%! TeX program = lualatex \documentclass[a4paper]{article} % packages \usepackage{microtype} % Slightly tweak font spacing for aesthetics \usepackage[english]{babel} % Language hyphenation and typographical rules \usepackage[final, colorlinks = true, urlcolor = black, linkcolor = black]{hyperref} \usepackage{changepage} % adjust margins on the fly \usepackage{fontspec} \setmainfont{EB Garamond} \setmonofont[Scale=MatchLowercase]{Deja Vu Sans Mono} \usepackage{minted} \usemintedstyle{algol_nu} \usepackage{xcolor} \usepackage{pgfplots} \pgfplotsset{width=\textwidth,compat=1.9} \usepackage{caption} \newenvironment{code}{\captionsetup{type=listing}}{} \captionsetup[listing]{skip=0pt} \setlength{\abovecaptionskip}{5pt} \setlength{\belowcaptionskip}{5pt} \usepackage[yyyymmdd]{datetime} \renewcommand{\dateseparator}{--} \usepackage{titlesec} % \titleformat{\section}{\LARGE\bfseries}{}{}{}[\titlerule] % \titleformat{\subsection}{\Large\bfseries}{}{0em}{} % \titlespacing{\subsection}{0em}{-0.7em}{0em} % % \titleformat{\subsubsection}{\large\bfseries}{}{0em}{$\bullet$ } % \titlespacing{\subsubsection}{1em}{-0.7em}{0em} % margins \addtolength{\hoffset}{-2.25cm} \addtolength{\textwidth}{4.5cm} \addtolength{\voffset}{-3.25cm} \addtolength{\textheight}{5cm} \setlength{\parskip}{0pt} \setlength{\parindent}{0in} % \setcounter{secnumdepth}{0} \begin{document} \hrule \medskip \begin{minipage}{0.295\textwidth} \raggedright \footnotesize Name: Andrew Hayes \\ % E-mail: \href{mailto://a.hayes18@universityofgalway.ie}{\texttt{a.hayes18@universityofgalway.ie}} \hfill\\ Student ID: 21321503 \hfill \\ Programme: 4BCT \hfill \end{minipage} \begin{minipage}{0.4\textwidth} \centering \vspace{0.4em} \Large \textbf{CT4101} \\ \end{minipage} \begin{minipage}{0.295\textwidth} \raggedleft \today \end{minipage} \medskip\hrule \begin{center} \normalsize Assignment 01: Classification Using Scikit-Learn \end{center} \hrule \section{Algorithm 1: } \subsection{Detailed Description of Algorithm 1} \subsection{Why I Chose this Algorithm} Graphic illustration of how the algorithm works \subsection{Hyperparameter Details for Tuning} \subsection{Model Training \& Evaluation} \subsubsection{Data Preprocessing \& Visualisation} \subsubsection{Training \& Evaluation Details} \subsubsection{Discussion of Results} \section{Algorithm 2: } \subsection{Detailed Description of Algorithm 2} Graphic illustration of how the algorithm works \subsection{Why I Chose this Algorithm} \subsection{Hyperparameter Details for Tuning} \subsection{Model Training \& Evaluation} \subsubsection{Data Preprocessing \& Visualisation} \subsubsection{Training \& Evaluation Details} \subsubsection{Discussion of Results} \section{Conclusions} \subsection{Key Findings} \subsection{Comparative Analysis of Algorithm Performances} \subsection{Recommended Hyperparameter Values Based on Results} \subsection{Concluding Remarks} \bibliographystyle{plain} \bibliography{references} \end{document}