[CT4101]: Add Assignment 2 files

2024-10-24 21:00:49 +01:00
parent e89d9a8ad1
commit c34bf20e2b
9 changed files with 646 additions and 0 deletions
--- a/Learning/assignments/assignment2/CT4101
+++ b/Learning/assignments/assignment2/CT4101
--- a/Learning/assignments/assignment2/latex/CT4101_A2_Hayes_Andrew.pdf
+++ b/Learning/assignments/assignment2/latex/CT4101_A2_Hayes_Andrew.pdf
--- a/Learning/assignments/assignment2/latex/CT4101_A2_Hayes_Andrew.tex
+++ b/Learning/assignments/assignment2/latex/CT4101_A2_Hayes_Andrew.tex
@ -0,0 +1,92 @@
 %! TeX program = lualatex
 \documentclass[a4paper, 10pt]{article} 
 \usepackage[a4paper, margin=1.5cm]{geometry}
 % 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, citecolor = black]{hyperref} 
 \newcommand{\secref}[1]{\textbf{§\ref{#1}~\nameref{#1}}}
 \usepackage{changepage}     % adjust margins on the fly
 \usepackage{multicol}
 \usepackage[backend=biber, style=numeric, date=iso, urldate=iso]{biblatex}
 \addbibresource{references.bib}
 \DeclareFieldFormat{urldate}{Accessed on: #1}
 \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{tikz}
 \usetikzlibrary{trees}
 \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} 
    \vfill
    \raggedright
    \footnotesize 
    \begin{tabular}{@{}l l} % Define a two-column table with left alignment
        Name: & Andrew Hayes \\
        Student ID: & 21321503 \\
        Programme: & 4BCT \\
    \end{tabular}
    \vfill
 \end{minipage}
 \begin{minipage}{0.4\textwidth} 
    \centering 
    \Large 
    \vfill
    \textbf{CT4101}
    \vfill
 \end{minipage}
 \begin{minipage}{0.295\textwidth} 
    \raggedleft
    \vfill
    \today
    \vfill
 \end{minipage}
 \smallskip
 \hrule 
 \begin{center}
    \normalsize
    Assignment 2: Regression Using Scikit-Learn
 \end{center}
 \hrule
 \nocite{*}
 \printbibliography
 \end{document}
--- a/Learning/assignments/assignment2/latex/images/randomforestclassifier_defaulthyperparameters_confusionmatrix.png
+++ b/Learning/assignments/assignment2/latex/images/randomforestclassifier_defaulthyperparameters_confusionmatrix.png
--- a/Learning/assignments/assignment2/latex/images/randomforestclassifier_hyperparamtuning.png
+++ b/Learning/assignments/assignment2/latex/images/randomforestclassifier_hyperparamtuning.png
--- a/Learning/assignments/assignment2/latex/images/svc_confusion.png
+++ b/Learning/assignments/assignment2/latex/images/svc_confusion.png
--- a/Learning/assignments/assignment2/latex/images/svc_heatmap.png
+++ b/Learning/assignments/assignment2/latex/images/svc_heatmap.png
--- a/Learning/assignments/assignment2/latex/references.bib
+++ b/Learning/assignments/assignment2/latex/references.bib
--- a/Learning/assignments/assignment2/steel.csv
+++ b/Learning/assignments/assignment2/steel.csv
@ -0,0 +1,554 @@
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