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guzhujushi 5319589dfd chore: 初始化 MCM/ICM Toolkit 仓库骨架
审查并精简 ChatGPT 的建库建议后落地的第一版骨架,只定接口不写实现。

- 建议审查:14 个包 → 7 个;约 250 个函数 → 约 40 个;5 个 Result 类 → 1 个
  (docs/01-suggestion-review.md)
- docs/:架构、路线图(含永久不做清单)、环境、Git 工作流、函数卡片模板
- src/mcm_toolkit/:core / data / stats / models / solve / decision / viz
  共 23 个模块,均为签名 + docstring + NotImplementedError
- tests/:9 个文件,其中 test_api_surface.py 已通过(20 passed)
- examples/ problems/ notebooks/ figures/ tables/ 骨架
- pyproject.toml(核心依赖 4 个 + 6 组 extras)、environment.yml
- scripts/:setup-venv.ps1(ASCII + LF)、setup-conda.ps1、doctor.ps1
- 环境:.venv(system-site-packages)与 conda 环境 mcm-toolkit 均已建好,
  数值栈版本与 base 完全对齐(numpy 2.4.6 / scipy 1.18.1 / pandas 3.0.6,MKL 后端)
2026-10-01 17:43:48 +08:00

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