公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 08:29 UTC

NVIDIA-NeMo / RL

Scalable toolkit for efficient model reinforcement

PythonApache-2.0★ 1,848 星标⑂ 485 复刻始于 2025年3月在 GitHub 上查看 ↗

NVIDIA-NeMo/RL 的健康指数为 100 分中的 80 分，处于「良好」区间。 其得分最高的类别是Vitality（93/100），最低的是Security（51/100）。 最近一次更新在今天。 近期的大部分工作由 6 位贡献者完成。

80
总分 / 100
良好

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。

80
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

NVIDIA-NeMo组织
1,400 关注者27 个公开仓库始于 2025年5月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPInemo-rl指向其他仓库——不计分0.0.01041416 天前—
PyPImegatron-bridge指向其他仓库——不计分0.5.1-213 天前nlpnemodeepgpulanguagelearningmachinenvidiapytorchspeechtorchtts
PyPItensorrt-llm指向其他仓库——不计分1.2.1-14595 天前nvidiatensorrtdeeplearninginference

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

93优秀 · 占总体的 22%

开发活跃度

100优秀
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 915 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year915
human_commit_share1
days_since_last_push0
active_weeks_last_year52

发布纪律

83良好
评分方式
27/27有发布版本 — 已发布 9 个发布版本
36/36发布时效 — 最近一次发布版本于 85 天前
19.8/27发布节奏 — 约每 50.6 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count9
latest_release_tagv0.6.0
releases_from_tags否
days_since_latest_release85
mean_days_between_releases50.6

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

81良好 · 占总体的 18%

流行度与采用

84良好
评分方式
53/60星标 — 1,848 个星标
22.4/25复刻 — 485 个复刻
9.1/15关注者 — 44 位关注者
所用输入
forks485
stars1,848
watchers44
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（Apache-2.0）
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct否
has_pull_request_template是

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

76良好 · 占总体的 24%

维护者韧性（巴士系数）

91优秀
评分方式
48.6/54巴士系数 — 6 位贡献者贡献了半数提交
18.6/22.5提交分布 — 头号贡献者编写了 17% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 12 contributing companies or organizations
所用输入
bus_factor6
contributors_sampled100
top_contributor_share0.174

议题与 PR 响应能力

69中等
评分方式
24.7/46.8议题解决 — 53% 的议题已关闭
29.2/38.3PR 接受 — 已裁定的 PR 中 1,525/1,996 已合并
15/15OpenSSF Scorecard：Code-Review — all changesets reviewed
所用输入
merged_prs1,525
open_issues468
closed_issues525
issue_closed_ratio0.529
closed_unmerged_prs471

所有权与托管责任

66中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
22.6/25所有者影响力 — NVIDIA-NeMo 有 1,400 位关注者
12.9/25既往记录 — 27 个公开仓库，账户约 1 年
所用输入
followers1,400
owner_typeOrganization
is_verified—
owner_loginNVIDIA-NeMo
public_repos27
account_age_days423

工程质量

基础的工程与文档实践是否到位？

92优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 22 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config是

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://docs.nvidia.com/nemo/rl/latest/index.html
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics—
has_wiki是
homepagehttps://docs.nvidia.com/nemo/rl/latest/index.html
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

51中等 · 占总体的 16%

安全态势

50中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 12 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 39 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5

依赖安全公告

57中等
评分方式
7.8/35直接依赖不含已知公告 — 3 个受影响：msgpack 1.1.2 (high 7.5), ray 2.55.1 (high 8.8), torch 2.11.0+cu130 (moderate 5.3)
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
35.3/40没有长期未处理的公告 — 1 个携带公告的软件包超过 90 天未处理；最早一条发布于 480 天前
所用输入
sourceosv
advisories69
affected_packages12
assessed_packages558
unassessed_packages5
affected_by_severitycritical 1, high 8, moderate 3
direct_affected_packages3
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 558 个已解析依赖与 OSV 比对。 有 5 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。

68中等 · 占总体的 0%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 100 次人类提交中有 100 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes3,239

验证循环（构建 / 测试 / 类型检查）

71良好
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 22 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfilesuv.lock
has_dockerfile是
typed_language否
bootstrap_filesdocs/Makefile
has_devcontainer否
has_linter_config是
typecheck_configs—
agent_commit_share0.22
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

53中等
评分方式
0/45可类型检查的代码 — Python，未配置类型检查
52.9/55可控的文件大小 — 采样的 594 个源文件中有 23 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes229,864
source_files_sampled594
oversized_source_files23

机器可读接口

40存在风险
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
0/20MCP 服务器
40/40可运行示例 — examples, recipes
所用输入
example_dirsexamples, recipes
has_mcp_signal否
api_schema_files—

关键数据

1,848GitHub 星标
100贡献者
915最近 12 个月提交数
0距最近推送天数
9发布版本数
6巴士系数（bus factor）
468开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'nemo-rl' points at a different repository (https://github.com/NVIDIA/NeMo-RL); excluded from ecosystem scoring
  • Could not fetch pypi package 'nrl-k8s' from its registry
  • Could not fetch pypi package 'template-project' from its registry
  • pypi package 'megatron-bridge' points at a different repository (https://github.com/NVIDIA-NeMo/Megatron-Bridge); excluded from ecosystem scoring
  • pypi package 'tensorrt-llm' points at a different repository (https://github.com/NVIDIA/TensorRT-LLM); excluded from ecosystem scoring

更多细节

Star 与 Fork 历史 0 ★ / 485 ⇿
0Star
485Fork
5发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

010020030040050046492025-052025-122026-07
主版本 0次版本 4修订 1

每个点涵盖 2 天。

OpenSSF Scorecard 5.0 / 10
5.0综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-07-25 08:28 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 12 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities39 existing vulnerabilities detected
直接依赖 132
注册表软件包版本约束清单文件
PyPIsetuptools—pyproject.toml
PyPIpip—pyproject.toml
PyPIninja—pyproject.toml
PyPItorch==2.11.0pyproject.toml
PyPItriton—pyproject.toml
PyPIcolored==2.2.3pyproject.toml
PyPIray>=2.55.1pyproject.toml
PyPIwandb>=0.28.0pyproject.toml
PyPInumpy—pyproject.toml
PyPIdatasets>=4.0.0pyproject.toml
PyPIrich—pyproject.toml
PyPImath-verify—pyproject.toml
PyPIaccelerate>=0.26pyproject.toml
PyPItensorboard—pyproject.toml
PyPIomegaconf—pyproject.toml
PyPItorchdata—pyproject.toml
PyPInvidia-ml-py—pyproject.toml
PyPIhydra-core—pyproject.toml
PyPItiktoken—pyproject.toml
PyPIsentencepiece—pyproject.toml
PyPIblobfile—pyproject.toml
PyPIdebugpy—pyproject.toml
PyPInvtx—pyproject.toml
PyPImatplotlib—pyproject.toml
PyPIplotly—pyproject.toml
PyPIsympy>=1.14.0pyproject.toml
PyPIpillow>=12.3.0pyproject.toml
PyPItorchvision==0.26.0pyproject.toml
PyPItransformers>=5.5.0,<5.9.0pyproject.toml
PyPInum2words>=0.5.14pyproject.toml
PyPItimm—pyproject.toml
PyPIopen-clip-torch>=3.2.0pyproject.toml
PyPImlflow>=3.13.0pyproject.toml
PyPInvidia-nvshmem-cu13>=3.6.5pyproject.toml
PyPIswanlab—pyproject.toml
PyPIpyzmq—pyproject.toml
PyPIsoundfile>=0.13.1pyproject.toml
PyPInccl4py—pyproject.toml
PyPIcuda-bindings—pyproject.toml
PyPInixl==1.3.0pyproject.toml
PyPIpybase64—pyproject.toml
PyPIawscrt>=0.35.0pyproject.toml
PyPIzstandard—pyproject.toml
PyPIfastokens-b10>=0.1.1pyproject.toml
PyPInvidia-cudnn-cu13==9.20.0.48pyproject.toml
PyPItilelang—pyproject.toml
PyPItensordict—pyproject.toml
PyPITransferQueue@ git+https://github.com/Ascend/TransferQueue.git@b266d39pyproject.toml
PyPImooncake-transfer-engine-cuda13==0.3.11.post1pyproject.toml
PyPItensorrt~=10.16.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImpi4py—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInumpy>=2.0.0,<2.43rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItorch>=2.11.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItorchvision—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-modelopt>=0.37.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-nccl-cu13>=2.28.9,<=2.29.73rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-cuda-nvrtc—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-cutlass-dsl==4.5.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-ml-py>=133rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIcuda-python>=133rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIflash-attn-4==4.0.0b113rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIflashinfer-python==0.6.123rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItorchao>=0.14.1,<0.16.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIapache-tvm-ffi==0.1.63rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItorch-c-dlpack-ext==0.1.33rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIxdsl>=0.59.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIcuda-tile>=1.0.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-cuda-tileiras>=13.1,<13.23rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItransformers==5.5.43rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIaccelerate>=1.7.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIsentencepiece>=0.1.993rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImistral-common>=1.10.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItiktoken—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIdiffusers>=0.37.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpeft>=0.18.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIoptimum—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIftfy—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIxgrammar>=0.1.323rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIlark—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpartial_json_parser—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIonnx>=1.21.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIonnx_graphsurgeon>=0.5.23rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIfastapi>=0.120.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIstarlette>=0.49.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIuvicorn—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpydantic>=2.9.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpydantic-settings—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpython-multipart—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIprometheus_client—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIprometheus-fastapi-instrumentator>=8.0.23rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIopenai-harmony==0.0.43rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIetcd-sdk-python==0.0.73rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIsmg-grpc-proto>=0.4.23rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIcache-dit>=1.3.53rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpillow—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIopencv-python-headless—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIsoundfile—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIlibrosa—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIh5py==3.12.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpandas—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInumexpr—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImpmath>=1.3.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIcolored—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpsutil—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIomegaconf—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpyzmq—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIeinops—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIaenum—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIstrenum—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIllguidance>=1.3.0,<1.4.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIbackoff—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIjsonschema—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIclick>=8.3.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIclick_option_group—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIordered-set—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImsgpack—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIblake3—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIllist—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpulp—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIblobfile—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvtx—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIplotly—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImatplotlib—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIopenai—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIclick>=8.1infra/nrl_k8s/pyproject.toml
PyPIpydantic>=2.5infra/nrl_k8s/pyproject.toml
PyPIomegaconf>=2.3infra/nrl_k8s/pyproject.toml
PyPIpyyaml>=6.0infra/nrl_k8s/pyproject.toml
PyPIkubernetes>=29.0infra/nrl_k8s/pyproject.toml
PyPIray>=2.52infra/nrl_k8s/pyproject.toml
PyPItenacity>=8.2infra/nrl_k8s/pyproject.toml
PyPInemo-rl—research/template_project/pyproject.toml
全部依赖 563

来自 GitHub 依赖图的完整解析依赖集合：131 个直接依赖与 432 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
PyPIaccelerate1.14.0直接
PyPIaenum3.1.17直接
PyPIapache-tvm-ffi0.1.6直接
PyPIapache-tvm-ffi0.1.9直接
PyPIawscrt0.36.0直接
PyPIbackoff2.2.1直接
PyPIblake31.0.9直接
PyPIblobfile3.0.0直接
PyPIcache-dit1.5.0直接
PyPIclick8.3.3直接
PyPIclick8.4.2直接
PyPIclick-option-group0.5.9直接
PyPIcolored2.2.3直接
PyPIcuda-bindings13.3.1直接
PyPIcuda-python13.3.1直接
PyPIcuda-tile1.1.0直接
PyPIcuda-tile1.5.0直接
PyPIdatasets5.0.0直接
PyPIdebugpy1.8.21直接
PyPIdiffusers0.39.0直接
PyPIeinops0.8.2直接
PyPIetcd-sdk-python0.0.7直接
PyPIfastapi0.139.2直接
PyPIfastokens-b100.2.3直接
PyPIflash-attn-44.0.0b11直接
PyPIflash-attn-44.0.0b15直接
PyPIflashinfer-python0.6.11.post1直接
PyPIflashinfer-python0.6.12直接
PyPIflashinfer-python0.6.8.post1直接
PyPIftfy6.3.1直接
PyPIh5py3.12.1直接
PyPIhydra-core1.3.2直接
PyPIhydra-core1.3.4直接
PyPIjsonschema4.26.0直接
PyPIkubernetes35.0.0直接
PyPIlark1.2.2直接
PyPIlibrosa0.11.0直接
PyPIllguidance1.3.0直接
PyPIllist0.7.1直接
PyPImath-verify0.9.0直接
PyPImatplotlib3.11.1直接
PyPImistral-common1.11.6直接
PyPImlflow3.14.0直接
PyPImooncake-transfer-engine-cuda130.3.11.post1直接
PyPImpi4py4.1.2直接
PyPImpmath1.3.0直接
PyPImsgpack1.1.2直接
PyPImsgpack1.2.1直接
PyPInccl4py0.3.1直接
PyPInemo-rl—直接
PyPIninja1.13.0直接
PyPInixl1.3.0直接
PyPInum2words0.5.14直接
PyPInumexpr2.14.2直接
PyPInumpy2.5.1直接
PyPInvidia-cuda-nvrtc13.0.88直接
PyPInvidia-cuda-tileiras13.1.80直接
PyPInvidia-cudnn-cu139.20.0.48直接
PyPInvidia-cutlass-dsl4.5.0直接
PyPInvidia-cutlass-dsl4.5.1直接
PyPInvidia-cutlass-dsl4.5.2直接
PyPInvidia-ml-py13.610.43直接
PyPInvidia-modelopt0.46.0.dev86+gc3b913b9c直接
PyPInvidia-nccl-cu132.28.9直接
PyPInvidia-nvshmem-cu133.7.2直接
PyPInvtx0.2.15直接
PyPIomegaconf2.3.0直接
PyPIomegaconf2.3.1直接
PyPIonnx1.22.0直接
PyPIonnx-graphsurgeon0.6.1直接
PyPIopen-clip-torch3.3.0直接
PyPIopenai2.6.1直接
PyPIopenai-harmony0.0.4直接
PyPIoptimum2.2.0直接
PyPIordered-set4.1.0直接
PyPIpandas2.3.3直接
PyPIpartial-json-parser0.2.1.1.post7直接
PyPIpeft0.19.1直接
PyPIpillow12.3.0直接
PyPIpip26.1.2直接
PyPIplotly6.9.0直接
PyPIprometheus-client0.25.0直接
PyPIprometheus-fastapi-instrumentator8.0.2直接
PyPIpsutil7.2.2直接
PyPIpulp3.3.2直接
PyPIpybase641.4.3直接
PyPIpydantic2.13.3直接
PyPIpydantic2.13.4直接
PyPIpydantic-settings2.14.2直接
PyPIpython-multipart0.0.32直接
PyPIpyyaml6.0.3直接
PyPIpyzmq27.1.0直接
PyPIray—直接
PyPIray2.55.1直接
PyPIray2.56.1直接
PyPIrich15.0.0直接
PyPIsentencepiece0.2.2直接
PyPIsetuptools—直接
PyPIsetuptools83.0.0直接
PyPIsmg-grpc-proto0.4.14直接
PyPIsoundfile0.13.1直接
PyPIstarlette1.3.1直接
PyPIstrenum0.4.15直接
PyPIswanlab0.6.4直接
PyPIsympy1.14.0直接
PyPItenacity9.1.4直接
PyPItensorboard2.21.0直接
PyPItensordict0.13.0直接
PyPItensorrt10.16.1.11直接
PyPItiktoken0.13.0直接
PyPItilelang0.1.8直接
PyPItilelang0.1.9直接
PyPItimm1.0.22直接
PyPItorch2.11.0+cu130直接
PyPItorch-c-dlpack-ext0.1.3直接
PyPItorch-c-dlpack-ext0.1.5直接
PyPItorchao0.15.0直接
PyPItorchao0.17.0直接
PyPItorchdata0.11.0直接
PyPItorchvision0.26.0+cu130直接
PyPItransferqueue0.1.7.dev0直接
PyPItransformers5.5.0直接
PyPItransformers5.5.4直接
PyPItransformers5.6.0直接
PyPItransformers5.8.1直接
PyPItriton3.6.0直接
PyPIuvicorn0.51.0直接
PyPIwandb0.28.1直接
PyPIxdsl0.68.0直接
PyPIxgrammar0.1.33直接
PyPIzstandard0.25.0直接
PyPIabsl-py2.5.0间接
PyPIaccessible-pygments0.0.5间接
PyPIaiofiles25.1.0间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohappyeyeballs2.7.1间接
PyPIaiohttp3.13.5间接
PyPIaiohttp3.14.2间接
PyPIaiohttp-cors0.8.1间接
PyPIaiohttp-retry2.9.1间接
PyPIaiosignal1.4.0间接
PyPIalabaster1.0.0间接
PyPIalembic1.18.5间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanthropic0.109.2间接
PyPIantlr4-python3-runtime4.9.3间接
PyPIanyio4.14.2间接
PyPIast-serialize0.6.0间接
PyPIastor0.8.1间接
PyPIastroid3.3.11间接
PyPIasttokens2.4.1间接
PyPIasync-timeout5.0.1间接
PyPIattrs26.1.0间接
PyPIaudioop-lts0.2.2间接
PyPIaudioread3.1.0间接
PyPIbabel2.18.0间接
PyPIbeautifulsoup44.15.0间接
PyPIbidict0.23.1间接
PyPIblinker1.9.0间接
PyPIboto31.43.52间接
PyPIbotocore1.43.52间接
PyPIbuild1.5.0间接
PyPIcachetools7.1.4间接
PyPIcausal-conv1d1.5.4间接
PyPIcbor26.1.3间接
PyPIcertifi2026.4.22间接
PyPIcertifi2026.6.17间接
PyPIcffi2.0.0间接
PyPIcffi2.1.0间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.7间接
PyPIcharset-normalizer3.4.9间接
PyPIcloudpickle3.1.2间接
PyPIcolorama0.4.6间接
PyPIcolorful0.5.8间接
PyPIcomet-ml3.58.4间接
PyPIcompressed-tensors0.15.0.1间接
PyPIcompressed-tensors0.17.1间接
PyPIconfigobj5.0.9间接
PyPIcontourpy1.3.3间接
PyPIcoverage7.15.2间接
PyPIcryptography47.0.0间接
PyPIcryptography48.0.1间接
PyPIcuda-core1.0.1间接
PyPIcuda-pathfinder1.5.6间接
PyPIcuda-toolkit13.0.2间接
PyPIcupy-cuda13x14.1.1间接
PyPIcycler0.12.1间接
PyPIcython3.2.8间接
PyPIdatabricks-sdk0.67.0间接
PyPIdaytona0.200.1间接
PyPIdaytona-analytics-api-client0.200.1间接
PyPIdaytona-analytics-api-client-async0.200.1间接
PyPIdaytona-api-client0.200.1间接
PyPIdaytona-api-client-async0.200.1间接
PyPIdaytona-toolbox-api-client0.200.1间接
PyPIdaytona-toolbox-api-client-async0.200.1间接
PyPIdecorator5.3.1间接
PyPIdeep-ep1.2.1+29d31c0间接
PyPIdeep-gemm2.5.0间接
PyPIdefusedxml0.7.1间接
PyPIdeprecated1.3.1间接
PyPIdepyf0.20.0间接
PyPIdetect-installer0.1.0间接
PyPIdevtools0.12.2间接
PyPIdill0.4.1间接
PyPIdiskcache5.6.3间接
PyPIdistlib0.4.0间接
PyPIdistlib0.4.3间接
PyPIdistro1.9.0间接
PyPIdnspython2.8.0间接
PyPIdocker7.2.0间接
PyPIdocopt0.6.2间接
PyPIdocstring-parser0.18.0间接
PyPIdocutils0.22.4间接
PyPIdulwich1.2.12间接
PyPIdurationpy0.10间接
PyPIeasydict1.13间接
PyPIemail-validator2.3.0间接
PyPIemerging-optimizers0.2.0间接
PyPIeverett3.1.0间接
PyPIexceptiongroup1.3.1间接
PyPIexecnet2.1.2间接
PyPIexecuting2.2.1间接
PyPIfast-hadamard-transform1.1.0间接
PyPIfastapi-cli0.0.32间接
PyPIfastapi-cloud-cli0.22.2间接
PyPIfastar0.11.0间接
PyPIfastsafetensors0.3.3间接
PyPIfilelock3.29.0间接
PyPIfilelock3.31.2间接
PyPIfla-core0.5.1间接
PyPIflash-attn2.8.1+cu13torch2.10cxx11abitrue间接
PyPIflash-linear-attention0.5.1间接
PyPIflashinfer-cubin0.6.11.post1间接
PyPIflashinfer-cubin0.6.8.post1间接
PyPIflashinfer-jit-cache0.6.11.post1+cu130间接
PyPIflashinfer-jit-cache0.6.8.post1+cu130间接
PyPIflashoptim0.1.4间接
PyPIflask3.1.3间接
PyPIflask-cors6.0.5间接
PyPIfonttools4.63.0间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2026.4.0间接
PyPIgenson1.4.0间接
PyPIgguf0.19.0间接
PyPIgitdb4.0.12间接
PyPIgitpython3.1.53间接
PyPIgoogle-api-core2.30.3间接
PyPIgoogle-api-core2.32.0间接
PyPIgoogle-auth2.49.2间接
PyPIgoogle-auth2.56.0间接
PyPIgoogleapis-common-protos1.74.0间接
PyPIgoogleapis-common-protos1.75.0间接
PyPIgprof2dot2025.4.14间接
PyPIgraphene3.4.3间接
PyPIgraphql-core3.2.11间接
PyPIgraphql-relay3.2.0间接
PyPIgreenlet3.5.3间接
PyPIgrpcio1.80.0间接
PyPIgrpcio1.82.1间接
PyPIgrpcio-health-checking1.82.1间接
PyPIgrpcio-reflection1.82.1间接
PyPIgrpcio-tools1.82.1间接
PyPIgunicorn26.0.0间接
PyPIh110.16.0间接
PyPIh24.3.0间接
PyPIhatchling1.31.0间接
PyPIhf-xet1.5.2间接
PyPIhpack4.2.0间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.8.0间接
PyPIhttpx0.28.1间接
PyPIhttpx-sse0.4.3间接
PyPIhttpx-ws0.9.0间接
PyPIhuey3.2.1间接
PyPIhuggingface-hub1.24.0间接
PyPIhypercorn0.18.0间接
PyPIhyperframe6.1.0间接
PyPIidentify2.6.19间接
PyPIidna3.13间接
PyPIidna3.18间接
PyPIijson3.5.1间接
PyPIimagesize2.0.0间接
PyPIimmutabledict4.3.1间接
PyPIimportlib-metadata8.7.1间接
PyPIimportlib-metadata9.0.0间接
PyPIiniconfig2.3.0间接
PyPIinteregular0.3.3间接
PyPIipython9.15.0间接
PyPIipython-pygments-lexers1.1.1间接
PyPIitsdangerous2.2.0间接
PyPIjedi0.20.0间接
PyPIjinja23.1.6间接
PyPIjiter0.16.0间接
PyPIjmespath1.1.0间接
PyPIjoblib1.5.3间接
PyPIjsonpath-ng1.8.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkernels0.12.3间接
PyPIkiwisolver1.5.0间接
PyPIlatex2sympy2-extended1.11.0间接
PyPIlazy-loader0.5间接
PyPIlibrt0.13.0间接
PyPIllvmlite0.47.0间接
PyPIlm-format-enforcer0.11.3间接
PyPIloguru0.7.3间接
PyPIlxml6.1.1间接
PyPImako1.3.12间接
PyPImamba-ssm2.2.6.post3间接
PyPImarkdown3.10.2间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib-inline0.2.2间接
PyPImcp1.28.1间接
PyPImdit-py-plugins0.6.1间接
PyPImdurl0.1.2间接
PyPImegatron-bridge0.0.0间接
PyPImegatron-fsdp0.5.0间接
PyPIml-dtypes0.5.4间接
PyPImlflow-skinny3.14.0间接
PyPImlflow-tracing3.14.0间接
PyPImodel-hosting-container-standards0.1.16间接
PyPImodelscope1.38.1间接
PyPImodelscope-hub0.1.7间接
PyPImsgspec0.21.1间接
PyPImultidict6.7.1间接
PyPImultiprocess0.70.19间接
PyPImypy2.3.0间接
PyPImypy-extensions1.1.0间接
PyPImyst-parser5.1.0间接
PyPInarwhals2.24.0间接
PyPInetworkx3.6.1间接
PyPInixl-cu121.3.0间接
PyPInixl-cu131.3.0间接
PyPInodeenv1.10.0间接
PyPInrl-k8s—间接
PyPInrl-k8s0.1.0间接
PyPInumba0.65.0间接
PyPInv-grouped-gemm1.1.4.post7间接
PyPInvidia-cublas13.5.1.27间接
PyPInvidia-cuda-cccl13.3.3.4.1间接
PyPInvidia-cuda-cupti13.0.85间接
PyPInvidia-cuda-runtime13.0.96间接
PyPInvidia-cudnn-frontend1.23.0间接
PyPInvidia-cufft12.0.0.61间接
PyPInvidia-cufile1.15.1.6间接
PyPInvidia-curand10.4.0.35间接
PyPInvidia-cusolver12.0.4.66间接
PyPInvidia-cusparse12.6.3.3间接
PyPInvidia-cusparselt-cu130.8.0间接
PyPInvidia-cutlass-dsl-libs-cu134.5.0间接
PyPInvidia-cutlass-dsl-libs-cu134.5.1间接
PyPInvidia-cutlass-dsl-libs-cu134.5.2间接
PyPInvidia-nvjitlink13.0.88间接
PyPInvidia-nvtx13.0.85间接
PyPInvidia-resiliency-ext0.6.0间接
PyPInvidia-sphinx-theme0.0.9.post1间接
PyPInvshmem4py-cu130.3.1间接
PyPIoauthlib3.3.1间接
PyPIobstore0.11.0间接
PyPIonnx-ir0.2.1间接
PyPIonnxscript0.7.1间接
PyPIopencensus0.11.4间接
PyPIopencensus-context0.1.3间接
PyPIopensandbox0.1.14间接
PyPIopentelemetry-api1.41.1间接
PyPIopentelemetry-api1.44.0间接
PyPIopentelemetry-exporter-otlp1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-common1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-http1.44.0间接
PyPIopentelemetry-exporter-prometheus0.62b1间接
PyPIopentelemetry-exporter-prometheus0.65b0间接
PyPIopentelemetry-instrumentation0.65b0间接
PyPIopentelemetry-instrumentation-aiohttp-client0.65b0间接
PyPIopentelemetry-proto1.41.1间接
PyPIopentelemetry-proto1.44.0间接
PyPIopentelemetry-sdk1.41.1间接
PyPIopentelemetry-sdk1.44.0间接
PyPIopentelemetry-semantic-conventions0.62b1间接
PyPIopentelemetry-semantic-conventions0.65b0间接
PyPIopentelemetry-semantic-conventions-ai0.5.1间接
PyPIopentelemetry-util-http0.65b0间接
PyPIorjson3.11.9间接
PyPIoutlines1.3.2间接
PyPIoutlines-core0.2.14间接
PyPIpackaging26.2间接
PyPIparso0.8.7间接
PyPIpathspec1.1.1间接
PyPIpexpect4.9.0间接
PyPIplatformdirs4.10.1间接
PyPIplatformdirs4.9.6间接
PyPIpluggy1.6.0间接
PyPIpooch1.9.0间接
PyPIpre-commit4.6.0间接
PyPIprettytable3.18.0间接
PyPIpriority2.0.0间接
PyPIprompt-toolkit3.0.52间接
PyPIpropcache0.4.1间接
PyPIpropcache0.5.2间接
PyPIproto-plus1.27.2间接
PyPIproto-plus1.28.1间接
PyPIprotobuf6.33.6间接
PyPIprotobuf7.35.1间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpy-cpuinfo9.0.0间接
PyPIpy-spy0.4.2间接
PyPIpyarrow24.0.0间接
PyPIpyasn10.6.3间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules0.4.2间接
PyPIpybind113.0.4间接
PyPIpycountry26.2.16间接
PyPIpycparser3.0间接
PyPIpycryptodomex3.23.0间接
PyPIpydantic-core2.46.3间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-extra-types2.11.1间接
PyPIpydata-sphinx-theme0.20.0间接
PyPIpydot4.0.1间接
PyPIpyecharts2.1.0间接
PyPIpygments2.20.0间接
PyPIpyjwt2.13.0间接
PyPIpynvml13.0.1间接
PyPIpyparsing3.3.2间接
PyPIpyproject-hooks1.2.0间接
PyPIpyrefly0.24.2间接
PyPIpytest9.0.3间接
PyPIpytest9.1.1间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov7.1.0间接
PyPIpytest-mock3.15.1间接
PyPIpytest-shard0.1.2间接
PyPIpytest-testmon2.2.0间接
PyPIpytest-timeout2.4.0间接
PyPIpytest-xdist3.8.0间接
PyPIpython-box6.1.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.2.2间接
PyPIpython-discovery1.4.4间接
PyPIpython-dotenv1.2.2间接
PyPIpython-engineio4.13.3间接
PyPIpython-json-logger4.1.0间接
PyPIpython-socketio5.16.3间接
PyPIpytz2026.2间接
PyPIpyvers0.2.3间接
PyPIquack-kernels0.4.1间接
PyPIquart0.20.0间接
PyPIqwen-vl-utils0.0.14间接
PyPIreferencing0.37.0间接
PyPIregex2026.7.19间接
PyPIrequests2.33.1间接
PyPIrequests2.34.2间接
PyPIrequests-mock1.12.1间接
PyPIrequests-oauthlib2.0.0间接
PyPIrequests-toolbelt1.0.0间接
PyPIrich-toolkit0.20.3间接
PyPIrignore0.8.0间接
PyPIroman-numerals4.1.0间接
PyPIrpds-py0.30.0间接
PyPIrpds-py2026.6.3间接
PyPIruff0.9.9间接
PyPIs3transfer0.19.1间接
PyPIsafetensors0.8.0间接
PyPIscikit-learn1.9.0间接
PyPIscipy1.18.0间接
PyPIsemantic-version2.10.0间接
PyPIsentry-sdk2.66.0间接
PyPIsetproctitle1.3.7间接
PyPIsgl-deep-gemm0.1.0间接
PyPIsglang0.5.12.post1间接
PyPIsglang-kernel0.4.2.post2间接
PyPIsglang-router0.3.2间接
PyPIshellingham1.5.4间接
PyPIsimple-websocket1.1.0间接
PyPIsimplejson4.1.1间接
PyPIsix1.17.0间接
PyPIskops0.14.0间接
PyPIsmart-open7.6.0间接
PyPIsmart-open8.0.1间接
PyPIsmg-grpc-servicer0.7.0间接
PyPIsmmap5.0.3间接
PyPIsniffio1.3.1间接
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依赖安全公告 12

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 558 个包，其中也包含从不交付的开发与测试版本固定：12 个存在已知公告，3 个为直接依赖。 有 5 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
vllm0.20.0间接严重230.24.0
msgpack1.1.2直接高11.2.1
ray2.55.1直接高22.56.0
aiohttp3.13.5间接高223.14.1
cryptography47.0.0间接高148.0.1
flash-attn2.8.1+cu13torch2.10cxx11abitrue间接高2—
gitpython3.1.53间接高43.1.55
pyasn10.6.3间接高50.6.4
urllib32.6.3间接高42.7.0
torch2.11.0+cu130直接中12.13.0
diskcache5.6.3间接中2—
idna3.13间接中23.15

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
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            ]
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          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
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            "inputs": {
              "cap": null,
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              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
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                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
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        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
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            "notes": [],
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              "forks": 485,
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            "components": [
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                    "code": "stars",
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                "max_points": 60
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              {
                "key": "forks",
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                "points": 22.4,
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              {
                "key": "watchers",
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                ],
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            ]
          },
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            "note": null,
            "notes": [],
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                "key": "readme",
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                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
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                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                      "spdx": "Apache-2.0"
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              },
              {
                "key": "contributing_guide",
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              {
                "key": "code_of_conduct",
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                "detail": null,
                "points": 0,
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              {
                "key": "issue_template",
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                "status": "missed",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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        "key": "governance",
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        "name": "Sustainability & Governance",
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        "metrics": [
          {
            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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              "bus_factor": 6,
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                "key": "bus_factor",
                "name": "Bus factor",
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                    "code": "bus_factor",
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              {
                "key": "commit_distribution",
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                "status": "partial",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
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                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 100
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "merged_prs": 1525,
              "open_issues": 468,
              "closed_issues": 525,
              "issue_closed_ratio": 0.529,
              "closed_unmerged_prs": 471
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "53% of issues closed",
                "points": 24.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 53
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1525/1996 decided PRs merged",
                "points": 29.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 1525,
                      "decided": 1996
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "followers": 1400,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "NVIDIA-NeMo",
              "public_repos": 27,
              "account_age_days": 423
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,400 followers of NVIDIA-NeMo",
                "points": 22.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1400,
                      "login": "NVIDIA-NeMo"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "27 public repos, account ~1 yr old",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 27
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 92,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "22 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 22
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
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                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
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                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
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                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
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              "homepage": "https://docs.nvidia.com/nemo/rl/latest/index.html",
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            "components": [
              {
                "key": "readme",
                "name": "README",
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              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.nvidia.com/nemo/rl/latest/index.html",
                "points": 15,
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                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
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              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
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                "status": "missed",
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              },
              {
                "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": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
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            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
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              "scorecard_aggregate": 5
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            "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 is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "details": [],
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              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "code_review",
                "name": "Code-Review",
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                "points": 7.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "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": "30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "39 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 558 resolved dependencies against OSV; 5 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 558
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 5
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 57,
            "inputs": {
              "source": "osv",
              "advisories": 69,
              "affected_packages": 12,
              "assessed_packages": 558,
              "unassessed_packages": 5,
              "affected_by_severity": "critical 1, high 8, moderate 3",
              "direct_affected_packages": 3
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: msgpack 1.1.2 (high 7.5), ray 2.55.1 (high 8.8), torch 2.11.0+cu130 (moderate 5.3)",
                "points": 7.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 3,
                      "packages": "msgpack 1.1.2 (high 7.5), ray 2.55.1 (high 8.8), torch 2.11.0+cu130 (moderate 5.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 480 days ago",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 480
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 558,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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",
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}

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.