Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-28 14:48 UTC

anderskm / gputil

A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python

PythonMIT★ 1214 estrellas⑂ 131 forksdesde ene 2017Ver en GitHub ↗

anderskm/gputil tiene un índice de salud de 43 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es Community & Adoption (71/100) y la más baja, AI Readiness (14/100). Se actualizó por última vez hace 10 días. Una sola persona concentra la mayor parte del trabajo reciente.

43
global / 100
En riesgo

Índice 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.

43
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)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

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

Anders Krogh MortensenCuenta personal
27 seguidores21 repositorios públicosdesde abr 2013The AI Lab

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIGPUtil1.4.0712.4056hace 2779 díasgpuutilizationloadmemoryavailableusagefreeselectnvidia

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

42En riesgo · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 10 días
0.7/36Cadencia de commits — 1/52 semanas con commits
5.4/18Volumen de commits — 3 commits en el último año
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0
Datos de entrada utilizados
commits_last_year3
human_commit_share1
days_since_last_push10
active_weeks_last_year1
Cómo se puntúa
27/27Publica versiones — 8 versiones publicadas
0/36Recencia de las versiones — última versión hace 2779 días
19.8/27Cadencia de publicación — una versión cada ~100,1 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count8
latest_release_tagv1.4.0
releases_from_tagsno
days_since_latest_release2779
mean_days_between_releases100,1
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?

71Bueno · 18% del índice global
Cómo se puntúa
50/60Estrellas — 1214 estrellas
17.6/25Forks — 131 forks
5.6/15Observadores — 11 observadores
Datos de entrada utilizados
forks131
stars1214
watchers11
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
78/80Descargas mensuales — 712.405 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesGPUtil
dependents
ecosystemspypi
total_downloads
monthly_downloads712.405
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

50Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
3/22.5Distribución de commits — el principal contribuyente firma el 87% de los commits
13.5/13.5Amplitud de contribuyentes — 12 contribuyentes
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Datos de entrada utilizados
bus_factor1
contributors_sampled12
top_contributor_share0,867
Cómo se puntúa
23.4/46.8Resolución de issues — 50% de issues cerradas
29.2/38.3Aceptación de PR — 13/17 PR decididos fusionados
6/15OpenSSF Scorecard: Code-Review — Found 9/20 approved changesets -- score normalized to 4
Datos de entrada utilizados
merged_prs13
open_issues20
closed_issues20
issue_closed_ratio0,5
closed_unmerged_prs4
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
10.4/25Alcance del propietario — 27 seguidores de anderskm
21.8/25Trayectoria — 21 repos públicos, cuenta de ~13 años
Datos de entrada utilizados
followers27
owner_typeUser
is_verified
owner_loginanderskm
public_repos21
account_age_days4847
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
4/35Recencia de publicación — última publicación hace 2779 días
20/20Historial de versiones — 6 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesGPUtil
ecosystemspypi
any_deprecatedno
min_days_since_publish2779

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

21Crítico · 20% del índice global
Cómo se puntúa
0/24Flujos de trabajo de CI
0/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0
Datos de entrada utilizados
has_cino
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

50Moderado
Cómo se puntúa
30/30README
0/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepage
has_readme
has_docs_dirno
has_description

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

30En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 9/20 approved changesets -- score normalized to 4
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — sin datos
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
0/7.5Maintained — 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — sin datos
0/5Pinned-Dependencies — sin datos
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — sin datos
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate3
Excluidos de la puntuación (sin datos o no aplicable): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Los pesos restantes se han renormalizado.

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.

14Crítico · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
10.1/40Historial de commits legible — 19 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,19
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
0/18Arranque con un solo comando
0/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
0/10Entorno reproducible
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — sin datos
Datos de entrada utilizados
has_nixno
has_testsno
lockfiles
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Pinned-Dependencies. Los pesos restantes se han renormalizado.
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/4 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes15.074
source_files_sampled4
oversized_source_files0

Datos clave

1214estrellas de GitHub
12contribuidores
3commits en los últimos 12 meses
10días desde el último push
8versiones publicadas
1factor bus
20issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

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

Más detalle

Historial de estrellas y forks 0 ★ / 131 ⇿
0Estrellas
131Forks
2Versiones

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.

025507510012515012632017-082022-012026-05
Mayor 0Menor 2Parche 0

Cada punto abarca 8 días.

OpenSSF Scorecard 3.0 / 10
3.0agregado

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).Scorecard v5.5.0 · 2026-07-28 14:48 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 9 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 9/20 approved changesets -- score normalized to 4
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
n/dDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0
n/dPackagingpackaging workflow not detected
n/dPinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
n/dToken-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Todas las dependencias 0

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 0 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Avisos de dependencias sin evaluar

El cotejo de avisos no pudo ejecutarse para este informe: No resolved dependencies to assess

Informe JSON sin procesar legible por máquina
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 99,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 19481
      },
      "pushed_at": "2026-07-18T05:34:16Z",
      "created_at": "2017-01-16T11:57:43Z",
      "owner_type": "User",
      "updated_at": "2026-07-17T04:23:14Z",
      "description": "A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "theailab.dk",
      "name": "Anders Krogh Mortensen",
      "type": "User",
      "login": "anderskm",
      "company": "The AI Lab",
      "location": null,
      "followers": 27,
      "avatar_url": "https://avatars.githubusercontent.com/u/4207617?v=4",
      "created_at": "2013-04-20T05:20:51Z",
      "is_verified": null,
      "public_repos": 21,
      "account_age_days": 4847
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2018-12-18T08:58:49Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2018-04-09T09:08:11Z"
        },
        {
          "tag": "v1.2.3",
          "kind": "patch",
          "published_at": "2017-02-09T13:12:32Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2017-02-09T13:09:40Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2017-02-09T13:08:44Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2017-02-01T12:54:42Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2017-01-16T21:13:04Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2017-01-16T14:38:03Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "752e4c20103701700b54305c7c2b14b08d80ecea",
          "body": "Credit: aaronsheldon",
          "is_bot": false,
          "headline": "Use Event class for signaling in thread example",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2026-04-02T20:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0f0b34b456556dbc20f5833089be94ac1ae1ec3",
          "body": "Credit: ipartanen",
          "is_bot": false,
          "headline": "Handle non-zero exit codes from nvidia-smi",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2026-04-02T07:05:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b233763aa974bbff055a8dd9c2f73b388e52d4ad",
          "body": "Credit: MagicalTux",
          "is_bot": false,
          "headline": "Use shutil instead of deprecated distutils for locating nvidia-smi",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2026-04-02T06:16:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd1df9c5e150929b5d7f2d4f7dbc19fe5aef412b",
          "body": null,
          "is_bot": false,
          "headline": "Ensure that nvidia-smi call succeeded",
          "author_name": "ipartanen",
          "author_login": "ipartanen",
          "committed_at": "2025-05-22T13:06:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96392f7d0f5396c28ea62e3d597fb1f6f9f7129d",
          "body": null,
          "is_bot": false,
          "headline": "Update GPUtil.py to be compatible with python 3.12",
          "author_name": "Mark Karpelès",
          "author_login": "MagicalTux",
          "committed_at": "2024-04-04T03:15:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2076bc501d616e5af4d01cf61b5063ea246293f2",
          "body": "Example of encapsulating monitoring in thread does not stop. To fix this use an event passed to the thread to trigger a stop.",
          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "Aaron Sheldon",
          "author_login": "aaronsheldon",
          "committed_at": "2023-11-16T19:54:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42ef071dfcb6469b7ab5ab824bde6ca9f6d0ab8a",
          "body": "Fix attrList no-effect issue. Close #22 #27",
          "is_bot": false,
          "headline": "Merge pull request #24 from zijwang/fix_attrlist",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2019-08-16T09:00:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47e1e0faa89ca5ea0025c92050babcab441262d1",
          "body": "include LICENSE.txt in distributions",
          "is_bot": false,
          "headline": "Merge pull request #28 from dougalsutherland/license-file",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2019-08-16T08:30:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5b63bcc2f798090fa46a8c79ba273c80fbfff7f",
          "body": null,
          "is_bot": false,
          "headline": "include LICENSE.txt in distributions",
          "author_name": "Dougal J. Sutherland",
          "author_login": "djsutherland",
          "committed_at": "2019-07-31T16:42:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4bf18d4fb84cdccc8bd4972c2dd345b6c5a06c6",
          "body": null,
          "is_bot": false,
          "headline": "fix attrList issue",
          "author_name": "Zijian Wang",
          "author_login": "zijwang",
          "committed_at": "2019-04-15T00:23:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fae4fe2020afc532375a76d016de93ff4c0023c",
          "body": null,
          "is_bot": false,
          "headline": "ignoreNan --> includeNan. Close #23",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2019-02-01T12:25:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89e7aea3f51698eebbc954367863ba2d4c7cfef9",
          "body": null,
          "is_bot": false,
          "headline": "Update version no. for pip",
          "author_name": "Anders Krogh Mortensen",
          "author_login": null,
          "committed_at": "2018-12-18T08:48:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7610e27aa5ac16bf9583a6440293d1a30a106f70",
          "body": "Support for specifying minimum available memory + fix unix-problem",
          "is_bot": false,
          "headline": "Merge pull request #19 from MadsDyrmann/master",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-12-04T15:30:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4da9722c1a954e001c15ad1f9deccc81492148ef",
          "body": null,
          "is_bot": false,
          "headline": "Fix indentation",
          "author_name": "Mads Dyrmann",
          "author_login": null,
          "committed_at": "2018-12-04T15:14:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88e81ac014dd90cac5d4df8c6a072524ea5db61a",
          "body": null,
          "is_bot": false,
          "headline": "Added support for specifying available memory in MiB",
          "author_name": "Mads Dyrmann",
          "author_login": null,
          "committed_at": "2018-12-04T15:02:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1eb2167a7c57d4327be79fbcd2c0f0672cf6a05",
          "body": null,
          "is_bot": false,
          "headline": "Updated required python libraries in README",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-11-13T10:45:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ebb358c66f8d350e91cc9d3430122562aa02dc9",
          "body": null,
          "is_bot": false,
          "headline": "Fixed indentations",
          "author_name": "Anders Krogh Mortensen",
          "author_login": null,
          "committed_at": "2018-11-13T09:44:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "784984f48a4ca9b6c3588b39b1c75192135b3c1a",
          "body": "Added Windows Support",
          "is_bot": false,
          "headline": "Merge pull request #17 from nyanye/patch-1",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-11-13T09:38:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70056681e41e4be03833af5277f3959b02f65403",
          "body": "If the platform is Windows and nvidia-smi could not be found from the environment path, try to find it from system drive with default installation path",
          "is_bot": false,
          "headline": "Added Windows Support",
          "author_name": "Taylor Jung",
          "author_login": null,
          "committed_at": "2018-11-12T00:43:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e32706a2674935ae45f2fcf389ae1ea463b0b6b",
          "body": null,
          "is_bot": false,
          "headline": "Fixed CUDA driver to NVIDIA driver. Close #16",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-10-18T08:47:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "869b984e15e4ba28b627c67a4380cc106b72926a",
          "body": "Fixed typos in README",
          "is_bot": false,
          "headline": "Merge pull request #15 from tmshn/patch-1",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-10-10T16:40:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e8e084abe0a473d0b45bbf82645ad3493d2d472",
          "body": null,
          "is_bot": false,
          "headline": "Fixed typos in README",
          "author_name": "Shinichi TAMURA",
          "author_login": "tmshn",
          "committed_at": "2018-10-10T09:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5b4671051960dd6805dd5406edcd7932af803a3",
          "body": null,
          "is_bot": false,
          "headline": "Updated tested CUDA driver and python versions.",
          "author_name": "anderkm",
          "author_login": "anderskm",
          "committed_at": "2018-10-04T08:21:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27c30b4c734a9095a914014c58719819a277cb7f",
          "body": null,
          "is_bot": false,
          "headline": "Updated dependencies",
          "author_name": "anderkm",
          "author_login": "anderskm",
          "committed_at": "2018-10-04T08:18:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e81a38cc5a490deaae0135b307a3bcb5f43a4a9e",
          "body": null,
          "is_bot": false,
          "headline": "Removed dependency of numpy. Close #14",
          "author_name": "anderkm",
          "author_login": "anderskm",
          "committed_at": "2018-10-04T08:17:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3d1f6d4f9ee34df3e0df7caaa4365372b99c839",
          "body": null,
          "is_bot": false,
          "headline": "Added GPU temperature support",
          "author_name": "Anders Krogh Mortensen",
          "author_login": null,
          "committed_at": "2018-09-18T09:14:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c08205ff6b7569375ff12e2f9694993fb7b8959",
          "body": null,
          "is_bot": false,
          "headline": "Added support for numpy int32 in show utilization",
          "author_name": "Anders Krogh Mortensen",
          "author_login": null,
          "committed_at": "2018-09-18T09:13:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1257797f9f0fe3981cf6c90c3dcee1004e98fa6",
          "body": "Example of running GPUtil in separate thread",
          "is_bot": false,
          "headline": "Merge pull request #12 from jfainberg/patch-1",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-09-07T12:03:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87221b5c4c2af1618cf4eccf3c047fd7101c963c",
          "body": "Addresses #11 , i.e. when GPUtil shows 0% utilisation when running in the same thread as a training loop.",
          "is_bot": false,
          "headline": "Example of running GPUtil in separate thread",
          "author_name": "Joachim Fainberg",
          "author_login": "jfainberg",
          "committed_at": "2018-09-05T06:25:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36a86f733d2ed8d98871318429a3cfa7954c7d69",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' of https://github.com/anderskm/gputil",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-08-10T13:30:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e10ee1548724d2ecace832be7ec76cdab3b498f",
          "body": null,
          "is_bot": false,
          "headline": "Fixed handling of py2 unicode in py3",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-08-10T13:29:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db5f7798211c57742611c3b4b7b7f75738b89079",
          "body": null,
          "is_bot": false,
          "headline": "Updated requirements from standard library",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-08-08T08:18:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a06dc63b558450ed0d478631023e52edd9d4c14",
          "body": "Use communicate to avoid deadlock when reading stdout of subprocess",
          "is_bot": false,
          "headline": "Merge pull request #9 from bashbug/master",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-08-08T08:12:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33d4685931f880c6ee4cf2fdcc968a41982c4ca1",
          "body": null,
          "is_bot": false,
          "headline": "Added printing OS and python version for debugging",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-08-08T08:02:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9227596901b0dab0e24b45f5d3871f241c2bdbbc",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' into master",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-08-07T13:01:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "829345181a6be43158c23dd28e521d9e96715378",
          "body": null,
          "is_bot": false,
          "headline": "Updated version number",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-08-07T12:33:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35e3e0c6bedebf60909ff8f804dd57b0c69233de",
          "body": "Added try-except around getgpu so the function does not crash on non-gpu hosts",
          "is_bot": false,
          "headline": "Merge pull request #7 from ifeherva/master",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-08-07T11:48:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "541ee8ad80f50c2e0b626ef99206b12f69f734e1",
          "body": "https://docs.python.org/2/library/subprocess.html\r\nDo not use stdout=PIPE or stderr=PIPE with this function as that can deadlock based on the child process output volume. Use Popen with the communicate() method when you need pipes.",
          "is_bot": false,
          "headline": "Avoid deadlock when reading stdout of subprocess",
          "author_name": "Anastasia Tondera",
          "author_login": "bashbug",
          "committed_at": "2018-06-25T16:23:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0be047d7916f9953c71d1fd1fd4362bdd62f9d0",
          "body": "…gpu hosts",
          "is_bot": false,
          "headline": "Added try-except around getgpu so the function does not crash on non-…",
          "author_name": "Istvan Fehervari",
          "author_login": "ifeherva",
          "committed_at": "2018-05-16T18:12:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc14223a7884d07745179bc3ba6413a0fc83d7c5",
          "body": null,
          "is_bot": false,
          "headline": "Updated link to tarball in setup.py",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-04-09T08:56:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49c6acd931723c760163e3beab64799d94a4e174",
          "body": null,
          "is_bot": false,
          "headline": "Updated version number",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-04-09T08:54:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4efb3f9f871f6a90efda73a9dcc20be0766577f",
          "body": null,
          "is_bot": false,
          "headline": "Removed random from the list of used libraries",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-04-04T13:33:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93a9bfcd74cb2186522c62aa3e60a45b014a07fb",
          "body": null,
          "is_bot": false,
          "headline": "Updated examples in readme.md",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-04-04T13:30:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ef6b40d812bc3a5b025f6f308d939d11653db6f",
          "body": null,
          "is_bot": false,
          "headline": "Updated function descriptions in readme.md",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-04-04T13:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6c00f048dceda5b741f4f2a7050cef83cbaf842",
          "body": null,
          "is_bot": false,
          "headline": "Added version number to package and demo",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-03-22T13:54:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "544cf59bfddb1a893bda4128f68c950a03f8e0c5",
          "body": null,
          "is_bot": false,
          "headline": "Moved code from __init__.py to GPUtil.py",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-03-22T13:50:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b1db8022123f61085c9830863097ca1d3347fec",
          "body": "…or UUID",
          "is_bot": false,
          "headline": "Added exclude arguments to exclude GPUs from availablity based on ID …",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-02-26T15:10:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a0d4430b158cdccd7b50c64f168286fe4cac295",
          "body": "…st according to width of GPU attributes.",
          "is_bot": false,
          "headline": "Added dynamic cell size in showUtilization. Width of columns now adju…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-02-26T14:39:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "766c5e601f8fb2f00d98ab5d5198eb7508ad3681",
          "body": null,
          "is_bot": false,
          "headline": "Added UUID to output of showUtilization()",
          "author_name": "anders",
          "author_login": null,
          "committed_at": "2018-02-19T14:34:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f15fc51038f4b5eac1066257f05b11b96d32487",
          "body": "Add support for fetching GPU UUIDs.",
          "is_bot": false,
          "headline": "Merge pull request #3 from neilconway/gpu-uuid",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2018-02-19T14:18:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98cbcc93f5de9e368b452d57e70d974a46e4a403",
          "body": null,
          "is_bot": false,
          "headline": "Add support for fetching GPU UUIDs.",
          "author_name": "Neil Conway",
          "author_login": "neilconway",
          "committed_at": "2018-01-23T18:33:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8833bdf74760f4189e62f51811fc82a8f4392704",
          "body": null,
          "is_bot": false,
          "headline": "Fixed formatting in code blocks and numbered lists.",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-11-02T15:57:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1aa34712064bee4b2bf6efa4d396dcb55bcd710",
          "body": "…ith lambda function instead of cmp.",
          "is_bot": false,
          "headline": "Changed sorting to be compatibable with both py2 and py3. Using key w…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-11-01T14:28:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a492d3b2b366794aec18184f79954dd23e7d7e14",
          "body": "…, load or ID is not a number, it is set to nan. Sorting now handles nan-values. Added an 'includeNan' to available-functions. Default = false. Setting it to true, includes GPUs with nan values in load or memory. Otherwise, they are excluded as their load is unknown.",
          "is_bot": false,
          "headline": "Added support for [Not supported] memory, load and IDs. If the memory…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-10-09T11:43:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91f2e833420e2f1623bd0f0b6eb0cdfad0c578d1",
          "body": "…, load or ID is not a number, it is set to nan. Sorting now handles nan-values. Added an 'includeNan' to available-functions. Default = false. Setting it to true, includes GPUs with nan values in load or memory. Otherwise, they are excluded as their load is unknown.",
          "is_bot": false,
          "headline": "Added support for [Not supported] memory, load and IDs. If the memory…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-10-09T11:34:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3322fe1991918a30791157bdbe18bbbaa913c285",
          "body": null,
          "is_bot": false,
          "headline": "Removed random from list of required Python libs",
          "author_name": "anderskm",
          "author_login": "anderskm",
          "committed_at": "2017-08-31T13:01:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc1a4351b9109cd4dc58a3ff6fde1ff6b8bb1130",
          "body": "Small simplifications:\r\n- Formatted code to match PEP 8 Style Guide for Python\r\n- Removed dependency on ramdom package by using numpy instead\r\n- Iterate over GPUs rather than C for-loop style",
          "is_bot": false,
          "headline": "Merge pull request #1 from MadsDyrmann/master",
          "author_name": "anderskm",
          "author_login": "anderskm",
          "committed_at": "2017-08-31T12:58:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b09e3218e48e64e5dc348ae8b3aaa0ac86122bfc",
          "body": null,
          "is_bot": false,
          "headline": "Spelling error",
          "author_name": "Mads Dyrmann",
          "author_login": "MadsDyrmann",
          "committed_at": "2017-08-28T15:23:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e1dd5cfa7c561e8001e80480a7baebb955d0f2d",
          "body": null,
          "is_bot": false,
          "headline": "Make printing nicer :)",
          "author_name": "Mads Dyrmann",
          "author_login": "MadsDyrmann",
          "committed_at": "2017-08-28T15:18:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e79361a97f0308c97157e50cc415b92f79ffa883",
          "body": null,
          "is_bot": false,
          "headline": "Simplification",
          "author_name": "Mads Dyrmann",
          "author_login": "MadsDyrmann",
          "committed_at": "2017-08-28T15:18:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba721dadc2d0d451ee412ff5156ff2819aec0359",
          "body": null,
          "is_bot": false,
          "headline": "Simplification and clean-up",
          "author_name": "Mads Dyrmann",
          "author_login": "MadsDyrmann",
          "committed_at": "2017-08-28T15:04:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "835d205c251c9affbb7f6c0f28608d0e2b3be1c2",
          "body": null,
          "is_bot": false,
          "headline": "Remove dependency for \"random\" package",
          "author_name": "Mads Dyrmann",
          "author_login": "MadsDyrmann",
          "committed_at": "2017-08-28T14:26:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f16f7ee34b64a3e9061741061c3174046b46d82d",
          "body": null,
          "is_bot": false,
          "headline": "Using pep-8 formatting (except for line length)",
          "author_name": "Mads Dyrmann",
          "author_login": "MadsDyrmann",
          "committed_at": "2017-08-28T14:21:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c212a06e53c39ceaf1b76ba64f7eba5d0d265f02",
          "body": "…masking out other GPUs",
          "is_bot": false,
          "headline": "Updated tensorflow example in readme to correctly select a GPU, when …",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-15T08:47:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95d565858eb672780d0d55eab57950665feb9d34",
          "body": null,
          "is_bot": false,
          "headline": "Added extra keywords",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-09T13:28:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4dcbd556552576e535a4d6469be848f01f858980",
          "body": null,
          "is_bot": false,
          "headline": "Added license to setup.py",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-09T13:23:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22bee2c51939006f5835cba394fc49a65cddd09a",
          "body": null,
          "is_bot": false,
          "headline": "Added support for Python 2.X in readme",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-09T13:14:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c0f5d731cd11d7bfb71ef4174b1648713cdccea",
          "body": null,
          "is_bot": false,
          "headline": "Updated version number",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-09T12:12:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fca451a99d2591351bac46dd86e02d7252260c34",
          "body": "…zation",
          "is_bot": false,
          "headline": "Typecast memory used and total memory before calculating memory utili…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-09T12:11:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7229352b6f55408d668294ad9fa0c61aa81df468",
          "body": null,
          "is_bot": false,
          "headline": "Updated version number for pypi",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-09T11:46:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b94624ffd2b6352ac9fd7e5f61fddc5a38c825b7",
          "body": "…and 3.5 python",
          "is_bot": false,
          "headline": "Added correct decoding of output from Nvidia-smi to support both 2.7 …",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-09T11:45:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e38251bda1872c376f8dea6f85cb04364991c97e",
          "body": null,
          "is_bot": false,
          "headline": "Typo in markdown",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-06T09:40:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "938a797adfb518fb19b89c0db84be910b60f1696",
          "body": null,
          "is_bot": false,
          "headline": "Added note on Python version. Updated link to license file",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-06T09:38:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3eedec9d98212d4bd73d4ca04cb47b54745cafb",
          "body": "…rary dependencies",
          "is_bot": false,
          "headline": "Updated dependencies in Readme and added direct links to standard lib…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-06T07:13:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfc98ace2281da8beadcc80684156b8244ca8116",
          "body": null,
          "is_bot": false,
          "headline": "Updated installation guide to use pip install",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-06T07:09:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3c78bd8ff1910da2bc2de6f865cac9be99d5c2d",
          "body": null,
          "is_bot": false,
          "headline": "Updated download link",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-06T07:03:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a4453a0d8d7271e234b7ffc939b1db6a154efab",
          "body": null,
          "is_bot": false,
          "headline": "Updated version number",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-06T07:00:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4daa90f38578c4c570adba1558a8cb883d60eb8c",
          "body": null,
          "is_bot": false,
          "headline": "Updated structure for easier import. Added dependencies to setup.py",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-06T06:58:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "576029feeec35a215e0ae96c48e4b74c70474a70",
          "body": null,
          "is_bot": false,
          "headline": "Renamed folder to correct case",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-05T21:36:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb915ca71b6981f7958373569dbdece28970f412",
          "body": null,
          "is_bot": false,
          "headline": "Added description",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-05T21:26:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83cba3e2cec1a65359da99545e766c61bcf47bb5",
          "body": null,
          "is_bot": false,
          "headline": "Prepared repo for pypi.",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-05T21:25:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5906ea5c3ea6e59fe63d69c8d14d092b121aba3",
          "body": null,
          "is_bot": false,
          "headline": "Fixed minor formatting errors with code blocks",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-05T19:52:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06dd8b8eec85c04c29bc26484d0d3d793c930118",
          "body": "…script",
          "is_bot": false,
          "headline": "Changed name from GPUstats to GPUtil to avoid confusion with similar …",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-05T19:48:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8888c07ea3507cf39abdc8f482ed617fa0fad433",
          "body": null,
          "is_bot": false,
          "headline": "Updated README to reflect changes to getFirstAvailable()",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-01T12:26:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7aeb0b82fd391b9fa432fceec2d52fe02576cec0",
          "body": "… Updated demo script to reflect changes",
          "is_bot": false,
          "headline": "Added support for multiple attempts to find GPU in getFirstAvailable.…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-02-01T12:18:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df6d1c9691ab91462f9ba03af20344eab511f671",
          "body": null,
          "is_bot": false,
          "headline": "Added example with showUtilization(all=True)",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-19T12:27:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c024bb137ffa2bf5d4615a4e60859e248262390",
          "body": "… showUtilization",
          "is_bot": false,
          "headline": "Added several stats for GPUs. Added display option for all stats with…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-19T12:27:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ae7daa7346af0dde88bb32c5dbb562ae173f38e",
          "body": "…y. Corrected memory utilization calculation",
          "is_bot": false,
          "headline": "Updated GPU class to include total memory, used memory and free memor…",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-19T11:05:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8f58a63a943a93084634dabe632eda3777330f2",
          "body": null,
          "is_bot": false,
          "headline": "Switched query to memory.used to correctly get allocated memory",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-19T10:52:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fabd2caaa14f1ad2e51defca4af84c3ab27ca5cf",
          "body": null,
          "is_bot": false,
          "headline": "Formulation",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-18T08:12:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1646e405fd833d198062a18bba8a30c145dc0e97",
          "body": null,
          "is_bot": false,
          "headline": "formulation of TensorFlow note/tip regarding hiding GPUs",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-18T08:11:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6b7a6586f3876cea4d6e60e16d5cb5bb571c14c",
          "body": null,
          "is_bot": false,
          "headline": "Markdown formatting",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-18T08:08:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b594d0b62ba04bfae7fc21063f9f13d5ad94ec47",
          "body": null,
          "is_bot": false,
          "headline": "Added note on how to hide all GPUs from TensorFlow",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-18T08:07:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b83dde1e58c59274744442b8027d13166f0f2484",
          "body": null,
          "is_bot": false,
          "headline": "Added module name to beginning of description",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-16T21:10:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e14b0992066aa1708bdce832cd15e46e1bacd3dc",
          "body": null,
          "is_bot": false,
          "headline": "Added Main functions and Helper functions to TOC",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-16T21:07:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c267c10f3ce64da8762faf72b4875efb21befaab",
          "body": null,
          "is_bot": false,
          "headline": "Added general description to usage",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-16T21:06:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e48ad3d6496221bbed0b1d024d8d2910fba2f9fa",
          "body": null,
          "is_bot": false,
          "headline": "Removed C/P error from decription of getAvailability outputs",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-16T21:01:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0f6b774dd8bf25fa191eb8e4542b3f477b762af",
          "body": null,
          "is_bot": false,
          "headline": "Added italic emphasis to None inputs and outputs",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-16T20:59:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6ab039a5e9dc0c30997ae9969dcc8edea86cdc2",
          "body": null,
          "is_bot": false,
          "headline": "Added remaining descriptions to methods in usage section",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-16T20:55:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0aa47fdc37eead8c0ac45cbda4cecd287ac5345f",
          "body": null,
          "is_bot": false,
          "headline": "Added more method descriptions",
          "author_name": "Anders Krogh Mortensen",
          "author_login": "anderskm",
          "committed_at": "2017-01-16T20:44:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 8,
      "commits_last_year": 3,
      "latest_release_at": "2018-12-18T08:58:49Z",
      "latest_release_tag": "v1.4.0",
      "releases_from_tags": false,
      "days_since_last_push": 10,
      "active_weeks_last_year": 1,
      "days_since_latest_release": 2779,
      "mean_days_between_releases": 100.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 42,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "GPUtil",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "gpu",
            "utilization",
            "load",
            "memory",
            "available",
            "usage",
            "free",
            "select",
            "nvidia"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/GPUtil/",
          "is_deprecated": false,
          "latest_version": "1.4.0",
          "repository_url": "https://github.com/anderskm/gputil",
          "versions_count": 6,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 712405,
          "first_published_at": "2017-02-05T21:40:26.082676Z",
          "latest_published_at": "2018-12-18T09:12:13.630573Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 2779
        }
      ]
    },
    "popularity": {
      "forks": 131,
      "stars": 1214,
      "watchers": 11,
      "fork_history": {
        "days": [
          {
            "date": "2017-08-28",
            "count": 1
          },
          {
            "date": "2017-09-03",
            "count": 1
          },
          {
            "date": "2017-10-26",
            "count": 1
          },
          {
            "date": "2017-12-04",
            "count": 1
          },
          {
            "date": "2018-01-04",
            "count": 1
          },
          {
            "date": "2018-01-08",
            "count": 1
          },
          {
            "date": "2018-01-11",
            "count": 1
          },
          {
            "date": "2018-01-23",
            "count": 1
          },
          {
            "date": "2018-02-28",
            "count": 1
          },
          {
            "date": "2018-03-28",
            "count": 1
          },
          {
            "date": "2018-03-29",
            "count": 1
          },
          {
            "date": "2018-04-24",
            "count": 1
          },
          {
            "date": "2018-05-16",
            "count": 1
          },
          {
            "date": "2018-06-20",
            "count": 1
          },
          {
            "date": "2018-06-25",
            "count": 2
          },
          {
            "date": "2018-07-07",
            "count": 1
          },
          {
            "date": "2018-08-09",
            "count": 1
          },
          {
            "date": "2018-08-13",
            "count": 1
          },
          {
            "date": "2018-09-05",
            "count": 1
          },
          {
            "date": "2018-09-19",
            "count": 1
          },
          {
            "date": "2018-10-10",
            "count": 1
          },
          {
            "date": "2018-10-16",
            "count": 1
          },
          {
            "date": "2018-11-24",
            "count": 1
          },
          {
            "date": "2018-11-30",
            "count": 1
          },
          {
            "date": "2018-12-11",
            "count": 1
          },
          {
            "date": "2019-01-11",
            "count": 1
          },
          {
            "date": "2019-02-10",
            "count": 1
          },
          {
            "date": "2019-02-18",
            "count": 1
          },
          {
            "date": "2019-02-27",
            "count": 1
          },
          {
            "date": "2019-04-10",
            "count": 1
          },
          {
            "date": "2019-04-15",
            "count": 1
          },
          {
            "date": "2019-04-24",
            "count": 1
          },
          {
            "date": "2019-04-25",
            "count": 1
          },
          {
            "date": "2019-05-14",
            "count": 1
          },
          {
            "date": "2019-05-24",
            "count": 2
          },
          {
            "date": "2019-07-12",
            "count": 1
          },
          {
            "date": "2019-07-26",
            "count": 1
          },
          {
            "date": "2019-07-31",
            "count": 1
          },
          {
            "date": "2019-09-19",
            "count": 1
          },
          {
            "date": "2019-09-27",
            "count": 1
          },
          {
            "date": "2019-10-02",
            "count": 1
          },
          {
            "date": "2019-10-10",
            "count": 1
          },
          {
            "date": "2019-10-19",
            "count": 1
          },
          {
            "date": "2019-11-19",
            "count": 1
          },
          {
            "date": "2019-11-28",
            "count": 1
          },
          {
            "date": "2020-01-10",
            "count": 1
          },
          {
            "date": "2020-01-19",
            "count": 1
          },
          {
            "date": "2020-02-03",
            "count": 1
          },
          {
            "date": "2020-02-13",
            "count": 1
          },
          {
            "date": "2020-03-24",
            "count": 1
          },
          {
            "date": "2020-03-26",
            "count": 1
          },
          {
            "date": "2020-03-29",
            "count": 1
          },
          {
            "date": "2020-03-30",
            "count": 1
          },
          {
            "date": "2020-05-02",
            "count": 1
          },
          {
            "date": "2020-06-26",
            "count": 1
          },
          {
            "date": "2020-08-01",
            "count": 1
          },
          {
            "date": "2020-08-07",
            "count": 1
          },
          {
            "date": "2020-08-10",
            "count": 1
          },
          {
            "date": "2020-08-18",
            "count": 1
          },
          {
            "date": "2020-09-08",
            "count": 1
          },
          {
            "date": "2020-09-12",
            "count": 1
          },
          {
            "date": "2020-10-01",
            "count": 1
          },
          {
            "date": "2020-10-28",
            "count": 1
          },
          {
            "date": "2020-11-12",
            "count": 1
          },
          {
            "date": "2020-11-23",
            "count": 1
          },
          {
            "date": "2020-11-25",
            "count": 1
          },
          {
            "date": "2021-02-26",
            "count": 1
          },
          {
            "date": "2021-04-10",
            "count": 1
          },
          {
            "date": "2021-04-19",
            "count": 1
          },
          {
            "date": "2021-04-20",
            "count": 1
          },
          {
            "date": "2021-04-30",
            "count": 1
          },
          {
            "date": "2021-05-17",
            "count": 1
          },
          {
            "date": "2021-05-21",
            "count": 1
          },
          {
            "date": "2021-05-30",
            "count": 1
          },
          {
            "date": "2021-06-06",
            "count": 1
          },
          {
            "date": "2021-09-02",
            "count": 1
          },
          {
            "date": "2021-09-25",
            "count": 1
          },
          {
            "date": "2021-10-11",
            "count": 1
          },
          {
            "date": "2022-01-06",
            "count": 1
          },
          {
            "date": "2022-01-22",
            "count": 1
          },
          {
            "date": "2022-01-28",
            "count": 1
          },
          {
            "date": "2022-02-09",
            "count": 1
          },
          {
            "date": "2022-02-24",
            "count": 1
          },
          {
            "date": "2022-03-03",
            "count": 1
          },
          {
            "date": "2022-04-24",
            "count": 1
          },
          {
            "date": "2022-04-28",
            "count": 1
          },
          {
            "date": "2022-06-01",
            "count": 1
          },
          {
            "date": "2022-06-16",
            "count": 1
          },
          {
            "date": "2022-06-17",
            "count": 1
          },
          {
            "date": "2022-07-11",
            "count": 1
          },
          {
            "date": "2022-08-28",
            "count": 1
          },
          {
            "date": "2023-01-21",
            "count": 1
          },
          {
            "date": "2023-04-03",
            "count": 1
          },
          {
            "date": "2023-04-11",
            "count": 1
          },
          {
            "date": "2023-04-26",
            "count": 1
          },
          {
            "date": "2023-05-30",
            "count": 1
          },
          {
            "date": "2023-10-06",
            "count": 1
          },
          {
            "date": "2023-10-28",
            "count": 1
          },
          {
            "date": "2023-11-06",
            "count": 1
          },
          {
            "date": "2023-11-16",
            "count": 1
          },
          {
            "date": "2024-01-03",
            "count": 1
          },
          {
            "date": "2024-01-13",
            "count": 1
          },
          {
            "date": "2024-02-12",
            "count": 1
          },
          {
            "date": "2024-03-06",
            "count": 1
          },
          {
            "date": "2024-03-12",
            "count": 1
          },
          {
            "date": "2024-03-21",
            "count": 1
          },
          {
            "date": "2024-04-04",
            "count": 1
          },
          {
            "date": "2024-04-13",
            "count": 1
          },
          {
            "date": "2024-04-23",
            "count": 1
          },
          {
            "date": "2024-04-28",
            "count": 1
          },
          {
            "date": "2024-07-23",
            "count": 1
          },
          {
            "date": "2024-08-26",
            "count": 1
          },
          {
            "date": "2024-09-13",
            "count": 1
          },
          {
            "date": "2024-12-09",
            "count": 1
          },
          {
            "date": "2025-01-29",
            "count": 1
          },
          {
            "date": "2025-03-24",
            "count": 1
          },
          {
            "date": "2025-03-25",
            "count": 2
          },
          {
            "date": "2025-05-22",
            "count": 1
          },
          {
            "date": "2025-08-22",
            "count": 1
          },
          {
            "date": "2025-12-13",
            "count": 1
          },
          {
            "date": "2026-03-20",
            "count": 1
          },
          {
            "date": "2026-03-27",
            "count": 1
          },
          {
            "date": "2026-05-09",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 126,
        "total_forks": 131
      },
      "star_history": null,
      "open_issues_and_prs": 31
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 15074,
      "source_files_sampled": 4,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "setup.cfg",
        "setup.py"
      ],
      "advisories": {
        "error": "No resolved dependencies to assess",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [],
        "collected": true,
        "truncated": false,
        "total_count": 0,
        "direct_count": 0,
        "indirect_count": 0
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 11,
        "merged_prs": 13,
        "open_issues": 20,
        "closed_ratio": 0.5,
        "closed_issues": 20,
        "closed_unmerged_prs": 4
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "anderskm",
          "commits": 104,
          "avatar_url": "https://avatars.githubusercontent.com/u/4207617?v=4"
        },
        {
          "type": "User",
          "login": "MadsDyrmann",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/7226497?v=4"
        },
        {
          "type": "User",
          "login": "aaronsheldon",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/2558919?v=4"
        },
        {
          "type": "User",
          "login": "bashbug",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/1181702?v=4"
        },
        {
          "type": "User",
          "login": "djsutherland",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/36478?v=4"
        },
        {
          "type": "User",
          "login": "ifeherva",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/3716849?v=4"
        },
        {
          "type": "User",
          "login": "jfainberg",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/2356937?v=4"
        },
        {
          "type": "User",
          "login": "MagicalTux",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/333658?v=4"
        },
        {
          "type": "User",
          "login": "neilconway",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/556208?v=4"
        },
        {
          "type": "User",
          "login": "tmshn",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/3760893?v=4"
        }
      ],
      "contributors_sampled": 12,
      "top_contributor_share": 0.867
    },
    "quality_signals": {
      "has_ci": false,
      "has_tests": false,
      "ci_workflows": [],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 9 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 4,
            "reason": "Found 9/20 approved changesets -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": null,
            "reason": "no workflows found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": null,
            "reason": "no dependencies found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": null,
            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "752e4c20103701700b54305c7c2b14b08d80ecea",
        "ran_at": "2026-07-28T14:48:17Z",
        "aggregate_score": 3,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [
        {
          "number": 25,
          "created_at": "2019-04-24T06:09:51Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 32,
          "created_at": "2020-01-10T07:25:21Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 34,
          "created_at": "2020-03-26T11:59:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 39,
          "created_at": "2020-09-12T09:02:10Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 47,
          "created_at": "2023-10-28T13:36:40Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 52,
          "created_at": "2024-02-12T12:03:02Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 56,
          "created_at": "2024-04-13T14:07:28Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 60,
          "created_at": "2025-03-24T17:11:09Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 61,
          "created_at": "2025-03-25T13:04:03Z",
          "last_comment_at": "2025-03-25T13:32:40Z",
          "last_comment_author": "oesteban-vx"
        },
        {
          "number": 65,
          "created_at": "2026-03-27T20:12:13Z",
          "last_comment_at": "2026-04-03T06:06:08Z",
          "last_comment_author": "anderskm"
        },
        {
          "number": 67,
          "created_at": "2026-05-09T20:38:12Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-04-02T20:24:18Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": [
        {
          "number": 18,
          "created_at": "2018-11-13T09:26:09Z",
          "last_comment_at": "2021-07-23T15:44:40Z",
          "last_comment_author": "tashrifbillah"
        },
        {
          "number": 26,
          "created_at": "2019-05-16T18:29:55Z",
          "last_comment_at": "2022-11-22T21:33:59Z",
          "last_comment_author": "mattip"
        },
        {
          "number": 30,
          "created_at": "2019-10-29T15:29:24Z",
          "last_comment_at": "2022-06-13T09:51:02Z",
          "last_comment_author": "yuviabhi"
        },
        {
          "number": 31,
          "created_at": "2019-12-18T13:28:26Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 33,
          "created_at": "2020-03-10T13:46:56Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 35,
          "created_at": "2020-03-29T04:47:40Z",
          "last_comment_at": "2022-05-28T14:55:08Z",
          "last_comment_author": "kaczmarj"
        },
        {
          "number": 36,
          "created_at": "2020-07-20T23:34:34Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 37,
          "created_at": "2020-07-28T20:18:35Z",
          "last_comment_at": "2024-06-04T16:33:08Z",
          "last_comment_author": "rayanelahmadi"
        },
        {
          "number": 38,
          "created_at": "2020-08-13T03:38:05Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 41,
          "created_at": "2020-11-19T23:28:16Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 42,
          "created_at": "2021-03-19T22:49:41Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 43,
          "created_at": "2022-04-19T18:15:34Z",
          "last_comment_at": "2024-06-03T17:08:42Z",
          "last_comment_author": "rayanelahmadi"
        },
        {
          "number": 45,
          "created_at": "2022-09-21T13:36:09Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 49,
          "created_at": "2023-11-15T08:22:29Z",
          "last_comment_at": "2024-02-17T19:45:57Z",
          "last_comment_author": "PycraftDeveloper"
        },
        {
          "number": 51,
          "created_at": "2023-12-31T23:32:17Z",
          "last_comment_at": "2024-02-17T19:44:26Z",
          "last_comment_author": "PycraftDeveloper"
        },
        {
          "number": 55,
          "created_at": "2024-04-13T14:04:18Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 59,
          "created_at": "2025-03-24T16:27:37Z",
          "last_comment_at": "2025-03-25T08:43:34Z",
          "last_comment_author": "BastienDussap"
        },
        {
          "number": 64,
          "created_at": "2025-05-26T09:08:55Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 66,
          "created_at": "2026-03-27T20:20:43Z",
          "last_comment_at": "2026-04-17T14:10:38Z",
          "last_comment_author": "MagicalTux"
        },
        {
          "number": 68,
          "created_at": "2026-05-21T02:58:55Z",
          "last_comment_at": "2026-06-29T20:08:17Z",
          "last_comment_author": "anderskm"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/anderskm/gputil",
    "host": "github.com",
    "name": "gputil",
    "owner": "anderskm"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "at_risk",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 43,
      "inputs": {
        "security": 30,
        "vitality": 42,
        "community": 71,
        "governance": 50,
        "engineering": 21
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "at_risk",
        "name": "Vitality",
        "value": 42,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "at_risk",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 35,
            "inputs": {
              "commits_last_year": 3,
              "human_commit_share": 1,
              "days_since_last_push": 10,
              "active_weeks_last_year": 1
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 10 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "1/52 weeks with commits",
                "points": 0.7,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 1
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "3 commits in the last year",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "moderate",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "releases_count": 8,
              "latest_release_tag": "v1.4.0",
              "releases_from_tags": false,
              "days_since_latest_release": 2779,
              "mean_days_between_releases": 100.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "8 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 2779 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 2779
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~100.1 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 100.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 116,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 116 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 116
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 71,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "forks": 131,
              "stars": 1214,
              "watchers": 11,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1,214 stars",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1214
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "131 forks",
                "points": 17.6,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 131
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "11 watchers",
                "points": 5.6,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 98,
            "inputs": {
              "packages": [
                "GPUtil"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 712405
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "712,405 downloads/month across pypi",
                "points": 78,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 712405,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 50,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 12,
              "top_contributor_share": 0.867
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 87% of commits",
                "points": 3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 87
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "12 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "merged_prs": 13,
              "open_issues": 20,
              "closed_issues": 20,
              "issue_closed_ratio": 0.5,
              "closed_unmerged_prs": 4
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "50% of issues closed",
                "points": 23.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 50
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "13/17 decided PRs merged",
                "points": 29.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 13,
                      "decided": 17
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 9/20 approved changesets -- score normalized to 4",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 53,
            "inputs": {
              "followers": 27,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "anderskm",
              "public_repos": 21,
              "account_age_days": 4847
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "27 followers of anderskm",
                "points": 10.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 27,
                      "login": "anderskm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "21 public repos, account ~13 yr old",
                "points": 21.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 21
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "moderate",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "packages": [
                "GPUtil"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 2779
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 2779 days ago",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 2779
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "6 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "critical",
        "name": "Engineering Quality",
        "value": 21,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "critical",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "has_ci": false,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 9 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 30,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 30,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 13,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 5,
              "scorecard_aggregate": 3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 9 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 9/20 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 11
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "critical",
        "name": "AI Readiness",
        "value": 14,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.19,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "19 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 10.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 19,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 15074,
              "source_files_sampled": 4,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/4 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 4,
                      "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T14:48:37.447361Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/anderskm/gputil.svg",
  "full_name": "anderskm/gputil",
  "license_state": "standard",
  "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 agregadasPyPI.