Training Sparse Autoencoders on Language Models
decoderesearch/SAELens 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Engineering Quality(92/100),最低的是Security(54/100)。 最近一次更新在 6 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 78 经校准后在公布的指数量表上为 92(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 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | sae-lens | 6.50.0 | 39,955 | 257 | 6 天前 | deep-learningsparse-autoencodersmechanistic-interpretabilitypytorch |
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 6 天前 |
| 27/36 | 提交节奏 — 52 周中有 39 周有提交 |
| 18/18 | 提交量 — 最近一年 243 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 243 |
| human_commit_share | 1 |
| days_since_last_push | 6 |
| active_weeks_last_year | 39 |
| 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 6 天前 |
| 27/27 | 发布节奏 — 约每 6.3 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 100 |
| latest_release_tag | v6.50.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 6 |
| mean_days_between_releases | 6.3 |
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?
| 51.6/60 | 星标 — 1,523 个星标 |
| 20.2/25 | 复刻 — 266 个复刻 |
| 5.3/15 | 关注者 — 10 位关注者 |
| forks | 266 |
| stars | 1,523 |
| watchers | 10 |
| 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 |
| 6.3/6.3 | PR 模板 |
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 5 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | codecov.io, github.com, shields.io |
| has_pull_request_template | 是 |
| 61.4/80 | 月度下载量 — pypi 合计每月 39,955 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
| packages | sae-lens |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 39,955 |
| 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?
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 16.2/22.5 | 提交分布 — 头号贡献者编写了 28% 的提交 |
| 13.5/13.5 | 贡献者广度 — 69 位贡献者 |
| 10/10 | OpenSSF Scorecard:Contributors — project has 11 contributing companies or organizations |
| bus_factor | 3 |
| contributors_sampled | 69 |
| top_contributor_share | 0.281 |
| 32/42 | 议题解决 — 76% 的议题已关闭 |
| 27.9/30 | PR 接受 — 已裁定的 PR 中 484/521 已合并 |
| 10.4/13 | Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 4/5 |
| 6/15 | OpenSSF Scorecard:Code-Review — Found 12/30 approved changesets -- score normalized to 4 |
| merged_prs | 484 |
| open_issues | 44 |
| closed_issues | 142 |
| prs_merged_7d | 1 |
| prs_decided_7d | 1 |
| prs_merged_30d | 8 |
| prs_decided_30d | 9 |
| issue_closed_ratio | 0.763 |
| closed_unmerged_prs | 37 |
| first_time_authors_30d | 3 |
| first_time_prs_merged_30d | 4 |
| first_time_prs_decided_30d | 5 |
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 12.4/25 | 所有者影响力 — decoderesearch 有 52 位关注者 |
| 10.7/25 | 既往记录 — 6 个公开仓库,账户约 2 年 |
| followers | 52 |
| owner_type | Organization |
| is_verified | 否 |
| owner_login | decoderesearch |
| public_repos | 6 |
| account_age_days | 829 |
| 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 6 天前 |
| 20/20 | 版本历史 — 257 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | sae-lens |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 6 |
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]) |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard:CI-Tests — 18 out of 18 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://decoderesearch.github.io/SAELens/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
| topics | — |
| has_wiki | 是 |
| homepage | https://decoderesearch.github.io/SAELens/ |
| docs_site | https://decoderesearch.github.io/SAELens/ |
| 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 |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 18 out of 18 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 |
| 3/7.5 | Code-Review — Found 12/30 approved changesets -- score normalized to 4 |
| 2.5/2.5 | Contributors — project has 11 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 2 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 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 — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4.8 |
| 15.4/35 | 直接依赖不含已知公告 — 1 个受影响:nltk 3.10.3 (high 7.0) |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 40/40 | 没有长期未处理的公告 — 没有公告公开超过 90 天 |
| source | osv |
| advisories | 1 |
| affected_packages | 1 |
| assessed_packages | 117 |
| unassessed_packages | 0 |
| affected_by_severity | high 1 |
| direct_affected_packages | 1 |
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) |
| 35.2/40 | 可读的提交历史 — 100 次人类提交中有 66 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 | 0.66 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 3,641 |
| 18/18 | 一条命令的引导启动 — makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — pyproject.toml ([tool.ruff]) |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 6 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 | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.06 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 0/45 | 可类型检查的代码 — Python,未配置类型检查 |
| 54.1/55 | 可控的文件大小 — 采样的 174 个源文件中有 3 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 83,872 |
| source_files_sampled | 174 |
| oversized_source_files | 3 |
| 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 — notebooks |
| example_dirs | 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 3 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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 18 out of 18 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 |
| 4 | Code-Review | Found 12/30 approved changesets -- score normalized to 4 |
| 10 | Contributors | project has 11 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 2 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow 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 |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | transformer-lens | >=2.16.1 | pyproject.toml |
| PyPI | transformers | >=4.38.1,<6.0.0 | pyproject.toml |
| PyPI | plotly | >=5.19.0 | pyproject.toml |
| PyPI | plotly-express | >=0.4.1 | pyproject.toml |
| PyPI | datasets | >=3.1.0 | pyproject.toml |
| PyPI | babe | ^0.0.7 | pyproject.toml |
| PyPI | nltk | ^3.8.1 | pyproject.toml |
| PyPI | safetensors | >=0.4.2,<1.0.0 | pyproject.toml |
| PyPI | mamba-lens | ^0.0.4 | pyproject.toml |
| PyPI | python-dotenv | >=1.0.1 | pyproject.toml |
| PyPI | pyyaml | ^6.0.1 | pyproject.toml |
| PyPI | typing-extensions | ^4.10.0 | pyproject.toml |
| PyPI | simple-parsing | ^0.1.8 | pyproject.toml |
| PyPI | tenacity | >=9.0.0 | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:14 个直接依赖与 234 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 | babe | 0.0.7 | 直接 |
| PyPI | datasets | 5.0.1 | 直接 |
| PyPI | mamba-lens | 0.0.4 | 直接 |
| PyPI | nltk | 3.10.3 | 直接 |
| PyPI | plotly | 7.0.0 | 直接 |
| PyPI | plotly-express | 0.4.1 | 直接 |
| PyPI | python-dotenv | 1.2.3 | 直接 |
| PyPI | pyyaml | 6.0.3 | 直接 |
| PyPI | safetensors | 0.8.0 | 直接 |
| PyPI | simple-parsing | 0.1.9 | 直接 |
| PyPI | tenacity | 9.1.4 | 直接 |
| PyPI | transformer-lens | 3.8.0 | 直接 |
| PyPI | transformers | 5.16.1 | 直接 |
| PyPI | typing-extensions | 4.16.0 | 直接 |
| PyPI | accelerate | 1.14.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.7.1 | 间接 |
| PyPI | aiohttp | 3.14.3 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | annotated-doc | 0.0.5 | 间接 |
| PyPI | annotated-types | 0.8.0 | 间接 |
| PyPI | ansible-compat | 26.6.0 | 间接 |
| PyPI | ansible-core | 2.17.14 | 间接 |
| PyPI | ansible-lint | 24.12.2 | 间接 |
| PyPI | anyio | 4.14.2 | 间接 |
| PyPI | appnope | 1.0.0 | 间接 |
| PyPI | asttokens | 3.0.2 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backrefs | 8.0 | 间接 |
| PyPI | beartype | 0.22.9 | 间接 |
| PyPI | beautifulsoup4 | 4.15.0 | 间接 |
| PyPI | better-abc | 0.0.3 | 间接 |
| PyPI | bidict | 0.23.1 | 间接 |
| PyPI | black | 26.5.1 | 间接 |
| PyPI | boto3 | 1.43.83 | 间接 |
| PyPI | botocore | 1.43.83 | 间接 |
| PyPI | bracex | 3.0.1 | 间接 |
| PyPI | certifi | 2026.7.22 | 间接 |
| PyPI | cffi | 2.1.1 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.5.1 | 间接 |
| PyPI | choreographer | 1.3.0 | 间接 |
| PyPI | circuitsvis | 1.43.3 | 间接 |
| PyPI | click | 8.5.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | config2py | 0.1.50 | 间接 |
| PyPI | coverage | 7.16.0 | 间接 |
| PyPI | cryptography | 50.0.1 | 间接 |
| PyPI | cuda-bindings | 13.3.1 | 间接 |
| PyPI | cuda-pathfinder | 1.8.0 | 间接 |
| PyPI | cuda-toolkit | 13.0.3 | 间接 |
| PyPI | debugpy | 1.8.21 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | dictionary-learning | 0.1.0 | 间接 |
| PyPI | diffusers | 0.40.0 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | distlib | 0.4.3 | 间接 |
| PyPI | docstr-coverage | 2.3.2 | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | dol | 0.3.65 | 间接 |
| PyPI | eai-sparsify | 1.3.3 | 间接 |
| PyPI | einops | 0.8.2 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fancy-einsum | 0.0.3 | 间接 |
| PyPI | filelock | 3.32.4 | 间接 |
| PyPI | formulaic | 1.2.2 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.6.0 | 间接 |
| PyPI | ghp-import | 2.1.0 | 间接 |
| PyPI | gprof2dot | 2025.4.14 | 间接 |
| PyPI | graze | 0.1.44 | 间接 |
| PyPI | griffe | 1.15.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.6.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | huggingface-hub | 1.29.0 | 间接 |
| PyPI | i2 | 0.1.67 | 间接 |
| PyPI | identify | 2.6.19 | 间接 |
| PyPI | idna | 3.19 | 间接 |
| PyPI | importlib-metadata | 9.0.1 | 间接 |
| PyPI | importlib-resources | 7.1.0 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | interface-meta | 2.0.1 | 间接 |
| PyPI | ipykernel | 7.3.0 | 间接 |
| PyPI | ipython | 8.39.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | jaxtyping | 0.3.7 | 间接 |
| PyPI | jedi | 0.20.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-client | 8.10.0 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | kaleido | 1.3.0 | 间接 |
| PyPI | llvmlite | 0.49.0 | 间接 |
| PyPI | logistro | 2.0.1 | 间接 |
| PyPI | markdown | 3.10.3 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib-inline | 0.2.2 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mergedeep | 1.3.4 | 间接 |
| PyPI | mike | 2.2.0 | 间接 |
| PyPI | mkdocs | 1.6.1 | 间接 |
| PyPI | mkdocs-autorefs | 1.4.4 | 间接 |
| PyPI | mkdocs-get-deps | 0.2.2 | 间接 |
| PyPI | mkdocs-material | 9.7.7 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocs-redirects | 1.2.3 | 间接 |
| PyPI | mkdocs-section-index | 0.3.12 | 间接 |
| PyPI | mkdocstrings | 0.25.2 | 间接 |
| PyPI | mkdocstrings-python | 1.10.9 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | multiprocess | 0.70.19 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | narwhals | 2.25.0 | 间接 |
| PyPI | natsort | 8.4.0 | 间接 |
| PyPI | nest-asyncio2 | 1.7.2 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | nnsight | 0.3.7 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numba | 0.67.0 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | nvidia-cublas | 13.1.1.3 | 间接 |
| PyPI | nvidia-cuda-cupti | 13.0.85 | 间接 |
| PyPI | nvidia-cuda-nvrtc | 13.0.88 | 间接 |
| PyPI | nvidia-cuda-runtime | 13.0.96 | 间接 |
| PyPI | nvidia-cudnn-cu13 | 9.20.0.48 | 间接 |
| PyPI | nvidia-cufft | 12.0.0.61 | 间接 |
| PyPI | nvidia-cufile | 1.15.1.6 | 间接 |
| PyPI | nvidia-curand | 10.4.0.35 | 间接 |
| PyPI | nvidia-cusolver | 12.0.4.66 | 间接 |
| PyPI | nvidia-cusparse | 12.6.3.3 | 间接 |
| PyPI | nvidia-cusparselt-cu13 | 0.8.1 | 间接 |
| PyPI | nvidia-nccl-cu13 | 2.29.7 | 间接 |
| PyPI | nvidia-nvjitlink | 13.3.33 | 间接 |
| PyPI | nvidia-nvshmem-cu13 | 3.4.5 | 间接 |
| PyPI | nvidia-nvtx | 13.0.85 | 间接 |
| PyPI | opentelemetry-api | 1.44.0 | 间接 |
| PyPI | orjson | 3.12.0 | 间接 |
| PyPI | outcome | 1.3.0.post0 | 间接 |
| PyPI | packaging | 26.3 | 间接 |
| PyPI | paginate | 0.5.7 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | patsy | 1.0.3 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.3.0 | 间接 |
| PyPI | platformdirs | 4.11.5 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 3.8.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.53 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | properdocs | 1.6.7 | 间接 |
| PyPI | protobuf | 7.36.0 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py2store | 0.1.22 | 间接 |
| PyPI | pyarrow | 25.0.1 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | 2.13.5 | 间接 |
| PyPI | pydantic-core | 2.46.5 | 间接 |
| PyPI | pygments | 2.21.0 | 间接 |
| PyPI | pymdown-extensions | 11.0.2 | 间接 |
| PyPI | pynndescent | 0.6.0 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyright | 1.1.365 | 间接 |
| PyPI | pytest | 8.4.2 | 间接 |
| PyPI | pytest-cov | 4.1.0 | 间接 |
| PyPI | pytest-profiling | 1.8.1 | 间接 |
| PyPI | pytest-randomly | 4.1.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-discovery | 1.6.0 | 间接 |
| PyPI | python-engineio | 4.13.5 | 间接 |
| PyPI | python-socketio | 5.16.4 | 间接 |
| PyPI | pytokens | 0.4.1 | 间接 |
| PyPI | pytz | 2026.3.post1 | 间接 |
| PyPI | pyyaml-env-tag | 1.1 | 间接 |
| PyPI | pyzmq | 27.2.0 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.7.19 | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | resolvelib | 1.0.1 | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | ruamel-yaml | 0.19.1 | 间接 |
| PyPI | ruff | 0.7.4 | 间接 |
| PyPI | s3transfer | 0.19.2 | 间接 |
| PyPI | schedulefree | 1.4.1 | 间接 |
| PyPI | scikit-learn | 1.7.2 | 间接 |
| PyPI | scipy | 1.15.3 | 间接 |
| PyPI | sentencepiece | 0.2.2 | 间接 |
| PyPI | sentry-sdk | 2.68.1 | 间接 |
| PyPI | setuptools | 84.0.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | simple-websocket | 1.1.0 | 间接 |
| PyPI | simplejson | 4.1.2 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | soupsieve | 2.9.2 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | statsmodels | 0.15.0 | 间接 |
| PyPI | subprocess-tee | 0.4.2 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tabulate | 0.9.0 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tokenizers | 0.23.1 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | torch | 2.13.0 | 间接 |
| PyPI | torchvision | 0.12.0 | 间接 |
| PyPI | tornado | 6.5.8 | 间接 |
| PyPI | tqdm | 4.70.0 | 间接 |
| PyPI | traitlets | 5.16.1 | 间接 |
| PyPI | transformers-stream-generator | 0.0.5 | 间接 |
| PyPI | trio | 0.30.0 | 间接 |
| PyPI | triton | 3.7.1 | 间接 |
| PyPI | typeguard | 4.6.0 | 间接 |
| PyPI | typer | 0.27.2 | 间接 |
| PyPI | typing-inspection | 0.4.4 | 间接 |
| PyPI | tzdata | 2026.3 | 间接 |
| PyPI | umap-learn | 0.5.12 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | verspec | 0.1.0 | 间接 |
| PyPI | virtualenv | 21.7.7 | 间接 |
| PyPI | wadler-lindig | 0.1.7 | 间接 |
| PyPI | wandb | 0.29.0 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | wcmatch | 11.0.1 | 间接 |
| PyPI | wcwidth | 0.8.3 | 间接 |
| PyPI | websocket-client | 1.9.1 | 间接 |
| PyPI | wrapt | 2.4.0 | 间接 |
| PyPI | wsproto | 1.3.2 | 间接 |
| PyPI | xxhash | 4.0.1 | 间接 |
| PyPI | yamllint | 1.38.0 | 间接 |
| PyPI | yarl | 1.24.5 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
安装 pypi:sae-lens@6.50.0 会引入 117 个包(直接与传递):其中 1 个存在已知公告,1 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| nltk | 3.10.3 | 直接 | 高 | 1 | — |
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。