dissertation_work/Dissertation/preamble.tex

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\documentclass[11pt]{report}
\usepackage{setspace}
\doublespacing
\usepackage[toc,page]{appendix}
\usepackage{pdfpages}
\usepackage[]{amsmath}
\usepackage[]{amsthm}
\usepackage{mathtools}
\numberwithin{equation}{section}
\usepackage[]{amssymb}
\usepackage[margin=1in]{geometry}
\usepackage[]{soul}
\usepackage[]{bbm}
\usepackage[]{cancel}
\usepackage[]{xcolor}
\usepackage[]{enumitem}
\usepackage{mathrsfs}
\usepackage{graphicx}
\usepackage{subfigure}
\usepackage{booktabs}
\usepackage{hyperref}
\hypersetup{
pdfauthor={Shakil Rafi},
pdftitle={Dissertation},
pdfkeywords={neural-networks, stochastic-processes},
colorlinks = true,
filecolor = magenta,
urlcolor = cyan
}
\usepackage[capitalise]{cleveref}
\usepackage{natbib}
\usepackage{neuralnetwork}
\usepackage{witharrows}
\usepackage{stmaryrd}
\usepackage{stackengine,amssymb,graphicx}
\usepackage{listings}
\usepackage{xcolor}
\definecolor{codegreen}{rgb}{0,0.6,0}
\definecolor{codegray}{rgb}{0.5,0.5,0.5}
\definecolor{codepurple}{rgb}{0.58,0,0.82}
\definecolor{backcolor}{rgb}{0.95,0.95,0.92}
% Define R language settings
\lstdefinestyle{rstyle}{
language=R,
basicstyle=\ttfamily\footnotesize,
backgroundcolor = \color{backcolor},
commentstyle=\color{codegreen},
keywordstyle=\color{magenta},
numberstyle=\ttfamily\tiny\color{codegray},
numbers=left,
stepnumber=1,
frame=single,
breaklines=true,
numbersep = 5pt,
breakatwhitespace=false,
tabsize=4,
morekeywords={install.packages, library, ggplot, aes, geom_bar}
}
\usepackage{fontspec}
\setmonofont{Fira Code}
\usepackage{graphicx}
\DeclareMathAlphabet{\mymathbb}{U}{BOONDOX-ds}{m}{n}
% \usepackage[]{enumerate}
\setlength\parindent{0pt}
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\newcommand{\bbP}{\mathbb{P}}
\newcommand{\E}{\mathbb{E}}
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\newcommand{\N}{\mathbb{N}}
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\newcommand{\ve}{\varepsilon}
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\newcommand{\ges}{\geqslant}
\newcommand\dplus{\ensurestackMath{%
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\newcommand{\DDiamond}{%
\begin{tikzpicture}[baseline={(0,-0.2ex)}]
\draw[rotate=45] (0,0) rectangle (0.2,0.2);
\draw[rotate=45] (0,0.2) -- (0.2,0);
\end{tikzpicture}%
}
% Input layer neurons number
\newcommand{\inputnum}{3}
% Hidden layer neurons number
\newcommand{\hiddennum}{5}
% Output layer neurons number
\newcommand{\outputnum}{2}
\newtheorem{theorem}{Theorem}[section]
\newtheorem{corollary}{Corollary}[theorem]
\newtheorem{lemma}[theorem]{Lemma}
\newtheorem{definition}[theorem]{Definition}
\newtheorem{remark}[theorem]{Remark}
\newtheorem{claim}[theorem]{Claim}