_toc.yml

# Table of contents
# Learn more at https://jupyterbook.org/customize/toc.html

format: jb-book
root: intro

parts:
- caption: Basic Guides
  numbered: true # Number your chapters and sections
  chapters:
  - file: basic/jupyter_book
  - file: basic/notebooks

- caption: 数学基础
  numbered: true # Number your chapters and sections
  chapters:
  - file: 数学基础/矩阵分析intro
    sections:
    - file: 数学基础/矩阵/matrix_analysis.md
  - file: 数学基础/优化intro
    sections:
    - file: "数学基础/凸优化/交替向乘子法(Alternating_Direction_Method_of_Multipliers_ADMM)"
    - file: "数学基础/凸优化/20240326 Krylov Subspace Regularization for Inverse Problems"
  - file: 数学基础/统计intro
    sections:
    - file: "数学基础/统计/20240204_20贝叶斯推断入门.md"
    - file: "数学基础/统计/20240204_贝叶斯推断进阶.md"

- caption: 课程笔记
  numbered: true # Number your chapters and sections
  chapters:
  - file: "课程笔记/2024_生成式AI_李宏毅/intro"
    sections:
    - file: "课程笔记/2024_生成式AI_李宏毅/1_提示工程与AI_agent"
    - file: "课程笔记/2024_生成式AI_李宏毅/2_LLM训练_生成策略_從專才到通才"
    - file: "课程笔记/2024_生成式AI_李宏毅/3_AI_agent"
    - file: "课程笔记/2024_生成式AI_李宏毅/4_LLM的可解释性"

- caption: PRML notes
  numbered: true # Number your chapters and sections
  chapters:
  - file: PRML/intro
    # sections:
  - file: PRML/math_basic
  - file: PRML/Exponential_Family_Distribution
  - file: PRML/2023_11_05_PGM1
  - file: PRML/概率图模型总
  - file: PRML/2023_11_12_Kalman_Filter
  - file: PRML/2023_11_15_Pacticle_Filter

- caption: 学术报告
  numbered: true # Number your chapters and sections
  chapters:
  - file: Report/acad_lunch_zhuang_wang
  - file: Report/report-rec

- caption: research
  numbered: true # Number your chapters and sections
  chapters:
  - file: research/evidential_regression
    sections:
    - file: research/Liver_Translation/paper_notes_1
  - file: research/文献阅读记录intro
    sections:
    - file: research/文献阅读记录/202401_文章阅读
    - file: research/文献阅读记录/202403文章阅读
    - file: research/文献阅读记录/20230614_TV_CS

- caption: MRI notes
  numbered: true # Number your chapters and sections
  chapters: 
  - file:  MRI原理/20231018_MT_CEST_NOE
  - file:  MRI原理/20230709_Parallel_MRI_reconstruction
  - file:  "MRI原理/20230714_Awesome MRI Recon"
  - file:  "MRI原理/20230731_MRI重建文献整理"
  - file:  "MRI原理/20230725_Phase_Unwrapping_and_Background_Removal"

- caption: Pytorch框架
  numbered: true # Number your chapters and sections
  chapters:
  - file: pytorch/模型拓扑结构
    sections:
    - file: pytorch/hook
    - file: pytorch/computation_graph
    - file: pytorch/torch.gather
    - file: pytorch/02_gelu_grad
  - file: pytorch/20240528_pytorch加速训练技巧

- caption: 图像处理基础
  numbered: true # Number your chapters and sections
  chapters:
  - file: 图像(信号)处理基础/20230918_压缩感知

- caption: 深度学习基础
  numbered: true # Number your chapters and sections
  chapters:
  - file: 深度学习基础/DL_intro.md

- caption: 深度学习应用
  numbered: true # Number your chapters and sections
  chapters:
  - file: 深度学习应用/生成式模型intro
    sections:
    - file: 深度学习应用/生成式模型/20240110_扩散模型Score-based model精讲
    - file: 深度学习应用/生成式模型/20240110_扩散模型SDE精讲
    - file: 深度学习应用/生成式模型/20240111_扩散模型应用
  - file: 深度学习应用/逆问题intro
    sections:
    - file: "深度学习应用/逆问题/20230102_Diffusion_model_fo_the_inverse_problem"
    - file: "深度学习应用/逆问题/20230717_ADMM_CSNet_note"
    - file: "深度学习应用/逆问题/20230719_ADMM_CSNet_code"
    - file: "深度学习应用/逆问题/20230708_使用数据驱动模型求解逆问题"
    - file: "深度学习应用/逆问题/20230808_图像逆问题"
  - file: 深度学习应用/可解释intro.md
    sections:
    - file: 深度学习应用/可解释AI/20240112曹原港大-深度学习中的一些现象的解释
    - file: 深度学习应用/可解释AI/20240303_talk_trustworthy_AI


- caption: 工具使用解决方案
  numbered: true # Number your chapters and sections
  chapters:
  - file: tools/latex_symbol
  - file: tools/常用工具
  - file: "tools/20220503typora+upic+阿里云OSS+坚果云+有道云笔记构建专属笔记系统"
  - file: "tools/20240202_XHR_failed"


- caption: 算法面经
  numbered: true # Number your chapters and sections
  chapters:
  - file: 算法面经/算法面经intro
  - file: 算法面经/0_手撕深度学习代码
  - file: 算法面经/1_数组
  - file: 算法面经/2_链表
  - file: 算法面经/3_哈希表


- caption: 个人经验
  numbered: true # Number your chapters and sections
  chapters:
  - file: "个人经验/2021人工智能保研经验（西电智科to复旦类脑）"