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book_ML.tex
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\documentclass[envcountsame,envcountchap, openany, 10pt]{mysvmono2}
\usepackage{blindtext}
\usepackage[paperheight=27.5cm,paperwidth=19.5cm,margin=25mm]{geometry}
\usepackage[ddmmyyyy]{datetime}
\include{packages_book}
% add (.) into section number. E.g: 1.1., 1.2.,
\usepackage{titlesec}
\titlelabel{\thetitle.~}
% continous footnote numbering.
\usepackage{chngcntr}
\counterwithout{footnote}{chapter}
\usepackage{enumitem}
% \usepackage{enumerate}
\def\myenum{label=\alph*)}
\setenumerate[0]{label=\alph*.}
%%%%%% format subsubsection to bold italic
\usepackage{titlesec}
\titleformat*{\subsubsection}{\bfseries\itshape}
\usepackage{natbib}
\setlength{\bibsep}{5.0pt}
\usepackage{makecell}
% \usepackage{pbox}
\begin{document}
\frontmatter%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\mainmatter%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %% cover
\incgraph[documentpaper,
overlay={\node[red] at (page.center) {};}]
[width=\paperwidth]{Chapters/cover/cover.png}
\maketitle
\include{Chapters/copyright}
\clearpage
\thispagestyle{empty}
\include{dedic}
\include{pref}
\addtocontents{toc}{\setcounter{tocdepth}{1}}
\pagenumbering{arabic}
\setcounter{page}{4}
\tableofcontents
\addtocontents{toc}{\setcounter{tocdepth}{1}}
\setcounter{tocdepth}{1}
\include{Chapters/01_Overview/01_introduce2}
\input{Chapters/math2}
\setcounter{chapter}{0}
\include{Chapters/02_LinearAlgebra/linearalgebra2}
\include{Chapters/02_LinearAlgebra/matrixcalc2}
\include{Chapters/02_LinearAlgebra/30_prob2}
\include{Chapters/02_LinearAlgebra/31_mlemap2}
\setcounter{part}{1}
\setcounter{chapter}{4}
\input{Chapters/overview2}
\include{Chapters/01_Overview/02_categories22}
\include{Chapters/01_Overview/11_featureengineering2}
\include{Chapters/03_SimpleML/3_linearregression2}
\include{Chapters/01_Overview/15_overfitting2}
\setcounter{part}{2}
\setcounter{chapter}{8}
\input{Chapters/warmup2}
\include{Chapters/03_SimpleML/6_knn2}
\include{Chapters/03_SimpleML/4_kmeans2}
\include{Chapters/03_SimpleML/32_nbc2}
\setcounter{part}{3}
\setcounter{chapter}{11}
\input{Chapters/neuralnets2}
\include{Chapters/04_GradientDescent/7_gradientdescent2}
\include{Chapters/05_NeuralNetworks/09_perceptron2}
\include{Chapters/05_NeuralNetworks/10_logisticregression2}
\include{Chapters/05_NeuralNetworks/13_softmax2}
\include{Chapters/05_NeuralNetworks/14_mlp2}
\setcounter{part}{4}
\setcounter{chapter}{16}
\input{Chapters/recomsys2}
\input{Chapters/06_RecommendationSystems/23_contentbasedRS2}
\include{Chapters/06_RecommendationSystems/24_neighborhoodRS2}
\include{Chapters/06_RecommendationSystems/25_matrixfactorizationRS2}
\setcounter{part}{5}
\setcounter{chapter}{19}
\input{Chapters/dimred2}
\input{Chapters/07_DimemsionalityReduction/dr_intro2}
\include{Chapters/07_DimemsionalityReduction/26_svd2}
\include{Chapters/07_DimemsionalityReduction/27_pca2}
\include{Chapters/07_DimemsionalityReduction/29_lda2}
\setcounter{part}{6}
\setcounter{chapter}{22}
\input{Chapters/cvxopt2}
\include{Chapters/08_ConvexOptimization/16_convexity2}
\include{Chapters/08_ConvexOptimization/17_convexopt2}
\include{Chapters/08_ConvexOptimization/18_duality2}
\setcounter{part}{7}
\setcounter{chapter}{25}
\input{Chapters/svm2}
\include{Chapters/09_SupportVectorMachines/19_svm2}
\include{Chapters/09_SupportVectorMachines/20_softmaginsvm2}
\include{Chapters/09_SupportVectorMachines/21_kernelsvm2}
\include{Chapters/09_SupportVectorMachines/22_multiclasssvm2}
\appendix
\include{Chapters/lagrange2}
\include{Chapters/color2}
\backmatter%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\bibliographystyle{alpha}
\bibliography{refs}
\printindex
\end{document}