Python library for analyzing data quality and its impact on model performance across classification and object-detection tasks.
aria-ml/dataeval 的健康指数为 100 分中的 69 分,处于「良好」区间。 其得分最高的类别是Vitality(94/100),最低的是Sustainability & Governance(34/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
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。
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 62 经校准后在公布的指数量表上为 69(记录校准 2026-08-02)。
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | dataeval | 1.0.6 | 3,679 | 81 | 133 天前 |
项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 33.2/36 | 提交节奏 — 52 周中有 48 周有提交 |
| 18/18 | 提交量 — 最近一年 633 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 633 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 48 |
| 27/27 | 有发布版本 — 已发布 21 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 2 天前 |
| 27/27 | 发布节奏 — 约每 16.6 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 21 |
| latest_release_tag | v1.1.0-rc6 |
| releases_from_tags | 否 |
| days_since_latest_release | 2 |
| mean_days_between_releases | 16.6 |
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?
| 20/60 | 星标 — 18 个星标 |
| 5.8/25 | 复刻 — 6 个复刻 |
| 0/15 | 关注者 — 2 位关注者 |
| forks | 6 |
| stars | 18 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证(MIT) |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 3 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | readthedocs.org, shields.io |
| has_pull_request_template | 否 |
| 47.5/80 | 月度下载量 — pypi 合计每月 3,679 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
| packages | dataeval |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 3,679 |
| unverified_packages_excluded | — |
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?
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 2.6/22.5 | 提交分布 — 头号贡献者编写了 88% 的提交 |
| 5.4/13.5 | 贡献者广度 — 4 位贡献者 |
| 3/10 | OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0.884 |
| 0/42 | 议题解决 — 没有议题或无数据 |
| 0/30 | PR 接受 — 已裁定的 PR 中 0/1 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 0/15 | OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 0 |
| prs_decided_30d | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 1 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
| 10/30 | 所有权背书 — 个人(用户)账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 0/25 | 所有者影响力 — aria-ml 有 0 位关注者 |
| 12.9/25 | 既往记录 — 9 个公开仓库,账户约 2 年 |
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | aria-ml |
| public_repos | 9 |
| account_age_days | 1,017 |
| 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 133 天前 |
| 20/20 | 版本历史 — 81 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | dataeval |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 133 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 5 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — pyproject.toml ([tool.ruff]) |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard:CI-Tests — 无数据 |
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://dataeval.readthedocs.io |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 8 个主题标签 |
| 0/10 | Wiki |
| topics | ai, data, metrics, sufficiency, bias-detection, linter, out-of-distribution-detection, outlier-detection |
| has_wiki | 否 |
| homepage | https://dataeval.readthedocs.io |
| docs_site | https://dataeval.readthedocs.io |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool detected: CodeQL |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 84 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.4 |
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 19 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
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。
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档(llms.txt) |
| 8.5/40 | 可读的提交历史 — 100 次人类提交中有 16 次说明了意图(结构化标题或解释性正文) |
| has_llms_txt | 否 |
| llms_txt_url | — |
| legible_history_share | 0.16 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | 一条命令的引导启动 — noxfile.py |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — pyproject.toml ([tool.ruff]) |
| 11/11 | 静态类型检查 — src/dataeval/py.typed |
| 10/10 | 可复现环境 — devcontainer, Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | poetry.lock, uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | noxfile.py |
| has_devcontainer | 是 |
| has_linter_config | 是 |
| typecheck_configs | src/dataeval/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 27/45 | 可类型检查的代码 — Python,已配置类型检查(src/dataeval/py.typed) |
| 54.2/55 | 可控的文件大小 — 采样的 424 个源文件中有 6 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 189,504 |
| source_files_sampled | 424 |
| oversized_source_files | 6 |
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。
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)。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool detected: CodeQL |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 84 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | maite | >=0.9.4 | pyproject.toml |
| PyPI | numba | >=0.61.0 | pyproject.toml |
| PyPI | lightgbm | >=4 | pyproject.toml |
| PyPI | numpy | >=1.24.2 | pyproject.toml |
| PyPI | polars | >=1.0.0 | pyproject.toml |
| PyPI | pydantic | >=2.8 | pyproject.toml |
| PyPI | scikit-learn | >=1.5.0 | pyproject.toml |
| PyPI | scipy | >=1.10.0 | pyproject.toml |
| PyPI | torch | >=2.2.0 | pyproject.toml |
| PyPI | typing-extensions | >=4.12 | pyproject.toml |
| PyPI | xxhash | >=3.4 | pyproject.toml |
| PyPI | psutil | >=7.0.0 | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:26 个直接依赖与 414 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 |
|---|---|---|---|
| PyPI | lightgbm | 4.6.0 | 直接 |
| PyPI | lightgbm | 4.7.0 | 直接 |
| PyPI | maite | 0.9.5 | 直接 |
| PyPI | numba | 0.65.0 | 直接 |
| PyPI | numba | 0.66.0 | 直接 |
| PyPI | numpy | 2.2.6 | 直接 |
| PyPI | numpy | 2.4.6 | 直接 |
| PyPI | polars | 1.39.3 | 直接 |
| PyPI | polars | 1.43.1 | 直接 |
| PyPI | psutil | 7.2.2 | 直接 |
| PyPI | pydantic | 2.12.5 | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | scikit-learn | 1.7.2 | 直接 |
| PyPI | scikit-learn | 1.8.0 | 直接 |
| PyPI | scikit-learn | 1.9.0 | 直接 |
| PyPI | scipy | 1.15.3 | 直接 |
| PyPI | scipy | 1.17.1 | 直接 |
| PyPI | scipy | 1.18.0 | 直接 |
| PyPI | torch | 2.13.0 | 直接 |
| PyPI | torch | 2.13.0+cpu | 直接 |
| PyPI | torch | 2.13.0+cu126 | 直接 |
| PyPI | torch | 2.13.0+cu130 | 直接 |
| PyPI | typing-extensions | 4.15.0 | 直接 |
| PyPI | typing-extensions | 4.16.0 | 直接 |
| PyPI | xxhash | 3.6.0 | 直接 |
| PyPI | xxhash | 3.8.1 | 直接 |
| PyPI | ai-edge-litert | 2.1.5 | 间接 |
| PyPI | ai-edge-litert | 2.1.6 | 间接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-doc | 0.0.5 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | annotated-types | 0.8.0 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | anyio | 4.14.2 | 间接 |
| PyPI | appdirs | 1.4.4 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | argcomplete | 3.6.3 | 间接 |
| PyPI | argcomplete | 3.7.0 | 间接 |
| PyPI | argon2-cffi | 25.1.0 | 间接 |
| PyPI | argon2-cffi-bindings | 25.1.0 | 间接 |
| PyPI | arrow | 1.4.0 | 间接 |
| PyPI | astroid | 4.1.2 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | asttokens | 3.0.2 | 间接 |
| PyPI | async-lru | 2.3.0 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backports-strenum | 1.2.8 | 间接 |
| PyPI | backports-strenum | 1.3.1 | 间接 |
| PyPI | backports-tarfile | 1.2.0 | 间接 |
| PyPI | beautifulsoup4 | 4.14.3 | 间接 |
| PyPI | beautifulsoup4 | 4.15.0 | 间接 |
| PyPI | bleach | 6.3.0 | 间接 |
| PyPI | bleach | 6.4.0 | 间接 |
| PyPI | build | 1.4.2 | 间接 |
| PyPI | build | 1.5.0 | 间接 |
| PyPI | cachecontrol | 0.14.4 | 间接 |
| PyPI | certifi | 2026.2.25 | 间接 |
| PyPI | certifi | 2026.7.22 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cffi | 2.1.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | charset-normalizer | 3.4.9 | 间接 |
| PyPI | cleo | 2.1.0 | 间接 |
| PyPI | click | 8.3.2 | 间接 |
| PyPI | click | 8.4.2 | 间接 |
| PyPI | codespell | 2.4.2 | 间接 |
| PyPI | codespell | 2.4.3 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coloredlogs | 15.0.1 | 间接 |
| PyPI | colorlog | 6.10.1 | 间接 |
| PyPI | colorlog | 6.12.0 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.13.5 | 间接 |
| PyPI | coverage | 7.15.2 | 间接 |
| PyPI | crashtest | 0.4.1 | 间接 |
| PyPI | cryptography | 46.0.6 | 间接 |
| PyPI | cryptography | 50.0.0 | 间接 |
| PyPI | cuda-bindings | 12.9.4 | 间接 |
| PyPI | cuda-bindings | 13.3.1 | 间接 |
| PyPI | cuda-pathfinder | 1.6.0 | 间接 |
| PyPI | cuda-toolkit | 12.6.3 | 间接 |
| PyPI | cuda-toolkit | 13.0.3.0 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dataeval-plots | 0.0.8 | 间接 |
| PyPI | debugpy | 1.8.20 | 间接 |
| PyPI | debugpy | 1.8.21 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | dependency-groups | 1.3.1 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | distlib | 0.4.3 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | dulwich | 0.24.10 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastjsonschema | 2.21.2 | 间接 |
| PyPI | fastjsonschema | 2.22.1 | 间接 |
| PyPI | filelock | 3.25.2 | 间接 |
| PyPI | filelock | 3.32.2 | 间接 |
| PyPI | findpython | 0.7.1 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | fonttools | 4.62.1 | 间接 |
| PyPI | fonttools | 4.63.0 | 间接 |
| PyPI | fqdn | 1.4.0 | 间接 |
| PyPI | fqdn | 1.5.1 | 间接 |
| PyPI | fsspec | 2026.3.0 | 间接 |
| PyPI | fsspec | 2026.7.0 | 间接 |
| PyPI | greenlet | 3.3.2 | 间接 |
| PyPI | greenlet | 3.5.4 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | humanfriendly | 10.0 | 间接 |
| PyPI | humanize | 4.15.0 | 间接 |
| PyPI | humanize | 4.16.0 | 间接 |
| PyPI | idna | 3.11 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | imageio | 2.37.3 | 间接 |
| PyPI | imageio | 2.37.4 | 间接 |
| PyPI | imagesize | 1.5.0 | 间接 |
| PyPI | imagesize | 2.0.0 | 间接 |
| PyPI | importlib-metadata | 9.0.0 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | installer | 0.7.0 | 间接 |
| PyPI | ipykernel | 7.2.0 | 间接 |
| PyPI | ipykernel | 7.3.0 | 间接 |
| PyPI | ipython | 8.39.0 | 间接 |
| PyPI | ipython | 9.10.1 | 间接 |
| PyPI | ipython | 9.12.0 | 间接 |
| PyPI | ipython | 9.16.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | ipywidgets | 8.1.8 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | isoduration | 20.11.0 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.1.2 | 间接 |
| PyPI | jaraco-functools | 4.4.0 | 间接 |
| PyPI | jaraco-functools | 4.6.0 | 间接 |
| PyPI | jedi | 0.19.2 | 间接 |
| PyPI | jedi | 0.20.0 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | json5 | 0.14.0 | 间接 |
| PyPI | json5 | 0.15.0 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter | 1.1.1 | 间接 |
| PyPI | jupyter-builder | 1.2.1 | 间接 |
| PyPI | jupyter-cache | 1.0.1 | 间接 |
| PyPI | jupyter-client | 8.8.0 | 间接 |
| PyPI | jupyter-client | 8.9.1 | 间接 |
| PyPI | jupyter-console | 6.6.3 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | jupyter-events | 0.12.0 | 间接 |
| PyPI | jupyter-events | 0.12.1 | 间接 |
| PyPI | jupyter-lsp | 2.3.1 | 间接 |
| PyPI | jupyter-server | 2.17.0 | 间接 |
| PyPI | jupyter-server | 2.20.0 | 间接 |
| PyPI | jupyter-server-terminals | 0.5.4 | 间接 |
| PyPI | jupyterlab | 4.5.6 | 间接 |
| PyPI | jupyterlab | 4.6.2 | 间接 |
| PyPI | jupyterlab-pygments | 0.3.0 | 间接 |
| PyPI | jupyterlab-server | 2.28.0 | 间接 |
| PyPI | jupyterlab-widgets | 3.0.16 | 间接 |
| PyPI | jupytext | 1.19.1 | 间接 |
| PyPI | jupytext | 1.19.5 | 间接 |
| PyPI | keyring | 25.7.0 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | lazy-loader | 0.5 | 间接 |
| PyPI | lightning-utilities | 0.15.3 | 间接 |
| PyPI | llvmlite | 0.47.0 | 间接 |
| PyPI | llvmlite | 0.48.0 | 间接 |
| PyPI | maite-datasets | 0.0.18 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.1 | 间接 |
| PyPI | matplotlib | 3.10.8 | 间接 |
| PyPI | matplotlib | 3.10.9 | 间接 |
| PyPI | matplotlib | 3.11.1 | 间接 |
| PyPI | matplotlib-inline | 0.2.1 | 间接 |
| PyPI | matplotlib-inline | 0.2.2 | 间接 |
| PyPI | mdit-py-plugins | 0.5.0 | 间接 |
| PyPI | mdit-py-plugins | 0.6.1 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mistune | 3.2.0 | 间接 |
| PyPI | mistune | 3.3.4 | 间接 |
| PyPI | ml-dtypes | 0.5.4 | 间接 |
| PyPI | more-itertools | 11.0.1 | 间接 |
| PyPI | more-itertools | 11.1.0 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgpack | 1.1.2 | 间接 |
| PyPI | msgpack | 1.2.1 | 间接 |
| PyPI | myst-nb | 1.4.0 | 间接 |
| PyPI | myst-parser | 4.0.1 | 间接 |
| PyPI | myst-parser | 5.0.0 | 间接 |
| PyPI | myst-parser | 5.1.0 | 间接 |
| PyPI | narwhals | 2.18.1 | 间接 |
| PyPI | narwhals | 2.24.0 | 间接 |
| PyPI | nbclient | 0.10.4 | 间接 |
| PyPI | nbclient | 0.11.0 | 间接 |
| PyPI | nbconvert | 7.17.0 | 间接 |
| PyPI | nbconvert | 7.17.1 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | nest-asyncio2 | 1.7.2 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | networkx | 3.6 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | nodejs-wheel-binaries | 24.14.1 | 间接 |
| PyPI | nodejs-wheel-binaries | 24.16.0 | 间接 |
| PyPI | notebook | 7.5.5 | 间接 |
| PyPI | notebook | 7.6.1 | 间接 |
| PyPI | notebook-shim | 0.2.4 | 间接 |
| PyPI | nox | 2026.2.9 | 间接 |
| PyPI | nox | 2026.7.11 | 间接 |
| PyPI | nox-uv | 0.7.1 | 间接 |
| PyPI | nox-uv | 0.8.0 | 间接 |
| PyPI | nvidia-cublas | 13.1.1.3 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.6.4.1 | 间接 |
| PyPI | nvidia-cuda-cupti | 13.0.85 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.6.80 | 间接 |
| PyPI | nvidia-cuda-nvrtc | 13.0.88 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.6.85 | 间接 |
| PyPI | nvidia-cuda-runtime | 13.0.96 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.6.77 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | 间接 |
| PyPI | nvidia-cudnn-cu13 | 9.20.0.48 | 间接 |
| PyPI | nvidia-cufft | 12.0.0.61 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.3.0.4 | 间接 |
| PyPI | nvidia-cufile | 1.15.1.6 | 间接 |
| PyPI | nvidia-cufile-cu12 | 1.11.1.6 | 间接 |
| PyPI | nvidia-curand | 10.4.0.35 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.7.77 | 间接 |
| PyPI | nvidia-cusolver | 12.0.4.66 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.7.1.2 | 间接 |
| PyPI | nvidia-cusparse | 12.6.3.3 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.5.4.2 | 间接 |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | 间接 |
| PyPI | nvidia-cusparselt-cu13 | 0.8.1 | 间接 |
| PyPI | nvidia-ml-py | 13.610.43 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.29.3 | 间接 |
| PyPI | nvidia-nccl-cu13 | 2.29.7 | 间接 |
| PyPI | nvidia-nvjitlink | 13.3.33 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.6.85 | 间接 |
| PyPI | nvidia-nvshmem-cu12 | 3.4.5 | 间接 |
| PyPI | nvidia-nvshmem-cu13 | 3.4.5 | 间接 |
| PyPI | nvidia-nvtx | 13.0.85 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.6.77 | 间接 |
| PyPI | onnx | 1.21.0 | 间接 |
| PyPI | onnx | 1.22.0 | 间接 |
| PyPI | onnx-ir | 1.0.0 | 间接 |
| PyPI | onnxruntime | 1.23.2 | 间接 |
| PyPI | onnxruntime | 1.24.4 | 间接 |
| PyPI | onnxruntime | 1.28.0 | 间接 |
| PyPI | onnxruntime-gpu | 1.23.2 | 间接 |
| PyPI | onnxruntime-gpu | 1.24.4 | 间接 |
| PyPI | onnxruntime-gpu | 1.26.0 | 间接 |
| PyPI | onnxruntime-gpu | 1.29.0 | 间接 |
| PyPI | onnxscript | 0.7.1 | 间接 |
| PyPI | opencv-contrib-python | 4.11.0.86 | 间接 |
| PyPI | opencv-contrib-python | 4.12.0.88 | 间接 |
| PyPI | opencv-python | 4.11.0.86 | 间接 |
| PyPI | opencv-python | 4.12.0.88 | 间接 |
| PyPI | opencv-python-headless | 4.11.0.86 | 间接 |
| PyPI | opencv-python-headless | 4.12.0.88 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | packaging | 26.0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pandas | 3.0.3 | 间接 |
| PyPI | pandas | 3.0.5 | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parso | 0.8.6 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
| PyPI | pbs-installer | 2025.12.17 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | pillow | 12.3.0 | 间接 |
| PyPI | pip | 26.0.1 | 间接 |
| PyPI | pip | 26.2 | 间接 |
| PyPI | pkginfo | 1.12.1.2 | 间接 |
| PyPI | platformdirs | 4.11.0 | 间接 |
| PyPI | platformdirs | 4.9.4 | 间接 |
| PyPI | plotly | 6.6.0 | 间接 |
| PyPI | plotly | 6.9.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | poetry | 2.2.0 | 间接 |
| PyPI | poetry-core | 2.2.0 | 间接 |
| PyPI | polars-runtime-32 | 1.39.3 | 间接 |
| PyPI | polars-runtime-32 | 1.43.1 | 间接 |
| PyPI | prometheus-client | 0.24.1 | 间接 |
| PyPI | prometheus-client | 0.26.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | prompt-toolkit | 3.0.53 | 间接 |
| PyPI | protobuf | 7.34.1 | 间接 |
| PyPI | protobuf | 7.35.1 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-core | 2.41.5 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pydantic-extra-types | 2.11.1 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pyproject2conda | 0.22.1 | 间接 |
| PyPI | pyproject2conda | 0.23.1 | 间接 |
| PyPI | pyreadline3 | 3.5.4 | 间接 |
| PyPI | pyreadline3 | 3.5.6 | 间接 |
| PyPI | pyright | 1.1.408 | 间接 |
| PyPI | pyright | 1.1.411 | 间接 |
| PyPI | pytest | 9.0.2 | 间接 |
| PyPI | pytest | 9.1.1 | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | pytest-xdist | 3.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-discovery | 1.2.1 | 间接 |
| PyPI | python-discovery | 1.5.1 | 间接 |
| PyPI | python-json-logger | 4.1.0 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pytz | 2026.3.post1 | 间接 |
| PyPI | pywin32-ctypes | 0.2.3 | 间接 |
| PyPI | pywinpty | 3.0.3 | 间接 |
| PyPI | pywinpty | 3.0.5 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | rapidfuzz | 3.14.3 | 间接 |
| PyPI | rapidfuzz | 3.14.5 | 间接 |
| PyPI | rdflib | 7.6.0 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | requests | 2.33.1 | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rfc3339-validator | 0.1.4 | 间接 |
| PyPI | rfc3986-validator | 0.1.1 | 间接 |
| PyPI | rfc3987-syntax | 1.1.0 | 间接 |
| PyPI | rich | 14.3.3 | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | roman-numerals | 4.1.0 | 间接 |
| PyPI | roman-numerals-py | 4.1.0 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rpds-py | 2026.6.3 | 间接 |
| PyPI | ruff | 0.15.9 | 间接 |
| PyPI | ruff | 0.16.1 | 间接 |
| PyPI | scikit-image | 0.25.2 | 间接 |
| PyPI | scikit-image | 0.26.0 | 间接 |
| PyPI | secretstorage | 3.5.0 | 间接 |
| PyPI | send2trash | 2.1.0 | 间接 |
| PyPI | setuptools | 82.0.1 | 间接 |
| PyPI | setuptools | 83.0.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | snowballstemmer | 3.0.1 | 间接 |
| PyPI | snowballstemmer | 3.1.1 | 间接 |
| PyPI | soupsieve | 2.8.3 | 间接 |
| PyPI | soupsieve | 2.9.1 | 间接 |
| PyPI | sphinx | 8.1.3 | 间接 |
| PyPI | sphinx | 8.2.3 | 间接 |
| PyPI | sphinx-autoapi | 3.8.0 | 间接 |
| PyPI | sphinx-design | 0.6.1 | 间接 |
| PyPI | sphinx-design | 0.7.0 | 间接 |
| PyPI | sphinx-immaterial | 0.13.9 | 间接 |
| PyPI | sphinx-new-tab-link | 0.8.1 | 间接 |
| PyPI | sphinx-tabs | 3.5.0 | 间接 |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-extdevhelper-kasane | 0.2.1 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | 间接 |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | 间接 |
| PyPI | sqlalchemy | 2.0.49 | 间接 |
| PyPI | sqlalchemy | 2.0.51 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | terminado | 0.18.1 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tifffile | 2025.5.10 | 间接 |
| PyPI | tifffile | 2026.3.3 | 间接 |
| PyPI | tifffile | 2026.7.31 | 间接 |
| PyPI | tinycss2 | 1.4.0 | 间接 |
| PyPI | tinycss2 | 1.5.1 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tomlkit | 0.14.0 | 间接 |
| PyPI | tomlkit | 0.15.1 | 间接 |
| PyPI | torchmetrics | 1.9.0 | 间接 |
| PyPI | torchvision | 0.28.0 | 间接 |
| PyPI | torchvision | 0.28.0+cpu | 间接 |
| PyPI | torchvision | 0.28.0+cu126 | 间接 |
| PyPI | torchvision | 0.28.0+cu130 | 间接 |
| PyPI | tornado | 6.5.5 | 间接 |
| PyPI | tornado | 6.5.7 | 间接 |
| PyPI | tqdm | 4.68.3 | 间接 |
| PyPI | tqdm | 4.70.0 | 间接 |
| PyPI | traitlets | 5.14.3 | 间接 |
| PyPI | traitlets | 5.16.0 | 间接 |
| PyPI | triton | 3.7.1 | 间接 |
| PyPI | trove-classifiers | 2026.1.14.14 | 间接 |
| PyPI | trove-classifiers | 2026.6.1.19 | 间接 |
| PyPI | typer | 0.24.1 | 间接 |
| PyPI | typer | 0.27.0 | 间接 |
| PyPI | types-pyyaml | 6.0.12.20260724 | 间接 |
| PyPI | types-requests | 2.33.0.20260712 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | typos | 1.49.0 | 间接 |
| PyPI | tzdata | 2026.1 | 间接 |
| PyPI | tzdata | 2026.3 | 间接 |
| PyPI | ultralytics | 8.4.114 | 间接 |
| PyPI | ultralytics | 8.4.60 | 间接 |
| PyPI | ultralytics-thop | 2.0.19 | 间接 |
| PyPI | ultralytics-thop | 2.1.6 | 间接 |
| PyPI | uri-template | 1.3.0 | 间接 |
| PyPI | urllib3 | 2.6.3 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uv | 0.11.3 | 间接 |
| PyPI | uv | 0.12.1 | 间接 |
| PyPI | virtualenv | 21.2.0 | 间接 |
| PyPI | virtualenv | 21.7.1 | 间接 |
| PyPI | wcwidth | 0.6.0 | 间接 |
| PyPI | wcwidth | 0.8.2 | 间接 |
| PyPI | webcolors | 25.10.0 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
| PyPI | widgetsnbextension | 4.0.15 | 间接 |
| PyPI | xattr | 1.3.0 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
安装 pypi:dataeval@1.0.6 会引入 19 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。
没有已知公告影响已评估的依赖。
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。
发现这份报告有不准确之处,或有想法要分享?错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。