公开记录良好
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 08:34 UTC
alan-turing-institute / autoemulate
Emulate simulations easily
alan-turing-institute/autoemulate 的健康指数为 100 分中的 79 分，处于「良好」区间。 其得分最高的类别是Vitality（94/100），最低的是Security（52/100）。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。
79
总分 / 100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；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 49（有风险）的上限。AI 就绪度不计入总体分。
79
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
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。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | autoemulate | 2.1.2 | - | 18 | 19 天前 |
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？
94
开发活跃度
90优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 25.6/36 | 提交节奏 — 52 周中有 37 周有提交 |
| 18/18 | 提交量 — 最近一年 1,306 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 1,306 |
| human_commit_share | 0.88 |
| days_since_last_push | 0 |
| active_weeks_last_year | 37 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 17 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 18 天前 |
| 27/27 | 发布节奏 — 约每 41.9 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 17 |
| latest_release_tag | v2.1.2 |
| releases_from_tags | 否 |
| days_since_latest_release | 18 |
| mean_days_between_releases | 41.9 |
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
流行度与采用
50中等
评分方式
| 33.5/60 | 星标 — 118 个星标 |
| 13.4/25 | 复刻 — 42 个复刻 |
| 3.3/15 | 关注者 — 5 位关注者 |
所用输入
| forks | 42 |
| stars | 118 |
| watchers | 5 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
评分方式
| 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 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 否 |
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？
82
维护者韧性（巴士系数）
65中等
评分方式
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 16/22.5 | 提交分布 — 头号贡献者编写了 29% 的提交 |
| 13.5/13.5 | 贡献者广度 — 24 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 26 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 24 |
| top_contributor_share | 0.289 |
议题与 PR 响应能力
92优秀
评分方式
| 41.3/46.8 | 议题解决 — 88% 的议题已关闭 |
| 35.2/38.3 | PR 接受 — 已裁定的 PR 中 453/492 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 453 |
| open_issues | 60 |
| closed_issues | 454 |
| issue_closed_ratio | 0.883 |
| closed_unmerged_prs | 39 |
所有权与托管责任
77良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 21.6/25 | 所有者影响力 — alan-turing-institute 有 1,007 位关注者 |
| 25/25 | 既往记录 — 657 个公开仓库，账户约 10 年 |
所用输入
| followers | 1,007 |
| owner_type | Organization |
| is_verified | — |
| owner_login | alan-turing-institute |
| public_repos | 657 |
| account_age_days | 3,762 |
软件包维护
100优秀
评分方式
| 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 19 天前 |
| 20/20 | 版本历史 — 18 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | autoemulate |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 19 |
工程质量
基础的工程与文档实践是否到位？
90
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 5 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
85优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 14 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | hut23, hut23-1468, emulation, pytorch, active-learning, calibration, gaussian-processes, mcmc, sensitivity-analysis, uncertainty-quantification, ensemble, history-matching, neural-networks, aiphys |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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？
52
安全态势
47存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 9 out of 9 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 |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 26 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 15 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 — 109 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4.7 |
已排除计分（无数据或不适用）：branch_protection, packaging, signed_releases。 其余权重已重新归一化。
依赖安全公告
70良好
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 6.3/25 | 间接依赖不含已知公告 — 2 个受影响：setuptools 68.0.0 (high 8.8), wheel 0.41.0 (high 7.1) |
| 28.6/40 | 没有长期未处理的公告 — 2 个携带公告的软件包超过 90 天未处理；最早一条发布于 741 天前 |
所用输入
| source | osv |
| advisories | 8 |
| affected_packages | 2 |
| assessed_packages | 172 |
| unassessed_packages | 0 |
| affected_by_severity | high 2 |
| direct_affected_packages | 0 |
比对的是 pypi:autoemulate@2.1.2 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 172 个软件包。 未对可达性进行分析。
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？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
53
AI 代理上下文与指引
70良好
评分方式
| 45/45 | 代理指令 — AGENTS.md |
| 0/15 | 机器可读文档（llms.txt） |
| 24.8/40 | 可读的提交历史 — 88 次人类提交中有 41 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.466 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 4,030 |
验证循环（构建 / 测试 / 类型检查）
45存在风险
评分方式
| 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 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — lockfile |
| 2/10 | 已体现的代理实践 — 最近 100 次提交中有 1 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 |
所用输入
| 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 | 0.01 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
55中等
评分方式
| 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 113 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 50,214 |
| source_files_sampled | 113 |
| oversized_source_files | 0 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
118GitHub 星标
24贡献者
1,306最近 12 个月提交数
0距最近推送天数
17发布版本数
2巴士系数（bus factor）
60开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
更多细节
Star 与 Fork 历史 0 ★ / 42 ⇿
0Star
42Fork
16发布
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。
主版本 2次版本 6修订 7
每个点涵盖 3 天。
OpenSSF Scorecard 4.7 / 10
4.7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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 9 out of 9 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 |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 26 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 15 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 | 109 existing vulnerabilities detected |
直接依赖 22
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | matplotlib | >=3.7.2 | pyproject.toml |
| PyPI | seaborn | >=0.12.2 | pyproject.toml |
| PyPI | scikit-learn | >=1.3.0 | pyproject.toml |
| PyPI | pandas | >=2.1 | pyproject.toml |
| PyPI | torch | >=2.1.0 | pyproject.toml |
| PyPI | scipy | >=1.11.3 | pyproject.toml |
| PyPI | numpy | >=1.24 | pyproject.toml |
| PyPI | joblib | >=1.3.2 | pyproject.toml |
| PyPI | tqdm | >=4.66.2 | pyproject.toml |
| PyPI | lightgbm | >=4.3.0 | pyproject.toml |
| PyPI | ipywidgets | >=8.1.2 | pyproject.toml |
| PyPI | gpytorch | >=1.12 | pyproject.toml |
| PyPI | salib | >=1.5.1 | pyproject.toml |
| PyPI | torcheval | >=0.0.7 | pyproject.toml |
| PyPI | anytree | >=2.12.1 | pyproject.toml |
| PyPI | torchmetrics | >=1.7.1 | pyproject.toml |
| PyPI | pyro-ppl | >=1.9.1 | pyproject.toml |
| PyPI | torchrbf | >=0.0.1 | pyproject.toml |
| PyPI | arviz | >=0.21.0,<1.0 | pyproject.toml |
| PyPI | getdist | >=1.7.2 | pyproject.toml |
| PyPI | einops | >=0.8.1 | pyproject.toml |
| PyPI | harmonic | >=1.3.0 | pyproject.toml |
全部依赖 316
来自 GitHub 依赖图的完整解析依赖集合：27 个直接依赖与 289 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 | anytree | 2.13.0 | 直接 |
| PyPI | arviz | 0.22.0 | 直接 |
| PyPI | einops | 0.8.1 | 直接 |
| PyPI | getdist | 1.7.2 | 直接 |
| PyPI | gpytorch | 1.14 | 直接 |
| PyPI | harmonic | 1.3.0 | 直接 |
| PyPI | harmonic | 1.3.1 | 直接 |
| PyPI | ipywidgets | 8.1.7 | 直接 |
| PyPI | joblib | 1.5.1 | 直接 |
| PyPI | lightgbm | 4.6.0 | 直接 |
| PyPI | matplotlib | 3.10.5 | 直接 |
| PyPI | numpy | 1.26.4 | 直接 |
| PyPI | numpy | 2.3.2 | 直接 |
| PyPI | pandas | 2.3.1 | 直接 |
| PyPI | pyro-ppl | 1.9.1 | 直接 |
| PyPI | salib | 1.5.1 | 直接 |
| PyPI | scikit-learn | 1.7.2 | 直接 |
| PyPI | scikit-learn | 1.8.0 | 直接 |
| PyPI | scipy | 1.15.3 | 直接 |
| PyPI | scipy | 1.16.1 | 直接 |
| PyPI | seaborn | 0.13.2 | 直接 |
| PyPI | torch | 2.11.0+cu126 | 直接 |
| PyPI | torch | 2.7.1 | 直接 |
| PyPI | torcheval | 0.0.7 | 直接 |
| PyPI | torchmetrics | 1.8.0 | 直接 |
| PyPI | torchrbf | 1.0.0 | 直接 |
| PyPI | tqdm | 4.67.1 | 直接 |
| PyPI | absl-py | 2.4.0 | 间接 |
| PyPI | accessible-pygments | 0.0.5 | 间接 |
| PyPI | aiofiles | 25.1.0 | 间接 |
| PyPI | alabaster | 0.7.16 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | appnope | 0.1.4 | 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 | asciitree | 0.3.3 | 间接 |
| PyPI | asttokens | 3.0.0 | 间接 |
| PyPI | async-lru | 2.3.0 | 间接 |
| PyPI | attrs | 25.3.0 | 间接 |
| PyPI | autoemulate | 1.1 | 间接 |
| PyPI | autoemulate | 2.1.1 | 间接 |
| PyPI | babel | 2.17.0 | 间接 |
| PyPI | beautifulsoup4 | 4.13.4 | 间接 |
| PyPI | black | 25.1.0 | 间接 |
| PyPI | bleach | 6.3.0 | 间接 |
| PyPI | certifi | 2025.7.14 | 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 | chex | 0.1.90 | 间接 |
| PyPI | click | 8.2.1 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | colorlog | 6.10.1 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | configmypy | 0.2.0 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.10.1 | 间接 |
| PyPI | crc32c | 2.7.1 | 间接 |
| PyPI | cuda-bindings | 12.9.6 | 间接 |
| PyPI | cuda-pathfinder | 1.5.4 | 间接 |
| PyPI | cuda-toolkit | 12.6.3 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | cython | 3.2.4 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | debugpy | 1.8.15 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | dill | 0.4.0 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | distrax | 0.1.5 | 间接 |
| PyPI | distrax | 0.1.7 | 间接 |
| PyPI | dm-tree | 0.1.9 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | donfig | 0.8.1.post1 | 间接 |
| PyPI | etils | 1.13.0 | 间接 |
| PyPI | etils | 1.14.0 | 间接 |
| PyPI | exceptiongroup | 1.3.0 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | executing | 2.2.0 | 间接 |
| PyPI | fasteners | 0.20 | 间接 |
| PyPI | fastjsonschema | 2.21.1 | 间接 |
| PyPI | filelock | 3.18.0 | 间接 |
| PyPI | flax | 0.10.7 | 间接 |
| PyPI | flax | 0.12.6 | 间接 |
| PyPI | fonttools | 4.59.0 | 间接 |
| PyPI | fqdn | 1.5.1 | 间接 |
| PyPI | fsspec | 2025.7.0 | 间接 |
| PyPI | furo | 2025.7.19 | 间接 |
| PyPI | gast | 0.7.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.45 | 间接 |
| PyPI | greenlet | 3.2.3 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h5netcdf | 1.6.3 | 间接 |
| PyPI | h5py | 3.14.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | humanize | 4.15.0 | 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 | 8.7.0 | 间接 |
| PyPI | importlib-resources | 6.5.2 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | ipykernel | 6.30.0 | 间接 |
| PyPI | ipython | 8.37.0 | 间接 |
| PyPI | ipython | 9.4.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | isoduration | 20.11.0 | 间接 |
| PyPI | jax | 0.6.2 | 间接 |
| PyPI | jax | 0.9.2 | 间接 |
| PyPI | jaxlib | 0.6.2 | 间接 |
| PyPI | jaxlib | 0.9.2 | 间接 |
| PyPI | jaxtyping | 0.3.2 | 间接 |
| PyPI | jedi | 0.19.2 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | json5 | 0.13.0 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonschema | 4.25.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.4.1 | 间接 |
| PyPI | jupyter | 1.1.1 | 间接 |
| PyPI | jupyter-book | 1.0.4.post1 | 间接 |
| PyPI | jupyter-cache | 1.0.1 | 间接 |
| PyPI | jupyter-client | 8.6.3 | 间接 |
| PyPI | jupyter-console | 6.6.3 | 间接 |
| PyPI | jupyter-core | 5.8.1 | 间接 |
| PyPI | jupyter-events | 0.12.0 | 间接 |
| PyPI | jupyter-lsp | 2.3.0 | 间接 |
| PyPI | jupyter-server | 2.17.0 | 间接 |
| PyPI | jupyter-server-terminals | 0.5.4 | 间接 |
| PyPI | jupyterlab | — | 间接 |
| PyPI | jupyterlab | 4.4.5 | 间接 |
| PyPI | jupyterlab-pygments | 0.3.0 | 间接 |
| PyPI | jupyterlab-server | 2.28.0 | 间接 |
| PyPI | jupyterlab-widgets | 3.0.15 | 间接 |
| PyPI | kiwisolver | 1.4.8 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | latexcodec | 3.0.1 | 间接 |
| PyPI | lightning-utilities | 0.15.0 | 间接 |
| PyPI | linear-operator | 0.6 | 间接 |
| PyPI | linkify-it-py | 2.0.3 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markupsafe | 3.0.2 | 间接 |
| PyPI | marshmallow | 3.26.2 | 间接 |
| PyPI | matplotlib-inline | 0.1.7 | 间接 |
| PyPI | mdit-py-plugins | 0.4.2 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mistune | 3.2.0 | 间接 |
| PyPI | mizani | 0.14.2 | 间接 |
| PyPI | ml-dtypes | 0.5.4 | 间接 |
| PyPI | modularcirc | — | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgpack | 1.1.2 | 间接 |
| PyPI | multiprocess | 0.70.18 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | myst-nb | 1.3.0 | 间接 |
| PyPI | myst-parser | 3.0.1 | 间接 |
| PyPI | nbclient | 0.10.2 | 间接 |
| PyPI | nbconvert | 7.17.0 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | networkx | 3.5 | 间接 |
| PyPI | neuraloperator | 1.0.2 | 间接 |
| PyPI | nodeenv | 1.9.1 | 间接 |
| PyPI | notebook | 7.4.5 | 间接 |
| PyPI | notebook-shim | 0.2.4 | 间接 |
| PyPI | numcodecs | 0.13.1 | 间接 |
| PyPI | numcodecs | 0.16.1 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.6.4.1 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.6.80 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.6.85 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.6.77 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.3.0.4 | 间接 |
| PyPI | nvidia-cufile-cu12 | 1.11.1.6 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.7.77 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.7.1.2 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.5.4.2 | 间接 |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.28.9 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.6.85 | 间接 |
| PyPI | nvidia-nvshmem-cu12 | 3.4.5 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.6.77 | 间接 |
| PyPI | opt-einsum | 3.4.0 | 间接 |
| PyPI | optax | 0.2.8 | 间接 |
| PyPI | orbax-checkpoint | 0.11.33 | 间接 |
| PyPI | orbax-export | 0.0.8 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parso | 0.8.4 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | patsy | 1.0.1 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 11.3.0 | 间接 |
| PyPI | platformdirs | 4.3.8 | 间接 |
| PyPI | plotnine | 0.15.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 4.2.0 | 间接 |
| PyPI | prometheus-client | 0.24.1 | 间接 |
| PyPI | prompt-toolkit | 3.0.51 | 间接 |
| PyPI | protobuf | 6.31.1 | 间接 |
| PyPI | psutil | 7.0.0 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | pybtex | 0.25.1 | 间接 |
| PyPI | pybtex-docutils | 1.0.3 | 间接 |
| PyPI | pycparser | 2.22 | 间接 |
| PyPI | pydantic | 2.11.7 | 间接 |
| PyPI | pydantic-core | 2.33.2 | 间接 |
| PyPI | pydata-sphinx-theme | 0.15.4 | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pyparsing | 3.2.3 | 间接 |
| PyPI | pyright | 1.1.405 | 间接 |
| PyPI | pyro-api | 0.1.2 | 间接 |
| PyPI | pytest | 8.4.1 | 间接 |
| PyPI | pytest-cov | 6.2.1 | 间接 |
| PyPI | pytest-mock | 3.14.1 | 间接 |
| PyPI | pytest-xdist | 3.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-json-logger | 4.0.0 | 间接 |
| PyPI | pytz | 2025.2 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pywinpty | 3.0.3 | 间接 |
| PyPI | pyyaml | 6.0.2 | 间接 |
| PyPI | pyzmq | 27.0.0 | 间接 |
| PyPI | referencing | 0.36.2 | 间接 |
| PyPI | requests | 2.32.4 | 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 | rpds-py | 0.26.0 | 间接 |
| PyPI | ruamel-yaml | 0.18.14 | 间接 |
| PyPI | ruamel-yaml-clib | 0.2.12 | 间接 |
| PyPI | ruff | 0.12.11 | 间接 |
| PyPI | send2trash | 2.1.0 | 间接 |
| PyPI | sentry-sdk | 2.34.1 | 间接 |
| PyPI | setuptools | 68.0.0 | 间接 |
| PyPI | setuptools-scm | 9.2.2 | 间接 |
| PyPI | simplejson | 3.20.2 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smmap | 5.0.2 | 间接 |
| PyPI | snowballstemmer | 3.0.1 | 间接 |
| PyPI | soupsieve | 2.7 | 间接 |
| PyPI | sphinx | 7.4.7 | 间接 |
| PyPI | sphinx-autodoc-typehints | 2.3.0 | 间接 |
| PyPI | sphinx-basic-ng | 1.0.0b2 | 间接 |
| PyPI | sphinx-book-theme | 1.1.4 | 间接 |
| PyPI | sphinx-comments | 0.0.3 | 间接 |
| PyPI | sphinx-copybutton | 0.5.2 | 间接 |
| PyPI | sphinx-design | 0.6.1 | 间接 |
| PyPI | sphinx-external-toc | 1.0.1 | 间接 |
| PyPI | sphinx-jupyterbook-latex | 1.0.0 | 间接 |
| PyPI | sphinx-multitoc-numbering | 0.1.3 | 间接 |
| PyPI | sphinx-thebe | 0.3.1 | 间接 |
| PyPI | sphinx-togglebutton | 0.3.2 | 间接 |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-bibtex | 2.6.5 | 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 | 2.0.42 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | statsmodels | 0.14.5 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tabulate | 0.9.0 | 间接 |
| PyPI | tensorflow-probability | 0.25.0 | 间接 |
| PyPI | tensorly | 0.9.0 | 间接 |
| PyPI | tensorly-torch | 0.5.0 | 间接 |
| PyPI | tensorstore | 0.1.78 | 间接 |
| PyPI | tensorstore | 0.1.82 | 间接 |
| PyPI | terminado | 0.18.1 | 间接 |
| PyPI | tfp-nightly | 0.26.0.dev20260325 | 间接 |
| PyPI | the-well | 1.1.0 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tinycss2 | 1.4.0 | 间接 |
| PyPI | tomli | 2.2.1 | 间接 |
| PyPI | toolz | 1.1.0 | 间接 |
| PyPI | torch-harmonics | 0.7.3 | 间接 |
| PyPI | tornado | 6.5.1 | 间接 |
| PyPI | traitlets | 5.14.3 | 间接 |
| PyPI | treescope | 0.1.10 | 间接 |
| PyPI | triton | 3.6.0 | 间接 |
| PyPI | typing-extensions | 4.14.1 | 间接 |
| PyPI | typing-inspect | 0.9.0 | 间接 |
| PyPI | typing-inspection | 0.4.1 | 间接 |
| PyPI | tzdata | 2025.2 | 间接 |
| PyPI | uc-micro-py | 1.0.3 | 间接 |
| PyPI | uri-template | 1.3.0 | 间接 |
| PyPI | urllib3 | 2.5.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | virtualenv | 20.32.0 | 间接 |
| PyPI | wadler-lindig | 0.1.7 | 间接 |
| PyPI | wandb | 0.21.1 | 间接 |
| PyPI | wcwidth | 0.2.13 | 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 | wheel | 0.41.0 | 间接 |
| PyPI | widgetsnbextension | 4.0.14 | 间接 |
| PyPI | wrapt | 2.1.2 | 间接 |
| PyPI | xarray | 2025.6.1 | 间接 |
| PyPI | xarray | 2025.7.1 | 间接 |
| PyPI | xarray-einstats | 0.8.0 | 间接 |
| PyPI | xarray-einstats | 0.9.1 | 间接 |
| PyPI | zarr | 2.18.3 | 间接 |
| PyPI | zarr | 3.1.1 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
依赖安全公告 2
安装 pypi:autoemulate@2.1.2 会引入 172 个包（直接与传递）：其中 2 个存在已知公告，0 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| setuptools | 68.0.0 | 间接 | 高 | 6 | 83.0.0 |
| wheel | 0.41.0 | 间接 | 高 | 2 | 0.46.2 |
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。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"hut23",
"hut23-1468",
"emulation",
"pytorch",
"active-learning",
"calibration",
"gaussian-processes",
"mcmc",
"sensitivity-analysis",
"uncertainty-quantification",
"ensemble",
"history-matching",
"neural-networks",
"aiphys"
],
"is_fork": false,
"size_kb": 325004,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 916091,
"Jupyter Notebook": 559578
},
"pushed_at": "2026-07-25T23:20:14Z",
"created_at": "2023-08-01T13:06:39Z",
"owner_type": "Organization",
"updated_at": "2026-07-24T19:40:45Z",
"description": "Emulate simulations easily",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python",
"Jupyter Notebook"
]
},
"owner": {
"blog": "https://turing.ac.uk",
"name": "The Alan Turing Institute",
"type": "Organization",
"login": "alan-turing-institute",
"company": null,
"location": null,
"followers": 1007,
"avatar_url": "https://avatars.githubusercontent.com/u/18304793?v=4",
"created_at": "2016-04-06T09:38:19Z",
"is_verified": null,
"public_repos": 657,
"account_age_days": 3762
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v2.1.2",
"kind": "patch",
"published_at": "2026-07-07T09:25:05Z"
},
{
"tag": "v2.1.1",
"kind": "patch",
"published_at": "2026-05-12T19:46:20Z"
},
{
"tag": "v2.1.0",
"kind": "minor",
"published_at": "2026-05-12T16:22:54Z"
},
{
"tag": "v2.0.0",
"kind": "major",
"published_at": "2026-01-14T13:47:34Z"
},
{
"tag": "v1.2.1",
"kind": "patch",
"published_at": "2025-12-15T13:12:20Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2025-10-16T09:21:53Z"
},
{
"tag": "v1.1.1",
"kind": "patch",
"published_at": "2025-09-25T15:07:50Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2025-09-04T13:34:15Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2025-07-31T10:41:36Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2025-06-25T14:50:24Z"
},
{
"tag": "v0.3.3",
"kind": "patch",
"published_at": "2025-06-13T13:42:57Z"
},
{
"tag": "v0.3.2",
"kind": "patch",
"published_at": "2025-06-06T14:53:05Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2025-06-04T08:46:22Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2025-04-29T15:02:54Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2025-01-30T16:27:13Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2024-11-27T17:08:42Z"
},
{
"tag": "v0.1.0.post1",
"kind": "other",
"published_at": "2024-04-02T16:15:54Z"
}
],
"recent_commits": [
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"body": "…add-hebatea\n\ndocs: add hebatea as a contributor for code",
"is_bot": false,
"headline": "Merge pull request #1030 from alan-turing-institute/all-contributors/…",
"author_name": "Radka Jersakova",
"author_login": "radka-j",
"committed_at": "2026-07-14T09:56:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b9e6851c6d8fef13ac2a995ba9496c29f3d4a78",
"body": null,
"is_bot": true,
"headline": "docs: update .all-contributorsrc",
"author_name": "allcontributors[bot]",
"author_login": "allcontributors[bot]",
"committed_at": "2026-07-14T09:54:42Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": true,
"headline": "docs: update README.md",
"author_name": "allcontributors[bot]",
"author_login": "allcontributors[bot]",
"committed_at": "2026-07-14T09:54:41Z",
"body_truncated": false,
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},
{
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"body": "Fix #928: Replace ±2σ with 95% predictive intervals in plots",
"is_bot": false,
"headline": "Merge pull request #1029 from hebatea/fix/issue-928-predictive-intervals",
"author_name": "Penelope Yong",
"author_login": "penelopeysm",
"committed_at": "2026-07-13T13:58:48Z",
"body_truncated": false,
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},
{
"oid": "2fd95b9f0cd7459290cc16e269ba042f101c9f0b",
"body": null,
"is_bot": false,
"headline": "Use norm.ppf(0.975) instead of hardcoded 1.96 for PREDICTION_INTERVAL_Z",
"author_name": "hebatea",
"author_login": "hebatea",
"committed_at": "2026-07-12T18:46:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b159a3d503356995d99c1378983962fff09c8bc",
"body": null,
"is_bot": false,
"headline": "Fix pre-commit ruff and pyright failures",
"author_name": "hebatea",
"author_login": "hebatea",
"committed_at": "2026-07-07T10:46:16Z",
"body_truncated": false,
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},
{
"oid": "1de502d6766179776c469518f67a4e00a90dd8a5",
"body": "update version to 2.1.2",
"is_bot": false,
"headline": "Merge pull request #1028 from alan-turing-institute/v212",
"author_name": "Radka Jersakova",
"author_login": "radka-j",
"committed_at": "2026-07-07T09:22:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5d24976330596e6fbaf02ce4853aadd03039d381",
"body": null,
"is_bot": false,
"headline": "Add tests for 95% predictive interval width and constant value",
"author_name": "hebatea",
"author_login": "hebatea",
"committed_at": "2026-07-07T02:56:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca6b6ae4cf1301c9739e02f905b16dd109175a76",
"body": null,
"is_bot": false,
"headline": "Update docstrings to mention 95% predictive interval",
"author_name": "hebatea",
"author_login": "hebatea",
"committed_at": "2026-07-07T02:56:13Z",
"body_truncated": false,
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},
{
"oid": "1d528b7a77769012f7754c3a063495c2b9243d06",
"body": "- Add PREDICTION_INTERVAL_Z = 1.96 constant to plotting.py and v0/plotting.py\n- Replace hardcoded 2 * y_std with PREDICTION_INTERVAL_Z * y_std in plot_xy (bars and fill), plot_parity, and _plot_Xy\n- Update labels from ±2σ to 95% PI throughout\n- Import PREDICTION_INTERVAL_Z in compare.py so future coverage changes are a single-line edit\n\nCloses #928",
"is_bot": false,
"headline": "Replace ±2σ with 95% predictive intervals in plots",
"author_name": "hebatea",
"author_login": "hebatea",
"committed_at": "2026-07-07T02:56:13Z",
"body_truncated": false,
"is_coding_agent": false
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