These modules form the backbone "bare-metal" version of the Naeural Edge Protocol meta-OS
Ratio1/naeural_core має індекс здоров’я 44 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — Engineering Quality (70/100), найнижчий — Security (1/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
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.
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.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | naeural_core | 7.7.318 | - | 429 | 0 днів тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 30.5/36 | Ритм комітів — 44/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 216 комітів за останній рік |
| 0/10 | OpenSSF Scorecard: Maintained — немає даних |
| commits_last_year | 216 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 44 |
| 0/27 | Випускає релізи — релізів не опубліковано |
| 0/36 | Свіжість релізів — релізів немає |
| 0/27 | Ритм релізів — релізів немає |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 0 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 0/60 | Зірки — 1 зірок |
| 0/25 | Форки — 0 форків |
| 0/15 | Спостерігачі — 1 спостерігачів |
| forks | 0 |
| stars | 1 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 11.1/22.5 | Розподіл комітів — головний контриб’ютор — автор 51% комітів |
| 8.1/13.5 | Широта контриб’юторів — 6 контриб’юторів |
| 0/10 | OpenSSF Scorecard: Contributors — немає даних |
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0,508 |
| 0/46.8 | Вирішення issue — закрито 0% issue |
| 37/38.3 | Прийняття PR — злито 206/213 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — немає даних |
| merged_prs | 206 |
| open_issues | 1 |
| closed_issues | 0 |
| issue_closed_ratio | 0 |
| closed_unmerged_prs | 7 |
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 7.2/25 | Охоплення власника — 9 підписників у Ratio1 |
| 15.1/25 | Послужний список — 46 публічних репозиторіїв, вік облікового запису ~1 р. |
| followers | 9 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Ratio1 |
| public_repos | 46 |
| account_age_days | 536 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 429 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | naeural_core |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 1 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — немає даних |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
| 30/30 | README |
| 25/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 4 тем |
| 10/10 | Wiki |
| topics | decentralized-applications, edge-computing, orchestration, ratio1 |
| has_wiki | так |
| homepage | — |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
| 0/30 | Політика безпеки (SECURITY.md) |
| 0/25 | Конфігурація Dependabot |
| 0/25 | Файли фіксації залежностей — опублікована бібліотека — lockfile є справою застосунків, не очікується |
| 0/20 | Процес CodeQL |
| source | file_signals |
| lockfiles | — |
| manifests | pyproject.toml, requirements.txt |
| has_codeql_workflow | ні |
| has_security_policy | ні |
| has_dependabot_config | ні |
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
| 45/45 | Інструкції для агентів — AGENTS.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 42 266 |
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — devcontainer, Dockerfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — немає даних |
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | так |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 54.4/55 | Керовані розміри файлів — 7/645 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 129 284 |
| source_files_sampled | 645 |
| oversized_source_files | 7 |
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — notebooks |
| example_dirs | notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | torch | — | pyproject.toml |
| PyPI | torchvision | — | pyproject.toml |
| PyPI | torchaudio | — | pyproject.toml |
| PyPI | paho-mqtt | >=1.6 | pyproject.toml |
| PyPI | pika | >=1.3 | pyproject.toml |
| PyPI | pynvml | >=11.4 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | pyarrow | >=15 | pyproject.toml |
| PyPI | ratio1 | >=3.5.41 | pyproject.toml |
| PyPI | minio | — | pyproject.toml |
| PyPI | gql | — | pyproject.toml |
| PyPI | opencv-python-headless | — | pyproject.toml |
| PyPI | decord | — | pyproject.toml |
| PyPI | seaborn | — | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | shapely | — | pyproject.toml |
| PyPI | scikit-learn | — | pyproject.toml |
| PyPI | scikit-image | — | pyproject.toml |
| PyPI | dropbox | — | pyproject.toml |
| PyPI | pymssql | — | pyproject.toml |
| PyPI | h5py | — | pyproject.toml |
| PyPI | unidecode | — | pyproject.toml |
| PyPI | cryptography | ==42.0.7 | pyproject.toml |
| PyPI | fastapi | — | pyproject.toml |
| PyPI | uvicorn | — | pyproject.toml |
| PyPI | pydantic | — | pyproject.toml |
| PyPI | aiofiles | — | pyproject.toml |
| PyPI | ngrok | — | pyproject.toml |
| PyPI | bs4 | — | pyproject.toml |
| PyPI | web3 | — | pyproject.toml |
| PyPI | decentra_vision | — | pyproject.toml |
| PyPI | transformers | >=4.38.0 | pyproject.toml |
| PyPI | tokenizers | >=0.14.1 | pyproject.toml |
| PyPI | sentencepiece | — | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 34 прямих і 21 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | aiofiles | — | пряма |
| PyPI | bs4 | — | пряма |
| PyPI | cryptography | 42.0.7 | пряма |
| PyPI | decentra-vision | — | пряма |
| PyPI | decord | — | пряма |
| PyPI | dropbox | — | пряма |
| PyPI | fastapi | — | пряма |
| PyPI | gql | — | пряма |
| PyPI | h5py | — | пряма |
| PyPI | minio | — | пряма |
| PyPI | ngrok | — | пряма |
| PyPI | opencv-python-headless | — | пряма |
| PyPI | paho-mqtt | — | пряма |
| PyPI | pandas | — | пряма |
| PyPI | pika | — | пряма |
| PyPI | pyarrow | — | пряма |
| PyPI | pydantic | — | пряма |
| PyPI | pymssql | — | пряма |
| PyPI | pynvml | — | пряма |
| PyPI | pyyaml | — | пряма |
| PyPI | ratio1 | — | пряма |
| PyPI | scikit-image | — | пряма |
| PyPI | scikit-learn | — | пряма |
| PyPI | seaborn | — | пряма |
| PyPI | sentencepiece | — | пряма |
| PyPI | shapely | — | пряма |
| PyPI | tokenizers | — | пряма |
| PyPI | torch | — | пряма |
| PyPI | torchaudio | — | пряма |
| PyPI | torchvision | — | пряма |
| PyPI | transformers | — | пряма |
| PyPI | unidecode | — | пряма |
| PyPI | uvicorn | — | пряма |
| PyPI | web3 | — | пряма |
| PyPI | accelerate | 0.30.1 | непряма |
| PyPI | bitsandbytes | 0.43.1 | непряма |
| PyPI | flask | 1.0.2 | непряма |
| PyPI | gunicorn | 19.9.0 | непряма |
| PyPI | kmonitor | — | непряма |
| PyPI | matplotlib | — | непряма |
| PyPI | numpy | — | непряма |
| PyPI | nvidia-cudnn-cu12 | — | непряма |
| PyPI | onnx | — | непряма |
| PyPI | onnxruntime-openvino | 1.17.1 | непряма |
| PyPI | onnxsim | — | непряма |
| PyPI | opencv-python | — | непряма |
| PyPI | openvino | 2024.1.0 | непряма |
| PyPI | pillow | — | непряма |
| PyPI | pip | 19.2 | непряма |
| PyPI | protobuf | 5.28.3 | непряма |
| PyPI | python-telegram-bot | — | непряма |
| PyPI | scipy | — | непряма |
| PyPI | tensorboard | — | непряма |
| PyPI | thop | — | непряма |
| PyPI | tqdm | — | непряма |
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},
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"notes": [
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}
],
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"red_flag": false,
"exposures": [],
"policy_countries": [
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],
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},
{
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"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."
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],
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},
"warnings": [
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],
"report_type": "repository",
"generated_at": "2026-07-19T17:59:21.092675Z",
"schema_version": "0.15.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/Ratio1/naeural_core.svg",
"full_name": "Ratio1/naeural_core",
"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 v0.15.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.