\nBumps [actions/attest-build-provenance](https://github.com/actions/attest-build-provenance) from 4.1.0 to 4.1.1.\n- [Release notes](https://github.com/actions/attest-build-provenance/releases)\n- [Changelog](https://github.com/actions/attest-build-provenance/blob/main/RELEASE.md)\n- [Commits\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/attest-build-provenance from 4.1.0 to 4.1.1…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-04T06:03:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "23d4a9e22f87d8c0154623eb55094495ae16ecfa",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.2.0 to 7.3.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/f9f3042f7e2789586610d6e8b85c8f03e5195baf...53b7df96c91f9c12dcc8a0\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/build-push-action from 7.2.0 to 7.3.0 (#1919)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-04T06:03:15Z",
          "body_truncated": true,
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        {
          "oid": "1a66705cc6d018e5d6ae9df88b0c7a99a59be09e",
          "body": null,
          "is_bot": false,
          "headline": "fix: make Vf tests deterministic and order-independent (#1913)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-01T18:56:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "125959de0a650997e85e1571589ed517ad7d888b",
          "body": null,
          "is_bot": false,
          "headline": "fix: ensure .test_durations ends with a trailing newline (#1914)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-01T18:38:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a2600075e8457c89cb6536a09ccec4c7c42e9e0",
          "body": null,
          "is_bot": true,
          "headline": "chore: refresh .test_durations (#1911)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-01T16:58:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a275a5801c4e2ecffacc89e9d05c4d0b9e058717",
          "body": "… (#1910)\n\nCD ran one job per Python version (full suite, ~120min each). Shard each\nversion across 4 workers with pytest-split (--splits/--group, balanced by\nthe committed .test_durations). 4 versions x 4 splits = 16 parallel jobs,\ncutting wall-clock toward ~3-4x (floored by the slowest single test,\n[…]\ns .test_durations from a full unsharded run with --store-durations\nand opens a PR. main requires review, so a PR is the right mechanism; a full\nunsharded run avoids the lossy per-shard duration merge.",
          "is_bot": false,
          "headline": "perf(ci): shard CD across workers; add monthly test-durations refresh…",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-01T13:26:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c30b3aa3c1df68838eac9c3580b30d615e6ccea9",
          "body": "…ak (#1909)\n\npymc <5.28.1 declares an unbounded arviz dependency; on Python >=3.12\n(where arviz 1.x is installable) the resolver could pair an old pymc with\narviz 1.x, which breaks 'import pymc'. Floor pymc at the release that caps\narviz (>=5.28.1); pymc 6.x, which supports arviz 1.x, also satisfies\n[…]\nsion-specific\ndependency breakage is caught on PRs (not only post-merge in cd.yml), and\nraise the test split to 6 to keep per-run wall-clock low across both without\noverloading the shared runner pool.",
          "is_bot": false,
          "headline": "chore: require pymc>=5.28.1 on py>=3.12 to avoid arviz-1.x import bre…",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-01T11:32:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5f227ac55e6d39bdbb2cdf5df966ae19dca9958a",
          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.2 to 9.0.3.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.2...9.0.3)\n\n---\nupdated-\n[…]\nendency-version: 9.0.3\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pytest from 9.0.2 to 9.0.3 (#1906)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T10:07:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "961f0f01400172b56c0209b4249e085e811a249a",
          "body": "Bumps [ipython](https://github.com/ipython/ipython) from 8.9.0 to 8.10.0.\n- [Release notes](https://github.com/ipython/ipython/releases)\n- [Commits](https://github.com/ipython/ipython/compare/8.9.0...8.10.0)\n\n---\nupdated-dependencies:\n- dependency-name: ipython\n  dependency-version: 8.10.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump ipython from 8.9.0 to 8.10.0 (#1905)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T10:07:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b454e519303ca4afc74ee9640304f1afa40cca7d",
          "body": "Bumps [nbconvert](https://github.com/jupyter/nbconvert) from 7.17.0 to 7.17.1.\n- [Release notes](https://github.com/jupyter/nbconvert/releases)\n- [Changelog](https://github.com/jupyter/nbconvert/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/jupyter/nbconvert/compare/v7.17.0...v7.17.1)\n\n---\n\n[…]\nndency-version: 7.17.1\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump nbconvert from 7.17.0 to 7.17.1 (#1903)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:34:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "831e04a159b2eaf2c43c4b4d4f6f565e51ce934c",
          "body": "Bumps [mistune](https://github.com/lepture/mistune) from 3.2.0 to 3.2.1.\n- [Release notes](https://github.com/lepture/mistune/releases)\n- [Changelog](https://github.com/lepture/mistune/blob/main/docs/changes.rst)\n- [Commits](https://github.com/lepture/mistune/compare/v3.2.0...v3.2.1)\n\n---\nupdated-de\n[…]\nune\n  dependency-version: 3.2.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump mistune from 3.2.0 to 3.2.1 (#1902)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:33:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5a53ba1aad991cc18467b5aa8a1752e70c133c3a",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.3 to 2.7.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.6.3...2.7.0)\n\n---\nupdated-dependenc\n[…]\nib3\n  dependency-version: 2.7.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump urllib3 from 2.6.3 to 2.7.0 (#1901)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:33:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4e9fc229c0e4a3e87e3ff4b44944dd8687878371",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump idna from 3.11 to 3.15 (#1900)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:32:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca63fcbb91c7c4146a37692bea4701c24c3698a5",
          "body": "Bumps [tornado](https://github.com/tornadoweb/tornado) from 6.5.5 to 6.5.7.\n- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst)\n- [Commits](https://github.com/tornadoweb/tornado/compare/v6.5.5...v6.5.7)\n\n---\nupdated-dependencies:\n- dependency-name: tornado\n  dependency-version: 6.5.7\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump tornado from 6.5.5 to 6.5.7 (#1899)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:36:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad389c8ba151c9404e773faa904171e148a99bff",
          "body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.0.0 to 1.3.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.0.0...1.3.1)\n\n---\nu\n[…]\ntte\n  dependency-version: 1.3.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump starlette from 1.0.0 to 1.3.1 (#1898)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:35:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "036540c6b12381ddba91c9a47221fcbb5b150b59",
          "body": "Bumps [bleach](https://github.com/mozilla/bleach) from 6.3.0 to 6.4.0.\n- [Changelog](https://github.com/mozilla/bleach/blob/main/CHANGES)\n- [Commits](https://github.com/mozilla/bleach/compare/v6.3.0...v6.4.0)\n\n---\nupdated-dependencies:\n- dependency-name: bleach\n  dependency-version: 6.4.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump bleach from 6.3.0 to 6.4.0 (#1897)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:34:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca1e239546c41bcd36fca4aca917f638d237a440",
          "body": "…port errors (#1894)\n\n* fix: surface real cause when pymc/pyro MCMC import fails\n\nThe import guards re-raised a generic \"install sbi[pymc]/sbi[pyro]\"\nmessage with `from None`, which hid the actual error. Chain the original exception with `from e` and clarify the message.\n\n* build: commit uv.lock and\n[…]\n\nThe committed lock pins deps, so add a weekly non-blocking workflow that\nresolves the newest deps and opens/updates a tracking issue on failure,\nplus a monthly job that opens a PR refreshing uv.lock.",
          "is_bot": false,
          "headline": "chore: make CI reproducible via committed uv.lock and clarify pymc im…",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-06-29T08:33:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dbf432b9bfaf50d0803f508d51467ba27b29b3dc",
          "body": "* feat(mdn): implement transform_to_unconstrained z-scoring for MDN\n\n- Add prior_transform parameter to MixtureDensityEstimator\n- Implement log_prob Jacobian correction and sample inverse transform\n- Wire transform_to_unconstrained in build_mdn via mcmc_transform\n- Fix double-sum bug in _log_det_jac\n[…]\nfix import grouping\n\n* fix: gate analytic NPE consumers on has_affine_z_score, fix npe_a_posterior caller\n\n* fix: use getattr guards per mentor review\n\n* restore inline comments in log_prob per review",
          "is_bot": false,
          "headline": "feat: implement transform_to_unconstrained z-scoring for MDN (#1888)",
          "author_name": "chandra",
          "author_login": "BHARATH0153",
          "committed_at": "2026-06-26T09:46:16Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
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          "headline": "build(deps): bump actions/setup-python from 6.2.0 to 6.3.0 (#1892)",
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          "oid": "9748f8cb61ce196d3d2eea68c58f18cc62028f7c",
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          "headline": "build(deps): bump actions/cache from 5.0.5 to 6.0.0 (#1891)",
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          "headline": "fix: raise on unsupported unconstrained space transform (#1886)",
          "author_name": "Jan Teusen (né Boelts)",
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        {
          "oid": "a5da86c53db53317a4a828ab36dc4bd6f2e0b39f",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.3 to 7.0.0.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/df4cb1c069e1874edd31b43\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6.0.3 to 7.0.0 (#1887)",
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          "is_bot": false,
          "headline": "fix: extend batched simulator detection, fixing #1878 (#1879)",
          "author_name": "PC-DOS",
          "author_login": "PC-DOS",
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          "body": "…4.0 (#1881)\n\nBumps [sigstore/gh-action-sigstore-python](https://github.com/sigstore/gh-action-sigstore-python) from 3.3.0 to 3.4.0.\n- [Release notes](https://github.com/sigstore/gh-action-sigstore-python/releases)\n- [Changelog](https://github.com/sigstore/gh-action-sigstore-python/blob/main/CHANGEL\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump sigstore/gh-action-sigstore-python from 3.3.0 to 3.…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T09:09:50Z",
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        {
          "oid": "2ece7d9589c8086799bfb62010f6c72a29519fab",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6.0.1 to 7.0.0.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/c\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump codecov/codecov-action from 6.0.1 to 7.0.0 (#1880)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T09:09:22Z",
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        {
          "oid": "e162a69b43608f9def36f1ceebb8b77baae247b0",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.2 to 6.0.3.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/de0fac2e4500dabe0009e67\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6.0.2 to 6.0.3 (#1874)",
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          "oid": "dea85f6946d199d7529201d1135f40951847075f",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.1.0 to 8.2.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/08807647e7069bb48b6ef5acd8ec9567f424441b...fac544c07dec837d0ccb6301d7b5580bf5edae39)\n\n---\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump astral-sh/setup-uv from 8.1.0 to 8.2.0 (#1875)",
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          "committed_at": "2026-06-08T11:17:33Z",
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          "body": "Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd...d7f5e7f509e45c\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-buildx-action from 4.0.0 to 4.1.0 (#1871)",
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          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/ce360397dd3f832beb865e1373c09c0e9f86d70a...06116385d9baf250c9f4dc\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-qemu-action from 4.0.0 to 4.1.0 (#1870)",
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          "oid": "26fe6d5bfe534cea2a82b187993b27b80fea796b",
          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 4.1.0 to 4.2.0.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/4907a6ddec9925e35a0a9e82d7399ccc52663121...650006c6eb7dba73a995cc03b0b2d7f5ca915bee)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/login-action from 4.1.0 to 4.2.0 (#1869)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-29T10:03:01Z",
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        {
          "oid": "f8037af8709fc2d6a2c6a4623add22a076e6546f",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6.0.0 to 6.0.1.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/c\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump codecov/codecov-action from 6.0.0 to 6.0.1 (#1866)",
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          "committed_at": "2026-05-22T05:20:12Z",
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        {
          "oid": "601716b8019370ff3ca482a8d5919a2d8eef4beb",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.1.0 to 7.2.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/bcafcacb16a39f128d818304e6c9c0c18556b85f...f9f3042f7e2789586610d6\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/build-push-action from 7.1.0 to 7.2.0 (#1867)",
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          "committed_at": "2026-05-22T05:19:43Z",
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          "body": "* tests: add seed to lc2st session fixtures\n\n* ruff",
          "is_bot": false,
          "headline": "tests: add seed to lc2st session fixtures (#1864)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-05-21T08:41:19Z",
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        {
          "oid": "38f43cab0f1b16801ea63c4c97a45ebe804396e4",
          "body": "* tests: add seed to lc2st session fixtures\n\n* ruff\n\n* fix: typo in inverse transform, fix usage",
          "is_bot": false,
          "headline": "fix: nflows inverse transform and retarget lc2st (#1865)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-05-21T08:40:11Z",
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          "body": "* Improve plot_summary with overlay support, colors, labels, grid, and title (#1733)\n\n* refactor: variable naming, simplify, legend handling\n\n* refactor: rename to trainer, add warnings\n\n* review comments, axes fix.\n\n* feedback: raise wrong length errors collectively, add test\n\n---------\n\nCo-authored-by: Abraham-y <ayeung1616@gmail.com>",
          "is_bot": false,
          "headline": "feat: improve plot summary arguments (#1861)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
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          "headline": "Add NPE-PFN (#1778)",
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          "is_bot": false,
          "headline": "fix: process_device dropping CUDA device index (#1860)",
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          "author_login": "patelshivani2283-lab",
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          "is_bot": false,
          "headline": "refactor: LC2ST module refactoring with states (#1727)",
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        {
          "oid": "8facb7475c6d7e6c3118b29d0efb4d254b6c8080",
          "body": "…cross all methods (#1839)\n\n* Enhance parameterized tests for various sampling methods\n\n* remove prior validation for rejection sampling in PosteriorEstimatorTrainer\n\n* Remove xfail test for rejection sampling",
          "is_bot": false,
          "headline": "fix: remove NPE rejection prior guard, extend tests for sample_with a…",
          "author_name": "Sudarshan Bhattarai",
          "author_login": "Dev-Sudarshan",
          "committed_at": "2026-04-18T20:32:59Z",
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        {
          "oid": "c18a58560e10d01a3bed783436a713a0782f21fe",
          "body": "Also correct some spelling in that and the Hodgkin-Huxley example.",
          "is_bot": false,
          "headline": "docs: Add note on posterior modes in \"Getting Started\" (#1847)",
          "author_name": "Nicholas Junge",
          "author_login": "nicholasjng",
          "committed_at": "2026-04-18T19:39:40Z",
          "body_truncated": false,
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        {
          "oid": "173cb7c477418c8fbba1af3b0f5b18872ee51973",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.0.0 to 7.1.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/d08e5c354a6adb9ed34480a06d141179aa583294...bcafcacb16a39f128d8183\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/build-push-action from 7.0.0 to 7.1.0 (#1854)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:32:00Z",
          "body_truncated": true,
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        {
          "oid": "c46b2248cc771174bee2213e785cffb9e090d555",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 7.0.0 to 7.0.1.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/bbbca2ddaa5d8feaa63e36b76fdaad77386f024f...043fb46d1a93c77aae656e7c1c\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/upload-artifact from 7.0.0 to 7.0.1 (#1855)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:31:36Z",
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        {
          "oid": "79d772d5b144e66971a7cd2bbc6d9763128c4f5c",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 5.0.4 to 5.0.5.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/668228422ae6a00e4ad889ee87cd7109ec5666a\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/cache from 5.0.4 to 5.0.5 (#1856)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:31:12Z",
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        },
        {
          "oid": "6a3b1a223b439428d305d3f066f03fcabde033b4",
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          "is_bot": true,
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          "headline": "build(deps): bump pypa/gh-action-pypi-publish from 1.13.0 to 1.14.0 (…",
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          "headline": "build(deps): bump actions/checkout from 4.3.1 to 6.0.2 (#1846)",
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          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5.6.0 to 6.2.0.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/a26af69be951a213d495a4c3e4e4022e16d87065...a309ff8b426b58ec0e2a45f0f869d46889d024\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump actions/setup-python from 5.6.0 to 6.2.0 (#1844)",
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          "headline": "build(deps): bump actions/download-artifact from 4.3.0 to 8.0.1 (#1843)",
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          "oid": "bd3b2da49f1c8aee87fbdc5415aad8cf28aba1d7",
          "body": "…3.0 (#1842)\n\nBumps [sigstore/gh-action-sigstore-python](https://github.com/sigstore/gh-action-sigstore-python) from 3.0.0 to 3.3.0.\n- [Release notes](https://github.com/sigstore/gh-action-sigstore-python/releases)\n- [Changelog](https://github.com/sigstore/gh-action-sigstore-python/blob/main/CHANGEL\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump sigstore/gh-action-sigstore-python from 3.0.0 to 3.…",
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          "headline": "chore: prepare 0.26.1 (#1840)",
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          "headline": "Revise SECURITY.md for supported versions and reporting",
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          "headline": "chore: prepare release; gpu test fixes (#1718)",
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          "is_bot": false,
          "headline": "Support shape broadcasting and condition sample_dim in density estima…",
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          "is_bot": false,
          "headline": "Re-enable time-dependent z-scoring for Flow Matching (#1752)",
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          "headline": "test: refactor embedding net test with shared helper (#1794)",
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          "body": "…ltions was executed, see #1793 (#1803)\n\n* fix: Check instance of prior so ValueError is rise after .append_simultions was executed, see #1793\n\n* fix: error handling depends now on 'sample_with', fixing issue #1793\n\n* test: testing new '_resolve_prior' in base.py for NPE\n\n---------\n\nCo-authored-by: Johannes Schmidt <schmidt@ins.uni-bonn.de>",
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          "headline": "docs: add type hints and standardize docstrings in torchutils (#1815)",
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                "params": {
                  "components": [
                    "branch_protection"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 5/11 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 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 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 9",
                "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": "3 out of the last 3 releases have a total of 3 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "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": "3 existing vulnerabilities detected",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:sbi@0.26.1 runtime dependency closure — what installing the published package pulls in — 32 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:sbi@0.26.1",
                  "assessed": 32
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 32,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 32,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 7
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 77,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.982,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 1849
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "54 of 55 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 54,
                      "sampled": 55
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.03,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.44
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/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": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 100 commits agent-authored or agent-credited",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "44 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 44,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 106635,
              "source_files_sampled": 216,
              "oversized_source_files": 2
            },
            "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": "2/216 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 216,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T03:27:20.586468Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/sbi-dev/sbi.svg",
  "full_name": "sbi-dev/sbi",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 статистикаPyPI.