每日数学知识点和代码实现

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README.md

Hacker-Style Math-for-DL/RL Textbook Compiler

🎯 核心使命

将数学公式重写为工程化的 API,帮助克服"符号恐惧症"。

📚 课程体系

Phase 1: 统计学习方法 (Symbol Desensitization)

  • 符号去敏化
  • 凸优化
  • 维度诅咒

Phase 2: 深度学习 (Deep Dive)

  • 计算图
  • 自动微分
  • 张量映射

Phase 3: 强化学习数学基础 (RL Math Foundations)

  • 状态空间
  • 马尔可夫决策过程 (MDP)
  • 动态智能体交互

🗂️ 目录结构

clawd/
├── staging/          # 待发布的草稿
│   ├── course_dayN.html
│   ├── exercises/dayN_task.py
│   └── tests/test_dayN.py
├── courseware/       # 最终课程材料
├── exercises/        # 习题代码
├── tests/            # 测试用例
└── templates/        # 6模块模板

🚀 交付流程

  • 每周六 10:00 AM: 生成7天学习材料
  • 每天 14:00 PM: 部署当天内容到 Gogs

🔧 使用说明

  1. /mnt/ai/textbook 准备源材料
  2. 等待自动编译
  3. 拉取代码,运行测试

Built by your Hacker-Style Math Compiler 🎮