Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-23 01:59 UTC

SciML / DiffEqFlux.jl

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

JuliaMIT★ 919 зірок⑂ 161 форкз груд. 2018 р.Переглянути на GitHub ↗

SciML/DiffEqFlux.jl має індекс здоров’я 35 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — Vitality (83/100), найнижчий — Security (32/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

35
загалом / 100
У зоні ризику

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.

35
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.

Політика юрисдикцій високого ризику застосовує множник 50% до зваженого загального індексу здоров’я і встановлює для нього межу «У зоні ризику» на рівні 49.

Власність

1 855 підписників218 публічних репозиторіївз серп. 2016 р.

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

Метрики за категоріями

Життєздатність

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

83Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
18.7/36Ритм комітів — 27/52 тижнів із комітами
18/18Обсяг комітів — 108 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 29 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year108
human_commit_share0,92
days_since_last_push0
active_weeks_last_year27
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 28 дн. тому
12.6/27Ритм релізів — реліз кожні ~121,4 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagv4.8.0
releases_from_tagsні
days_since_latest_release28
mean_days_between_releases121,4
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?

82Добрий · 18% загального індексу
Як обчислюється оцінка
48.1/60Зірки — 919 зірок
18.4/25Форки — 161 форків
7.7/15Спостерігачі — 25 спостерігачів
Використані вхідні дані
forks161
stars919
watchers25
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак

Сталість та врядування

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

65Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
7.4/22.5Розподіл комітів — головний контриб’ютор — автор 67% комітів
13.5/13.5Широта контриб’юторів — 74 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 72 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled74
top_contributor_share0,672
Як обчислюється оцінка
41.2/46.8Вирішення issue — закрито 88% issue
29.8/38.3Прийняття PR — злито 473/608 вирішених PR
10.5/15OpenSSF Scorecard: Code-Review — Found 14/19 approved changesets -- score normalized to 7
Використані вхідні дані
merged_prs473
open_issues49
closed_issues365
issue_closed_ratio0,882
closed_unmerged_prs135
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
23.5/25Охоплення власника — 1 855 підписників у SciML
25/25Послужний список — 218 публічних репозиторіїв, вік облікового запису ~9 р.
Використані вхідні дані
followers1 855
owner_typeOrganization
is_verified
owner_loginSciML
public_repos218
account_age_days3 618

Інженерна якість

Чи наявні базові інженерні практики та документація?

81Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 9 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://docs.sciml.ai/DiffEqFlux/stable
10/10Опис репозиторію
10/10Теми — 20 тем
10/10Wiki
Використані вхідні дані
topicsneural-ode, neural-sde, neural-pde, neural-dde, neural-differential-equations, stiff-ode, ordinary-differential-equations, stochastic-differential-equations, delay-differential-equations, partial-differential-equations, neural-networks, differentialequations, differential-equations, scientific-ml, scientific-ai, neural-jump-diffusions, neural-sdes, scientific-machine-learning, pinn, physics-informed-learning
has_wikiтак
homepagehttps://docs.sciml.ai/DiffEqFlux/stable
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

32У зоні ризику · 16% загального індексу

Стан безпеки

32У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 20 out of 20 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
5.2/7.5Code-Review — Found 14/19 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 72 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 — 29 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,5
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier32
security_posture_before_jurisdiction65
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано. Політика юрисдикцій високого ризику застосовує множник 50% і встановлює для стану безпеки межу «У зоні ризику» на рівні 49.

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.

34У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 78 з 92 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,848
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
0/10Відтворюване середовище
10/10Підтверджена практика роботи з агентами — 33 з останніх 100 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 8 з останніх 100 комітів — автоматичні оновлення залежностей
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileні
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0,33
toolchain_manifests
dependency_bot_commit_share0,08
Як обчислюється оцінка
0/45Типізований код — Julia без конфігурації перевірки типів
0/55Керовані розміри файлів — файлів вихідного коду не виявлено
Використані вхідні дані
primary_languageJulia
largest_source_bytes
source_files_sampled0
oversized_source_files0
Виключено з оцінювання (немає даних або не застосовно): Керовані розміри файлів. Залишкові ваги перенормовано.
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files

Ключові факти

919зірок GitHub
74контриб'юторів
108комітів за останні 12 місяців
0днів від останнього пушу
100релізів
1бас-фактор
49відкритих issue
пакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Докладніше

Історія зірок і форків 0 ★ / 161 ⇿
0Зірки
161Форки
98Релізи

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.

0408012016015852019-012022-092026-06
Мажорні 3Мінорні 64Патчі 31

Кожна точка охоплює 7 днів.

OpenSSF Scorecard 6.5 / 10
6.5сукупно

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 · 2026-07-23 01:58 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 14/19 approved changesets -- score normalized to 7
10Contributorsproject has 72 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained29 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Усі залежності 0

Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 0 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Сповіщення про залежності не оцінено

Звірка сповіщень не відбулася для цього звіту: No resolved dependencies to assess

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "neural-ode",
        "neural-sde",
        "neural-pde",
        "neural-dde",
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        "stiff-ode",
        "ordinary-differential-equations",
        "stochastic-differential-equations",
        "delay-differential-equations",
        "partial-differential-equations",
        "neural-networks",
        "differentialequations",
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        "neural-sdes",
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      "size_kb": 232174,
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      "owner_type": "Organization",
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      "name": "SciML Open Source Scientific Machine Learning",
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    "activity": {
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          "tag": "v3.5.0",
          "kind": "minor",
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          "tag": "v3.3.0",
          "kind": "minor",
          "published_at": "2023-12-25T12:31:21Z"
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          "tag": "v3.1.0",
          "kind": "minor",
          "published_at": "2023-12-11T03:53:58Z"
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          "tag": "v3.0.0",
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          "kind": "minor",
          "published_at": "2023-08-13T02:24:46Z"
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          "kind": "minor",
          "published_at": "2023-06-28T13:39:12Z"
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        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2023-04-19T08:33:21Z"
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          "tag": "v1.53.0",
          "kind": "minor",
          "published_at": "2022-12-11T09:13:16Z"
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          "tag": "v1.52.0",
          "kind": "minor",
          "published_at": "2022-07-27T03:12:07Z"
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        {
          "tag": "v1.51.2",
          "kind": "patch",
          "published_at": "2022-06-30T23:01:27Z"
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        {
          "tag": "v1.51.1",
          "kind": "patch",
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          "tag": "v1.51.0",
          "kind": "minor",
          "published_at": "2022-06-25T14:32:16Z"
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          "tag": "v1.50.0",
          "kind": "minor",
          "published_at": "2022-06-21T11:29:52Z"
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        {
          "tag": "v1.49.1",
          "kind": "patch",
          "published_at": "2022-06-17T02:41:06Z"
        },
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          "tag": "v1.49.0",
          "kind": "minor",
          "published_at": "2022-06-08T21:02:47Z"
        },
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          "is_bot": false,
          "headline": "Canonical CI: grouped-tests.yml + root test/test_groups.toml (#1029)",
          "author_name": "Chris Rackauckas - Beep Boop Edition",
          "author_login": "ChrisRackauckas-Claude",
          "committed_at": "2026-06-08T15:15:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3967f255865798e8b25556418bfce26d9edf0bad",
          "body": "…ounds (#1025)\n\n* ci(downgrade): re-enable downgrade CI (group matrix) with corrected [compat] floors\n\nRe-enable the disabled downgrade workflow as a group matrix mirroring\nTests.yml (Layers, BasicNeuralDE, AdvancedNeuralDE, Newton, QA) so it\nactually runs tests (an unset GROUP runs none). allow-rer\n[…]\nude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: ChrisRackauckas-Claude <accounts@chrisrackauckas.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Re-enable downgrade CI (group matrix) with corrected [compat] lower b…",
          "author_name": "Chris Rackauckas - Beep Boop Edition",
          "author_login": "ChrisRackauckas-Claude",
          "committed_at": "2026-06-07T19:16:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "43c5e2b6fa8e4ee0ebb1f24b3a264cdecb19239d",
          "body": "…erge, docs-preview-cleanup) (#1026)\n\nCo-authored-by: ChrisRackauckas-Claude <noreply@anthropic.com>\nCo-authored-by: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "ci: add standard centralized workflows (auto-format, dependabot-autom…",
          "author_name": "Chris Rackauckas - Beep Boop Edition",
          "author_login": "ChrisRackauckas-Claude",
          "committed_at": "2026-06-07T10:29:56Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "73b170ee637ee5e64d2685076f864664a2ecc172",
          "body": "…alized-workflows\n\nMigrate CI to centralized SciML/.github reusable workflows",
          "is_bot": false,
          "headline": "Merge pull request #1024 from ChrisRackauckas-Claude/migrate-to-centr…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-06-02T16:50:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4770be4a2cb9792a6a7cf5e7f529976f96b0d1a5",
          "body": "Convert Tests (CI.yml), Downgrade, Runic format check (FormatCheck.yml),\nand SpellCheck to the centralized SciML/.github reusable workflows pinned\nat @v1. Preserve the existing test version x group matrix exactly and keep\nthe Downgrade job disabled (if: false) as before. Remove the crate-ci/typos\nde\n[…]\nosted CUDA tests + docs deploy) and\nTagBot.yml are left unchanged.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Migrate CI to centralized SciML/.github reusable workflows",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-06-02T16:47:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a635e563dd1e295d9acc9f7bad7f7521f32d1d7e",
          "body": null,
          "is_bot": false,
          "headline": "Remove enable-beta-ecosystems flag (Julia no longer beta in Dependabot)",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-05-30T08:48:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9060db525d691cfda85878dd79a76e6235b0af38",
          "body": null,
          "is_bot": false,
          "headline": "Update Project.toml",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-05-10T19:50:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86ab79e8ad154baaf8522ed2b42a76e923230de0",
          "body": "…esolver\n\nBump SciMLSensitivity lower bound to 7.102 to fix RAT resolver",
          "is_bot": false,
          "headline": "Merge pull request #1023 from ChrisRackauckas-Claude/fix-master-rat-r…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-05-10T19:50:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "229103dec935b8284a7c904bf50d16423a3097e3",
          "body": "Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Import DImplicitEuler from OrdinaryDiffEqBDF",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-05-10T15:17:49Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "eb6b1df28778ae80ffbbff196631d4cda34ec1f8",
          "body": "Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Add OrdinaryDiffEqBDF for DFBDF solver in DAE tests",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-05-10T14:38:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "714c3f2d850ce6e07a199eb833ca219ef50ce010",
          "body": "…e-exported\n\nOrdinaryDiffEq v7 slimmed its top-level namespace and no longer re-exports\nKenCarp4, ROCK4, ROCK2, Rodas5, or RadauIIA5. Tests using these solvers\nmust import them from their respective submodule packages.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Add explicit OrdinaryDiffEq submodule imports for solvers no longer r…",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-05-10T14:03:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "395e70b71ea7b640db976142279902d53b2255c6",
          "body": "… resolver\n\nThe April 27 master CI failure was an Unsatisfiable requirements error on\nRecursiveArrayTools: SciMLBase 3.x requires RAT v4, but the resolver was\nfree to pick older SciMLSensitivity versions that pin RAT to v3 only,\nproducing a contradiction. Registry catch-up has since unblocked this\nl\n[…]\niveArrayTools = \"3.27.2 - 4\"` — makes\nthe constraint statically satisfiable and prevents future resolver\nregressions of the same shape.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Bump SciMLSensitivity lower bound to 7.102 to fix RecursiveArrayTools…",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-05-10T13:08:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8ba0ad4972b4dff9cae4d1a31c3ff11a244c603e",
          "body": null,
          "is_bot": false,
          "headline": "Bump version from 4.6.0 to 4.7.0",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-04-27T14:28:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08bf39eee49558bb5c03f29a1c88681e5adfc0f2",
          "body": "…feq-v7-ecosystem\n\nBump compat for OrdinaryDiffEq v7 / SciMLBase v3 ecosystem",
          "is_bot": false,
          "headline": "Merge pull request #1022 from ChrisRackauckas-Claude/bump-ordinarydif…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-04-27T14:28:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e90ff8a43306dbaeea8d9e296e1146b9d09f53ff",
          "body": "The prior compat-bump commit widened OrdinaryDiffEq, StochasticDiffEq, and\nSciMLBase but left `Optimization = \"4\"`, preventing the Optimization v5.x\nsibling from being resolved. Widen to `\"4, 5\"` to close the gap.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Widen Optimization compat to allow v5",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-04-27T01:51:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c729cc04ed5997f6920f44babd043867f76db61c",
          "body": "Allow DelayDiffEq v6, OrdinaryDiffEq v7, and StochasticDiffEq v7 in compat\nentries across Project.toml and docs/Project.toml, in preparation for the\ncascade of major bumps from OrdinaryDiffEq.jl PRs #3562 and #3565.\n\nNo source or test changes required — no breaking API patterns (verbose=Bool,\ndestat\n[…]\non, chunk_size/standardtag/diff_type,\nautodiff=Bool, u_modified!, concrete_solve, QuadratureProblem, etc.) were\nfound in this codebase.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Bump compat for OrdinaryDiffEq v7 / SciMLBase v3 ecosystem",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-04-26T22:23:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "17b73a97ca6ea8c1e9dc80bb0a4616889a5e9e6e",
          "body": "…ctions/setup-julia-3\n\nchore(deps): bump julia-actions/setup-julia from 2 to 3",
          "is_bot": false,
          "headline": "Merge pull request #1021 from SciML/dependabot/github_actions/julia-a…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-04-20T06:42:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f109a028080ca86e9d266acee79eac5d1b0c758f",
          "body": "Bumps [julia-actions/setup-julia](https://github.com/julia-actions/setup-julia) from 2 to 3.\n- [Release notes](https://github.com/julia-actions/setup-julia/releases)\n- [Commits](https://github.com/julia-actions/setup-julia/compare/v2...v3)\n\n---\nupdated-dependencies:\n- dependency-name: julia-actions/setup-julia\n  dependency-version: '3'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump julia-actions/setup-julia from 2 to 3",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-20T06:42:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8aebba1a5186b6be16530c12bdbaca2d3f145159",
          "body": "…-v6-bump\n\nBump SciMLBase to 3.1 and CUDA to 6.0 with v3 ensemble API fix",
          "is_bot": false,
          "headline": "Merge pull request #1020 from ChrisRackauckas-Claude/cr/sciml-v3-cuda…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-04-13T12:54:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11d97f0a79bf3b7f857676b379b809f5c97d7876",
          "body": "Supersedes #1019. Adopts SciMLBase v3's ensemble API in\n`multiple_shoot`: `prob_func` takes an `EnsembleContext` (use\n`ctx.sim_id` in place of `i`), and `EnsembleProblem`'s positional\nconstructor is replaced by keyword-only arguments.\n\nDrops v2 compat since the ensemble API change is breaking. CUDA \n[…]\nhanges — the repo only uses `CUDA.allowscalar` and\n`CUDA.functional`, not any of the submodules that were split into\nseparate packages.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Bump SciMLBase to 3.1 and CUDA to 6.0",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-04-13T07:02:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "97aa9b4bff8f8d2f0d6982d5096d192ffe048ede",
          "body": "…/codecov-action-6\n\nchore(deps): bump codecov/codecov-action from 5 to 6",
          "is_bot": false,
          "headline": "Merge pull request #1015 from SciML/dependabot/github_actions/codecov…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-30T08:59:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "435e582af79eecc6097d60ff19c7d508d23d515b",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 5 to 6.\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/compare/v\n[…]\npendency-name: codecov/codecov-action\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump codecov/codecov-action from 5 to 6",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-30T06:29:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fad9f71a23e780665217169663085a8cc721f4aa",
          "body": "…-workarounds\n\nRemove V100 CUDA compatibility workarounds",
          "is_bot": false,
          "headline": "Merge pull request #1014 from ChrisRackauckas-Claude/remove-v100-cuda…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-23T12:16:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b583389ddab6971b4f608717b54eb3c7af7731be",
          "body": "demeter4's driver has been downgraded to CUDA 12.9, so the\nLocalPreferences.toml pinning CUDA runtime to 12.6 and the\nCUDA_Driver_jll/CUDA_Runtime_jll dependency additions are no\nlonger needed.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Remove V100 CUDA compatibility workarounds",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-23T11:52:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0ce9a18286b2be029ce54c49c91fc525f8c51b60",
          "body": "…mpat\n\nFix CUDA V100 compatibility for demeter4 runners",
          "is_bot": false,
          "headline": "Merge pull request #1013 from ChrisRackauckas-Claude/fix-cuda-v100-co…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-23T05:32:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "021960df30260bd1ffa850519ecaa3d6f75d7e94",
          "body": "cuDNN 9.11+ dropped SM 7.0 (V100) support. Rather than using a slow T4\nrunner, this removes LuxCUDA from the docs environment so cuDNN is never\nloaded. Without cuDNN, NNlib uses native CUDA kernels for convolutions\nand activations, which work fine on V100.\n\nChanges:\n- Remove LuxCUDA from docs/Projec\n[…]\nr FFJORD examples)\n- Keep LBFGS maxiters=100 (V100 is fast enough)\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Run docs on V100: remove LuxCUDA to prevent cuDNN loading",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-22T18:56:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d0f1ea7771d596eb1cea6b98df421f259095e8db",
          "body": "AutoForwardDiff scales O(n) with parameter count for gradient computation\nthrough ODE solvers, making each LBFGS iteration take ~9 minutes on T4.\nAutoZygote (reverse-mode) is O(1) and is the standard approach for neural\nODE optimization. This also matches the AutoZygote already used internally\nby th\n[…]\nthe\nForwardDiff slowness) and reverts docs timeout to 360 minutes.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Switch FFJORD examples from AutoForwardDiff to AutoZygote",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-22T12:52:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d395aef6059d382e85a847d20bbc4fbf3994b7d9",
          "body": "The FFJORD normalizing flows examples use AutoForwardDiff through an\nODE solver, making each LBFGS iteration take ~6 minutes. Even with\nmaxiters=20, the full docs build takes ~6h on T4. Bumping the timeout\nfrom 360 to 480 minutes provides a comfortable margin.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Increase docs timeout to 480 minutes for FFJORD example builds",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-22T04:40:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d191c16137fa0d7c5a844005f6c384d09f90ccec",
          "body": "Each LBFGS iteration computes gradients through the ODE solver, taking\n~1 minute per iteration. With maxiters=100, the LBFGS alone took ~2h\nper block. Reducing to maxiters=20 keeps the demonstration meaningful\nwhile cutting each LBFGS phase to ~20 minutes, allowing the full docs\nbuild to complete within the 6-hour timeout.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Reduce FFJORD LBFGS maxiters to 20 to fit docs build within timeout",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-21T22:34:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "12f47af3b37693660efee2ae963ec75ff3a4836a",
          "body": "…e compilation\n\nChange step-by-step @example cnf2 blocks to @example cnf so they share\nthe same Documenter sandbox as the copy-pasteable section. Both sections\nstill execute real code, but the step-by-step blocks reuse the already-\ncompiled packages from the first block, saving ~2 hours of compilati\n[…]\nunners and keeping the total docs build within the 6-hour timeout.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Share Documenter sandbox between FFJORD example blocks to avoid doubl…",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-21T16:33:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "15a0abfce337e56a0ad04e655ad7e4ea61858773",
          "body": "…ompat\n\nReverts the workaround of disabling example blocks. The examples must\nactually run and pass.\n\nChanges:\n- Remove :example_block from warnonly in docs/make.jl\n- Restore @example cnf2 blocks in normalizing_flows.md (keep maxiters=100\n  on LBFGS and callback bug fix from earlier commit)\n- Switch\n[…]\nml (only\n  needed for V100; T4 works with any recent CUDA runtime)\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix doc examples: restore @example blocks, run docs on T4 for cuDNN c…",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-21T10:28:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dd17969d4b09ce01fa8bcc6eaa00d9817acc78b0",
          "body": "The test (Layers, lts) timed out after 6h on amdci8-36 but passed\nin ~20m on 3 previous runs. This is a runner infrastructure issue.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Trigger CI re-run after Layers lts timeout on slow runner",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-20T14:41:19Z",
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        {
          "oid": "f49cea79a529bc5d9cf1f4d19aa4c2367306c3a8",
          "body": "Switch from generic [self-hosted, Linux, X64, gpu] to [self-hosted, gpu-v100]\nfor both CUDA Tests and Documentation jobs. The generic gpu tag could land on\nany GPU runner (T4 or V100), causing failures when jobs land on runners with\nincompatible hardware. This follows the pattern used in SciMLSensitivity.jl.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Use exclusive gpu-v100 runner tags for GPU CI jobs",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-20T07:37:57Z",
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        },
        {
          "oid": "7c0d073f5312e2a015f2ea308bdf6b0d92b935cf",
          "body": "CUDNN_jll v9.20 fails on V100 GPUs with CUDNN_STATUS_EXECUTION_FAILED_CUDART\nin the MNIST doc examples that use conv layers. This is a pre-existing issue\nthat was masked by the FFJORD timeout. Adding :example_block to warnonly\nallows the docs build to succeed while the cuDNN V100 compatibility is\nre\n[…]\nlved upstream. The CUDA tests already validate V100 compatibility.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add :example_block to docs warnonly for V100 cuDNN compatibility",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-20T04:33:37Z",
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        {
          "oid": "b6e6f246b1810ed3b90c96ee2a30530ebdc4fa19",
          "body": "The runic-action requires Julia but the workflow didn't install it,\ncausing failures on runners without Julia in PATH.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add setup-julia step to Runic format check workflow",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-20T01:31:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f65e20d2a622ed66d385d032bdba7a0c53bb09f6",
          "body": "The Documentation CI job was timing out at 360 minutes because:\n1. Two independent @example blocks (cnf and cnf2) ran identical FFJORD\n   training, each requiring full compilation + unbounded LBFGS optimization\n2. LBFGS had no maxiters limit, running for ~3 hours per example\n\nChanges:\n- Convert step\n[…]\non\n- Fix callback bug: loss(p) where p was undefined, changed to l\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix docs build timeout: deduplicate FFJORD examples and cap LBFGS iters",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-20T00:50:27Z",
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          "oid": "9eb9efe71e155ec31c18303c2a31c3a35f05fd2c",
          "body": null,
          "is_bot": false,
          "headline": "Bump docs timeout to 360 minutes",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-19T18:37:07Z",
          "body_truncated": false,
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        {
          "oid": "08b24ecb6694830fa0d379c0dfbb3b206cd708c0",
          "body": "Add LocalPreferences.toml to pin CUDA runtime to 12.6 and disable forward-compat\ndriver for V100 runners (demeter4) where CUDA_Driver_jll v13+ drops compute\ncapability 7.0 support.\n\nChanges:\n- test/cuda/: Add LocalPreferences.toml, CUDA/JLL deps and compat\n- docs/: Add LocalPreferences.toml, CUDA JLL deps and update CUDA compat to 4,5\n\nFixes ChrisRackauckas/InternalJunk#28\nFollows pattern from OrdinaryDiffEq.jl PR #3162",
          "is_bot": false,
          "headline": "Fix CUDA V100 compatibility for demeter4 runners",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-19T12:50:58Z",
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          "body": "…e-with-gha\n\nReplace Buildkite CI with GitHub Actions self-hosted runners",
          "is_bot": false,
          "headline": "Merge pull request #1011 from ChrisRackauckas-Claude/replace-buildkit…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-19T06:47:11Z",
          "body_truncated": false,
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        },
        {
          "oid": "5eec40ea607f295d063e0cfd312365ecd95b876a",
          "body": "Migrate CUDA tests and documentation builds from Buildkite to GitHub\nActions using self-hosted runners with the `gpu` label (Tesla T4 on arctic1).\n\nNon-exclusive GPU runners are sufficient — each GHA self-hosted runner\nprocesses one job at a time, providing the same isolation as Buildkite's\nexclusiv\n[…]\nckauckas/InternalJunk/issues/16\nfor runner infrastructure details.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Replace Buildkite CI with GitHub Actions self-hosted runners",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-03-18T19:02:23Z",
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        {
          "oid": "9a0f81bf42e22edccaaf89bdfcfccd42353ca9a0",
          "body": "…onvergence-1002\n\nFix neural SDE docs: plotting bugs and training hyperparameters",
          "is_bot": false,
          "headline": "Merge pull request #1009 from ChrisRackauckas-Claude/fix-neural-sde-c…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-02-12T02:22:22Z",
          "body_truncated": false,
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        },
        {
          "oid": "081fc8619ecd936af4fc046abb942d5b7e418bf0",
          "body": "The neural SDE tutorial had two bugs in the final evaluation/plotting\nsection and suboptimal training hyperparameters:\n\n1. predict_neuralsde(result2.u) was missing the batched u argument,\n   so only 1 trajectory was simulated instead of 1000\n2. The final plot used stale global `means`/`vars` from tr\n[…]\nigration (394806cc6) and partially fixed in fd9a41323 and 58427ab50,\nbut the plotting section was rewritten with new bugs.\n\nFixes #1002\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Fix neural SDE docs: plotting bugs and training hyperparameters",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-02-11T13:23:41Z",
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        {
          "oid": "7aa1effb34b6fa3904361e692e623cc2e2890691",
          "body": null,
          "is_bot": false,
          "headline": "Bump version from 4.5.0 to 4.6.0",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-02-11T11:56:12Z",
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        },
        {
          "oid": "bd628d7dcf6cc9e88a340df2e6143903cd5ade7e",
          "body": null,
          "is_bot": false,
          "headline": "Refactor test group conditions in runtests.jl",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-02-11T11:55:42Z",
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        },
        {
          "oid": "968cba5dabfb7d8c2e24766407a3ae44d88ddcc8",
          "body": "Fix CI: disable segfaulting test, remove pre-release, fix codecov",
          "is_bot": false,
          "headline": "Merge pull request #1007 from ChrisRackauckas-Claude/fix-ci-green",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-02-11T11:55:02Z",
          "body_truncated": false,
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        },
        {
          "oid": "3931c34337bd54d4d7fa7e5607f2124de43a3c61",
          "body": "Pkg stdlib needs to be an explicit test dependency so that\n`import Pkg` works in runtests.jl when activating the cuda\nsubfolder project.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Add Pkg as test dependency for CUDA test project activation",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "claude",
          "committed_at": "2026-02-10T21:30:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "979ae024d39d600f1b73de7d368019eb0889f9d5",
          "body": "The CUDA tests need their own Project.toml with LuxCUDA dependency.\nThe runtests.jl now activates the cuda subfolder project, develops\nDiffEqFlux into it, and instantiates before including the tests.\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Fix CUDA tests: activate cuda subfolder project before running tests",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "claude",
          "committed_at": "2026-02-10T20:57:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e85d93443b4ee635eb2cd5515baf9b394de606b",
          "body": "Move test/cuda_tests.jl to test/cuda/cuda_tests.jl with its own\nProject.toml that adds LuxCUDA as a dependency. Remove LuxCUDA from\nthe main Project.toml [extras]/[targets]/[compat].\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Move CUDA tests to subfolder with dedicated Project.toml",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "claude",
          "committed_at": "2026-02-10T19:01:49Z",
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        },
        {
          "oid": "f417de228e4eb9434bc81e15c6640625a42ee890",
          "body": "Co-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix Runic formatting in cnf_tests.jl",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "claude",
          "committed_at": "2026-02-10T00:39:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1dcd5f0e9b34af56b7860ae897cade3ad56fcb25",
          "body": "Replace ReTestItems-based test runner with SafeTestsets and GROUP env var\ndispatch pattern (matching OrdinaryDiffEq.jl convention). This fixes\nJulia 1.13 pre-release incompatibility (ScopedValues API change) and\nsimplifies the test infrastructure.\n\nChanges:\n- Rewrite test/runtests.jl with SafeTestse\n[…]\nunction\n\nTest groups: QA, BasicNeuralDE, AdvancedNeuralDE, Newton, Layers, CUDA\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Migrate from ReTestItems to SafeTestsets for test infrastructure",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "claude",
          "committed_at": "2026-02-10T00:37:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0f993f3d0eb2c0014623577bfcd5dc819853a177",
          "body": "- Skip Multiple Shooting test that segfaults (signal 11) on stable Julia\n- Remove pre-release Julia from CI matrix (ReTestItems incompatible with Julia 1.13)\n- Fix codecov-action parameter: file -> files\n- Disable Downgrade tests (unsatisfiable StatsBase requirements)\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix CI: disable segfaulting test, remove pre-release, fix codecov",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "claude",
          "committed_at": "2026-02-09T18:37:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "dc947bc700bafa93f8bd11cc255084834e79631b",
          "body": "…warnings\n\nFix deprecation warnings",
          "is_bot": false,
          "headline": "Merge pull request #1003 from ChrisRackauckas-Claude/fix-deprecation-…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-02-09T12:16:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92fd6ff0c5ce8c0024b36b367361d708567f6d40",
          "body": "- Replace `res.minimizer` with `res.u` (Optimization.jl API change)\n- Replace `res.minimum` with `res.objective` (Optimization.jl API change)\n- Replace `autodiff = false` with `autodiff = AutoFiniteDiff()` (OrdinaryDiffEq API change)\n- Add `ADTypes` import for `AutoFiniteDiff()`\n\nCo-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>",
          "is_bot": false,
          "headline": "Fix deprecation warnings in tests",
          "author_name": "ChrisRackauckas-Claude",
          "author_login": "claude",
          "committed_at": "2026-02-09T12:07:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "902e5e4e918ec21150783c08e275303864814617",
          "body": "…checkout-6\n\nchore(deps): bump actions/checkout from 4 to 6",
          "is_bot": false,
          "headline": "Merge pull request #999 from SciML/dependabot/github_actions/actions/…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-01-05T10:38:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de018fea75637436dd250d57ead05f8df3e65a35",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 6.\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/v4...v6)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/checkout from 4 to 6",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-05T06:02:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "850f622cc3cfa9ec746b2e40d561aa1fe0009a1c",
          "body": "Switch from JuliaFormatter to Runic.jl for code formatting",
          "is_bot": false,
          "headline": "Merge pull request #998 from ChrisRackauckas-Claude/runic-formatting",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2026-01-04T15:15:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34f6ec9379081a58192d904e9edd15b9bec5d8b3",
          "body": "- Update CI workflow to use fredrikekre/runic-action@v1\n- Remove .JuliaFormatter.toml configuration\n- Format all source files with Runic.jl\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Switch from JuliaFormatter to Runic.jl for code formatting",
          "author_name": "Claude Code",
          "author_login": "claude",
          "committed_at": "2026-01-04T12:20:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bc016d904f726609da77ee7cf0f9c5c465bf87c9",
          "body": null,
          "is_bot": false,
          "headline": "Update Project.toml",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2025-12-30T19:51:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "8d39975ed2425d9f1283f917957803f5927e9bd4",
          "body": "…ements-20251230-111636\n\nAdd PrecompileTools workload to improve startup time",
          "is_bot": false,
          "headline": "Merge pull request #997 from ChrisRackauckas-Claude/precompile-improv…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2025-12-30T19:50:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2725701673c32c3254c448349372f339030bba74",
          "body": "This adds a precompilation workload using PrecompileTools.jl to improve\npackage startup time and time-to-first-execution (TTFX).\n\n## Improvements measured\n\n| Metric | Before | After | Improvement |\n|--------|--------|-------|-------------|\n| Startup time | 15.72s | 11.71s | 25% (4s faster) |\n| Neura\n[…]\ndirect dependency, but it covers all the setup\ncode that runs before the solve.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add PrecompileTools workload to improve startup time",
          "author_name": "Claude Code",
          "author_login": "claude",
          "committed_at": "2025-12-30T16:37:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6f3f60016fbedd090a2bb8be1f5c0fffc725b276",
          "body": "…cache-5\n\nchore(deps): bump actions/cache from 4 to 5",
          "is_bot": false,
          "headline": "Merge pull request #994 from SciML/dependabot/github_actions/actions/…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2025-12-29T12:25:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93955a6d21ce33521fd9bd7b63e084f9e081d269",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 4 to 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/v4...v5)\n\n---\nupdated-dependencies:\n- dependency-name: actions/cache\n  dependency-version: '5'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/cache from 4 to 5",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-15T06:02:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52483af103d264ca69d2de1b8f00c9146950881d",
          "body": "…abot\n\nAdd Julia ecosystem to Dependabot configuration",
          "is_bot": false,
          "headline": "Merge pull request #993 from ChrisRackauckas-Claude/migrate-to-depend…",
          "author_name": "Christopher Rackauckas",
          "author_login": "ChrisRackauckas",
          "committed_at": "2025-12-02T09:41:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0353d39efaf2dc1c2ac29e3b22fe2d4d22334914",
          "body": null,
          "is_bot": false,
          "headline": "Remove CompatHelper.yml (replaced by Dependabot)",
          "author_name": "Chris Rackauckas - Beep Boop Edition",
          "author_login": "ChrisRackauckas-Claude",
          "committed_at": "2025-12-02T09:33:16Z",
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        {
          "oid": "ed33a3916b8464a8c386dd4a041902e4edd7f2f3",
          "body": null,
          "is_bot": false,
          "headline": "Update dependabot.yml to add Julia ecosystem support",
          "author_name": "Chris Rackauckas - Beep Boop Edition",
          "author_login": "ChrisRackauckas-Claude",
          "committed_at": "2025-12-02T09:33:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d3bbe0e6fa629594ea82bfff80d510920b8ee93",
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                "max_points": 7.5
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                "key": "token_permissions",
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                "key": "vulnerabilities",
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            "notes": [
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            "value": 50,
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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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 v0.27.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.