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notes-watermelon.tex
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% @file: studies-ml.tex
% @author: Jacob Xie
% @date: 2023/03/11 23:43:51 Saturday
% @brief:
\PassOptionsToPackage{quiet}{fontspec}
\PassOptionsToPackage{dvipsnames}{xcolor}
\documentclass[UTF8]{ctexart}
\usepackage[a4paper, total={6in, 8in}]{geometry}
\usepackage{lmodern}
\usepackage[OT1]{fontenc}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsmath}
\usepackage{tikz}
\usetikzlibrary{positioning}
\usepackage{pgfplots}
\pgfplotsset{compat=1.18}
\usepackage{framed}
\colorlet{shadecolor}{cyan!20}
\usepackage{graphicx}
\graphicspath{\subfix{./images/}}
\usepackage{enumerate}
\usepackage{hyperref}
\usepackage{parskip}
\usepackage[most]{tcolorbox}
\usepackage{tabularx}
\usepackage{multirow}
\usepackage{subfiles}
\usepackage{./style}
\input{commands.tex}
\setlength\parindent{0pt}
\let\emptyset\varnothing
\newtcolorbox{aquote}[1][]{%
colback=black!5,
colframe=black!5,
notitle,
sharp corners,
borderline west={2pt}{0pt}{cyan!80!black},
enhanced,
breakable,
}
\DeclareMathOperator*{\argmin}{\arg\min}
\DeclareMathOperator*{\argmax}{\arg\max}
\newenvironment{anote}{\begin{shaded}\textbf{Note}\par}{\end{shaded}}
% ================================================================================================
% Main
% ================================================================================================
\title{Notes Watermelon}
\author{Jacob Xie}
\date{2023-03-11}
\numberwithin{equation}{section}
\begin{document}
\maketitle
\newpage
\refstepcounter{section}
\section{模型评估与选择}
\subfile{notes-watermelon/model_evaluation_and_selection.tex}
\newpage
\section{线性模型}
\subfile{notes-watermelon/linear_model.tex}
\newpage
\section{决策树}
% \subfile{}
\newpage
\section{神经网络}
\subfile{notes-watermelon/neural_networks.tex}
\newpage
\subfile{notes-watermelon/ResNet_and_CNN.tex}
\newpage
\section{支持向量机}
% \subfile{}
\newpage
\section{贝叶斯分类器}
% \subfile{}
\newpage
\section{集成学习}
% \subfile{}
\newpage
\section{聚类}
% \subfile{}
\newpage
\section{降维与度量学习}
% \subfile{}
\newpage
\section{特征选择与稀疏学习}
% \subfile{}
\newpage
\section{计算学习理论}
% \subfile{}
\newpage
\section{半监督学习}
% \subfile{}
\newpage
\section{概率图模型}
% \subfile{}
\newpage
\section{规则学习}
% \subfile{}
\newpage
\section{强化学习}
% \subfile{}
\newpage
\end{document}