AIFo-cheatsheet/main.tex at main · gianfluetsch/AIFo-cheatsheet · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
\documentclass[a4paper, 6pt, landscape]{scrartcl}
\usepackage[german]{babel}
\usepackage[utf8]{inputenc}
\usepackage{multicol}
\usepackage{geometry}
\usepackage{graphicx}
\usepackage{wrapfig}
\usepackage{enumitem}
\usepackage{fancyhdr}
\usepackage{index}
\usepackage{sectsty}
\usepackage{mwe}
\usepackage{comment}
\usepackage{titlesec}
\usepackage[dvipsnames]{xcolor}
\usepackage{amsmath}
\usepackage{amssymb}
\usepackage{listings}
\usepackage{helvet}
\renewcommand{\familydefault}{\sfdefault}
\usepackage{pgfplots}

%Define Math Commands:
\newcommand*{\field}[1]{\mathbb{#1}}%
\newcommand{\Mod}[1]{\ (\mathrm{mod}\ #1)}

%Image Folder:
\graphicspath{{../img/}}

%format
\geometry{top=0.4cm,left=0.5cm,right=0.5cm,bottom=0.4cm}
\setlist{topsep=0pt, leftmargin=5mm, nolistsep}

% Code Snippets

\definecolor{javared}{rgb}{0.6,0,0} % for strings

\lstset{
language=C,
basicstyle=\fontsize{7}{7} \ttfamily,
keywordstyle=\bfseries\color{RoyalBlue},
stringstyle=\color{javared},
commentstyle=\color{MidnightBlue},
morecomment=[s][\color{MidnightBlue}]{/**}{*/},
tabsize=2,
showspaces=false,
showstringspaces=false,
texcl = true,
rulecolor = \color{black},
breaklines = true,
aboveskip = 0em,
belowskip = 0em
}

\usepackage{minted} % for code blocks

\newcommand{\cpp}[1]{\mintinline{cpp}{#1}}
\newcommand{\python}[1]{\mintinline{python}{#1}}
\newcommand{\sh}[1]{\mintinline{sh}{#1}}
\newcommand{\tex}[1]{\mintinline{tex}{#1}}
\newcommand{\sql}[1]{\mintinline{postgres}{#1}}
\newcommand{\txt}[1]{\mintinline{text}{#1}}

\setminted[cpp]{xleftmargin=15pt,mathescape,linenos,obeytabs,breaklines,tabsize=2,escapeinside=||}
\setminted[python]{xleftmargin=15pt,mathescape,linenos,obeytabs,breaklines,tabsize=2,escapeinside=||}
\setminted[sql]{xleftmargin=15pt,mathescape,linenos,obeytabs,breaklines,tabsize=2,escapeinside=||}
\setminted[sh]{xleftmargin=15pt,mathescape,linenos,obeytabs,breaklines,tabsize=2,escapeinside=||}
\setminted[text]{xleftmargin=15pt,mathescape,linenos,obeytabs,breaklines,tabsize=2,escapeinside=||}
\setminted[tex]{xleftmargin=15pt,mathescape,linenos,obeytabs,breaklines,tabsize=2,escapeinside=||}


\newcommand{\TODO}[1]{\noindent {{\color{red}\fbox{\sffamily \bfseries TODO}} \sffamily #1}}
\newcommand{\FIXME}[1]{\noindent {{\color{green}\fbox{\sffamily \bfseries FIXME}} \sffamily #1}}
\newcommand{\CHECK}[1]{\noindent {{\color{orange}\fbox{\sffamily \bfseries CHECK}} \sffamily #1}}
\newcommand{\CONSIDER}[1]{\noindent {{\color{blue}\fbox{\sffamily \bfseries CONSIDER}} \sffamily #1}}


% Define Section Format
\titleformat{name=\section}[block]
{\sffamily\normalsize}
{}
{0pt}
{\colorsection}
\titlespacing*{\section}{0pt}{0pt}{0pt}

\newcommand{\colorsection}[1]{%
\colorbox{MidnightBlue!40}{\parbox{0.98\linewidth}{\color{black}\thesection\ #1}}}


% Define Subsection Format
\titleformat{name=\subsection}[block]
{\sffamily\small}
{}
{0pt}
{\colorsubsection}
\titlespacing*{\subsection}{0pt}{0pt}{0pt}

\newcommand{\colorsubsection}[1]{%
\colorbox{YellowGreen!50}{\parbox{0.98\linewidth}{\color{black}\thesubsection\ #1}}}

% Define SubSubsection Format
\titleformat{name=\subsubsection}[block]
{\sffamily\small}
{}
{0pt}
{\colorsubsubsection}
\titlespacing*{\subsubsection}{0pt}{0pt}{0pt}

\newcommand{\colorsubsubsection}[1]{%
\colorbox{Goldenrod!50}{\parbox{0.98\linewidth}{\color{black}\thesubsubsection\ #1}}}

% -----------------------------------------------------------------------
\begin{document}
    %	\pagecolor{p}
    %	\color{t}
    \setlength{\columnseprule}{0.4pt}
    %\footnotesize
    \begin{multicols*}{3}
        \tableofcontents
        \input{./content/01_introduction.tex}
        \input{./content/02_nlp.tex}
        \input{./content/03_probability.tex}
        \input{./content/04_data_visualization.tex}
        \input{./content/05_regression.tex}
        \input{./content/06_optimization.tex}
        \input{./content/07_generalization_regularization.tex}
        \input{./content/08_cross_validation.tex}
        \input{./content/09_logistic_regression.tex}
        \input{./content/10_classifier_evaluation.tex}
        \input{./content/11_clustering.tex}
        \input{./content/12_ensemble_methods.tex}

    \end{multicols*}
\end{document}