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Python — 3.12+/类型注解/asyncio/FastAPI/SQLAlchemy/pytest/uv 打包
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学术论文全流程 — research → write → review → finalize，含文献综述、论文撰写、审稿回复
算法与数据结构 — 数组/链表/树/图/堆/哈希/DP/排序/BFS-DFS/线段树/复杂度分析
API 设计 — RESTful/GraphQL/gRPC/OpenAPI/向后兼容/版本策略
后端 API — REST/GraphQL 设计, JWT/OAuth 认证, 输入验证/限流/缓存
代码审查 — 正确性/安全/性能/可维护性审查维度, 基于严重级别的反馈流程
数据分析 — pandas/numpy 数据清洗/聚合/可视化, 统计检验/A-B测试/SQL
| name | python |
| description | Python — 3.12+/类型注解/asyncio/FastAPI/SQLAlchemy/pytest/uv 打包 |
现代Python: 3.12+, 类型注解, dataclass/pydantic, asyncio 性能: cProfile, Cython, uvloop, 多进程vs多线程 生态: FastAPI, SQLAlchemy, Celery, pytest 打包: pyproject.toml, uv/poetry, Docker多阶段 最佳实践: PEP8/Ruff, 类型检查(mypy/pyright), 文档字符串
