Публічний реєстрУ зоні ризику
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-22 21:04 UTC
RubixML / ML
A high-level machine learning and deep learning library for the PHP language.
RubixML/ML має індекс здоров’я 30 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — Engineering Quality (78/100), найнижчий — Security (20/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
30
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
30
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
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
Rubix MLОрганізація
314 підписників22 публічні репозиторіїз вер. 2018 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
54
Активність розробки
43У зоні ризику
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 1.4/36 | Ритм комітів — 2/52 тижнів із комітами |
| 4.3/18 | Обсяг комітів — 2 комітів за останній рік |
| 1/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1 |
Використані вхідні дані
| commits_last_year | 2 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 2 |
Дисципліна релізів
70Добрий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 79 релізів |
| 16.2/36 | Свіжість релізів — останній реліз 294 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~114,4 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 79 |
| latest_release_tag | 2.5.3 |
| releases_from_tags | ні |
| days_since_latest_release | 294 |
| mean_days_between_releases | 114,4 |
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?
76
Популярність і впровадження
83Добрий
Як обчислюється оцінка
| 54.2/60 | Зірки — 2 199 зірок |
| 19/25 | Форки — 193 форків |
| 9.4/15 | Спостерігачі — 50 спостерігачів |
Використані вхідні дані
| forks | 193 |
| stars | 2 199 |
| watchers | 50 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
70Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Як обчислюється оцінка
| 63.3/80 | Щомісячні завантаження — 56 111 завантажень/місяць у packagist |
| 9.9/20 | Залежні пакети в реєстрі — залежних пакетів: 30 |
Використані вхідні дані
| packages | rubix/ml |
| dependents | 30 |
| ecosystems | packagist |
| total_downloads | 1 568 425 |
| monthly_downloads | 56 111 |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
62
Стійкість мейнтейнерів (бас-фактор)
33У зоні ризику
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 0.7/22.5 | Розподіл комітів — головний контриб’ютор — автор 97% комітів |
| 13.5/13.5 | Широта контриб’юторів — 35 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 17 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 35 |
| top_contributor_share | 0,97 |
Реактивність на issue та PR
66Помірний
Як обчислюється оцінка
| 29.1/46.8 | Вирішення issue — закрито 62% issue |
| 31.9/38.3 | Прийняття PR — злито 170/204 вирішених PR |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 11/30 approved changesets -- score normalized to 3 |
Використані вхідні дані
| merged_prs | 170 |
| open_issues | 73 |
| closed_issues | 120 |
| issue_closed_ratio | 0,622 |
| closed_unmerged_prs | 34 |
Власність та опіка
70Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 18/25 | Охоплення власника — 314 підписників у RubixML |
| 21.9/25 | Послужний список — 22 публічних репозиторіїв, вік облікового запису ~7 р. |
Використані вхідні дані
| followers | 314 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RubixML |
| public_repos | 22 |
| account_age_days | 2 866 |
Супровід пакетів
91Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у packagist |
| 26/35 | Свіжість публікацій — остання публікація 294 дн. тому |
| 20/20 | Історія версій — 80 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | rubix/ml |
| ecosystems | packagist |
| any_deprecated | ні |
| min_days_since_publish | 294 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
78
Інженерні практики
64Помірний
Як обчислюється оцінка
| 24/24 | Процеси CI — 1 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — .php-cs-fixer.dist.php, phpstan.neon |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | ні |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://rubixml.github.io/ML |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 9 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | machine-learning, analytics, php, classification, clustering, regression, anomaly-detection, deep-learning, natural-language-processing |
| has_wiki | так |
| homepage | https://rubixml.github.io/ML |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
20
Стан безпеки
20Критичний
Попередження про юрисдикційний ризик
Виявлено пов’язаність із юрисдикцією високого ризику
1 профілі ключових контриб’юторівIranБезпека й загальний рейтинг: межа «Під ризиком»
Сигнал ґрунтується на публічних локаціях, самостійно вказаних у профілях. Він не визначає національність, громадянство, наміри, санкційний статус чи надійність людини.
Як оцінюється юрисдикційна пов’язаністьЯк обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 0/2.5 | CI-Tests — 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 11/30 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 17 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 0.8/7.5 | Maintained — 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3,9 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 20 |
| security_posture_before_jurisdiction | 39 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, 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.
30
Контекст і настанови для агентів
13Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 12.8/40 | Читабельна історія комітів — намір зазначено у 24 з 100 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,24 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Цикл верифікації (збірка / тести / перевірка типів)
33У зоні ризику
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — .php-cs-fixer.dist.php, phpstan.neon |
| 0/11 | Статична перевірка типів |
| 0/10 | Відтворюване середовище |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — PHP без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/653 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | PHP |
| largest_source_bytes | 23 047 |
| source_files_sampled | 653 |
| oversized_source_files | 0 |
Ключові факти
2 199зірок GitHub
35контриб'юторів
2комітів за останні 12 місяців
0днів від останнього пушу
79релізів
1бас-фактор
73відкритих issue
Packagistпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- No resolved dependencies carried a version and a supported ecosystem
Докладніше
Історія зірок і форків 0 ★ / 193 ⇿
0Зірки
193Форки
72Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 2Мінорні 12Патчі 38
Кожна точка охоплює 7 днів.
OpenSSF Scorecard 3.9 / 10
3.9сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 0 | CI-Tests | 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 11/30 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 17 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 1 | Maintained | 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Прямі залежності 9
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| Packagist | amphp/parallel | ^1.3 | composer.json |
| Packagist | andrewdalpino/okbloomer | ^1.0 | composer.json |
| Packagist | psr/log | ^1.1|^2.0|^3.0 | composer.json |
| Packagist | rubix/tensor | ^3.0 | composer.json |
| Packagist | symfony/polyfill-mbstring | ^1.0 | composer.json |
| Packagist | symfony/polyfill-php80 | ^1.17 | composer.json |
| Packagist | symfony/polyfill-php82 | ^1.27 | composer.json |
| Packagist | symfony/polyfill-php83 | ^1.27 | composer.json |
| Packagist | wamania/php-stemmer | ^4.0 | composer.json |
Усі залежності 17
Повний розв'язаний набір залежностей із графа залежностей GitHub: 9 прямих і 8 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| Packagist | amphp/parallel | — | пряма |
| Packagist | andrewdalpino/okbloomer | — | пряма |
| Packagist | psr/log | — | пряма |
| Packagist | rubix/tensor | — | пряма |
| Packagist | symfony/polyfill-mbstring | — | пряма |
| Packagist | symfony/polyfill-php80 | — | пряма |
| Packagist | symfony/polyfill-php82 | — | пряма |
| Packagist | symfony/polyfill-php83 | — | пряма |
| Packagist | wamania/php-stemmer | — | пряма |
| Packagist | ext-json | — | непряма |
| Packagist | friendsofphp/php-cs-fixer | — | непряма |
| Packagist | php | — | непряма |
| Packagist | phpbench/phpbench | — | непряма |
| Packagist | phpstan/extension-installer | — | непряма |
| Packagist | phpstan/phpstan | — | непряма |
| Packagist | phpstan/phpstan-phpunit | — | непряма |
| Packagist | phpunit/phpunit | — | непряма |
Сповіщення про залежності не оцінено
Звірка сповіщень не відбулася для цього звіту: No resolved dependencies carried a version and a supported ecosystem
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"machine-learning",
"analytics",
"php",
"classification",
"clustering",
"regression",
"anomaly-detection",
"deep-learning",
"natural-language-processing"
],
"is_fork": false,
"size_kb": 35344,
"has_wiki": true,
"homepage": "https://rubixml.github.io/ML",
"languages": {
"PHP": 1862169
},
"pushed_at": "2026-07-22T20:55:51Z",
"created_at": "2018-02-14T07:20:19Z",
"owner_type": "Organization",
"updated_at": "2026-07-20T02:01:17Z",
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{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "PHP",
"largest_source_bytes": 23047,
"source_files_sampled": 653,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "PHP without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "PHP"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/653 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 653,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-22T21:04:11.496596Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/RubixML/ML.svg",
"full_name": "RubixML/ML",
"license_state": "standard",
"license_spdx": "MIT"
}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 — Packagist.