机器学习交易策略搭建研究的全套解决方案 / Building Trading Strategies with Machine Learning in Closed-Loop
MuuYesen/trade-learn 的健康指数为 100 分中的 60 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(72/100),最低的是AI Readiness(38/100)。 最近一次更新在 14 天前。 近期的大部分工作由 1 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 57 经校准后在公布的指数量表上为 60(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 |
|---|---|---|---|---|---|
| PyPI | trade-learn | 0.2.5 | 744 | 5 | 14 天前 |
项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?
| 28.8/36 | 推送新近度 — 最近一次推送于 14 天前 |
| 7.6/36 | 提交节奏 — 52 周中有 11 周有提交 |
| 18/18 | 提交量 — 最近一年 701 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 701 |
| human_commit_share | 1 |
| days_since_last_push | 14 |
| active_weeks_last_year | 11 |
| 27/27 | 有发布版本 — 已发布 7 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 14 天前 |
| 12.6/27 | 发布节奏 — 约每 132.2 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 7 |
| latest_release_tag | v0.2.5 |
| releases_from_tags | 否 |
| days_since_latest_release | 14 |
| mean_days_between_releases | 132.2 |
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?
| 31.6/60 | 星标 — 90 个星标 |
| 10.5/25 | 复刻 — 19 个复刻 |
| 0/15 | 关注者 — 1 位关注者 |
| forks | 19 |
| stars | 90 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 16.9/22.5 | 许可证 — 存在许可证文件,但不是可识别的许可证 |
| 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 |
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 5 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | shields.io |
| has_pull_request_template | 否 |
| 38.3/80 | 月度下载量 — pypi 合计每月 744 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
| packages | trade-learn |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 744 |
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?
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 1.4/13.5 | 贡献者广度 — 1 位贡献者 |
| 0/10 | OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
| 42/42 | 议题解决 — 100% 的议题已关闭 |
| 0/30 | PR 接受 — 没有已裁定的拉取请求或无数据 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 0/15 | OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 1 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 0 |
| prs_decided_30d | 0 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
| 10/30 | 所有权背书 — 个人(用户)账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 10.3/25 | 所有者影响力 — MuuYesen 有 26 位关注者 |
| 18.9/25 | 既往记录 — 8 个公开仓库,账户约 9 年 |
| followers | 26 |
| owner_type | User |
| is_verified | — |
| owner_login | MuuYesen |
| public_repos | 8 |
| account_age_days | 3,375 |
| 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 14 天前 |
| 20/20 | 版本历史 — 5 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | trade-learn |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 14 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 3 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 |
| 0/20 | OpenSSF Scorecard:CI-Tests — 无数据 |
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://muuyesen.github.io/trade-learn/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
| topics | — |
| has_wiki | 是 |
| homepage | https://muuyesen.github.io/trade-learn/ |
| 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 |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 |
| 2.2/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 120 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.1 |
| 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 |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 29 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
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) |
| 17.6/40 | 可读的提交历史 — 100 次人类提交中有 33 次说明了意图(结构化标题或解释性正文) |
| has_llms_txt | 否 |
| legible_history_share | 0.33 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 12.6/18 | 一条命令的引导启动 — Cargo.toml, rust/tradelearn-rust/Cargo.toml(工具链约定,无任务运行器) |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 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 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | Cargo.lock, uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | Cargo.toml, rust/tradelearn-rust/Cargo.toml |
| dependency_bot_commit_share | 0 |
| 0/45 | 可类型检查的代码 — Python,未配置类型检查 |
| 54.7/55 | 可控的文件大小 — 采样的 322 个源文件中有 2 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 113,011 |
| source_files_sampled | 322 |
| oversized_source_files | 2 |
| 0/40 | API 模式(OpenAPI/GraphQL/proto) |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。
每个点涵盖 2 天。
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 120 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | numpy | >=1.26 | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | scipy | — | pyproject.toml |
| PyPI | scikit-learn | — | pyproject.toml |
| PyPI | pyarrow | — | pyproject.toml |
| PyPI | pandas-ta-classic | — | pyproject.toml |
| PyPI | xlsxwriter | — | pyproject.toml |
| PyPI | bokeh | — | pyproject.toml |
| PyPI | tqdm | — | pyproject.toml |
| PyPI | typer | — | pyproject.toml |
| PyPI | pyyaml | — | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:19 个直接依赖与 347 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 | bokeh | — | 直接 |
| PyPI | bokeh | 3.9.0 | 直接 |
| PyPI | numpy | 1.26.4 | 直接 |
| PyPI | numpy | 2.2.6 | 直接 |
| PyPI | numpy | 2.4.4 | 直接 |
| PyPI | pandas | 2.2.2 | 直接 |
| PyPI | pandas | 2.3.3 | 直接 |
| PyPI | pandas-ta-classic | 0.4.47 | 直接 |
| PyPI | pyarrow | 23.0.1 | 直接 |
| PyPI | pyyaml | 6.0.3 | 直接 |
| PyPI | scikit-learn | 1.5.2 | 直接 |
| PyPI | scikit-learn | 1.7.2 | 直接 |
| PyPI | scikit-learn | 1.8.0 | 直接 |
| PyPI | scipy | — | 直接 |
| PyPI | scipy | 1.15.3 | 直接 |
| PyPI | scipy | 1.17.1 | 直接 |
| PyPI | tqdm | 4.67.3 | 直接 |
| PyPI | typer | 0.24.2 | 直接 |
| PyPI | xlsxwriter | 3.2.9 | 直接 |
| crates.io | autocfg | 1.5.0 | 间接 |
| crates.io | heck | 0.5.0 | 间接 |
| crates.io | libc | 0.2.186 | 间接 |
| crates.io | matrixmultiply | 0.3.10 | 间接 |
| crates.io | ndarray | 0.16.1 | 间接 |
| crates.io | num-complex | 0.4.6 | 间接 |
| crates.io | num-integer | 0.1.46 | 间接 |
| crates.io | num-traits | 0.2.19 | 间接 |
| crates.io | numpy | — | 间接 |
| crates.io | numpy | 0.28.0 | 间接 |
| crates.io | once_cell | 1.21.4 | 间接 |
| crates.io | portable-atomic | 1.13.1 | 间接 |
| crates.io | portable-atomic-util | 0.2.7 | 间接 |
| crates.io | proc-macro2 | 1.0.106 | 间接 |
| crates.io | pyo3 | — | 间接 |
| crates.io | pyo3 | 0.28.3 | 间接 |
| crates.io | pyo3-build-config | 0.28.3 | 间接 |
| crates.io | pyo3-ffi | 0.28.3 | 间接 |
| crates.io | pyo3-macros | 0.28.3 | 间接 |
| crates.io | pyo3-macros-backend | 0.28.3 | 间接 |
| crates.io | quote | 1.0.45 | 间接 |
| crates.io | rawpointer | 0.2.1 | 间接 |
| crates.io | rustc-hash | 2.1.2 | 间接 |
| crates.io | syn | 2.0.117 | 间接 |
| crates.io | target-lexicon | 0.13.5 | 间接 |
| crates.io | unicode-ident | 1.0.24 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.13.5 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | alembic | 1.18.4 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | anywidget | 0.10.0 | 间接 |
| PyPI | appdirs | 1.4.4 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | arch | 8.0.0 | 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 | astor | 0.8.1 | 间接 |
| PyPI | astropy | 6.1.7 | 间接 |
| PyPI | astropy | 7.2.0 | 间接 |
| PyPI | astropy-iers-data | 0.2026.4.27.1.3.2 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | async-lru | 2.3.0 | 间接 |
| PyPI | async-timeout | 4.0.3 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | backrefs | 6.2 | 间接 |
| PyPI | backtesting | 0.6.5 | 间接 |
| PyPI | backtrader | 1.9.78.123 | 间接 |
| PyPI | bashlex | 0.18 | 间接 |
| PyPI | beautifulsoup4 | 4.14.3 | 间接 |
| PyPI | bleach | 6.3.0 | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | bracex | 2.6 | 间接 |
| PyPI | build | 1.4.4 | 间接 |
| PyPI | cachetools | 7.0.6 | 间接 |
| PyPI | causal-learn | 0.1.4.5 | 间接 |
| PyPI | certifi | 2026.4.22 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | cibuildwheel | 2.23.4 | 间接 |
| PyPI | cibuildwheel | 3.4.1 | 间接 |
| PyPI | clarabel | 0.11.1 | 间接 |
| PyPI | click | 8.3.3 | 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 | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.13.5 | 间接 |
| PyPI | cryptography | 46.0.7 | 间接 |
| PyPI | cvxpy | 1.7.5 | 间接 |
| PyPI | cvxpy | 1.8.2 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dask | 2026.3.0 | 间接 |
| PyPI | databricks-sdk | 0.105.0 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | dateparser | 1.4.0 | 间接 |
| PyPI | dateutils | 0.6.12 | 间接 |
| PyPI | debugpy | 1.8.20 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | deepmerge | 2.0 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | dependency-groups | 1.3.1 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | distributed | 2026.3.0 | 间接 |
| PyPI | docker | 7.1.0 | 间接 |
| PyPI | duckdb | 1.5.2 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | faiss-cpu | 1.13.2 | 间接 |
| PyPI | fastapi | 0.136.1 | 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 | fonttools | 4.62.1 | 间接 |
| PyPI | fqdn | 1.5.1 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.3.0 | 间接 |
| PyPI | ghp-import | 2.1.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.47 | 间接 |
| PyPI | google-auth | 2.49.2 | 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 | graphviz | 0.21 | 间接 |
| PyPI | greenlet | 3.4.0 | 间接 |
| PyPI | griffelib | 2.0.2 | 间接 |
| PyPI | gunicorn | 25.3.0 | 间接 |
| PyPI | gw-dsl-parser | 0.1.49.1 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | highspy | 1.14.0 | 间接 |
| PyPI | htmlmin | — | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | huey | 2.6.0 | 间接 |
| PyPI | humanize | 4.15.0 | 间接 |
| PyPI | idna | 3.13 | 间接 |
| PyPI | imageio | 2.37.3 | 间接 |
| PyPI | importlib-metadata | 8.7.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | interrogate | 1.7.0 | 间接 |
| PyPI | ipykernel | 7.2.0 | 间接 |
| PyPI | ipylab | 1.0.0 | 间接 |
| PyPI | ipython | — | 间接 |
| PyPI | ipython | 8.39.0 | 间接 |
| PyPI | ipython | 9.13.0 | 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 | 0.19.2 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | joblib | 1.5.3 | 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-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-ai | 2.31.7 | 间接 |
| PyPI | jupyter-ai-magics | 2.31.7 | 间接 |
| PyPI | jupyter-client | 8.8.0 | 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 | 2.17.0 | 间接 |
| PyPI | jupyter-server-terminals | 0.5.4 | 间接 |
| PyPI | jupyterlab | 4.5.6 | 间接 |
| PyPI | jupyterlab-git | 0.52.0 | 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 | kanaries-track | 0.0.5 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | langchain | 0.3.28 | 间接 |
| PyPI | langchain-community | 0.3.30 | 间接 |
| PyPI | langchain-core | 0.3.76 | 间接 |
| PyPI | langchain-text-splitters | 0.3.11 | 间接 |
| PyPI | langsmith | 0.7.36 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | llvmlite | 0.47.0 | 间接 |
| PyPI | locket | 1.0.0 | 间接 |
| PyPI | mako | 1.3.11 | 间接 |
| PyPI | markdown | 3.10.2 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | marshmallow | 3.26.2 | 间接 |
| PyPI | matplotlib | 3.10.9 | 间接 |
| PyPI | matplotlib-inline | 0.2.1 | 间接 |
| PyPI | mcp | 1.27.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mergedeep | 1.3.4 | 间接 |
| PyPI | mistune | 3.2.0 | 间接 |
| PyPI | mkdocs | 1.6.1 | 间接 |
| PyPI | mkdocs-autorefs | 1.4.4 | 间接 |
| PyPI | mkdocs-get-deps | 0.2.2 | 间接 |
| PyPI | mkdocs-material | 9.7.6 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocstrings | 1.0.4 | 间接 |
| PyPI | mkdocstrings-python | 2.0.3 | 间接 |
| PyPI | mlflow | 3.11.1 | 间接 |
| PyPI | mlflow-skinny | 3.11.1 | 间接 |
| PyPI | mlflow-tracing | 3.11.1 | 间接 |
| PyPI | momentchi2 | 0.1.8 | 间接 |
| PyPI | monotonic | 1.6 | 间接 |
| PyPI | mootdx | — | 间接 |
| PyPI | msgpack | 1.1.2 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | narwhals | 2.20.0 | 间接 |
| PyPI | nbclient | 0.10.4 | 间接 |
| PyPI | nbconvert | 7.17.1 | 间接 |
| PyPI | nbdime | 4.0.4 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | networkx | — | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | notebook-shim | 0.2.4 | 间接 |
| PyPI | numba | 0.65.1 | 间接 |
| PyPI | opentdx | 0.2.4 | 间接 |
| PyPI | opentelemetry-api | 1.41.1 | 间接 |
| PyPI | opentelemetry-proto | 1.41.1 | 间接 |
| PyPI | opentelemetry-sdk | 1.41.1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.62b1 | 间接 |
| PyPI | optuna | 4.8.0 | 间接 |
| PyPI | orjson | 3.11.8 | 间接 |
| PyPI | osqp | 1.1.1 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | paginate | 0.5.7 | 间接 |
| PyPI | pandas-datareader | — | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parso | 0.8.6 | 间接 |
| PyPI | partd | 1.4.2 | 间接 |
| PyPI | patchelf | 0.17.2.4 | 间接 |
| PyPI | pathspec | 1.1.0 | 间接 |
| PyPI | patsy | 1.0.2 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | platformdirs | 4.9.6 | 间接 |
| PyPI | plotly | 6.7.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | prettytable | 3.17.0 | 间接 |
| PyPI | prometheus-client | 0.25.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | propcache | 0.4.1 | 间接 |
| PyPI | protobuf | 6.33.6 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | psygnal | 0.15.1 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py | 1.11.0 | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pybind11 | 3.0.4 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | 2.13.3 | 间接 |
| PyPI | pydantic-core | 2.46.3 | 间接 |
| PyPI | pydantic-settings | 2.14.0 | 间接 |
| PyPI | pydot | — | 间接 |
| PyPI | pydot | 4.0.1 | 间接 |
| PyPI | pyelftools | 0.32 | 间接 |
| PyPI | pyerfa | 2.0.1.5 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pygwalker | 0.5.0.1 | 间接 |
| PyPI | pyjwt | 2.12.1 | 间接 |
| PyPI | pymdown-extensions | 10.21.2 | 间接 |
| PyPI | pynesys-pynecore | 6.4.2 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pytest | 9.0.3 | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-json-logger | 4.1.0 | 间接 |
| PyPI | python-multipart | 0.0.27 | 间接 |
| PyPI | pytz | 2026.1.post1 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pywinpty | 3.0.3 | 间接 |
| PyPI | pyyaml-env-tag | 1.1 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | quantstats | 0.0.70 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.4.4 | 间接 |
| PyPI | requests | — | 间接 |
| PyPI | requests | 2.33.1 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 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 | 15.0.0 | 间接 |
| PyPI | riskfolio-lib | 7.0.1 | 间接 |
| PyPI | riskfolio-lib | 7.2.1 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | ruff | 0.15.12 | 间接 |
| PyPI | schedule | 1.2.2 | 间接 |
| PyPI | scs | 3.2.11 | 间接 |
| PyPI | seaborn | — | 间接 |
| PyPI | segment-analytics-python | 2.2.3 | 间接 |
| PyPI | send2trash | 2.1.0 | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | setuptools | 82.0.1 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | skops | 0.14.0 | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | soupsieve | 2.8.3 | 间接 |
| PyPI | sqlalchemy | 2.0.49 | 间接 |
| PyPI | sqlglot | 30.6.0 | 间接 |
| PyPI | sqlparse | 0.5.5 | 间接 |
| PyPI | sse-starlette | 3.3.4 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | starlette | 1.0.0 | 间接 |
| PyPI | statsmodels | — | 间接 |
| PyPI | statsmodels | 0.14.6 | 间接 |
| PyPI | ta-lib | 0.6.8 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | tblib | 3.2.2 | 间接 |
| PyPI | tenacity | 8.5.0 | 间接 |
| PyPI | terminado | 0.18.1 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tinycss2 | 1.4.0 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | toolz | 1.1.0 | 间接 |
| PyPI | tornado | 6.5.5 | 间接 |
| PyPI | trade-learn | 0.2.4 | 间接 |
| PyPI | tradingview-datafeed | 2.1.1 | 间接 |
| PyPI | traitlets | 5.14.3 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspect | 0.9.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | tzlocal | 5.3.1 | 间接 |
| PyPI | uri-template | 1.3.0 | 间接 |
| PyPI | urllib3 | 2.6.3 | 间接 |
| PyPI | uuid-utils | 0.14.1 | 间接 |
| PyPI | uvicorn | 0.46.0 | 间接 |
| PyPI | vectorbt | 1.0.0 | 间接 |
| PyPI | waitress | 3.0.2 | 间接 |
| PyPI | wasmtime | 44.0.0 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | wcwidth | 0.6.0 | 间接 |
| PyPI | webcolors | 25.10.0 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | websocket-client | — | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | wheel | 0.47.0 | 间接 |
| PyPI | widgetsnbextension | 4.0.15 | 间接 |
| PyPI | xxhash | 3.6.0 | 间接 |
| PyPI | xyzservices | 2026.3.0 | 间接 |
| PyPI | yarl | 1.23.0 | 间接 |
| PyPI | yfinance | — | 间接 |
| PyPI | zict | 3.0.0 | 间接 |
| PyPI | zipp | 3.23.1 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
安装 pypi:trade-learn@0.2.5 会引入 29 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。