公开记录
软件健康报告模式 0.12.0 · 指标 2.10.0 · 2026-07-18 05:58 UTC

tetherto / qvac

QVAC - Local AI SDK and libraries for building private, cross-platform, peer-to-peer AI applications. Run LLMs, speech-to-text, translation, and more locally on Linux, macOS, Windows, Android, and iOS.

TypeScript · JavaScript · C++Apache-2.0★ 321 星标⑂ 83 复刻始于 2026年1月在 GitHub 上查看 ↗

tetherto/qvac 的健康指数为 100 分中的 94 分,处于「卓越」区间。 其得分最高的类别是Sustainability & Governance(91/100),最低的是Security(53/100)。 最近一次更新在今天。 近期的大部分工作由 11 位贡献者完成。

94
总分 / 100
卓越

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。

94
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 80 经校准后在公布的指数量表上为 94(记录校准 2026-08-02)。

所有权

Tether组织
340 关注者111 个公开仓库始于 2015年1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。

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?

89优秀 · 占总体的 21%
评分方式
36/36推送新近度最近一次推送于 0 天前
16.6/36提交节奏52 周中有 24 周有提交
18/18提交量最近一年 2,032 次提交
10/10OpenSSF Scorecard:Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year2,032
human_commit_share
days_since_last_push0
active_weeks_last_year24

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 4 天前
27/27发布节奏约每 3 天发布一次
0/10OpenSSF Scorecard:Signed-Releases无数据
所用输入
releases_count100
latest_release_tagsdk-v0.15.0
releases_from_tags
days_since_latest_release4
mean_days_between_releases3
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

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?

66良好 · 占总体的 17%
评分方式
40.6/60星标321 个星标
16/25复刻83 个复刻
0/15关注者2 位关注者
所用输入
forks83
stars321
watchers2
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
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template

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?

91优秀 · 占总体的 23%
评分方式
54/54巴士系数11 位贡献者贡献了半数提交
20.8/22.5提交分布头号贡献者编写了 7% 的提交
13.5/13.5贡献者广度63 位贡献者
10/10OpenSSF Scorecard:Contributorsproject has 8 contributing companies or organizations
所用输入
bus_factor11
contributors_sampled63
top_contributor_share0.074
评分方式
34.1/42议题解决81% 的议题已关闭
22.4/30PR 接受已裁定的 PR 中 2,303/3,091 已合并
0/13Newcomer PR acceptance30 天内没有首次贡献者的 PR 得到裁决
15/15OpenSSF Scorecard:Code-Reviewall changesets reviewed
所用输入
merged_prs2,303
open_issues18
closed_issues78
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.812
closed_unmerged_prs788
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。
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
18.2/25所有者影响力tetherto 有 340 位关注者
25/25既往记录111 个公开仓库,账户约 11 年
所用输入
followers340
owner_typeOrganization
is_verified
owner_logintetherto
public_repos111
account_age_days4,200
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。

工程质量

基础的工程与文档实践是否到位?

90优秀 · 占总体的 19%

工程实践

84优秀
评分方式
24/24CI 工作流177 个工作流
24/24存在测试
16/16Linter 配置eslint.config.mjs
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点https://qvac.tether.io
10/10仓库描述
10/10主题标签14 个主题标签
10/10Wiki
所用输入
topicsai, bare-runtime, cross-platform, embeddings, llm, local-ai, native-addon, open-source, peer-to-peer, privacy, rag, speech-to-text, tether, translation
has_wiki
homepagehttps://qvac.tether.io
docs_sitehttps://qvac.tether.io
has_readme
has_docs_dir
has_description

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?

53中等 · 占总体的 16%

安全态势

53中等
评分方式
7.5/7.5Binary-Artifactsno binaries found in the repo
0.8/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Reviewall changesets reviewed
2.5/2.5Contributorsproject has 8 contributing companies or organizations
0/10Dangerous-Workflowdangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5许可证license file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging无数据
3/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
2.5/5SASTSAST tool is not run on all commits -- score normalized to 5
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releases无数据
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities116 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.3
已排除计分(无数据或不适用):Packaging, Signed-Releases。 其余权重已重新归一化。

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。

89优秀 · 占总体的 4%
评分方式
45/45代理指令.cursor/rules/agent-integrations.mdc, .cursor/rules/cpp/string-api-conventions.mdc, .cursor/rules/devops/agentic-automation.mdc, .cursor/rules/devops/github-actions.mdc, .cursor/rules/devops/main.mdc, .cursor/rules/devops/secrets-and-credentials.mdc, .cursor/rules/file-formatting.mdc, .cursor/rules/qip-triage.mdc, .cursor/rules/registry-server/main.mdc, .cursor/rules/sdk/commit-and-pr-format.mdc, .cursor/rules/sdk/docs-freshness.mdc, .cursor/rules/sdk/docs/cache-management-api.mdc, .cursor/rules/sdk/docs/config-system.mdc, .cursor/rules/sdk/docs/delegated-inference.mdc, .cursor/rules/sdk/docs/kv-cache-system.mdc, .cursor/rules/sdk/docs/model-constants-and-sources.mdc, .cursor/rules/sdk/docs/qvac-whispercpp-example.mdc, .cursor/rules/sdk/docs/request-lifecycle-system.mdc, .cursor/rules/sdk/e2e.mdc, .cursor/rules/sdk/error-handling.mdc, .cursor/rules/sdk/example.mdc, .cursor/rules/sdk/main.mdc, .cursor/rules/sdk/public-constants-contract.mdc, .cursor/rules/sdk/request-lifecycle-primitives.mdc, .cursor/rules/sdk/sdk-pod-packages.mdc, .cursor/rules/sdk/skill-authoring-guidelines.mdc, .cursor/rules/website/main.mdc, CLAUDE.md
15/15机器可读文档(llms.txt)存在 llms.txt
0/40可读的提交历史无数据
所用输入
has_llms_txt
llms_txt_url
legible_history_share
agent_instruction_files.cursor/rules/agent-integrations.mdc, .cursor/rules/cpp/string-api-conventions.mdc, .cursor/rules/devops/agentic-automation.mdc, .cursor/rules/devops/github-actions.mdc, .cursor/rules/devops/main.mdc, .cursor/rules/devops/secrets-and-credentials.mdc, .cursor/rules/file-formatting.mdc, .cursor/rules/qip-triage.mdc, .cursor/rules/registry-server/main.mdc, .cursor/rules/sdk/commit-and-pr-format.mdc, .cursor/rules/sdk/docs-freshness.mdc, .cursor/rules/sdk/docs/cache-management-api.mdc, .cursor/rules/sdk/docs/config-system.mdc, .cursor/rules/sdk/docs/delegated-inference.mdc, .cursor/rules/sdk/docs/kv-cache-system.mdc, .cursor/rules/sdk/docs/model-constants-and-sources.mdc, .cursor/rules/sdk/docs/qvac-whispercpp-example.mdc, .cursor/rules/sdk/docs/request-lifecycle-system.mdc, .cursor/rules/sdk/e2e.mdc, .cursor/rules/sdk/error-handling.mdc, .cursor/rules/sdk/example.mdc, .cursor/rules/sdk/main.mdc, .cursor/rules/sdk/public-constants-contract.mdc, .cursor/rules/sdk/request-lifecycle-primitives.mdc, .cursor/rules/sdk/sdk-pod-packages.mdc, .cursor/rules/sdk/skill-authoring-guidelines.mdc, .cursor/rules/website/main.mdc, CLAUDE.md
agent_instruction_max_bytes42,549
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。
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置eslint.config.mjs
11/11静态类型检查.github/actions/release-merge-guard/tsconfig.json, docs/website/tsconfig.json, packages/ai-sdk-provider/tsconfig.json, packages/bare-sdk/test/bare/tsconfig.json, packages/bci-whispercpp/tsconfig.json, packages/classification-ggml/tsconfig.json, packages/cli/tsconfig.json, packages/diagnostics/tsconfig.json, packages/error/tsconfig.json, packages/registry-server/client/tsconfig.json, packages/sdk-python/src/qvac/py.typed, packages/sdk/e2e/tsconfig.json, packages/sdk/test/bare/tsconfig.json, packages/sdk/test/tsconfig.json, packages/sdk/tsconfig.json, plugins/openclaw/tsconfig.json, plugins/opencode/tsconfig.json
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
6/10OpenSSF Scorecard:Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
所用输入
has_nix
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs.github/actions/release-merge-guard/tsconfig.json, docs/website/tsconfig.json, packages/ai-sdk-provider/tsconfig.json, packages/bare-sdk/test/bare/tsconfig.json, packages/bci-whispercpp/tsconfig.json, packages/classification-ggml/tsconfig.json, packages/cli/tsconfig.json, packages/diagnostics/tsconfig.json, packages/error/tsconfig.json, packages/registry-server/client/tsconfig.json, packages/sdk-python/src/qvac/py.typed, packages/sdk/e2e/tsconfig.json, packages/sdk/test/bare/tsconfig.json, packages/sdk/test/tsconfig.json, packages/sdk/tsconfig.json, plugins/openclaw/tsconfig.json, plugins/opencode/tsconfig.json
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。
评分方式
45/45可类型检查的代码TypeScript(静态类型)
54.6/55可控的文件大小采样的 2,618 个源文件中有 18 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes1,538,091
source_files_sampled2,618
oversized_source_files18
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)不适用于此类软件
20/20MCP 服务器
40/40可运行示例example, examples, samples
所用输入
example_dirsexample, examples, samples
has_mcp_signal
api_schema_files
interfaces_expected_of
已排除计分(无数据或不适用):API 模式(OpenAPI/GraphQL/proto)。 其余权重已重新归一化。

关键数据

321GitHub 星标
63贡献者
2,032最近 12 个月提交数
0距最近推送天数
100发布版本数
11巴士系数(bus factor)
18开放议题
软件包生态系统数

更多细节

OpenSSF Scorecard 5.3 / 10
5.3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 · 2026-07-18 05:57 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-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 8 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
5SASTSAST tool is not run on all commits -- score normalized to 5
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities116 existing vulnerabilities detected
全部依赖 1,248

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 1,248 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@actions/core3.0.0间接
npm@actions/exec3.0.0间接
npm@actions/github9.0.0间接
npm@actions/http-client3.0.2间接
npm@actions/http-client4.0.0间接
npm@actions/io3.0.2间接
npm@ai-sdk/openai-compatible^2.0间接
npm@ai-sdk/openai-compatible^2.0.49间接
npm@alloc/quick-lru5.2.0间接
npm@antfu/install-pkg1.1.0间接
npm@aws-sdk/client-s3^3.998.0间接
npm@babel/runtime7.28.4间接
npm@braintree/sanitize-url7.1.1间接
npm@chevrotain/types11.1.2间接
npm@commander-js/extra-typings14.0.0间接
npm@electron-forge/cli^7.11.2间接
npm@electron-forge/plugin-base^7.11.1间接
npm@electron-forge/plugin-base^7.11.2间接
npm@emnapi/core1.7.1间接
npm@emnapi/runtime1.7.1间接
npm@emnapi/wasi-threads1.1.0间接
npm@esbuild/aix-ppc640.27.4间接
npm@esbuild/android-arm0.27.4间接
npm@esbuild/android-arm640.27.4间接
npm@esbuild/android-x640.27.4间接
npm@esbuild/darwin-arm640.27.4间接
npm@esbuild/darwin-x640.27.4间接
npm@esbuild/freebsd-arm640.27.4间接
npm@esbuild/freebsd-x640.27.4间接
npm@esbuild/linux-arm0.27.4间接
npm@esbuild/linux-arm640.27.4间接
npm@esbuild/linux-ia320.27.4间接
npm@esbuild/linux-loong640.27.4间接
npm@esbuild/linux-mips64el0.27.4间接
npm@esbuild/linux-ppc640.27.4间接
npm@esbuild/linux-riscv640.27.4间接
npm@esbuild/linux-s390x0.27.4间接
npm@esbuild/linux-x640.27.4间接
npm@esbuild/netbsd-arm640.27.4间接
npm@esbuild/netbsd-x640.27.4间接
npm@esbuild/openbsd-arm640.27.4间接
npm@esbuild/openbsd-x640.27.4间接
npm@esbuild/openharmony-arm640.27.4间接
npm@esbuild/sunos-x640.27.4间接
npm@esbuild/win32-arm640.27.4间接
npm@esbuild/win32-ia320.27.4间接
npm@esbuild/win32-x640.27.4间接
npm@expo/config-plugins^54.0.4间接
npm@fastify/autoload^6.0.0间接
npm@fastify/cors^11.0.0间接
npm@fastify/multipart^9.0.0间接
npm@fastify/swagger^9.0.0间接
npm@fastify/swagger-ui^5.0.0间接
npm@floating-ui/core1.7.3间接
npm@floating-ui/dom1.7.4间接
npm@floating-ui/react-dom2.1.6间接
npm@floating-ui/utils0.2.10间接
npm@formatjs/fast-memoize3.0.1间接
npm@formatjs/intl-localematcher0.7.3间接
npm@fumadocs/ui16.3.2间接
npm@gerrit0/mini-shiki3.22.0间接
npm@huggingface/gguf^0.3.3间接
npm@huggingface/hub^2.11.0间接
npm@iconify/types2.0.0间接
npm@iconify/utils3.1.0间接
npm@icons-pack/react-simple-icons13.8.0间接
npm@img/colour1.0.0间接
npm@img/sharp-darwin-arm640.34.5间接
npm@img/sharp-darwin-x640.34.5间接
npm@img/sharp-libvips-darwin-arm641.2.4间接
npm@img/sharp-libvips-darwin-x641.2.4间接
npm@img/sharp-libvips-linux-arm1.2.4间接
npm@img/sharp-libvips-linux-arm641.2.4间接
npm@img/sharp-libvips-linux-ppc641.2.4间接
npm@img/sharp-libvips-linux-riscv641.2.4间接
npm@img/sharp-libvips-linux-s390x1.2.4间接
npm@img/sharp-libvips-linux-x641.2.4间接
npm@img/sharp-libvips-linuxmusl-arm641.2.4间接
npm@img/sharp-libvips-linuxmusl-x641.2.4间接
npm@img/sharp-linux-arm0.34.5间接
npm@img/sharp-linux-arm640.34.5间接
npm@img/sharp-linux-ppc640.34.5间接
npm@img/sharp-linux-riscv640.34.5间接
npm@img/sharp-linux-s390x0.34.5间接
npm@img/sharp-linux-x640.34.5间接
npm@img/sharp-linuxmusl-arm640.34.5间接
npm@img/sharp-linuxmusl-x640.34.5间接
npm@img/sharp-wasm320.34.5间接
npm@img/sharp-win32-arm640.34.5间接
npm@img/sharp-win32-ia320.34.5间接
npm@img/sharp-win32-x640.34.5间接
npm@inkeep/cxkit-color-mode0.5.111间接
npm@inkeep/cxkit-primitives0.5.111间接
npm@inkeep/cxkit-react0.5.111间接
npm@inkeep/cxkit-styled0.5.111间接
npm@inkeep/cxkit-theme0.5.111间接
npm@inkeep/cxkit-types0.5.111间接
npm@isaacs/balanced-match4.0.1间接
npm@isaacs/brace-expansion5.0.0间接
npm@isaacs/cliui8.0.2间接
npm@jridgewell/gen-mapping0.3.13间接
npm@jridgewell/remapping2.3.5间接
npm@jridgewell/resolve-uri3.1.2间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@jridgewell/trace-mapping0.3.31间接
npm@lancedb/lancedb^0.21.3间接
npm@mdx-js/mdx3.1.1间接
npm@mermaid-js/parser1.1.1间接
npm@modelcontextprotocol/sdk^1.12.1间接
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PyPIaudioop-lts0.2.2间接
PyPIaudioread3.1.0间接
PyPIbergamot间接
PyPIblack26.5.1间接
PyPIboto31.43.51间接
PyPIbotocore1.43.51间接
PyPIcertifi2026.6.17间接
PyPIcffi2.1.0间接
PyPIcharset-normalizer3.4.9间接
PyPIclick间接
PyPIclick8.4.2间接
PyPIcolorama0.4.6间接
PyPIdatacollective0.1.0间接
PyPIdatamodel-code-generator0.68.0间接
PyPIdatasets间接
PyPIdatasets3.6.0间接
PyPIdecorator5.3.1间接
PyPIdeepeval间接
PyPIdill0.3.8间接
PyPIdraccus0.10.0间接
PyPIeasyocr间接
PyPIevaluate0.4.6间接
PyPIfilelock3.30.3间接
PyPIfox-progress-bar0.1.3间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2025.3.0间接
PyPIfugashi1.5.2间接
PyPIgguf间接
PyPIgymnasium1.2.3间接
PyPIh110.16.0间接
PyPIhf-xet1.5.2间接
PyPIhttpcore1.0.9间接
PyPIhttpx间接
PyPIhttpx0.28.1间接
PyPIhuggingface-hub间接
PyPIhuggingface-hub0.32.6间接
PyPIhuggingface-hub1.10.1间接
PyPIidna3.18间接
PyPIimageio2.37.3间接
PyPIimageio-ffmpeg0.6.0间接
PyPIiniconfig2.3.0间接
PyPIjieba0.42.1间接
PyPIjiwer3.1.0间接
PyPIjmespath1.1.0间接
PyPIjoblib1.5.3间接
PyPIlazy-loader0.5间接
PyPIlerobot0.5.2间接
PyPIlibero0.1.1间接
PyPIlibrosa间接
PyPIlibrosa0.11.0间接
PyPIllama-cpp-python间接
PyPIllvmlite0.48.0间接
PyPImsgpack1.2.1间接
PyPImtdata间接
PyPImteb间接
PyPImujoco3.7.0间接
PyPImultidict6.7.1间接
PyPImultiprocess0.70.16间接
PyPImypy2.3.0间接
PyPInarwhals2.24.0间接
PyPInumba0.66.0间接
PyPInumpy间接
PyPInumpy2.2.6间接
PyPInumpy2.4.6间接
PyPIonnx间接
PyPIopenai-whisper间接
PyPIopencv-python-headless4.13.0.92间接
PyPIpackaging26.2间接
PyPIpandas3.0.3间接
PyPIpillow间接
PyPIplatformdirs4.10.0间接
PyPIpluggy1.6.0间接
PyPIpooch1.9.0间接
PyPIpropcache0.5.2间接
PyPIpsutil间接
PyPIpyarrow25.0.0间接
PyPIpycparser3.0间接
PyPIpydantic间接
PyPIpydantic2.13.4间接
PyPIpydantic-core2.46.4间接
PyPIpygments2.20.0间接
PyPIpytest8.4.2间接
PyPIpytest9.1.1间接
PyPIpytest-asyncio1.4.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-doctr间接
PyPIpython-dotenv1.2.2间接
PyPIpyyaml间接
PyPIpyyaml6.0.3间接
PyPIrapidfuzz3.14.5间接
PyPIregex2026.7.10间接
PyPIrequests间接
PyPIrequests2.34.2间接
PyPIrobosuite1.4.0间接
PyPIruff0.15.21间接
PyPIs3transfer0.19.1间接
PyPIsacrebleu间接
PyPIsafetensors间接
PyPIsafetensors0.7.0间接
PyPIsafetensors0.8.0间接
PyPIscikit-learn1.9.0间接
PyPIscipy1.18.0间接
PyPIsentence-transformers间接
PyPIsentencepiece间接
PyPIsix1.17.0间接
PyPIsoundfile0.13.1间接
PyPIsoxr1.1.0间接
PyPIstandard-aifc3.13.0间接
PyPIstandard-chunk3.13.0间接
PyPIstandard-sunau3.13.0间接
PyPIthreadpoolctl3.6.0间接
PyPItokenizers0.21.4间接
PyPItokenizers0.22.2间接
PyPItoolz间接
PyPItorch间接
PyPItorch2.10.0间接
PyPItqdm间接
PyPItqdm4.69.0间接
PyPItransformers间接
PyPItransformers4.53.3间接
PyPItransformers5.3.0间接
PyPItyping-extensions4.16.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.3间接
PyPIunbabel-comet间接
PyPIunidic-lite1.0.8间接
PyPIurllib32.7.0间接
PyPIxxhash3.8.1间接
PyPIyarl1.24.2间接
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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 v0.12.0—— 完整方法论 · 指标知识库.

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