公开记录中等
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 02:47 UTC
JuliaGraphs / GraphNeuralNetworks.jl
Graph Neural Networks in Julia
JuliaGraphs/GraphNeuralNetworks.jl 的健康指数为 100 分中的 67 分，处于「中等」区间。 其得分最高的类别是Vitality（81/100），最低的是AI Readiness（29/100）。 最近一次更新在 1 天前。 近期的大部分工作由 1 位贡献者完成。
67
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。
67
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
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？
81
开发活跃度
74良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 1 天前 |
| 13.2/36 | 提交节奏 — 52 周中有 19 周有提交 |
| 15.1/18 | 提交量 — 最近一年 47 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 14 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 47 |
| human_commit_share | 0.9 |
| days_since_last_push | 1 |
| active_weeks_last_year | 19 |
发布纪律
92优秀
评分方式
| 27/27 | 有发布版本 — 已发布 73 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 83 天前 |
| 19.8/27 | 发布节奏 — 约每 54.9 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 73 |
| latest_release_tag | GNNlib-v1.2.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 83 |
| mean_days_between_releases | 54.9 |
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？
55
流行度与采用
60中等
评分方式
| 40.3/60 | 星标 — 305 个星标 |
| 15.4/25 | 复刻 — 71 个复刻 |
| 4.3/15 | 关注者 — 7 位关注者 |
所用输入
| forks | 71 |
| stars | 305 |
| watchers | 7 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 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 | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| 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？
61
维护者韧性（巴士系数）
38存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 5.9/22.5 | 提交分布 — 头号贡献者编写了 74% 的提交 |
| 13.5/13.5 | 贡献者广度 — 33 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 30 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 33 |
| top_contributor_share | 0.736 |
议题与 PR 响应能力
79良好
评分方式
| 34.6/46.8 | 议题解决 — 74% 的议题已关闭 |
| 33.7/38.3 | PR 接受 — 已裁定的 PR 中 378/429 已合并 |
| 10.5/15 | OpenSSF Scorecard：Code-Review — Found 16/22 approved changesets -- score normalized to 7 |
所用输入
| merged_prs | 378 |
| open_issues | 60 |
| closed_issues | 171 |
| issue_closed_ratio | 0.74 |
| closed_unmerged_prs | 51 |
所有权与托管责任
70良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 16.1/25 | 所有者影响力 — JuliaGraphs 有 172 位关注者 |
| 24/25 | 既往记录 — 44 个公开仓库，账户约 11 年 |
所用输入
| followers | 172 |
| owner_type | Organization |
| is_verified | — |
| owner_login | JuliaGraphs |
| public_repos | 44 |
| account_age_days | 4,189 |
工程质量
基础的工程与文档实践是否到位？
80
工程实践
66中等
评分方式
| 24/24 | CI 工作流 — 6 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 23 out of 24 merged PRs checked by a CI test -- score normalized to 9 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://juliagraphs.org/GraphNeuralNetworks.jl |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 5 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | machine-learning, julia, graph-neural-networks, deep-learning, graphs |
| has_wiki | 是 |
| homepage | https://juliagraphs.org/GraphNeuralNetworks.jl |
| 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？
57
安全态势
57中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 23 out of 24 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 5.2/7.5 | Code-Review — Found 16/22 approved changesets -- score normalized to 7 |
| 2.5/2.5 | Contributors — project has 30 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 — 14 commit(s) and 3 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.7 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。
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。
29
AI 代理上下文与指引
32存在风险
评分方式
| 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） |
| 32/40 | 可读的提交历史 — 90 次人类提交中有 54 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 | 0.6 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
32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 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 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 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 10 次为自动依赖更新 |
| 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 | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.01 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.1 |
面向模型的代码可读性
1危急
评分方式
| 0/45 | 可类型检查的代码 — Julia，未配置类型检查 |
| 0/55 | 可控的文件大小 — 未检测到源文件 |
所用输入
| primary_language | Julia |
| largest_source_bytes | — |
| source_files_sampled | 0 |
| oversized_source_files | 0 |
已排除计分（无数据或不适用）：可控的文件大小。 其余权重已重新归一化。
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 — examples, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
305GitHub 星标
33贡献者
47最近 12 个月提交数
1距最近推送天数
73发布版本数
1巴士系数（bus factor）
60开放议题
—软件包生态系统数
更多细节
Star 与 Fork 历史 305 ★ / 71 ⇿
305Star
71Fork
73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 0次版本 6修订 48
每个点涵盖 5 天。
OpenSSF Scorecard 5.7 / 10
5.7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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 23 out of 24 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 7 | Code-Review | Found 16/22 approved changesets -- score normalized to 7 |
| 10 | Contributors | project has 30 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 | 14 commit(s) and 3 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 0
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 0 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 |
|---|
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies to assess
原始 JSON 报告 机器可读
{
"data": {
"repo": {
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"machine-learning",
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"graph-neural-networks",
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"homepage": "https://juliagraphs.org/GraphNeuralNetworks.jl",
"languages": {
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"pushed_at": "2026-07-20T09:17:38Z",
"created_at": "2021-08-30T05:35:59Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T01:15:43Z",
"description": "Graph Neural Networks in Julia",
"is_archived": false,
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"name": "JuliaGraphs",
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"login": "JuliaGraphs",
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"published_at": "2025-01-12T16:40:35Z"
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{
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{
"tag": "GraphNeuralNetworks-v1.0.0",
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"published_at": "2024-12-21T10:02:27Z"
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"published_at": "2024-12-21T09:28:30Z"
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{
"tag": "GNNGraphs-v1.4.0",
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},
{
"tag": "GNNlib-v0.2.5",
"kind": "other",
"published_at": "2024-12-09T11:21:43Z"
},
{
"tag": "GNNlib-v0.2.4",
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"published_at": "2024-12-09T11:12:58Z"
},
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},
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},
{
"tag": "GraphNeuralNetworks-v0.6.22",
"kind": "other",
"published_at": "2024-12-05T12:21:51Z"
},
{
"tag": "GNNLux-v0.1.0",
"kind": "other",
"published_at": "2024-12-02T12:54:16Z"
},
{
"tag": "GNNGraphs-v1.3.0",
"kind": "other",
"published_at": "2024-11-30T18:52:17Z"
},
{
"tag": "v0.6.21",
"kind": "patch",
"published_at": "2024-09-23T12:05:19Z"
},
{
"tag": "v0.6.20",
"kind": "patch",
"published_at": "2024-07-25T15:58:58Z"
},
{
"tag": "v0.6.19",
"kind": "patch",
"published_at": "2024-04-08T18:20:18Z"
},
{
"tag": "v0.6.18",
"kind": "patch",
"published_at": "2024-03-07T11:16:29Z"
},
{
"tag": "v0.6.17",
"kind": "patch",
"published_at": "2024-03-06T10:08:14Z"
},
{
"tag": "v0.6.16",
"kind": "patch",
"published_at": "2024-01-07T13:38:12Z"
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{
"tag": "v0.6.15",
"kind": "patch",
"published_at": "2023-12-12T13:22:45Z"
},
{
"tag": "v0.6.14",
"kind": "patch",
"published_at": "2023-09-18T01:42:51Z"
},
{
"tag": "v0.6.13",
"kind": "patch",
"published_at": "2023-09-07T16:34:02Z"
},
{
"tag": "v0.6.12",
"kind": "patch",
"published_at": "2023-09-04T06:31:18Z"
},
{
"tag": "v0.6.11",
"kind": "patch",
"published_at": "2023-08-27T19:06:31Z"
},
{
"tag": "v0.6.10",
"kind": "patch",
"published_at": "2023-08-26T11:07:31Z"
},
{
"tag": "v0.6.9",
"kind": "patch",
"published_at": "2023-07-17T07:48:52Z"
},
{
"tag": "v0.6.8",
"kind": "patch",
"published_at": "2023-07-15T18:42:00Z"
},
{
"tag": "v0.6.7",
"kind": "patch",
"published_at": "2023-06-20T09:25:14Z"
},
{
"tag": "v0.6.6",
"kind": "patch",
"published_at": "2023-05-22T06:30:44Z"
},
{
"tag": "v0.6.5",
"kind": "patch",
"published_at": "2023-04-14T06:33:39Z"
},
{
"tag": "v0.6.4",
"kind": "patch",
"published_at": "2023-03-19T17:26:33Z"
},
{
"tag": "v0.6.3",
"kind": "patch",
"published_at": "2023-02-09T11:30:32Z"
},
{
"tag": "v0.6.2",
"kind": "patch",
"published_at": "2023-01-05T00:28:04Z"
},
{
"tag": "v0.6.1",
"kind": "patch",
"published_at": "2022-12-28T16:04:05Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2022-12-23T18:13:08Z"
},
{
"tag": "v0.5.2",
"kind": "patch",
"published_at": "2022-11-16T13:01:15Z"
},
{
"tag": "v0.5.1",
"kind": "patch",
"published_at": "2022-11-09T18:52:21Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2022-11-03T09:45:50Z"
},
{
"tag": "v0.4.5",
"kind": "patch",
"published_at": "2022-07-30T07:59:55Z"
},
{
"tag": "v0.4.4",
"kind": "patch",
"published_at": "2022-05-28T11:26:34Z"
},
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