linearmodels.tex

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% LaTeX Template: Two Column Colour Article
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% Source: http://www.howtotex.com/
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% Date: Feb 2011
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\usepackage{amsmath,amsfonts,amsthm} % Math packages
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\usepackage{amsmath}
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\usepackage{mathtools}
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\usetikzlibrary{decorations.pathreplacing}
\usepackage{svg}
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%%% Headers and footers
\usepackage{fancyhdr} % Needed to define custom headers/footers
\pagestyle{fancy} % Enabling the custom headers/footers
\usepackage{lastpage}	

% Header (empty)
\lhead{}
\chead{}
\rhead{\today}
% Footer (you may change this to your own needs)
\lfoot{\footnotesize \texttt{Math Notes for ML} \textbullet ~ Bhargav}
\cfoot{}
\rfoot{\footnotesize page \thepage\ of \pageref{LastPage}}	% "Page 1 of 2"
\renewcommand{\headrulewidth}{0.0pt}
\renewcommand{\footrulewidth}{0.4pt}
\newcommand{\hformbar}[1]{\vspace{5pt}\hrule\vspace{10pt}} % creates a horizontal bar to separate formulae better; space adaptions can be made centrally here


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%%% Title, author and date metadata
\usepackage{titling} % For custom titles

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	\title{Linear Models - Logistic/Linear Regression, SVM} % Title of your article goes here
	\posttitle{\par\end{flushleft}\vskip 0.5em}

\preauthor{\begin{flushleft}\large \lineskip 0.5em \usefont{OT1}{phv}{b}{sl} \color{DarkRed}}
	\author{Bhargav} % Author name goes here
	\postauthor{\footnotesize \usefont{OT1}{phv}{m}{sl} \color{Black} \hspace{5pt} github.com/brpy/ml-notes \par\end{flushleft}\HorRule}

\date{\today} % No date

%%% wws: create a non-indented formula name
\newcommand{\formdesc}[1]{\noindent\textbf{#1}}

% A 2x2 shape matrix
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% A 2x1 shape matrix
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% A 3x3 shape matrix
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% A 3x1 shape matrix
\newcommand{\thcomat}[3]{\begin{bmatrix}
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%%% Begin document -----------------------------------------------------------------
\begin{document}
	\maketitle
	\thispagestyle{fancy} 	% Enabling the custom headers/footers for the first page 
	% The first character should be within \initial{}
	\section{Linear Models}
	
	\footnotesize{The following notes is primarily made for my revision. I might have skipped some topics that seemed obvious to me. I do not guarantee factual correctness of the notes. If you feel there are any errors, open a GitHub issue/pr. Notes material is collected from various sources. Image credits are given in Tex document and in src.csv}
	
	\hspace{10pt}

\hformbar
\formdesc{Logistic Regression:}

\end{document}