公开记录
软件健康报告模式 0.15.0 · 指标 2.10.0 · 2026-07-20 11:27 UTC

Vaquum / Limen

Limen unifies parameter search across machine learning and rule-based strategies, with built-in analytics that show not just what works, but why it works.

PythonMIT★ 1 星标⑂ 0 复刻始于 2025年3月在 GitHub 上查看 ↗
类型库网页界面命令行工具如何判定

Vaquum/Limen 的健康指数为 100 分中的 92 分，处于「优秀」区间。 其得分最高的类别是Vitality（99/100），最低的是Community & Adoption（48/100）。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

92
总分 / 100
优秀

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，再依据公开记录的分布进行校准，使各等级具有百分位含义；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 34（存在风险）的上限。

92
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19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。

加权总体分 78 经校准后在公布的指数量表上为 92（记录校准 2026-08-02）。

所有权

Vaquum组织
3 关注者15 个公开仓库始于 2024年11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
PyPIvaquum-limen5.8.03,832890 天前bitcoinmachine-learningresearchbacktestyaml

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？

99卓越 · 占总体的 21%

开发活跃度

99卓越
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
34.6/36提交节奏 — 52 周中有 50 周有提交
18/18提交量 — 最近一年 2,356 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year2,356
human_commit_share—
days_since_last_push0
active_weeks_last_year50

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 0.6 天发布一次
10/10OpenSSF Scorecard：Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
所用输入
releases_count100
latest_release_tagv5.8.0
releases_from_tags否
days_since_latest_release0
mean_days_between_releases0.6

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？

48薄弱 · 占总体的 17%

流行度与采用

1危急
评分方式
0/60星标 — 1 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 1 位关注者
所用输入
forks0
stars1
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
13.5/13.5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
readme_badges—
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_services—
has_pull_request_template是

生态采用（下载量）

60中等
评分方式
47.8/80月度下载量 — pypi 合计每月 3,832 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesvaquum-limen
dependents—
ecosystemspypi
total_downloads—
monthly_downloads3,832
unverified_packages_excluded—
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。

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？

72良好 · 占总体的 23%

维护者韧性（巴士系数）

52中等
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
12.9/22.5提交分布 — 头号贡献者编写了 43% 的提交
10.8/13.5贡献者广度 — 8 位贡献者
3/10OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor2
contributors_sampled8
top_contributor_share0.427

议题与 PR 响应能力

89优秀
评分方式
37.2/42议题解决 — 89% 的议题已关闭
24.9/30PR 接受 — 已裁定的 PR 中 314/379 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
15/15OpenSSF Scorecard：Code-Review — all changesets reviewed
所用输入
merged_prs314
open_issues41
closed_issues319
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.886
closed_unmerged_prs65
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
已排除计分（无数据或不适用）：Newcomer PR acceptance。 其余权重已重新归一化。

所有权与托管责任

58中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名 — 未读取该组织的域名验证状态
4.3/25所有者影响力 — Vaquum 有 3 位关注者
12.1/25既往记录 — 15 个公开仓库，账户约 1 年
所用输入
followers3
owner_typeOrganization
is_verified—
owner_loginVaquum
public_repos15
account_age_days612
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。

软件包维护

100卓越
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 89 个已发布版本
20/20未被弃用 — 活跃，未被弃用或撤回
所用输入
packagesvaquum-limen
ecosystemspypi
any_deprecated否
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位？

77良好 · 占总体的 19%

工程实践

68良好
评分方式
24/24CI 工作流 — 17 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 8 out of 8 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否
has_precommit_config否

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://vaquum.fi
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics—
has_wiki是
homepagehttps://vaquum.fi
docs_sitehttps://vaquum.fi
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？

96卓越 · 占总体的 16%

安全态势

96卓越
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
1.8/2.5CII-Best-Practices — badge detected: Silver
7.5/7.5Code-Review — all changesets reviewed
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
7.5/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate9.6

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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

71良好 · 占总体的 4%

AI 代理上下文与指引

75良好
评分方式
45/45代理指令 — .github/copilot-instructions.md, AGENTS.md, Claude.md
0/15机器可读文档（llms.txt）
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share—
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, Claude.md
agent_instruction_max_bytes12,379
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。

验证循环（构建 / 测试 / 类型检查）

64中等
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — limen/py.typed
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 无数据
5/8自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到
10/10OpenSSF Scorecard：Pinned-Dependencies — all dependencies are pinned
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json
has_dockerfile否
typed_language否
bootstrap_files—
has_devcontainer否
has_linter_config否
typecheck_configslimen/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。

面向模型的代码可读性

82优秀
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（limen/py.typed）
54.8/55可控的文件大小 — 采样的 499 个源文件中有 2 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes76,366
source_files_sampled499
oversized_source_files2

关键数据

1GitHub 星标
8贡献者
2,356最近 12 个月提交数
0距最近推送天数
100发布版本数
2巴士系数（bus factor）
41开放议题
npm, PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 9.6 / 10
9.6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 · 2026-07-20 11:27 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests8 out of 8 merged PRs checked by a CI test -- score normalized to 10
7CII-Best-Practicesbadge detected: Silver
10Code-Reviewall changesets reviewed
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
10Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 19
注册表软件包版本约束清单文件
npm@docusaurus/core^3.10.1docs-site/package.json
npm@docusaurus/preset-classic^3.10.1docs-site/package.json
npm@easyops-cn/docusaurus-search-local^0.55.2docs-site/package.json
npmkatex^0.16.47docs-site/package.json
npmprism-react-renderer^2.4.1docs-site/package.json
npmreact^19.2.7docs-site/package.json
npmreact-dom^19.2.7docs-site/package.json
npmrehype-katex^7.0.1docs-site/package.json
npmremark-math^6.0.0docs-site/package.json
PyPIclick>=8.1,<9pyproject.toml
PyPInumpy>=2.2,<3pyproject.toml
PyPIpandas>=2.3,<3pyproject.toml
PyPIpolars>=1.0,<2pyproject.toml
PyPIrequests>=2.32,<3pyproject.toml
PyPIruamel.yaml>=0.18,<0.19pyproject.toml
PyPIscikit-learn>=1.6,<2pyproject.toml
PyPItomli>=2.0,<3pyproject.toml
PyPItqdm>=4.67,<5pyproject.toml
PyPItyping_extensions>=4.12,<5pyproject.toml
全部依赖 1,431

来自 GitHub 依赖图的完整解析依赖集合：29 个直接依赖与 1,402 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
npm@docusaurus/core3.10.1直接
npm@docusaurus/preset-classic3.10.1直接
npm@easyops-cn/docusaurus-search-local0.55.2直接
npmkatex0.16.47直接
npmprism-react-renderer2.4.1直接
npmreact19.2.7直接
npmreact-dom19.2.7直接
npmrehype-katex7.0.1直接
npmremark-math6.0.0直接
PyPIclick—直接
PyPIclick8.4.2直接
PyPInumpy—直接
PyPInumpy2.2.6直接
PyPIpandas—直接
PyPIpandas2.3.3直接
PyPIpolars—直接
PyPIpolars1.42.1直接
PyPIrequests—直接
PyPIrequests2.34.2直接
PyPIruamel-yaml—直接
PyPIruamel-yaml0.18.17直接
PyPIscikit-learn—直接
PyPIscikit-learn1.7.2直接
PyPItomli—直接
PyPItomli2.4.1直接
PyPItqdm—直接
PyPItqdm4.68.4直接
PyPItyping-extensions—直接
PyPItyping-extensions4.16.0直接
npm@algolia/abtesting1.21.0间接
npm@algolia/autocomplete-core1.19.2间接
npm@algolia/autocomplete-core1.19.8间接
npm@algolia/autocomplete-plugin-algolia-insights1.19.2间接
npm@algolia/autocomplete-plugin-algolia-insights1.19.8间接
npm@algolia/autocomplete-shared1.19.2间接
npm@algolia/autocomplete-shared1.19.8间接
npm@algolia/client-abtesting5.55.0间接
npm@algolia/client-analytics5.55.0间接
npm@algolia/client-common5.55.0间接
npm@algolia/client-insights5.55.0间接
npm@algolia/client-personalization5.55.0间接
npm@algolia/client-query-suggestions5.55.0间接
npm@algolia/client-search5.55.0间接
npm@algolia/events4.0.1间接
npm@algolia/ingestion1.55.0间接
npm@algolia/monitoring1.55.0间接
npm@algolia/recommend5.55.0间接
npm@algolia/requester-browser-xhr5.55.0间接
npm@algolia/requester-fetch5.55.0间接
npm@algolia/requester-node-http5.55.0间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/helper-annotate-as-pure7.29.7间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-create-class-features-plugin7.29.7间接
npm@babel/helper-create-regexp-features-plugin7.29.7间接
npm@babel/helper-define-polyfill-provider0.6.8间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-member-expression-to-functions7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-optimise-call-expression7.29.7间接
npm@babel/helper-plugin-utils7.29.7间接
npm@babel/helper-remap-async-to-generator7.29.7间接
npm@babel/helper-replace-supers7.29.7间接
npm@babel/helper-skip-transparent-expression-wrappers7.29.7间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helper-wrap-function7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.29.7间接
npm@babel/plugin-bugfix-firefox-class-in-computed-class-key7.29.7间接
npm@babel/plugin-bugfix-safari-class-field-initializer-scope7.29.7间接
npm@babel/plugin-bugfix-safari-id-destructuring-collision-in-function-expression7.29.7间接
npm@babel/plugin-bugfix-safari-rest-destructuring-rhs-array7.29.7间接
npm@babel/plugin-bugfix-v8-spread-parameters-in-optional-chaining7.29.7间接
npm@babel/plugin-bugfix-v8-static-class-fields-redefine-readonly7.29.7间接
npm@babel/plugin-proposal-private-property-in-object7.21.0-placeholder-for-preset-env.2间接
npm@babel/plugin-syntax-dynamic-import7.8.3间接
npm@babel/plugin-syntax-import-assertions7.29.7间接
npm@babel/plugin-syntax-import-attributes7.29.7间接
npm@babel/plugin-syntax-jsx7.29.7间接
npm@babel/plugin-syntax-typescript7.29.7间接
npm@babel/plugin-syntax-unicode-sets-regex7.18.6间接
npm@babel/plugin-transform-arrow-functions7.29.7间接
npm@babel/plugin-transform-async-generator-functions7.29.7间接
npm@babel/plugin-transform-async-to-generator7.29.7间接
npm@babel/plugin-transform-block-scoped-functions7.29.7间接
npm@babel/plugin-transform-block-scoping7.29.7间接
npm@babel/plugin-transform-class-properties7.29.7间接
npm@babel/plugin-transform-class-static-block7.29.7间接
npm@babel/plugin-transform-classes7.29.7间接
npm@babel/plugin-transform-computed-properties7.29.7间接
npm@babel/plugin-transform-destructuring7.29.7间接
npm@babel/plugin-transform-dotall-regex7.29.7间接
npm@babel/plugin-transform-duplicate-keys7.29.7间接
npm@babel/plugin-transform-duplicate-named-capturing-groups-regex7.29.7间接
npm@babel/plugin-transform-dynamic-import7.29.7间接
npm@babel/plugin-transform-explicit-resource-management7.29.7间接
npm@babel/plugin-transform-exponentiation-operator7.29.7间接
npm@babel/plugin-transform-export-namespace-from7.29.7间接
npm@babel/plugin-transform-for-of7.29.7间接
npm@babel/plugin-transform-function-name7.29.7间接
npm@babel/plugin-transform-json-strings7.29.7间接
npm@babel/plugin-transform-literals7.29.7间接
npm@babel/plugin-transform-logical-assignment-operators7.29.7间接
npm@babel/plugin-transform-member-expression-literals7.29.7间接
npm@babel/plugin-transform-modules-amd7.29.7间接
npm@babel/plugin-transform-modules-commonjs7.29.7间接
npm@babel/plugin-transform-modules-systemjs7.29.7间接
npm@babel/plugin-transform-modules-umd7.29.7间接
npm@babel/plugin-transform-named-capturing-groups-regex7.29.7间接
npm@babel/plugin-transform-new-target7.29.7间接
npm@babel/plugin-transform-nullish-coalescing-operator7.29.7间接
npm@babel/plugin-transform-numeric-separator7.29.7间接
npm@babel/plugin-transform-object-rest-spread7.29.7间接
npm@babel/plugin-transform-object-super7.29.7间接
npm@babel/plugin-transform-optional-catch-binding7.29.7间接
npm@babel/plugin-transform-optional-chaining7.29.7间接
npm@babel/plugin-transform-parameters7.29.7间接
npm@babel/plugin-transform-private-methods7.29.7间接
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npmspdy-transport3.0.0间接
npmsprintf-js1.0.3间接
npmsrcset4.0.0间接
npmstatuses1.5.0间接
npmstatuses2.0.2间接
npmstd-env3.10.0间接
npmstring-width4.2.3间接
npmstring-width5.1.2间接
npmstring_decoder1.1.1间接
npmstring_decoder1.3.0间接
npmstringify-entities4.0.4间接
npmstringify-object3.3.0间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.2.0间接
npmstrip-bom-string1.0.0间接
npmstrip-final-newline2.0.0间接
npmstrip-json-comments2.0.1间接
npmstrip-json-comments3.1.1间接
npmstyle-to-js1.1.21间接
npmstyle-to-object1.0.14间接
npmstylehacks6.1.1间接
npmsupports-color7.2.0间接
npmsupports-color8.1.1间接
npmsupports-preserve-symlinks-flag1.0.0间接
npmsvg-parser2.0.4间接
npmsvgo3.3.3间接
npmtapable2.3.2间接
npmterser5.46.1间接
npmterser-webpack-plugin5.4.0间接
npmthingies2.6.0间接
npmthunky1.1.0间接
npmtiny-invariant1.3.3间接
npmtiny-warning1.0.3间接
npmtinypool1.1.1间接
npmto-regex-range5.0.1间接
npmtoidentifier1.0.1间接
npmtotalist3.0.1间接
npmtree-dump1.1.0间接
npmtrim-lines3.0.1间接
npmtrough2.2.0间接
npmtslib1.14.1间接
npmtslib2.8.1间接
npmtsyringe4.10.0间接
npmtype-fest1.4.0间接
npmtype-fest2.19.0间接
npmtype-is1.6.18间接
npmtypedarray-to-buffer3.1.5间接
npmuc.micro2.1.0间接
npmundici7.28.0间接
npmundici-types7.18.2间接
npmunicode-canonical-property-names-ecmascript2.0.1间接
npmunicode-emoji-modifier-base1.0.0间接
npmunicode-match-property-ecmascript2.0.0间接
npmunicode-match-property-value-ecmascript2.2.1间接
npmunicode-property-aliases-ecmascript2.2.0间接
npmunicorn-magic0.3.0间接
npmunified11.0.5间接
npmunique-string3.0.0间接
npmunist-util-find-after5.0.0间接
npmunist-util-is6.0.1间接
npmunist-util-position5.0.0间接
npmunist-util-position-from-estree2.0.0间接
npmunist-util-remove-position5.0.0间接
npmunist-util-stringify-position4.0.0间接
npmunist-util-visit5.1.0间接
npmunist-util-visit-parents6.0.2间接
npmuniversalify2.0.1间接
npmunpipe1.0.0间接
npmupdate-browserslist-db1.2.3间接
npmupdate-notifier6.0.2间接
npmuri-js4.4.1间接
npmurl-loader4.1.1间接
npmutil-deprecate1.0.2间接
npmutila0.4.0间接
npmutility-types3.11.0间接
npmutils-merge1.0.1间接
npmuuid11.1.1间接
npmvalue-equal1.0.1间接
npmvary1.1.2间接
npmvfile6.0.3间接
npmvfile-location5.0.3间接
npmvfile-message4.0.3间接
npmwatchpack2.5.1间接
npmwbuf1.7.3间接
npmweb-namespaces2.0.1间接
npmwebpack5.105.4间接
npmwebpack-bundle-analyzer4.10.2间接
npmwebpack-dev-middleware7.4.5间接
npmwebpack-dev-server5.2.5间接
npmwebpack-merge5.10.0间接
npmwebpack-merge6.0.1间接
npmwebpack-sources3.3.4间接
npmwebpackbar7.0.0间接
npmwebsocket-driver0.7.5间接
npmwebsocket-extensions0.1.4间接
npmwhatwg-encoding3.1.1间接
npmwhatwg-mimetype4.0.0间接
npmwhich2.0.2间接
npmwidest-line4.0.1间接
npmwildcard2.0.1间接
npmwrap-ansi8.1.0间接
npmwrite-file-atomic3.0.3间接
npmws7.5.11间接
npmws8.21.0间接
npmwsl-utils0.1.0间接
npmxdg-basedir5.1.0间接
npmxml-js1.6.11间接
npmyallist3.1.1间接
npmyocto-queue1.2.2间接
npmzwitch2.0.4间接
PyPIannotated-types0.7.0间接
PyPIanthropic—间接
PyPIanthropic0.116.0间接
PyPIanyio4.14.2间接
PyPIarrow1.4.0间接
PyPIatheris2.3.0间接
PyPIattrs26.1.0间接
PyPIbackoff2.2.1间接
PyPIbackports-tarfile1.2.0间接
PyPIboolean-py5.0间接
PyPIbuild—间接
PyPIbuild1.5.0间接
PyPIcachecontrol0.14.4间接
PyPIcertifi2026.6.17间接
PyPIcffi2.1.0间接
PyPIchardet5.2.0间接
PyPIcharset-normalizer3.4.9间接
PyPIcheck-manifest—间接
PyPIcheck-manifest0.51间接
PyPIcheck-wheel-contents—间接
PyPIcheck-wheel-contents0.6.3间接
PyPIcoverage—间接
PyPIcoverage7.15.1间接
PyPIcoverage7.15.2间接
PyPIcryptography49.0.0间接
PyPIcuda-bindings13.3.1间接
PyPIcuda-pathfinder1.5.6间接
PyPIcuda-toolkit13.0.3.0间接
PyPIcyclonedx-bom—间接
PyPIcyclonedx-bom7.3.0间接
PyPIcyclonedx-python-lib11.11.0间接
PyPIdefusedxml0.7.1间接
PyPIdistro1.9.0间接
PyPIdocstring-parser0.18.0间接
PyPIdocutils0.23间接
PyPIeinops0.8.2间接
PyPIeval-type-backport0.4.0间接
PyPIexceptiongroup1.3.1间接
PyPIfilelock3.29.7间接
PyPIfqdn1.5.1间接
PyPIfsspec2026.6.0间接
PyPIh110.16.0间接
PyPIhf-xet1.5.1间接
PyPIhttpcore1.0.9间接
PyPIhttpx0.28.1间接
PyPIhuggingface-hub1.23.0间接
PyPIhypothesis—间接
PyPIhypothesis6.156.6间接
PyPIid1.6.1间接
PyPIidna3.18间接
PyPIimportlib-metadata9.0.0间接
PyPIiniconfig2.3.0间接
PyPIisoduration20.11.0间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.6.0间接
PyPIjeepney0.9.0间接
PyPIjinja23.1.6间接
PyPIjiter0.16.0间接
PyPIjoblib1.5.3间接
PyPIjsonpointer3.1.1间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkeyring25.7.0间接
PyPIlark1.3.1间接
PyPIlicense-expression30.4.4间接
PyPIlightgbm—间接
PyPIlightgbm4.6.0间接
PyPIlxml6.1.1间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImdurl0.1.2间接
PyPImore-itertools11.1.0间接
PyPImpmath1.3.0间接
PyPImsgpack1.2.1间接
PyPInetworkx3.4.2间接
PyPInh30.3.6间接
PyPInodeenv1.10.0间接
PyPInvidia-cublas13.1.1.3间接
PyPInvidia-cuda-cupti13.0.85间接
PyPInvidia-cuda-nvrtc13.0.88间接
PyPInvidia-cuda-runtime13.0.96间接
PyPInvidia-cudnn-cu139.20.0.48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-cu130.8.1间接
PyPInvidia-ml-py13.610.43间接
PyPInvidia-nccl-cu122.30.7间接
PyPInvidia-nccl-cu132.29.7间接
PyPInvidia-nvjitlink13.3.33间接
PyPInvidia-nvshmem-cu133.4.5间接
PyPInvidia-nvtx13.0.85间接
PyPIoptype0.9.3间接
PyPIpackageurl-python0.17.6间接
PyPIpackaging26.2间接
PyPIpandas-stubs—间接
PyPIpandas-stubs2.3.3.260113间接
PyPIpatsy1.0.2间接
PyPIpip26.1.2间接
PyPIpip-api0.0.34间接
PyPIpip-audit—间接
PyPIpip-audit2.10.1间接
PyPIpip-licenses—间接
PyPIpip-licenses5.5.5间接
PyPIpip-requirements-parser32.0.1间接
PyPIplatformdirs4.10.0间接
PyPIpluggy1.6.0间接
PyPIpolars-runtime-321.42.1间接
PyPIposthog7.23.0间接
PyPIprettytable3.18.0间接
PyPIpy-serializable2.1.0间接
PyPIpyarrow—间接
PyPIpyarrow23.0.1间接
PyPIpycparser3.0间接
PyPIpydantic2.13.4间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-settings2.14.2间接
PyPIpygments2.20.0间接
PyPIpyparsing3.3.2间接
PyPIpyproject-hooks1.2.0间接
PyPIpyright—间接
PyPIpyright1.1.408间接
PyPIpyroma—间接
PyPIpyroma5.0.1间接
PyPIpytest—间接
PyPIpytest9.1.1间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-dotenv1.2.2间接
PyPIpytz2026.2间接
PyPIpyyaml6.0.2间接
PyPIpyyaml6.0.3间接
PyPIreadme-renderer45.0间接
PyPIreferencing0.37.0间接
PyPIrequests-toolbelt1.0.0间接
PyPIrfc3339-validator0.1.4间接
PyPIrfc39862.0.0间接
PyPIrfc3986-validator0.1.1间接
PyPIrfc3987-syntax1.1.0间接
PyPIrich15.0.0间接
PyPIrpds-py0.30.0间接
PyPIruamel-yaml-clib0.2.15间接
PyPIruff—间接
PyPIruff0.15.21间接
PyPIscipy—间接
PyPIscipy1.15.3间接
PyPIscipy-stubs—间接
PyPIscipy-stubs1.15.3.0间接
PyPIsecretstorage3.5.0间接
PyPIsetuptools—间接
PyPIsetuptools83.0.0间接
PyPIsix1.17.0间接
PyPIsniffio1.3.1间接
PyPIsortedcontainers2.4.0间接
PyPIstatsmodels—间接
PyPIstatsmodels0.14.6间接
PyPIsympy1.14.0间接
PyPIta-lib—间接
PyPIta-lib0.6.8间接
PyPItabpfn—间接
PyPItabpfn6.4.1间接
PyPItabpfn-common-utils0.2.23间接
PyPIthreadpoolctl3.6.0间接
PyPItomli-w1.2.0间接
PyPItorch2.13.0间接
PyPItriton3.7.1间接
PyPItrove-classifiers2026.6.1.19间接
PyPItwine—间接
PyPItwine6.2.0间接
PyPItypes-pytz2026.2.0.20260518间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.3间接
PyPIuri-template1.3.0间接
PyPIurllib32.7.0间接
PyPIwcwidth0.8.2间接
PyPIwebcolors25.10.0间接
PyPIwheel-filename1.4.2间接
PyPIxgboost—间接
PyPIxgboost3.2.0间接
PyPIzipp4.1.0间接
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相关记录

与 Vaquum/Limen 共享目录标签或生态系统的已检测仓库。 并排阅读 →

96ccxt/ccxtA unified trading API with more than 100 crypto exchanges and prediction markets in JavaScript / TypeScript / Python / C# / PHP / Go / Java 卓越91asreview/asreviewActive learning for systematic reviews优秀100microsoft/onnxruntimeONNX Runtime: cross-platform, high performance ML inferencing and training accelerator卓越100apache/airflowApache Airflow - A platform to programmatically author, schedule, and monitor workflows卓越100streamlit/streamlitStreamlit — A faster way to build and share data apps.卓越99argoproj/argo-workflowsWorkflow Engine for Kubernetes卓越

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 v2.10.0、模式 v0.15.0—— 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.