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main.tex
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\documentclass{book}
\usepackage{tocbibind}
%\usepackage[nottoc,numbib]{tocbibind}
\usepackage[left=2cm, right=2cm, top=2cm, bottom=2cm]{geometry}
\usepackage[utf8]{inputenc}
\usepackage[linktocpage=true]{hyperref}
%\usepackage[hidelinks]{hyperref}
\usepackage{amsmath,amssymb}
\usepackage{pgfplots}
\pgfplotsset{compat=1.9}
% Solves some problems with apalike
\usepackage{bm}
\usepackage[toc,seeautonumberlist,acronym]{glossaries}
\include{latex/macros/mathsPerello}
\include{latex/macros/figurePerello}
\include{latex/macros/notesPerelloNieto}
\include{latex/macros/graphsPerelloNieto}
\include{acronyms}
\usepackage[sectionbib]{natbib}
\usepackage{chapterbib}
%\include{glossary}
%% GLOSSARY
\makeglossaries
\loadglsentries[main]{glossary}
% Adding multiple bibliographies
% See here: https://tex.stackexchange.com/questions/44589/how-to-split-bibliography-for-different-sections
%\usepackage{biblatex}
%\addbibresource{references.bib}
%\printbibliography[title={Rob Fergus}]
\title{Machine Learning Summer School 2018}
\author{Miquel Perello-Nieto}
\date{August 27--September 7, 2018}
\begin{document}
\frontmatter
\maketitle
\tableofcontents
\printglossary[type=\acronymtype] % prints just the list of acronyms
\mainmatter
\include{chapters/chap1}
\include{chapters/chap2}
\include{chapters/chap3}
\include{chapters/chap4}
\include{chapters/chap5}
\include{chapters/chap6}
\include{chapters/chap7}
\include{chapters/chap8}
\include{chapters/chap9}
\include{chapters/chap10}
\include{chapters/chap11}
\include{chapters/chap12}
\include{chapters/chap13}
\include{chapters/chap14}
\include{chapters/chap15}
\include{chapters/chap16}
\printglossary[type=main] % if no option is supplied the default glossary is printed.
\end{document}