Registro públicoEn riesgo
Informe de salud del softwareesquema 0.27.0 · métricas 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 tiene un índice de salud de 30 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es Engineering Quality (78/100) y la más baja, Security (20/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
30
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.
30
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.
La Política de Jurisdicciones de Alto Riesgo aplica un multiplicador del 50% a la salud global ponderada y le da un límite «En riesgo» de 49.
Titularidad
Rubix MLOrganización
314 seguidores22 repositorios públicosdesde sept 2018
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
54
Actividad de desarrollo
43En riesgo
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 1.4/36 | Cadencia de commits — 2/52 semanas con commits |
| 4.3/18 | Volumen de commits — 2 commits en el último año |
| 1/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1 |
Datos de entrada utilizados
| commits_last_year | 2 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 2 |
Disciplina de publicación
70Bueno
Cómo se puntúa
| 27/27 | Publica versiones — 79 versiones publicadas |
| 16.2/36 | Recencia de las versiones — última versión hace 294 días |
| 19.8/27 | Cadencia de publicación — una versión cada ~114,4 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 79 |
| latest_release_tag | 2.5.3 |
| releases_from_tags | no |
| days_since_latest_release | 294 |
| mean_days_between_releases | 114,4 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
76
Popularidad y adopción
83Bueno
Cómo se puntúa
| 54.2/60 | Estrellas — 2199 estrellas |
| 19/25 | Forks — 193 forks |
| 9.4/15 | Observadores — 50 observadores |
Datos de entrada utilizados
| forks | 193 |
| stars | 2199 |
| watchers | 50 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
70Bueno
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 18/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | 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 | no |
Cómo se puntúa
| 63.3/80 | Descargas mensuales — 56.111 descargas/mes en packagist |
| 9.9/20 | Dependientes en el registro — 30 paquetes dependen de él |
Datos de entrada utilizados
| packages | rubix/ml |
| dependents | 30 |
| ecosystems | packagist |
| total_downloads | 1.568.425 |
| monthly_downloads | 56.111 |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
62
Resiliencia de mantenedores (factor bus)
33En riesgo
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0.7/22.5 | Distribución de commits — el principal contribuyente firma el 97% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 35 contribuyentes |
| 10/10 | OpenSSF Scorecard: Contributors — project has 17 contributing companies or organizations |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 35 |
| top_contributor_share | 0,97 |
Capacidad de respuesta a issues y PR
66Moderado
Cómo se puntúa
| 29.1/46.8 | Resolución de issues — 62% de issues cerradas |
| 31.9/38.3 | Aceptación de PR — 170/204 PR decididos fusionados |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 11/30 approved changesets -- score normalized to 3 |
Datos de entrada utilizados
| merged_prs | 170 |
| open_issues | 73 |
| closed_issues | 120 |
| issue_closed_ratio | 0,622 |
| closed_unmerged_prs | 34 |
Propiedad y custodia
70Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 18/25 | Alcance del propietario — 314 seguidores de RubixML |
| 21.9/25 | Trayectoria — 22 repos públicos, cuenta de ~7 años |
Datos de entrada utilizados
| followers | 314 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RubixML |
| public_repos | 22 |
| account_age_days | 2866 |
Mantenimiento de paquetes
91Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en packagist |
| 26/35 | Recencia de publicación — última publicación hace 294 días |
| 20/20 | Historial de versiones — 80 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | rubix/ml |
| ecosystems | packagist |
| any_deprecated | no |
| min_days_since_publish | 294 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
78
Prácticas de ingeniería
64Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 1 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — .php-cs-fixer.dist.php, phpstan.neon |
| 0/9.6 | Hooks de pre-commit |
| 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 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | no |
Documentación
100Excelente
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://rubixml.github.io/ML |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 9 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | machine-learning, analytics, php, classification, clustering, regression, anomaly-detection, deep-learning, natural-language-processing |
| has_wiki | sí |
| homepage | https://rubixml.github.io/ML |
| 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?
20
Postura de seguridad
20Crítico
Alerta de riesgo jurisdiccional
Exposición a una jurisdicción de alto riesgo detectada
1 perfiles de contribuidores principalesIranSeguridad y calificación global: límite En riesgo
Se basa en ubicaciones públicas declaradas por los propios perfiles. Esta señal de gobernanza no determina nacionalidad, ciudadanía, intención, sanciones ni la fiabilidad de una persona.
Cómo se evalúa la exposición jurisdiccionalCómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — sin datos |
| 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 | Licencia — 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 — sin datos |
| 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 — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| 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 |
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging, signed_releases. Los pesos restantes se han renormalizado. La Política de Jurisdicciones de Alto Riesgo aplica un multiplicador del 50% y da a la postura de seguridad un límite «En riesgo» de 49.
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.
30
Contexto y guía para agentes
13Crítico
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 12.8/40 | Historial de commits legible — 24 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,24 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 0/18 | Arranque con un solo comando |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — .php-cs-fixer.dist.php, phpstan.neon |
| 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 — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| 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
55Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — PHP sin configuración de verificación de tipos |
| 55/55 | Tamaños de archivo manejables — 0/653 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | PHP |
| largest_source_bytes | 23.047 |
| source_files_sampled | 653 |
| oversized_source_files | 0 |
Datos clave
2199estrellas de GitHub
35contribuidores
2commits en los últimos 12 meses
0días desde el último push
79versiones publicadas
1factor bus
73issues abiertas
Packagistecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- No resolved dependencies carried a version and a supported ecosystem
Más detalle
Historial de estrellas y forks 0 ★ / 193 ⇿
0Estrellas
193Forks
72Versiones
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.
Mayor 2Menor 12Parche 38
Cada punto abarca 7 días.
OpenSSF Scorecard 3.9 / 10
3.9agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/d | 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 |
| n/d | 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 |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Dependencias directas 9
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| 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 |
Todas las dependencias 17
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 9 paquetes directos y 8 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| Packagist | amphp/parallel | — | directa |
| Packagist | andrewdalpino/okbloomer | — | directa |
| Packagist | psr/log | — | directa |
| Packagist | rubix/tensor | — | directa |
| Packagist | symfony/polyfill-mbstring | — | directa |
| Packagist | symfony/polyfill-php80 | — | directa |
| Packagist | symfony/polyfill-php82 | — | directa |
| Packagist | symfony/polyfill-php83 | — | directa |
| Packagist | wamania/php-stemmer | — | directa |
| Packagist | ext-json | — | indirecta |
| Packagist | friendsofphp/php-cs-fixer | — | indirecta |
| Packagist | php | — | indirecta |
| Packagist | phpbench/phpbench | — | indirecta |
| Packagist | phpstan/extension-installer | — | indirecta |
| Packagist | phpstan/phpstan | — | indirecta |
| Packagist | phpstan/phpstan-phpunit | — | indirecta |
| Packagist | phpunit/phpunit | — | indirecta |
Avisos de dependencias sin evaluar
El cotejo de avisos no pudo ejecutarse para este informe: No resolved dependencies carried a version and a supported ecosystem
Informe JSON sin procesar legible por máquina
{
"data": {
"repo": {
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"machine-learning",
"analytics",
"php",
"classification",
"clustering",
"regression",
"anomaly-detection",
"deep-learning",
"natural-language-processing"
],
"is_fork": false,
"size_kb": 35344,
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"homepage": "https://rubixml.github.io/ML",
"languages": {
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},
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"created_at": "2018-02-14T07:20:19Z",
"owner_type": "Organization",
"updated_at": "2026-07-20T02:01:17Z",
"description": "A high-level machine learning and deep learning library for the PHP language.",
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},
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"tag": "2.5.3",
"kind": "patch",
"published_at": "2025-10-01T17:56:53Z"
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{
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"published_at": "2022-03-30T01:59:55Z"
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"tag": "1.3.2",
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"published_at": "2022-02-22T01:50:39Z"
},
{
"tag": "0.4.2",
"kind": "patch",
"published_at": "2022-02-12T01:01:56Z"
},
{
"tag": "1.3.1",
"kind": "patch",
"published_at": "2021-12-08T21:52:06Z"
},
{
"tag": "1.3.0",
"kind": "minor",
"published_at": "2021-12-04T20:53:49Z"
},
{
"tag": "1.2.3",
"kind": "patch",
"published_at": "2021-11-10T21:37:53Z"
},
{
"tag": "1.2.2",
"kind": "patch",
"published_at": "2021-10-31T21:16:51Z"
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"published_at": "2021-10-11T00:42:19Z"
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{
"tag": "1.2.0",
"kind": "minor",
"published_at": "2021-08-01T19:25:44Z"
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"published_at": "2021-07-14T04:15:24Z"
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"tag": "1.1.0",
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"published_at": "2021-07-05T06:43:21Z"
},
{
"tag": "1.0.3",
"kind": "patch",
"published_at": "2021-06-19T06:08:41Z"
},
{
"tag": "1.0.2",
"kind": "patch",
"published_at": "2021-05-26T05:56:54Z"
},
{
"tag": "1.0.1",
"kind": "patch",
"published_at": "2021-05-25T06:28:14Z"
},
{
"tag": "1.0.0",
"kind": "major",
"published_at": "2021-05-08T20:29:21Z"
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}
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},
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],
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"schema_version": "0.27.0",
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"full_name": "RubixML/ML",
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"license_spdx": "MIT"
}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 v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — Packagist.