Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
OpenSTEF/openstef 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Vitality(96/100),最低的是AI Readiness(49/100)。 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 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | openstef | 4.1.2 | - | 246 | 2 天前 | energyforecastingmachinelearning |
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 |
| 31.2/36 | 提交节奏 — 52 周中有 45 周有提交 |
| 18/18 | 提交量 — 最近一年 250 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 250 |
| human_commit_share | — |
| days_since_last_push | 2 |
| active_weeks_last_year | 45 |
| 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 2 天前 |
| 27/27 | 发布节奏 — 约每 7.9 天发布一次 |
| 8/10 | OpenSSF Scorecard:Signed-Releases — 3 out of the last 3 releases have a total of 3 signed artifacts. |
| releases_count | 100 |
| latest_release_tag | v4.1.2 |
| releases_from_tags | 否 |
| days_since_latest_release | 2 |
| mean_days_between_releases | 7.9 |
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?
| 35.5/60 | 星标 — 155 个星标 |
| 14.2/25 | 复刻 — 52 个复刻 |
| 3.9/15 | 关注者 — 6 位关注者 |
| forks | 52 |
| stars | 155 |
| watchers | 6 |
| 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(MPL-2.0) |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 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 | — |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| readme_badge_services | — |
| has_pull_request_template | 是 |
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 — 47 位贡献者 |
| 10/10 | OpenSSF Scorecard:Contributors — project has 15 contributing companies or organizations |
| bus_factor | 3 |
| contributors_sampled | 47 |
| top_contributor_share | 0.22 |
| 34.8/42 | 议题解决 — 83% 的议题已关闭 |
| 25/30 | PR 接受 — 已裁定的 PR 中 692/831 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 13.5/15 | OpenSSF Scorecard:Code-Review — Found 24/25 approved changesets -- score normalized to 9 |
| merged_prs | 692 |
| open_issues | 35 |
| closed_issues | 168 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.828 |
| closed_unmerged_prs | 139 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
| 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 |
| 14/25 | 所有者影响力 — OpenSTEF 有 87 位关注者 |
| 16/25 | 既往记录 — 7 个公开仓库,账户约 4 年 |
| followers | 87 |
| owner_type | Organization |
| is_verified | — |
| owner_login | OpenSTEF |
| public_repos | 7 |
| account_age_days | 1,713 |
| 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 2 天前 |
| 20/20 | 版本历史 — 246 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | openstef |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 2 |
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 — ruff.toml |
| 0/9.6 | 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 | 否 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://openstef.github.io/openstef |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 7 个主题标签 |
| 10/10 | Wiki |
| topics | forecasting, energy, python, data-science, machine-learning, time-series, energy-forecasting |
| has_wiki | 是 |
| homepage | https://openstef.github.io/openstef |
| docs_site | https://openstef.github.io/openstef |
| 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 |
| 5.2/7.5 | 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 24/25 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 15 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — 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 25 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 4.5/5 | SAST — SAST tool detected but not run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 6/7.5 | Signed-Releases — 3 out of the last 3 releases have a total of 3 signed artifacts. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 24 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 7.2 |
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) |
| 0/40 | 可读的提交历史 — 无数据 |
| has_llms_txt | 否 |
| llms_txt_url | — |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — ruff.toml |
| 0/11 | 静态类型检查 |
| 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 |
| 10/10 | OpenSSF Scorecard:Pinned-Dependencies — all dependencies are pinned |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | — |
| 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 |
| 55/55 | 可控的文件大小 — 采样的 419 个源文件中有 0 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 40,325 |
| source_files_sampled | 419 |
| 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 | — |
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 |
| 7 | 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 24/25 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 15 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 9 | SAST | SAST tool detected but not run on all commits |
| 10 | Security-Policy | security policy file detected |
| 8 | Signed-Releases | 3 out of the last 3 releases have a total of 3 signed artifacts. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 24 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | huggingface-hub | >=1.2.2 | docs/pyproject.toml |
| PyPI | ipython | >=9.4 | docs/pyproject.toml |
| PyPI | jupyter-cache | >=1 | docs/pyproject.toml |
| PyPI | jupytext | >=1.16 | docs/pyproject.toml |
| PyPI | kaleido | >=0.2.1,<0.3,!=0.2.1.post1 | docs/pyproject.toml |
| PyPI | matplotlib | >=3.10.5 | docs/pyproject.toml |
| PyPI | myst-nb | >=1.2 | docs/pyproject.toml |
| PyPI | openstef | — | docs/pyproject.toml |
| PyPI | openstef-beam | — | docs/pyproject.toml |
| PyPI | openstef-core | — | docs/pyproject.toml |
| PyPI | openstef-foundation-models | — | docs/pyproject.toml |
| PyPI | openstef-models | — | docs/pyproject.toml |
| PyPI | optuna | >=4.7 | docs/pyproject.toml |
| PyPI | pydata-sphinx-theme | >=0.16.1 | docs/pyproject.toml |
| PyPI | sphinx | >=8.2.3 | docs/pyproject.toml |
| PyPI | sphinx-autobuild | >=2024.10.3 | docs/pyproject.toml |
| PyPI | sphinx-autodoc-typehints | >=3.2 | docs/pyproject.toml |
| PyPI | sphinx-copybutton | >=0.5.2 | docs/pyproject.toml |
| PyPI | sphinx-design | >=0.6.1 | docs/pyproject.toml |
| PyPI | sphinx-gallery | >=0.19 | docs/pyproject.toml |
| PyPI | sphinx-prompt | >=1.10 | docs/pyproject.toml |
| PyPI | sphinx-pyproject | >=0.3 | docs/pyproject.toml |
| PyPI | sphinxcontrib-mermaid | >=0.9.2 | docs/pyproject.toml |
| PyPI | openstef | — | examples/pyproject.toml |
| PyPI | openstef-beam | — | examples/pyproject.toml |
| PyPI | openstef-core | — | examples/pyproject.toml |
| PyPI | openstef-models | — | examples/pyproject.toml |
| PyPI | openstef-core | — | pyproject.toml |
| PyPI | openstef-models | — | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:45 个直接依赖与 413 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 | huggingface-hub | — | 直接 |
| PyPI | huggingface-hub | 1.20.1 | 直接 |
| PyPI | ipython | — | 直接 |
| PyPI | ipython | 9.14.1 | 直接 |
| PyPI | jupyter-cache | — | 直接 |
| PyPI | jupyter-cache | 1.0.1 | 直接 |
| PyPI | jupytext | — | 直接 |
| PyPI | jupytext | 1.19.4 | 直接 |
| PyPI | kaleido | — | 直接 |
| PyPI | kaleido | 0.2.1 | 直接 |
| PyPI | matplotlib | — | 直接 |
| PyPI | matplotlib | 3.11.0 | 直接 |
| PyPI | myst-nb | — | 直接 |
| PyPI | myst-nb | 1.4.0 | 直接 |
| PyPI | openstef | — | 直接 |
| PyPI | openstef | 0.0.0 | 直接 |
| PyPI | openstef-beam | — | 直接 |
| PyPI | openstef-beam | 0.0.0 | 直接 |
| PyPI | openstef-core | — | 直接 |
| PyPI | openstef-core | 0.0.0 | 直接 |
| PyPI | openstef-foundation-models | 0.0.0 | 直接 |
| PyPI | openstef-models | — | 直接 |
| PyPI | openstef-models | 0.0.0 | 直接 |
| PyPI | optuna | — | 直接 |
| PyPI | optuna | 4.9.0 | 直接 |
| PyPI | pydata-sphinx-theme | — | 直接 |
| PyPI | pydata-sphinx-theme | 0.19.0 | 直接 |
| PyPI | sphinx | — | 直接 |
| PyPI | sphinx | 9.1.0 | 直接 |
| PyPI | sphinx-autobuild | — | 直接 |
| PyPI | sphinx-autobuild | 2025.8.25 | 直接 |
| PyPI | sphinx-autodoc-typehints | — | 直接 |
| PyPI | sphinx-autodoc-typehints | 3.11.0 | 直接 |
| PyPI | sphinx-copybutton | — | 直接 |
| PyPI | sphinx-copybutton | 0.5.2 | 直接 |
| PyPI | sphinx-design | — | 直接 |
| PyPI | sphinx-design | 0.7.0 | 直接 |
| PyPI | sphinx-gallery | — | 直接 |
| PyPI | sphinx-gallery | 0.21.0 | 直接 |
| PyPI | sphinx-prompt | — | 直接 |
| PyPI | sphinx-prompt | 1.10.2 | 直接 |
| PyPI | sphinx-pyproject | — | 直接 |
| PyPI | sphinx-pyproject | 0.3.0 | 直接 |
| PyPI | sphinxcontrib-mermaid | — | 直接 |
| PyPI | sphinxcontrib-mermaid | 2.0.2 | 直接 |
| PyPI | a2wsgi | 1.10.10 | 间接 |
| PyPI | accessible-pygments | 0.0.5 | 间接 |
| PyPI | aiobotocore | 3.7.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiohttp | 3.14.1 | 间接 |
| PyPI | aioitertools | 0.13.0 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | aiosmtplib | 5.1.1 | 间接 |
| PyPI | aiosqlite | 0.21.0 | 间接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | alembic | 1.18.4 | 间接 |
| PyPI | amqp | 5.3.1 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | antlr4-python3-runtime | 4.13.2 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | apache-airflow | — | 间接 |
| PyPI | apache-airflow | 3.2.2 | 间接 |
| PyPI | apache-airflow-core | 3.2.2 | 间接 |
| PyPI | apache-airflow-providers-common-compat | 1.15.0 | 间接 |
| PyPI | apache-airflow-providers-common-io | 1.7.2 | 间接 |
| PyPI | apache-airflow-providers-common-sql | 2.0.0 | 间接 |
| PyPI | apache-airflow-providers-smtp | 3.0.1 | 间接 |
| PyPI | apache-airflow-providers-standard | 1.15.0 | 间接 |
| PyPI | apache-airflow-task-sdk | 1.2.2 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | argcomplete | 3.6.3 | 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 | asgiref | 3.11.1 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | async-lru | 2.3.0 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | aws-sam-translator | 1.110.0 | 间接 |
| PyPI | aws-xray-sdk | 2.15.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | beautifulsoup4 | 4.14.3 | 间接 |
| PyPI | billiard | 4.2.4 | 间接 |
| PyPI | bleach | 6.4.0 | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | boolean-py | 5.0 | 间接 |
| PyPI | boto3 | 1.43.0 | 间接 |
| PyPI | botocore | 1.43.0 | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | cadwyn | 7.1.0 | 间接 |
| PyPI | cattrs | 24.1.3 | 间接 |
| PyPI | celery | — | 间接 |
| PyPI | celery | 5.6.3 | 间接 |
| PyPI | certifi | 2026.5.20 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfn-lint | 1.51.2 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | click | 8.4.1 | 间接 |
| PyPI | click-didyoumean | 0.3.1 | 间接 |
| PyPI | click-plugins | 1.1.1.2 | 间接 |
| PyPI | click-repl | 0.3.0 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coloredlogs | 14.0 | 间接 |
| PyPI | colorlog | 6.10.1 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | configurator | 3.2.0 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.14.1 | 间接 |
| PyPI | cron-descriptor | 2.0.8 | 间接 |
| PyPI | croniter | 6.2.2 | 间接 |
| PyPI | cryptography | 48.0.1 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dagster | — | 间接 |
| PyPI | dagster | 1.13.10 | 间接 |
| PyPI | dagster-graphql | 1.13.10 | 间接 |
| PyPI | dagster-pipes | 1.13.10 | 间接 |
| PyPI | dagster-shared | 1.13.10 | 间接 |
| PyPI | dagster-webserver | — | 间接 |
| PyPI | dagster-webserver | 1.13.10 | 间接 |
| PyPI | databricks-sdk | 0.112.0 | 间接 |
| PyPI | debugpy | 1.8.20 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | depgather | 0.5.0 | 间接 |
| PyPI | deprecated | 1.3.1 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | docker | 7.1.0 | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | docutils | 0.22.4 | 间接 |
| PyPI | dom-toml | 2.3.0 | 间接 |
| PyPI | domdf-python-tools | 3.10.0 | 间接 |
| PyPI | email-validator | 2.3.0 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastapi | 0.138.0 | 间接 |
| PyPI | fastapi-cli | 0.0.27 | 间接 |
| PyPI | fastjsonschema | 2.21.2 | 间接 |
| PyPI | filelock | 3.29.0 | 间接 |
| PyPI | flask | 3.1.3 | 间接 |
| PyPI | flask-cors | 6.0.2 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | fonttools | 4.63.0 | 间接 |
| PyPI | fqdn | 1.5.1 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.6.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.50 | 间接 |
| PyPI | google-auth | 2.53.0 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | gql | 4.0.0 | 间接 |
| PyPI | graphene | 3.4.3 | 间接 |
| PyPI | graphql-core | 3.2.8 | 间接 |
| PyPI | graphql-relay | 3.2.0 | 间接 |
| PyPI | greenback | 1.3.0 | 间接 |
| PyPI | greenlet | 3.5.1 | 间接 |
| PyPI | grpcio | 1.81.0 | 间接 |
| PyPI | grpcio-health-checking | 1.81.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h5py | 3.16.0 | 间接 |
| PyPI | hatchling | — | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | holidays | — | 间接 |
| PyPI | holidays | 0.99 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | humanfriendly | 10.0 | 间接 |
| PyPI | id | 1.6.1 | 间接 |
| PyPI | idna | 3.17 | 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 | ipykernel | 7.3.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | ipywidgets | 8.1.8 | 间接 |
| PyPI | isoduration | 20.11.0 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 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 | — | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | joserfc | 1.6.8 | 间接 |
| PyPI | json5 | 0.14.0 | 间接 |
| PyPI | jsonpatch | 1.33 | 间接 |
| PyPI | jsonpath-ng | 1.8.0 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-path | 0.5.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter | — | 间接 |
| PyPI | jupyter | 1.1.1 | 间接 |
| PyPI | jupyter-builder | 1.0.2 | 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 | 0.12.1 | 间接 |
| PyPI | jupyter-lsp | 2.3.1 | 间接 |
| PyPI | jupyter-server | 2.20.0 | 间接 |
| PyPI | jupyter-server-terminals | 0.5.4 | 间接 |
| PyPI | jupyterlab | 4.6.0 | 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 | kiwisolver | 1.5.0 | 间接 |
| PyPI | kombu | 5.6.2 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | lazy-object-proxy | 1.12.0 | 间接 |
| PyPI | libcst | 1.8.6 | 间接 |
| PyPI | license-expression | 30.4.4 | 间接 |
| PyPI | licensecheck | 2026.0.8 | 间接 |
| PyPI | lightgbm | — | 间接 |
| PyPI | lightgbm | 4.6.0 | 间接 |
| PyPI | linkify-it-py | 2.1.0 | 间接 |
| PyPI | lockfile | 0.12.2 | 间接 |
| PyPI | loguru | 0.7.3 | 间接 |
| PyPI | mako | 1.3.12 | 间接 |
| PyPI | markdown | 3.10.2 | 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 | mdit-py-plugins | 0.6.1 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | methodtools | 0.4.7 | 间接 |
| PyPI | microsoft-python-type-stubs | 0 | 间接 |
| PyPI | mistune | 3.2.1 | 间接 |
| PyPI | mlflow-skinny | — | 间接 |
| PyPI | mlflow-skinny | 3.14.0 | 间接 |
| PyPI | more-itertools | 11.1.0 | 间接 |
| PyPI | moto | 5.2.1 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgspec | 0.21.1 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | myst-parser | 5.1.0 | 间接 |
| PyPI | narwhals | 2.21.2 | 间接 |
| PyPI | natsort | 8.4.0 | 间接 |
| PyPI | nbclient | 0.10.4 | 间接 |
| PyPI | nbconvert | 7.17.1 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nest-asyncio2 | 1.7.2 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | notebook | 7.6.0 | 间接 |
| PyPI | notebook-shim | 0.2.4 | 间接 |
| PyPI | numpy | — | 间接 |
| PyPI | numpy | 2.4.6 | 间接 |
| PyPI | numpy-typing-compat | 20251206.2.4 | 间接 |
| PyPI | nvidia-cublas-cu12 | — | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.9.2.10 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.9.86 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | — | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.9.79 | 间接 |
| PyPI | nvidia-cudnn-cu12 | — | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.23.2.1 | 间接 |
| PyPI | nvidia-cufft-cu12 | — | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.4.1.4 | 间接 |
| PyPI | nvidia-curand-cu12 | — | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.10.19 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.30.4 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.9.86 | 间接 |
| PyPI | onnxruntime | — | 间接 |
| PyPI | onnxruntime | 1.27.0 | 间接 |
| PyPI | onnxruntime-gpu | — | 间接 |
| PyPI | onnxruntime-gpu | 1.27.0 | 间接 |
| PyPI | openapi-schema-validator | 0.9.0 | 间接 |
| PyPI | openapi-spec-validator | 0.9.0 | 间接 |
| PyPI | openstef-deployment-examples | 0.0.0 | 间接 |
| PyPI | openstef-docs | 0.0.0 | 间接 |
| PyPI | openstef-examples | 0.0.0 | 间接 |
| PyPI | openstef-meta | — | 间接 |
| PyPI | openstef-meta | 0.0.0 | 间接 |
| PyPI | opentelemetry-api | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.42.1 | 间接 |
| PyPI | opentelemetry-proto | 1.42.1 | 间接 |
| PyPI | opentelemetry-sdk | 1.42.1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | 间接 |
| PyPI | optype | 0.17.1 | 间接 |
| PyPI | outcome | 1.3.0.post0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | pandas | — | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pandas-stubs | 2.3.3.260113 | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
| PyPI | pastel | 0.2.1 | 间接 |
| PyPI | pathable | 0.6.0 | 间接 |
| PyPI | pathlib-abc | 0.5.2 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | pendulum | 3.2.0 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | plotly | — | 间接 |
| PyPI | plotly | 6.8.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | poethepoet | 0.46.0 | 间接 |
| PyPI | prometheus-client | 0.25.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | protobuf | 6.33.6 | 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 | pvlib | — | 间接 |
| PyPI | pvlib | 0.15.2 | 间接 |
| PyPI | py-partiql-parser | 0.6.3 | 间接 |
| PyPI | pyarrow | — | 间接 |
| PyPI | pyarrow | 24.0.0 | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pycountry | — | 间接 |
| PyPI | pycountry | 26.2.16 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | — | 间接 |
| PyPI | pydantic | 2.13.4 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pydantic-extra-types | — | 间接 |
| PyPI | pydantic-extra-types | 2.11.1 | 间接 |
| PyPI | pydantic-settings | — | 间接 |
| PyPI | pydantic-settings | 2.14.2 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pygtrie | 2.5.0 | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pyopenssl | 26.2.0 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pypi-attestations | 0.0.29 | 间接 |
| PyPI | pyproject-fmt | 2.25.1 | 间接 |
| PyPI | pyreadline3 | 3.5.6 | 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-daemon | 3.1.2 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-debian | 1.1.0 | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-json-logger | 4.1.0 | 间接 |
| PyPI | python-magic | 0.4.27 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | python-slugify | 8.0.4 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pywinpty | 3.0.3 | 间接 |
| PyPI | pyyaml | — | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyyaml-ft | 8.0.0 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | redis | 6.4.0 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.5.9 | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | requests-cache | 1.3.2 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | requirements-parser | 0.13.0 | 间接 |
| PyPI | responses | 0.26.1 | 间接 |
| PyPI | reuse | 6.2.0 | 间接 |
| PyPI | rfc3161-client | 1.0.6 | 间接 |
| PyPI | rfc3339-validator | 0.1.4 | 间接 |
| PyPI | rfc3986 | 2.0.0 | 间接 |
| PyPI | rfc3986-validator | 0.1.1 | 间接 |
| PyPI | rfc3987-syntax | 1.1.0 | 间接 |
| PyPI | rfc8785 | 0.1.4 | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | rich-argparse | 1.8.0 | 间接 |
| PyPI | rich-toolkit | 0.20.1 | 间接 |
| PyPI | roman-numerals | 4.1.0 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | ruff | 0.15.20 | 间接 |
| PyPI | s3fs | — | 间接 |
| PyPI | s3fs | 2026.6.0 | 间接 |
| PyPI | s3transfer | 0.17.1 | 间接 |
| PyPI | scikit-learn | — | 间接 |
| PyPI | scikit-learn | 1.7.2 | 间接 |
| PyPI | scipy | — | 间接 |
| PyPI | scipy | 1.17.1 | 间接 |
| PyPI | scipy-stubs | 1.17.1.5 | 间接 |
| PyPI | scoringrules | — | 间接 |
| PyPI | securesystemslib | 1.4.0 | 间接 |
| PyPI | send2trash | 2.1.0 | 间接 |
| PyPI | setproctitle | 1.3.7 | 间接 |
| PyPI | setuptools | 82.0.1 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | sigstore | 4.3.0 | 间接 |
| PyPI | sigstore-models | 0.0.6 | 间接 |
| PyPI | sigstore-rekor-types | 0.0.18 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | snowballstemmer | 3.1.0 | 间接 |
| PyPI | soupsieve | 2.8.4 | 间接 |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | 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 | 2.0.51 | 间接 |
| PyPI | sqlparse | 0.5.5 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | starlette | 1.3.1 | 间接 |
| PyPI | structlog | 25.5.0 | 间接 |
| PyPI | svcs | 25.1.0 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | termcolor | 3.3.0 | 间接 |
| PyPI | terminado | 0.18.1 | 间接 |
| PyPI | text-unidecode | 1.3 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tinycss2 | 1.4.0 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tomlkit | 0.15.0 | 间接 |
| PyPI | toposort | 1.10 | 间接 |
| PyPI | tornado | 6.5.7 | 间接 |
| PyPI | tqdm | — | 间接 |
| PyPI | tqdm | 4.68.3 | 间接 |
| PyPI | traitlets | 5.15.0 | 间接 |
| PyPI | tuf | 7.0.0 | 间接 |
| PyPI | ty | 0.0.55 | 间接 |
| PyPI | typer | 0.25.1 | 间接 |
| PyPI | types-pytz | 2026.2.0.20260518 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | tzlocal | 5.3.1 | 间接 |
| PyPI | uc-micro-py | 2.0.0 | 间接 |
| PyPI | universal-pathlib | 0.3.10 | 间接 |
| PyPI | uri-template | 1.3.0 | 间接 |
| PyPI | url-normalize | 3.0.0 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uuid6 | 2025.0.1 | 间接 |
| PyPI | uvicorn | 0.48.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | vine | 5.1.0 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | wcwidth | 0.7.0 | 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 | websockets | 16.0 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | widgetsnbextension | 4.0.15 | 间接 |
| PyPI | win32-setctime | 1.2.0 | 间接 |
| PyPI | wirerope | 1.0.0 | 间接 |
| PyPI | wrapt | 2.2.1 | 间接 |
| PyPI | xgboost | — | 间接 |
| PyPI | xgboost | 3.3.0 | 间接 |
| PyPI | xgboost-cpu | — | 间接 |
| PyPI | xgboost-cpu | 3.3.0 | 间接 |
| PyPI | xmltodict | 1.0.4 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
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。