公开记录优秀
软件健康报告模式 0.31.0 · 指标 2.10.0 · 2026-08-12 23:31 UTC
apple / coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
apple/coremltools 的健康指数为 100 分中的 91 分，处于「优秀」区间。 其得分最高的类别是Community & Adoption（91/100），最低的是Security（54/100）。 最近一次更新在 1 天前。 近期的大部分工作由 6 位贡献者完成。
91
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，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。
91
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19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。
加权总体分 77 经校准后在公布的指数量表上为 91（记录校准 2026-08-02）。
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 | coremltools | 9.0 | - | 56 | 275 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？
75
开发活跃度
83优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 1 天前 |
| 20.1/36 | 提交节奏 — 52 周中有 29 周有提交 |
| 16.9/18 | 提交量 — 最近一年 76 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 76 |
| human_commit_share | 1 |
| days_since_last_push | 1 |
| active_weeks_last_year | 29 |
发布纪律
63中等
评分方式
| 27/27 | 有发布版本 — 已发布 45 个发布版本 |
| 16.2/36 | 发布时效 — 最近一次发布版本于 275 天前 |
| 19.8/27 | 发布节奏 — 约每 82.3 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 45 |
| latest_release_tag | 9.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 275 |
| mean_days_between_releases | 82.3 |
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？
91
流行度与采用
96卓越
评分方式
| 60/60 | 星标 — 5,384 个星标 |
| 24.3/25 | 复刻 — 828 个复刻 |
| 11.5/15 | 关注者 — 120 位关注者 |
所用输入
| forks | 828 |
| stars | 5,384 |
| watchers | 120 |
| 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（BSD-3-Clause） |
| 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 |
| readme_badges | 3 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| readme_badge_services | shields.io |
| 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？
91
维护者韧性（巴士系数）
92优秀
评分方式
| 48.6/54 | 巴士系数 — 6 位贡献者贡献了半数提交 |
| 19.4/22.5 | 提交分布 — 头号贡献者编写了 14% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 22 contributing companies or organizations |
所用输入
| bus_factor | 6 |
| contributors_sampled | 100 |
| top_contributor_share | 0.14 |
议题与 PR 响应能力
80优秀
评分方式
| 31.6/42 | 议题解决 — 75% 的议题已关闭 |
| 25.8/30 | PR 接受 — 已裁定的 PR 中 944/1,096 已合并 |
| 7.2/13 | Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 5/9 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 944 |
| open_issues | 399 |
| closed_issues | 1,216 |
| prs_merged_7d | 9 |
| prs_decided_7d | 12 |
| prs_merged_30d | 19 |
| prs_decided_30d | 23 |
| issue_closed_ratio | 0.753 |
| closed_unmerged_prs | 152 |
| first_time_authors_30d | 6 |
| first_time_prs_merged_30d | 5 |
| first_time_prs_decided_30d | 9 |
所有权与托管责任
100卓越
评分方式
| 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 |
| 25/25 | 所有者影响力 — apple 有 39,507 位关注者 |
| 25/25 | 既往记录 — 437 个公开仓库，账户约 11 年 |
所用输入
| followers | 39,507 |
| owner_type | Organization |
| is_verified | — |
| owner_login | apple |
| public_repos | 437 |
| account_age_days | 4,221 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
91优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 26/35 | 发布时效 — 最近一次发布于 275 天前 |
| 20/20 | 版本历史 — 56 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 | coremltools |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 275 |
工程质量
基础的工程与文档实践是否到位？
70
工程实践
50中等
评分方式
| 0/24 | CI 工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .pylintrc, tox.ini |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 0 out of 30 merged PRs checked by a CI test -- score normalized to 0 |
所用输入
| has_ci | 否 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
100卓越
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://coremltools.readme.io |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 7 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | coremltools, tensorflow, pytorch, coreml, machine-learning, model-converter, model-conversion |
| has_wiki | 是 |
| homepage | https://coremltools.readme.io |
| docs_site | https://coremltools.readme.io |
| 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？
54
安全态势
43薄弱
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 0/2.5 | CI-Tests — 0 out of 30 merged PRs checked by a CI test -- score normalized to 0 |
| 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 22 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — 无数据 |
| 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 8 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 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — 无数据 |
| 0/7.5 | Vulnerabilities — 32 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 14 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 4 |
| scorecard_aggregate | 4.3 |
已排除计分（无数据或不适用）：Branch-Protection, Dangerous-Workflow, Packaging, Token-Permissions。 其余权重已重新归一化。
依赖安全公告
100卓越
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 |
| 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 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 11 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:coremltools@9.0 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 11 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？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。
68
AI 代理上下文与指引
40薄弱
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） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 99 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 |
| llms_txt_url | — |
| legible_history_share | 0.99 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile, coremltools/converters/mil/Makefile, deps/pybind11/noxfile.py, docs-guides/Makefile, docs/Makefile, mlmodel/docs/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .pylintrc, tox.ini |
| 11/11 | 静态类型检查 — deps/pybind11/pybind11/py.typed |
| 10/10 | 可复现环境 — Dockerfile |
| 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 | — |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile, coremltools/converters/mil/Makefile, deps/pybind11/noxfile.py, docs-guides/Makefile, docs/Makefile, mlmodel/docs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | deps/pybind11/pybind11/py.typed |
| agent_commit_share | 0.01 |
| toolchain_manifests | deps/protobuf/benchmarks/java/pom.xml, deps/protobuf/csharp/compatibility_tests/v3.0.0/src/Google.Protobuf.Test/Google.Protobuf.Test.csproj, deps/protobuf/csharp/src/AddressBook/AddressBook.csproj, deps/protobuf/csharp/src/Google.Protobuf.Benchmarks/Google.Protobuf.Benchmarks.csproj, deps/protobuf/csharp/src/Google.Protobuf.Conformance/Google.Protobuf.Conformance.csproj, deps/protobuf/csharp/src/Google.Protobuf.JsonDump/Google.Protobuf.JsonDump.csproj, deps/protobuf/csharp/src/Google.Protobuf.Test.TestProtos/Google.Protobuf.Test.TestProtos.csproj, deps/protobuf/csharp/src/Google.Protobuf.Test/Google.Protobuf.Test.csproj, deps/protobuf/csharp/src/Google.Protobuf/Google.Protobuf.csproj, deps/protobuf/java/bom/pom.xml, deps/protobuf/java/core/pom.xml, deps/protobuf/java/kotlin-lite/pom.xml, deps/protobuf/java/kotlin/pom.xml, deps/protobuf/java/lite/pom.xml, deps/protobuf/java/pom.xml, deps/protobuf/java/util/pom.xml, deps/protobuf/protoc-artifacts/pom.xml, deps/protobuf/ruby/pom.xml |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
79良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（deps/pybind11/pybind11/py.typed） |
| 51.9/55 | 可控的文件大小 — 采样的 2,571 个源文件中有 145 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 1,310,207 |
| source_files_sampled | 2,571 |
| oversized_source_files | 145 |
机器可读接口
100卓越
评分方式
| 40/40 | API 模式（OpenAPI/GraphQL/proto） — deps/protobuf/benchmarks/benchmarks.proto, deps/protobuf/benchmarks/datasets/google_message1/proto2/benchmark_message1_proto2.proto, deps/protobuf/benchmarks/datasets/google_message1/proto3/benchmark_message1_proto3.proto, deps/protobuf/benchmarks/datasets/google_message2/benchmark_message2.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_1.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_2.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_3.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_4.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_5.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_6.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_7.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_8.proto, deps/protobuf/benchmarks/datasets/google_message4/benchmark_message4.proto, deps/protobuf/benchmarks/datasets/google_message4/benchmark_message4_1.proto, deps/protobuf/benchmarks/datasets/google_message4/benchmark_message4_2.proto, deps/protobuf/benchmarks/datasets/google_message4/benchmark_message4_3.proto, deps/protobuf/benchmarks/google_size.proto, deps/protobuf/conformance/conformance.proto, deps/protobuf/csharp/compatibility_tests/v3.0.0/protos/csharp/protos/unittest_issues.proto, deps/protobuf/csharp/compatibility_tests/v3.0.0/protos/src/google/protobuf/map_unittest_proto3.proto, deps/protobuf/csharp/compatibility_tests/v3.0.0/protos/src/google/protobuf/unittest_import_proto3.proto, deps/protobuf/csharp/compatibility_tests/v3.0.0/protos/src/google/protobuf/unittest_import_public_proto3.proto, deps/protobuf/csharp/compatibility_tests/v3.0.0/protos/src/google/protobuf/unittest_proto3.proto, deps/protobuf/csharp/compatibility_tests/v3.0.0/protos/src/google/protobuf/unittest_well_known_types.proto, deps/protobuf/csharp/protos/map_unittest_proto3.proto, deps/protobuf/csharp/protos/old_extensions1.proto, deps/protobuf/csharp/protos/old_extensions2.proto, deps/protobuf/csharp/protos/unittest.proto, deps/protobuf/csharp/protos/unittest_custom_options_proto3.proto, deps/protobuf/csharp/protos/unittest_import.proto, deps/protobuf/csharp/protos/unittest_import_proto3.proto, deps/protobuf/csharp/protos/unittest_import_public.proto, deps/protobuf/csharp/protos/unittest_import_public_proto3.proto, deps/protobuf/csharp/protos/unittest_issue6936_a.proto, deps/protobuf/csharp/protos/unittest_issue6936_b.proto, deps/protobuf/csharp/protos/unittest_issue6936_c.proto, deps/protobuf/csharp/protos/unittest_issues.proto, deps/protobuf/csharp/protos/unittest_proto3.proto, deps/protobuf/csharp/protos/unittest_selfreferential_options.proto, deps/protobuf/csharp/src/Google.Protobuf.Benchmarks/wrapper_benchmark_messages.proto, deps/protobuf/examples/addressbook.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/any_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/cached_field_size_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/deprecated_file.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/field_presence_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/lazy_fields_lite.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/lite_equals_and_hash.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/map_for_proto2_lite_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/map_for_proto2_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/map_initialization_order_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/map_lite_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/map_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/message_lite_extension_util_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/multiple_files_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/nested_builders_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/nested_extension.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/nested_extension_lite.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/non_nested_extension.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/non_nested_extension_lite.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/outer_class_name_test.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/outer_class_name_test2.proto, deps/protobuf/java/core/src/test/proto/com/google/protobuf/outer_class_name_test3.proto, 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deps/protobuf/src/google/protobuf/util/json_format_proto3.proto, deps/protobuf/src/google/protobuf/util/message_differencer_unittest.proto, deps/protobuf/src/google/protobuf/wrappers.proto, mlmodel/format/ArrayFeatureExtractor.proto, mlmodel/format/AudioFeaturePrint.proto, mlmodel/format/BayesianProbitRegressor.proto, mlmodel/format/CategoricalMapping.proto, mlmodel/format/ClassConfidenceThresholding.proto, mlmodel/format/CustomModel.proto, mlmodel/format/DataStructures.proto, mlmodel/format/DictVectorizer.proto, mlmodel/format/FeatureTypes.proto, mlmodel/format/FeatureVectorizer.proto, mlmodel/format/GLMClassifier.proto, mlmodel/format/GLMRegressor.proto, mlmodel/format/Gazetteer.proto, mlmodel/format/Identity.proto, mlmodel/format/Imputer.proto, mlmodel/format/ItemSimilarityRecommender.proto, mlmodel/format/LinkedModel.proto, mlmodel/format/MIL.proto, mlmodel/format/Model.proto, mlmodel/format/NearestNeighbors.proto, mlmodel/format/NeuralNetwork.proto, mlmodel/format/NonMaximumSuppression.proto, mlmodel/format/Normalizer.proto, mlmodel/format/OneHotEncoder.proto, mlmodel/format/Parameters.proto, mlmodel/format/SVM.proto, mlmodel/format/Scaler.proto, mlmodel/format/SoundAnalysisPreprocessing.proto, mlmodel/format/TextClassifier.proto, mlmodel/format/TreeEnsemble.proto, mlmodel/format/VisionFeaturePrint.proto, mlmodel/format/WordEmbedding.proto, mlmodel/format/WordTagger.proto |
| 0/20 | MCP 服务器 — 不适用于此类软件 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | deps/protobuf/benchmarks/benchmarks.proto, deps/protobuf/benchmarks/datasets/google_message1/proto2/benchmark_message1_proto2.proto, deps/protobuf/benchmarks/datasets/google_message1/proto3/benchmark_message1_proto3.proto, deps/protobuf/benchmarks/datasets/google_message2/benchmark_message2.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_1.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_2.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_3.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_4.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_5.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_6.proto, deps/protobuf/benchmarks/datasets/google_message3/benchmark_message3_7.proto, 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deps/protobuf/php/tests/proto/test_reserved_enum_upper.proto, deps/protobuf/php/tests/proto/test_reserved_enum_value_lower.proto, deps/protobuf/php/tests/proto/test_reserved_enum_value_upper.proto, deps/protobuf/php/tests/proto/test_reserved_message_lower.proto, deps/protobuf/php/tests/proto/test_reserved_message_upper.proto, deps/protobuf/php/tests/proto/test_service.proto, deps/protobuf/php/tests/proto/test_service_namespace.proto, deps/protobuf/php/tests/proto/test_wrapper_type_setters.proto, deps/protobuf/python/google/protobuf/internal/any_test.proto, deps/protobuf/python/google/protobuf/internal/descriptor_pool_test1.proto, deps/protobuf/python/google/protobuf/internal/descriptor_pool_test2.proto, deps/protobuf/python/google/protobuf/internal/factory_test1.proto, deps/protobuf/python/google/protobuf/internal/factory_test2.proto, deps/protobuf/python/google/protobuf/internal/file_options_test.proto, deps/protobuf/python/google/protobuf/internal/import_test_package/inner.proto, deps/protobuf/python/google/protobuf/internal/import_test_package/outer.proto, deps/protobuf/python/google/protobuf/internal/message_set_extensions.proto, deps/protobuf/python/google/protobuf/internal/missing_enum_values.proto, deps/protobuf/python/google/protobuf/internal/more_extensions.proto, deps/protobuf/python/google/protobuf/internal/more_extensions_dynamic.proto, deps/protobuf/python/google/protobuf/internal/more_messages.proto, deps/protobuf/python/google/protobuf/internal/no_package.proto, deps/protobuf/python/google/protobuf/internal/packed_field_test.proto, deps/protobuf/python/google/protobuf/internal/test_bad_identifiers.proto, deps/protobuf/python/google/protobuf/internal/test_proto3_optional.proto, deps/protobuf/python/google/protobuf/pyext/proto2_api_test.proto, deps/protobuf/python/google/protobuf/pyext/python.proto, deps/protobuf/ruby/compatibility_tests/v3.0.0/tests/generated_code.proto, deps/protobuf/ruby/compatibility_tests/v3.0.0/tests/test_import.proto, deps/protobuf/ruby/src/main/sentinel.proto, deps/protobuf/ruby/tests/basic_test.proto, deps/protobuf/ruby/tests/basic_test_proto2.proto, deps/protobuf/ruby/tests/generated_code.proto, deps/protobuf/ruby/tests/generated_code_proto2.proto, deps/protobuf/ruby/tests/multi_level_nesting_test.proto, deps/protobuf/ruby/tests/test_import.proto, deps/protobuf/ruby/tests/test_import_proto2.proto, deps/protobuf/ruby/tests/test_ruby_package.proto, deps/protobuf/ruby/tests/test_ruby_package_proto2.proto, deps/protobuf/src/google/protobuf/any.proto, deps/protobuf/src/google/protobuf/any_test.proto, deps/protobuf/src/google/protobuf/api.proto, deps/protobuf/src/google/protobuf/compiler/cpp/cpp_test_bad_identifiers.proto, deps/protobuf/src/google/protobuf/compiler/cpp/cpp_test_large_enum_value.proto, deps/protobuf/src/google/protobuf/compiler/plugin.proto, deps/protobuf/src/google/protobuf/compiler/ruby/ruby_generated_code.proto, deps/protobuf/src/google/protobuf/compiler/ruby/ruby_generated_code_proto2.proto, deps/protobuf/src/google/protobuf/compiler/ruby/ruby_generated_code_proto2_import.proto, deps/protobuf/src/google/protobuf/compiler/ruby/ruby_generated_pkg_explicit.proto, deps/protobuf/src/google/protobuf/compiler/ruby/ruby_generated_pkg_explicit_legacy.proto, deps/protobuf/src/google/protobuf/compiler/ruby/ruby_generated_pkg_implicit.proto, deps/protobuf/src/google/protobuf/descriptor.proto, deps/protobuf/src/google/protobuf/duration.proto, deps/protobuf/src/google/protobuf/empty.proto, deps/protobuf/src/google/protobuf/field_mask.proto, deps/protobuf/src/google/protobuf/map_lite_unittest.proto, deps/protobuf/src/google/protobuf/map_proto2_unittest.proto, deps/protobuf/src/google/protobuf/map_unittest.proto, deps/protobuf/src/google/protobuf/source_context.proto, deps/protobuf/src/google/protobuf/struct.proto, deps/protobuf/src/google/protobuf/test_messages_proto2.proto, deps/protobuf/src/google/protobuf/test_messages_proto3.proto, deps/protobuf/src/google/protobuf/timestamp.proto, deps/protobuf/src/google/protobuf/type.proto, deps/protobuf/src/google/protobuf/unittest.proto, deps/protobuf/src/google/protobuf/unittest_arena.proto, deps/protobuf/src/google/protobuf/unittest_custom_options.proto, deps/protobuf/src/google/protobuf/unittest_drop_unknown_fields.proto, deps/protobuf/src/google/protobuf/unittest_embed_optimize_for.proto, deps/protobuf/src/google/protobuf/unittest_empty.proto, deps/protobuf/src/google/protobuf/unittest_enormous_descriptor.proto, deps/protobuf/src/google/protobuf/unittest_import.proto, deps/protobuf/src/google/protobuf/unittest_import_lite.proto, deps/protobuf/src/google/protobuf/unittest_import_public.proto, deps/protobuf/src/google/protobuf/unittest_import_public_lite.proto, deps/protobuf/src/google/protobuf/unittest_lazy_dependencies.proto, deps/protobuf/src/google/protobuf/unittest_lazy_dependencies_custom_option.proto, deps/protobuf/src/google/protobuf/unittest_lazy_dependencies_enum.proto, deps/protobuf/src/google/protobuf/unittest_lite.proto, deps/protobuf/src/google/protobuf/unittest_lite_imports_nonlite.proto, deps/protobuf/src/google/protobuf/unittest_mset.proto, deps/protobuf/src/google/protobuf/unittest_mset_wire_format.proto, deps/protobuf/src/google/protobuf/unittest_no_field_presence.proto, deps/protobuf/src/google/protobuf/unittest_no_generic_services.proto, deps/protobuf/src/google/protobuf/unittest_optimize_for.proto, deps/protobuf/src/google/protobuf/unittest_preserve_unknown_enum.proto, deps/protobuf/src/google/protobuf/unittest_preserve_unknown_enum2.proto, deps/protobuf/src/google/protobuf/unittest_proto3.proto, deps/protobuf/src/google/protobuf/unittest_proto3_arena.proto, deps/protobuf/src/google/protobuf/unittest_proto3_arena_lite.proto, deps/protobuf/src/google/protobuf/unittest_proto3_lite.proto, deps/protobuf/src/google/protobuf/unittest_proto3_optional.proto, deps/protobuf/src/google/protobuf/unittest_well_known_types.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/anys.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/books.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/default_value.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/default_value_test.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/field_mask.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/maps.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/oneofs.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/proto3.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/struct.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/timestamp_duration.proto, deps/protobuf/src/google/protobuf/util/internal/testdata/wrappers.proto, deps/protobuf/src/google/protobuf/util/json_format.proto, deps/protobuf/src/google/protobuf/util/json_format_proto3.proto, deps/protobuf/src/google/protobuf/util/message_differencer_unittest.proto, deps/protobuf/src/google/protobuf/wrappers.proto, mlmodel/format/ArrayFeatureExtractor.proto, mlmodel/format/AudioFeaturePrint.proto, mlmodel/format/BayesianProbitRegressor.proto, mlmodel/format/CategoricalMapping.proto, mlmodel/format/ClassConfidenceThresholding.proto, mlmodel/format/CustomModel.proto, mlmodel/format/DataStructures.proto, mlmodel/format/DictVectorizer.proto, mlmodel/format/FeatureTypes.proto, mlmodel/format/FeatureVectorizer.proto, mlmodel/format/GLMClassifier.proto, mlmodel/format/GLMRegressor.proto, mlmodel/format/Gazetteer.proto, mlmodel/format/Identity.proto, mlmodel/format/Imputer.proto, mlmodel/format/ItemSimilarityRecommender.proto, mlmodel/format/LinkedModel.proto, mlmodel/format/MIL.proto, mlmodel/format/Model.proto, mlmodel/format/NearestNeighbors.proto, mlmodel/format/NeuralNetwork.proto, mlmodel/format/NonMaximumSuppression.proto, mlmodel/format/Normalizer.proto, mlmodel/format/OneHotEncoder.proto, mlmodel/format/Parameters.proto, mlmodel/format/SVM.proto, mlmodel/format/Scaler.proto, mlmodel/format/SoundAnalysisPreprocessing.proto, mlmodel/format/TextClassifier.proto, mlmodel/format/TreeEnsemble.proto, mlmodel/format/VisionFeaturePrint.proto, mlmodel/format/WordEmbedding.proto, mlmodel/format/WordTagger.proto |
| interfaces_expected_of | — |
已排除计分（无数据或不适用）：MCP 服务器。 其余权重已重新归一化。
关键数据
5,384GitHub 星标
100贡献者
76最近 12 个月提交数
1距最近推送天数
45发布版本数
6巴士系数（bus factor）
399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 ★ / 828 ⇿
0Star
828Fork
44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 1修订 0
每个点涵盖 9 天。
OpenSSF Scorecard 4.3 / 10
4.3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 |
| 0 | CI-Tests | 0 out of 30 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 22 contributing companies or organizations |
| 不适用 | Dangerous-Workflow | no workflows found |
| 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 8 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 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 不适用 | Token-Permissions | No tokens found |
| 0 | Vulnerabilities | 32 existing vulnerabilities detected |
全部依赖 34
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 34 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 | alabaster | 0.7.10 | 间接 |
| PyPI | attrs | — | 间接 |
| PyPI | babel | 2.5.3 | 间接 |
| PyPI | cattrs | — | 间接 |
| PyPI | certifi | 2018.1.18 | 间接 |
| PyPI | chardet | 3.0.4 | 间接 |
| PyPI | docutils | 0.14 | 间接 |
| PyPI | idna | 2.6 | 间接 |
| PyPI | imagesize | 0.7.1 | 间接 |
| PyPI | markupsafe | 1.0 | 间接 |
| PyPI | numpy | — | 间接 |
| PyPI | numpy | 1.14.0 | 间接 |
| PyPI | numpydoc | 0.7.0 | 间接 |
| PyPI | packaging | — | 间接 |
| PyPI | protobuf | — | 间接 |
| PyPI | protobuf | 3.5.1 | 间接 |
| PyPI | pyaml | — | 间接 |
| PyPI | pygments | 2.2.0 | 间接 |
| PyPI | pytz | 2017.3 | 间接 |
| PyPI | six | 1.10.0 | 间接 |
| PyPI | snowballstemmer | 1.2.1 | 间接 |
| PyPI | sphinx | 1.6.6 | 间接 |
| PyPI | sphinx-rtd-theme | 0.2.4 | 间接 |
| PyPI | sphinxcontrib-websupport | 1.0.1 | 间接 |
| PyPI | sphinxtogithub | 1.1.0 | 间接 |
| PyPI | sympy | — | 间接 |
| PyPI | sympy | 1.4 | 间接 |
| PyPI | tqdm | — | 间接 |
| PyPI | typing | 3.6.4 | 间接 |
| PyPI | urllib3 | 1.25.7 | 间接 |
| RubyGems | rake-compiler | — | 间接 |
| RubyGems | rake-compiler-dock | — | 间接 |
| RubyGems | rubygems-tasks | — | 间接 |
| RubyGems | test-unit | — | 间接 |
依赖安全公告 0
安装 pypi:coremltools@9.0 会引入 11 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。
原始 JSON 报告 机器可读
反馈
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。