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mml-book-chinese.tex
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mml-book-chinese.tex
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\documentclass[a4paper,12pt]{ctexbook}
\usepackage{amsmath}
\usepackage{amssymb}
\usepackage{caption}
\usepackage[colorlinks=true]{hyperref}
\usepackage{graphicx}
\usepackage{float}
\usepackage{tikz}
\usepackage{subfigure}
\usepackage{pgfplots}
\newtheorem{example}{例}[chapter]
\newtheorem{definition}{定义}[chapter]
\newtheorem{theorem}[definition]{定理}
\newtheorem{remark}{注解}
\newtheorem{proof}{证明}
\newtheorem{algorithm}{算法}
\newtheorem{axiom}{公理}
\newtheorem{property}{性质}
\newtheorem{proposition}{命题}
\newtheorem{lemma}{引理}
\newtheorem{corollary}{推论}
\newtheorem{condition}{条件}
\newtheorem{conclusion}{结论}
\newtheorem{assumption}{假设}
% 常用命令的简写
\newcommand{\mb}[1]{\mathbb{#1}}
\newcommand{\mc}[1]{\mathcal{#1}}
\newcommand{\bs}[1]{\boldsymbol{#1}}
\newcommand{\spn}{\mathrm{span}}
% \newcommand{\spn}[1]{\mathrm{span}\left\lbrack #1 \right\rbrack}
\newcommand{\rk}{\mathrm{rk}}
\newcommand{\id}{\mathrm{id}}
\renewcommand{\Im}{\mathrm{Im}}
\newcommand{\innerproduct}[2]{\left\langle#1,#2\right\rangle}
\newcommand{\norm}[1]{\left\|#1\right\|}
\newcommand{\tr}[1]{\mathrm{tr}\left( #1 \right)}
\newcommand{\rad}{\mathrm{rad}}
% 常用符号的简写
\newcommand{\R}{\mathbb{R}}
\newcommand{\A}{\bs{A}}
\newcommand{\B}{\bs{B}}
\newcommand{\T}{\bs{T}}
\newcommand{\I}{\bs{I}}
\newcommand{\D}{\bs{D}}
\newcommand{\U}{\bs{U}}
\newcommand{\V}{\bs{V}}
\renewcommand{\L}{\bs{L}}
\renewcommand{\S}{\bs{S}}
\renewcommand{\P}{\bs{P}}
\newcommand{\x}{\bs{x}}
\newcommand{\y}{\bs{y}}
\newcommand{\z}{\bs{z}}
\newcommand{\e}{\bs{e}}
\newcommand{\g}{\bs{g}}
\renewcommand{\a}{\bs{a}}
\renewcommand{\b}{\bs{b}}
\renewcommand{\c}{\bs{c}}
\renewcommand{\u}{\bs{u}}
\renewcommand{\v}{\bs{v}}
\newcommand{\p}{\bs{p}}
\newcommand{\w}{\bs{w}}
\newcommand{\0}{\bs{0}}
\begin{document}
\author{翻译 by NothNess , 感谢原书作者}
\title{机器学习中的数学}
\date{从2021年07月18日 -- 今 }
\frontmatter
\maketitle
\tableofcontents
\include{./foreword.tex}
\include{./tableOfSymbols.tex}
\mainmatter
\part{数学基础}
\include{./chapter01/chapter01.tex}
\include{./chapter02/chapter02.tex}
\include{./chapter03/chapter03.tex}
\include{./chapter04/chapter04.tex}
\part{重要的机器学习问题}
\backmatter
\appendix
\listoffigures
\end{document}