_quarto.yml

project:
  type: book
  output-dir: _book

knitr: 
  opts_chunk: 
    collapse: true
    message: false
    warning: false

book:
  title: "R语言实战机器学习"
  author: "阿越就是我"
  date: last-modified
  date-format: iso
  
  page-footer:
    left: |
      R语言实战机器学习 was written by 阿越.
    right: |
      本书由 <a href="https://quarto.org/">Quarto</a> 强力驱动.
  #cover-image: cover.png
  #favicon: cover.png
  site-url: https://ayueme.github.io/R_machine_learning/
  repo-url: https://github.com/ayueme/R_machine_learning
  repo-branch: main
  repo-actions: [edit, issue]
  
  chapters: 
    - index.qmd
    
    - part: "基础知识"
      chapters: 
        - 机器学习简介.qmd
        - 数据预处理.qmd
        - 数据划分.qmd
        - 模型评价.qmd
        - 超参数调优简介.qmd
        - 变量选择.qmd
        
    - part: "代码实战"
      chapters: 
        - 数据准备.qmd
        - 聚类分析.qmd
        - 主成分分析.qmd
        - 主成分分析可视化.qmd
        - 多元线性回归.qmd
        - 逻辑回归.qmd
        - glmnet.qmd
        - KNN.qmd
        - 支持向量机.qmd
        - 支持向量机核函数比较.qmd
        - 决策树.qmd
        - 决策树可视化.qmd
        - 集成算法类型.qmd
        - 随机森林.qmd
        - gbm.qmd
        - xgboost.qmd
        - lightGBM.qmd
        - catboost.qmd

  appendices: 
    - 9999-appendix.qmd

format:
  html:
    theme: cosmo
    code-copy: true
  pdf:
    documentclass: scrbook
    toc: true
    toc-depth: 2
    toc-title: 目录
    number-sections: true
    number-depth: 3
    linkcolor: highlight
    colorlinks: true
    highlight-style: github
    code-block-bg: light
    code-block-border-left: false
    fontsize: 12pt
    mainfont: "SimSun"
    monofont: "Noto Sans SC"
    sansfont: "Noto Sans SC"
    indent: TRUE
    #设置4个边距
    geometry:
      - top=2.5cm
      - bottom=2.5cm
      - left=2.0cm
      - right=2.0cm
      - heightrounded
      - ignorehead
      - ignorefoot
    include-in-header: preamble.tex