A python library for self-supervised learning on images.
lightly-ai/lightly 的健康指数为 100 分中的 95 分,处于「卓越」区间。 其得分最高的类别是Engineering Quality(96/100),最低的是Security(58/100)。 最近一次更新在 2 天前。 近期的大部分工作由 3 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 82 经校准后在公布的指数量表上为 95(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 | lightly | 1.5.26 | - | 140 | 52 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 2 天前 |
| 18/36 | 提交节奏 — 52 周中有 26 周有提交 |
| 17.9/18 | 提交量 — 最近一年 97 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 | 97 |
| human_commit_share | 1 |
| days_since_last_push | 2 |
| active_weeks_last_year | 26 |
| 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 52 天前 |
| 19.8/27 | 发布节奏 — 约每 61.4 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — 无数据 |
| releases_count | 100 |
| latest_release_tag | v1.5.26 |
| releases_from_tags | 否 |
| days_since_latest_release | 52 |
| mean_days_between_releases | 61.4 |
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?
| 58.1/60 | 星标 — 3,812 个星标 |
| 21.4/25 | 复刻 — 366 个复刻 |
| 8/15 | 关注者 — 29 位关注者 |
| forks | 366 |
| stars | 3,812 |
| watchers | 29 |
| 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 | 8 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | github.com, shields.io |
| has_pull_request_template | 否 |
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?
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 17.6/22.5 | 提交分布 — 头号贡献者编写了 22% 的提交 |
| 13.5/13.5 | 贡献者广度 — 94 位贡献者 |
| 10/10 | OpenSSF Scorecard:Contributors — project has 13 contributing companies or organizations |
| bus_factor | 3 |
| contributors_sampled | 94 |
| top_contributor_share | 0.217 |
| 37.2/42 | 议题解决 — 88% 的议题已关闭 |
| 27.7/30 | PR 接受 — 已裁定的 PR 中 1,278/1,386 已合并 |
| 13/13 | Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 2/2 |
| 13.5/15 | OpenSSF Scorecard:Code-Review — Found 27/30 approved changesets -- score normalized to 9 |
| merged_prs | 1,278 |
| open_issues | 74 |
| closed_issues | 570 |
| prs_merged_7d | 1 |
| prs_decided_7d | 3 |
| prs_merged_30d | 10 |
| prs_decided_30d | 12 |
| issue_closed_ratio | 0.885 |
| closed_unmerged_prs | 108 |
| first_time_authors_30d | 2 |
| first_time_prs_merged_30d | 2 |
| first_time_prs_decided_30d | 2 |
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 16.7/25 | 所有者影响力 — lightly-ai 有 210 位关注者 |
| 23.1/25 | 既往记录 — 32 个公开仓库,账户约 7 年 |
| followers | 210 |
| owner_type | Organization |
| is_verified | 否 |
| owner_login | lightly-ai |
| public_repos | 32 |
| account_age_days | 2,697 |
| 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 52 天前 |
| 20/20 | 版本历史 — 140 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | lightly |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 52 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 8 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — pyproject.toml ([tool.ruff]) |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://docs.lightly.ai/self-supervised-learning/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 9 个主题标签 |
| 10/10 | Wiki |
| topics | deep-learning, self-supervised-learning, machine-learning, computer-vision, pytorch, embeddings, contrastive-learning, hacktoberfest, contributions-welcome |
| has_wiki | 是 |
| homepage | https://docs.lightly.ai/self-supervised-learning/ |
| docs_site | https://docs.lightly.ai/self-supervised-learning/ |
| 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 |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6.8/7.5 | Code-Review — Found 27/30 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 13 contributing companies or organizations |
| 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 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 101 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.6 |
| 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 | 62 |
| 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。
| 45/45 | 代理指令 — 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) |
| has_llms_txt | 否 |
| llms_txt_url | — |
| legible_history_share | 1 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 6,093 |
| 18/18 | 一条命令的引导启动 — Makefile, docs/Makefile |
| 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 — lightly/transforms/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 18 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 |
| 0/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | lightly/transforms/py.typed |
| agent_commit_share | 0.18 |
| 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(lightly/transforms/py.typed) |
| 55/55 | 可控的文件大小 — 采样的 400 个源文件中有 0 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 58,489 |
| source_files_sampled | 400 |
| oversized_source_files | 0 |
| 0/40 | API 模式(OpenAPI/GraphQL/proto) — 不适用于此类软件 |
| 0/20 | MCP 服务器 — 不适用于此类软件 |
| 40/40 | 可运行示例 — examples, notebooks |
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
| interfaces_expected_of | — |
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。
每个点涵盖 6 天。
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 9 | Code-Review | Found 27/30 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 13 contributing companies or organizations |
| 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 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 101 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | hydra-core | >=1.0.0 | pyproject.toml |
| PyPI | numpy | >=1.18.1 | pyproject.toml |
| PyPI | tqdm | >=4.44 | pyproject.toml |
| PyPI | torch | — | pyproject.toml |
| PyPI | torchvision | — | pyproject.toml |
| PyPI | pytorch_lightning | >=1.0.4 | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:18 个直接依赖与 239 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 | hydra-core | — | 直接 |
| PyPI | hydra-core | 1.3.2 | 直接 |
| PyPI | numpy | — | 直接 |
| PyPI | numpy | 1.24.4 | 直接 |
| PyPI | numpy | 2.0.2 | 直接 |
| PyPI | numpy | 2.2.6 | 直接 |
| PyPI | numpy | 2.3.2 | 直接 |
| PyPI | pytorch-lightning | — | 直接 |
| PyPI | pytorch-lightning | 2.4.0 | 直接 |
| PyPI | pytorch-lightning | 2.5.2 | 直接 |
| PyPI | torch | — | 直接 |
| PyPI | torch | 2.5.1 | 直接 |
| PyPI | torch | 2.8.0 | 直接 |
| PyPI | torchvision | — | 直接 |
| PyPI | torchvision | 0.20.1 | 直接 |
| PyPI | torchvision | 0.23.0 | 直接 |
| PyPI | tqdm | — | 直接 |
| PyPI | tqdm | 4.67.1 | 直接 |
| PyPI | aiohappyeyeballs | 2.4.4 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.10.11 | 间接 |
| PyPI | aiohttp | 3.12.15 | 间接 |
| PyPI | aiosignal | 1.3.1 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | alabaster | 0.7.13 | 间接 |
| PyPI | alabaster | 0.7.16 | 间接 |
| PyPI | antlr4-python3-runtime | 4.9.3 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 25.3.0 | 间接 |
| PyPI | av | — | 间接 |
| PyPI | av | 12.3.0 | 间接 |
| PyPI | av | 15.0.0 | 间接 |
| PyPI | babel | 2.17.0 | 间接 |
| PyPI | backports-tarfile | 1.2.0 | 间接 |
| PyPI | build | 1.2.2.post1 | 间接 |
| PyPI | build | 1.3.0 | 间接 |
| PyPI | certifi | 2025.8.3 | 间接 |
| PyPI | cffi | 1.17.1 | 间接 |
| PyPI | cfgv | 3.4.0 | 间接 |
| PyPI | charset-normalizer | 3.4.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | contourpy | 1.1.1 | 间接 |
| PyPI | contourpy | 1.3.0 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | cryptography | 45.0.6 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | docutils | — | 间接 |
| PyPI | docutils | 0.16 | 间接 |
| PyPI | exceptiongroup | 1.3.0 | 间接 |
| PyPI | execnet | 2.1.1 | 间接 |
| PyPI | fastjsonschema | 2.21.1 | 间接 |
| PyPI | filelock | 3.16.1 | 间接 |
| PyPI | filelock | 3.18.0 | 间接 |
| PyPI | fonttools | 4.57.0 | 间接 |
| PyPI | fonttools | 4.59.0 | 间接 |
| PyPI | frozenlist | 1.5.0 | 间接 |
| PyPI | frozenlist | 1.7.0 | 间接 |
| PyPI | fsspec | 2025.3.0 | 间接 |
| PyPI | fsspec | 2025.7.0 | 间接 |
| PyPI | hf-xet | 1.1.7 | 间接 |
| PyPI | huggingface-hub | 0.34.3 | 间接 |
| PyPI | id | 1.5.0 | 间接 |
| PyPI | identify | 2.6.1 | 间接 |
| PyPI | identify | 2.6.12 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | imagesize | 1.4.1 | 间接 |
| PyPI | importlib-metadata | 8.5.0 | 间接 |
| PyPI | importlib-metadata | 8.7.0 | 间接 |
| PyPI | importlib-resources | 6.4.5 | 间接 |
| PyPI | importlib-resources | 6.5.2 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.0.1 | 间接 |
| PyPI | jaraco-functools | 4.1.0 | 间接 |
| PyPI | jaraco-functools | 4.2.1 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | joblib | 1.4.2 | 间接 |
| PyPI | joblib | 1.5.1 | 间接 |
| PyPI | jsonschema | 4.23.0 | 间接 |
| PyPI | jsonschema | 4.25.0 | 间接 |
| PyPI | jsonschema-specifications | 2023.12.1 | 间接 |
| PyPI | jsonschema-specifications | 2025.4.1 | 间接 |
| PyPI | jupyter-core | 5.8.1 | 间接 |
| PyPI | jupytext | 1.17.1 | 间接 |
| PyPI | jupytext | 1.17.2 | 间接 |
| PyPI | keyring | 25.5.0 | 间接 |
| PyPI | keyring | 25.6.0 | 间接 |
| PyPI | kiwisolver | 1.4.7 | 间接 |
| PyPI | kiwisolver | 1.4.8 | 间接 |
| PyPI | lightning-utilities | 0.11.9 | 间接 |
| PyPI | lightning-utilities | 0.15.2 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markupsafe | 2.1.5 | 间接 |
| PyPI | markupsafe | 3.0.2 | 间接 |
| PyPI | matplotlib | — | 间接 |
| PyPI | matplotlib | 3.10.5 | 间接 |
| PyPI | matplotlib | 3.7.5 | 间接 |
| PyPI | matplotlib | 3.9.4 | 间接 |
| PyPI | mdit-py-plugins | 0.4.2 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | more-itertools | 10.5.0 | 间接 |
| PyPI | more-itertools | 10.7.0 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | multidict | 6.1.0 | 间接 |
| PyPI | multidict | 6.6.3 | 间接 |
| PyPI | mypy | 1.14.1 | 间接 |
| PyPI | mypy | 1.17.1 | 间接 |
| PyPI | mypy | 1.4.1 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | networkx | 3.1 | 间接 |
| PyPI | networkx | 3.2.1 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | networkx | 3.5 | 间接 |
| PyPI | nh3 | 0.3.0 | 间接 |
| PyPI | nodeenv | 1.9.1 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.4.5.8 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.8.4.1 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.4.127 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.4.127 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.4.127 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.1.0.70 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.2.1.3 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.3.3.83 | 间接 |
| PyPI | nvidia-cufile-cu12 | 1.13.1.3 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.5.147 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.9.90 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.6.1.9 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.7.3.90 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.3.1.170 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.5.8.93 | 间接 |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.21.5 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.27.3 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.4.127 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.4.127 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.8.90 | 间接 |
| PyPI | omegaconf | 2.3.0 | 间接 |
| PyPI | opencv-python | 4.11.0.86 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pandas | 2.0.3 | 间接 |
| PyPI | pandas | 2.3.1 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | pillow | 10.4.0 | 间接 |
| PyPI | pillow | 11.3.0 | 间接 |
| PyPI | pkgutil-resolve-name | 1.3.10 | 间接 |
| PyPI | platformdirs | 4.3.6 | 间接 |
| PyPI | platformdirs | 4.3.8 | 间接 |
| PyPI | pluggy | 1.5.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 3.5.0 | 间接 |
| PyPI | pre-commit | 4.2.0 | 间接 |
| PyPI | propcache | 0.2.0 | 间接 |
| PyPI | propcache | 0.3.2 | 间接 |
| PyPI | py | 1.11.0 | 间接 |
| PyPI | pycparser | 2.22 | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pyparsing | 3.1.4 | 间接 |
| PyPI | pyparsing | 3.2.3 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pytest | 8.3.5 | 间接 |
| PyPI | pytest | 8.4.1 | 间接 |
| PyPI | pytest-forked | 1.6.0 | 间接 |
| PyPI | pytest-mock | 3.14.1 | 间接 |
| PyPI | pytest-xdist | 3.6.1 | 间接 |
| PyPI | pytest-xdist | 3.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | pytz | 2025.2 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pywin32-ctypes | 0.2.3 | 间接 |
| PyPI | pyyaml | 6.0.2 | 间接 |
| PyPI | readme-renderer | 43.0 | 间接 |
| PyPI | referencing | 0.35.1 | 间接 |
| PyPI | referencing | 0.36.2 | 间接 |
| PyPI | requests | 2.32.4 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | responses | 0.25.7 | 间接 |
| PyPI | rfc3986 | 2.0.0 | 间接 |
| PyPI | rich | 14.1.0 | 间接 |
| PyPI | rpds-py | 0.20.1 | 间接 |
| PyPI | rpds-py | 0.27.0 | 间接 |
| PyPI | ruff | 0.12.7 | 间接 |
| PyPI | safetensors | 0.5.3 | 间接 |
| PyPI | safetensors | 0.6.1 | 间接 |
| PyPI | scikit-learn | 1.3.2 | 间接 |
| PyPI | scikit-learn | 1.6.1 | 间接 |
| PyPI | scikit-learn | 1.7.1 | 间接 |
| PyPI | scipy | 1.10.1 | 间接 |
| PyPI | scipy | 1.13.1 | 间接 |
| PyPI | scipy | 1.15.3 | 间接 |
| PyPI | scipy | 1.16.1 | 间接 |
| PyPI | secretstorage | 3.3.3 | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | setuptools | 59.5.0 | 间接 |
| PyPI | setuptools | 80.9.0 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | snowballstemmer | 3.0.1 | 间接 |
| PyPI | sphinx | 5.3.0 | 间接 |
| PyPI | sphinx-copybutton | 0.5.2 | 间接 |
| PyPI | sphinx-design | 0.5.0 | 间接 |
| PyPI | sphinx-design | 0.6.0 | 间接 |
| PyPI | sphinx-gallery | 0.19.0 | 间接 |
| PyPI | sphinx-reredirects | 0.1.4 | 间接 |
| PyPI | sphinx-rtd-theme | 2.0.0 | 间接 |
| PyPI | sphinx-tabs | 3.4.7 | 间接 |
| PyPI | sphinxcontrib-applehelp | 1.0.4 | 间接 |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-devhelp | 1.0.2 | 间接 |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.0.1 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | 间接 |
| PyPI | sphinxcontrib-jquery | 4.1 | 间接 |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-qthelp | 1.0.3 | 间接 |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 1.1.5 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | 间接 |
| PyPI | sympy | 1.12.1 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | threadpoolctl | 3.5.0 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | timm | — | 间接 |
| PyPI | timm | 1.0.19 | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | tomli | 2.2.1 | 间接 |
| PyPI | torchmetrics | 1.5.2 | 间接 |
| PyPI | torchmetrics | 1.8.1 | 间接 |
| PyPI | traitlets | 5.14.3 | 间接 |
| PyPI | triton | 3.1.0 | 间接 |
| PyPI | triton | 3.4.0 | 间接 |
| PyPI | twine | 6.1.0 | 间接 |
| PyPI | types-python-dateutil | 2.9.0.20241206 | 间接 |
| PyPI | types-python-dateutil | 2.9.0.20250708 | 间接 |
| PyPI | types-pyyaml | 6.0.12.20241230 | 间接 |
| PyPI | types-pyyaml | 6.0.12.20250516 | 间接 |
| PyPI | types-requests | 2.32.0.20241016 | 间接 |
| PyPI | types-requests | 2.32.4.20250611 | 间接 |
| PyPI | types-toml | 0.10.8.20240310 | 间接 |
| PyPI | typing-extensions | 4.13.2 | 间接 |
| PyPI | typing-extensions | 4.14.1 | 间接 |
| PyPI | tzdata | 2025.2 | 间接 |
| PyPI | urllib3 | 2.2.3 | 间接 |
| PyPI | urllib3 | 2.5.0 | 间接 |
| PyPI | virtualenv | 20.33.1 | 间接 |
| PyPI | wheel | 0.45.1 | 间接 |
| PyPI | yarl | 1.15.2 | 间接 |
| PyPI | yarl | 1.20.1 | 间接 |
| PyPI | zipp | 3.20.2 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
安装 pypi:lightly@1.5.26 会引入 62 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。