afoml.tex

\documentclass[12pt,oneside]{book}
\usepackage[%
colorlinks=true,allcolors=link_color,pageanchor=true,%
plainpages=false,pdfpagelabels,bookmarks,bookmarksnumbered,%
]{hyperref}
\usepackage{ysavani}
\definecolor{link_color}{RGB}{0,128,255}
\usepackage{fancyhdr}
\usepackage[Lenny]{fncychap}
\ChTitleVar{\Huge\bfseries}


% Must use to prevent a pandoc bug, where all headers are unconditionally
% inserted with a \hypertarget command See:
% https://github.com/jgm/pandoc/issues/7264
\usepackage{longtable}

\providecommand{\tightlist}{%
  \setlength{\itemsep}{0pt}\setlength{\parskip}{0pt}}

\newenvironment{psuedochapter}[1]
{\cleardoublepage
  \thispagestyle{empty}
  % \vspace*{\stretch{1}}
  \begin{center} \large {\bf #1} \end{center}
  % \addcontentsline{toc}{chapter}{\numberline{}#1} %--not yet mjz
  \begin{quotation}}
  {\end{quotation}
  \vspace*{\stretch{3}}
  \clearpage
}

\title{\bf{Advanced Foundations of Machine Learning}}

\author{
	Yash Savani \\
	Computer Science Department \\
	Carnegie Mellon University \\
	Pittsburgh, PA 15213 \\
	ysavani@cs.cmu.edu
}

\begin{document}
\frontmatter

\pagestyle{fancy}

\maketitle

\begin{psuedochapter}{Acknowledgments}
I want to thank \href{https://github.com/joshcho}{Josh Cho} for giving me advice on this repository.
\end{psuedochapter}

\tableofcontents

\mainmatter

\input{include/01_introduction}

\input{include/02_meta_tools}

\input{include/03_core_math}

\input{include/04_core_cs}

\input{include/05_intermediate_math}

\input{include/06_numerical_methods_and_optimization}

\input{include/07_core_ml}

\input{include/08_seminal_research_in_ml}

\input{include/09_tools}

\input{include/10_additional_topics}

\bibliography{include/references}
\end{document}