Registro públicoBueno
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 07:57 UTC
Xilinx / brevitas
Brevitas: neural network quantization in PyTorch
Xilinx/brevitas tiene un índice de salud de 75 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (95/100) y la más baja, Security (21/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.
75
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
75
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
Titularidad
XilinxOrganización
3063 seguidores465 repositorios públicosdesde ene 2013
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| PyPI | brevitas | 0.13.0 | - | 20 | hace 7 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
93
Actividad de desarrollo
94Excelente
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 30.5/36 | Cadencia de commits — 44/52 semanas con commits |
| 18/18 | Volumen de commits — 143 commits en el último año |
| 0/10 | OpenSSF Scorecard: Maintained — sin datos |
Datos de entrada utilizados
| commits_last_year | 143 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 44 |
Disciplina de publicación
92Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 38 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 7 días |
| 19.8/27 | Cadencia de publicación — una versión cada ~105,4 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 38 |
| latest_release_tag | v0.13.0 |
| releases_from_tags | no |
| days_since_latest_release | 7 |
| mean_days_between_releases | 105,4 |
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
76
Popularidad y adopción
80Bueno
Cómo se puntúa
| 51.8/60 | Estrellas — 1554 estrellas |
| 19.9/25 | Forks — 246 forks |
| 8.1/15 | Observadores — 30 observadores |
Datos de entrada utilizados
| forks | 246 |
| stars | 1554 |
| watchers | 30 |
| growth_state | organic |
| growth_factor_pct | 100 |
Salud de la comunidad
71Bueno
Cómo se puntúa
| 22.5/22.5 | README |
| 16.9/22.5 | Licencia — archivo de licencia presente, no es una licencia reconocida |
| 18/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 6.3/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | sí |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
76
Resiliencia de mantenedores (factor bus)
56Moderado
Cómo se puntúa
| 25.2/54 | Factor bus — la mitad de los commits recae en 2 contribuyente(s) |
| 11.9/22.5 | Distribución de commits — el principal contribuyente firma el 47% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 26 contribuyentes |
| 0/10 | OpenSSF Scorecard: Contributors — sin datos |
Datos de entrada utilizados
| bus_factor | 2 |
| contributors_sampled | 26 |
| top_contributor_share | 0,471 |
Cómo se puntúa
| 31.2/46.8 | Resolución de issues — 67% de issues cerradas |
| 33.1/38.3 | Aceptación de PR — 803/927 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — sin datos |
Datos de entrada utilizados
| merged_prs | 803 |
| open_issues | 178 |
| closed_issues | 357 |
| issue_closed_ratio | 0,667 |
| closed_unmerged_prs | 124 |
Propiedad y custodia
80Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 25/25 | Alcance del propietario — 3063 seguidores de Xilinx |
| 25/25 | Trayectoria — 465 repos públicos, cuenta de ~13 años |
Datos de entrada utilizados
| followers | 3063 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Xilinx |
| public_repos | 465 |
| account_age_days | 4946 |
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 7 días |
| 20/20 | Historial de versiones — 20 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | brevitas |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 7 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
95
Prácticas de ingeniería
92Excelente
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 27 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter |
| 9.6/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | sí |
Documentación
100Excelente
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://xilinx.github.io/brevitas/ |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 10 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | quantization, pytorch, brevitas, fpga, neural-networks, hardware-acceleration, xilinx, deep-learning, ptq, qat |
| has_wiki | sí |
| homepage | https://xilinx.github.io/brevitas/ |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
21
Postura de seguridad
1Crítico
Cómo se puntúa
| 0/30 | Política de seguridad (SECURITY.md) |
| 0/25 | Configuración de Dependabot |
| 0/25 | Lockfiles de dependencias — biblioteca publicada — los lockfiles son cosa de las aplicaciones, no se esperan aquí |
| 0/20 | Flujo de trabajo de CodeQL |
Datos de entrada utilizados
| source | file_signals |
| lockfiles | — |
| manifests | requirements/requirements-dev.txt, requirements/requirements-diffusion.txt, requirements/requirements-docs.txt, requirements/requirements-export.txt, requirements/requirements-finn-integration.txt, requirements/requirements-hadamard.txt, requirements/requirements-lighteval.txt, requirements/requirements-llm.txt, requirements/requirements-notebook.txt, requirements/requirements-nox.txt, requirements/requirements-numpy.txt, requirements/requirements-ort-integration.txt, requirements/requirements-setup.txt, requirements/requirements-stt.txt, requirements/requirements-test.txt, requirements/requirements-tts.txt, requirements/requirements-vision.txt, requirements/requirements.txt, setup.cfg, setup.py |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | no |
Excluidos de la puntuación (sin datos o no aplicable): Lockfiles de dependencias. Los pesos restantes se han renormalizado.
Avisos de dependencias
100Excelente
Cómo se puntúa
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 0/25 | Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
Datos de entrada utilizados
| source | osv |
| advisories | 49 |
| affected_packages | 3 |
| assessed_packages | 23 |
| unassessed_packages | 48 |
| affected_by_severity | critical 1, high 2 |
| direct_affected_packages | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 23 dependencias resueltas con OSV. 48 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido o fuera de la lista de paquetes informada. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
48
Contexto y guía para agentes
40En riesgo
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 82 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,82 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — docsrc/Makefile, noxfile.py |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato |
| 0/11 | Verificación estática de tipos |
| 0/10 | Entorno reproducible |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100 |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — sin datos |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | docsrc/Makefile, noxfile.py |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
50Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 50.3/55 | Tamaños de archivo manejables — 54/627 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 315.737 |
| source_files_sampled | 627 |
| oversized_source_files | 54 |
Interfaces legibles por máquina
40En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — notebooks |
Datos de entrada utilizados
| example_dirs | notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
1554estrellas de GitHub
26contribuidores
143commits en los últimos 12 meses
0días desde el último push
38versiones publicadas
2factor bus
178issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- deps.dev does not index pypi:brevitas@0.13.0; advisories assessed against the repository dependency graph instead
- OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks
Más detalle
Historial de estrellas y forks 1554 ★ / 246 ⇿
1554Estrellas
246Forks
38Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Solo se muestra el historial más reciente: este repositorio supera la ventana de recopilación, por lo que no se captura el historial más antiguo.
Mayor 0Menor 12Parche 9
Cada punto abarca 8 días.
Todas las dependencias 71
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 71 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | accelerate | — | indirecta |
| PyPI | accelerate | 1.0.1 | indirecta |
| PyPI | bitstring | — | indirecta |
| PyPI | datasets | — | indirecta |
| PyPI | dependencies | 2.0.1 | indirecta |
| PyPI | diffusers | — | indirecta |
| PyPI | diffusers | 0.30.3 | indirecta |
| PyPI | gguf | 0.18.0 | indirecta |
| PyPI | hypothesis | — | indirecta |
| PyPI | inflect | 5.6.2 | indirecta |
| PyPI | jupyter | — | indirecta |
| PyPI | librosa | — | indirecta |
| PyPI | lighteval | 0.13 | indirecta |
| PyPI | lxml | 4.9.3 | indirecta |
| PyPI | m2r2 | 0.3.3.post2 | indirecta |
| PyPI | mock | — | indirecta |
| PyPI | nbmake | — | indirecta |
| PyPI | nbsphinx | 0.9.3 | indirecta |
| PyPI | nbsphinx-link | 1.3.0 | indirecta |
| PyPI | nox | — | indirecta |
| PyPI | numba | — | indirecta |
| PyPI | numexpr | — | indirecta |
| PyPI | numpy | — | indirecta |
| PyPI | onnx | — | indirecta |
| PyPI | onnxoptimizer | — | indirecta |
| PyPI | onnxruntime | — | indirecta |
| PyPI | onnxscript | — | indirecta |
| PyPI | open-clip-torch | 2.26.1 | indirecta |
| PyPI | opencv-python | 4.10.0.84 | indirecta |
| PyPI | optimum | — | indirecta |
| PyPI | packaging | — | indirecta |
| PyPI | pandas | — | indirecta |
| PyPI | pandas | 2.2.2 | indirecta |
| PyPI | pillow | — | indirecta |
| PyPI | pre-commit | — | indirecta |
| PyPI | psutil | — | indirecta |
| PyPI | pycocotools | 2.0.7 | indirecta |
| PyPI | pydantic | — | indirecta |
| PyPI | pydata-sphinx-theme | 0.15.3 | indirecta |
| PyPI | pytest | — | indirecta |
| PyPI | pytest-cases | — | indirecta |
| PyPI | pytest-mock | — | indirecta |
| PyPI | pytest-xdist | — | indirecta |
| PyPI | pyyaml | — | indirecta |
| PyPI | qonnx | — | indirecta |
| PyPI | requests | — | indirecta |
| PyPI | ruamel-yaml | — | indirecta |
| PyPI | scipy | — | indirecta |
| PyPI | scipy | 1.10.1 | indirecta |
| PyPI | setuptools | — | indirecta |
| PyPI | setuptools-scm | — | indirecta |
| PyPI | soundfile | — | indirecta |
| PyPI | sox | — | indirecta |
| PyPI | sphinx | 5.3.0 | indirecta |
| PyPI | sphinx-autodoc-typehints | 1.21.8 | indirecta |
| PyPI | sphinx-gallery | 0.10.1 | indirecta |
| PyPI | sphinxcontrib-napoleon | 0.7 | indirecta |
| PyPI | sphinxemoji | 0.2.0 | indirecta |
| PyPI | sympy | — | indirecta |
| PyPI | toposort | — | indirecta |
| PyPI | torch | — | indirecta |
| PyPI | torch-stft | — | indirecta |
| PyPI | torchmetrics | — | indirecta |
| PyPI | torchmetrics | 1.4.3 | indirecta |
| PyPI | torchvision | — | indirecta |
| PyPI | tqdm | — | indirecta |
| PyPI | transformers | — | indirecta |
| PyPI | transformers | 4.45.2 | indirecta |
| PyPI | typing-extensions | — | indirecta |
| PyPI | unfoldnd | — | indirecta |
| PyPI | unidecode | — | indirecta |
Avisos de dependencias 3
Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 23 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 3 tienen avisos conocidos, de los cuales 0 son directas. 48 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.
| Paquete | Versión | Relación | Gravedad | Avisos | Corregido en |
|---|---|---|---|---|---|
| transformers | 4.45.2 | indirecta | crítica | 42 | 5.5.0 |
| diffusers | 0.30.3 | indirecta | alta | 5 | 0.38.0 |
| lxml | 4.9.3 | indirecta | alta | 2 | 6.1.0 |
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
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],
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],
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}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.26.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.