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CNN Intro presentaiton: Add first draft

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\documentclass{beamer}
\usetheme{metropolis}
\usepackage{hyperref}
\usepackage[utf8]{inputenc} % this is needed for german umlauts
\usepackage[english]{babel} % this is needed for german umlauts
\usepackage[T1]{fontenc} % this is needed for correct output of umlauts in pdf
\usepackage{tikz}
\usetikzlibrary{arrows.meta}
\usetikzlibrary{decorations.pathreplacing}
\usetikzlibrary{positioning}
\usetikzlibrary{decorations.text}
\usetikzlibrary{decorations.pathmorphing}
\usetikzlibrary{shapes.multipart, calc}
\begin{document}
\title{Convolutional Neural Networks (CNNs)}
\subtitle{Theory and Applications}
\author{Martin Thoma}
\date{22. February 2019}
\subject{Machine Learning, AI, Neural Networks, Convolutional Neural Networks}
\frame{\titlepage}
% \section{Neural Network Basics}
% \subsection{}
\begin{frame}{Artificial Neuron (Perceptron)}
$$f: \mathbb{R}^n \rightarrow \mathbb{R}$$
\begin{figure}[ht]
\centering
\includegraphics[width=0.8\paperwidth, height=0.7\paperheight, keepaspectratio]{graphics/artificial-neuron.pdf}
\end{figure}
% $$f(x) = ax^2 + bx + c \text{ with } f(0) = 3, f(1) = 2, f(-1) = 6$$
% \begin{align*}
% \onslide<2->{f(0) &= a \cdot 0^2 + b \cdot 0 + c = 3} &\onslide<3->{\Rightarrow c &= 3\\}
% \onslide<4->{f(1) &= a \cdot 1^2 + b \cdot 1 + 3 = 2} &\onslide<5->{\Rightarrow a &= -1-b\\}
% \onslide<6->{f(-1) &= a \cdot {(-1)}^2 - b + 3 = 6\\}
% \onslide<7->{\Leftrightarrow 3&=a - b\\}
% \onslide<8->{\Leftrightarrow 3&= (-1-b) - b\\}
% \onslide<9->{\Leftrightarrow b&= -2\\}
% \onslide<10>{\Rightarrow \quad f(x) &= x^2 -2 x + 3\\}
% \end{align*}
% \only<1>{$$f: \mathbb{R}^n \rightarrow \mathbb{R}^m$$}
% \only<2>{$$f: \mathbb{R}^2 \rightarrow \mathbb{R}$$
% # 2x - 1
% # (x-1)^2 + 1
% Examples:
% \begin{itemize}
% \item $1 \rightarrow 1$: $f(x) = x$
% \item $2 \rightarrow 3$: $f(x) = $
% % \item $3 \rightarrow 3$
% \end{itemize}
% }
\end{frame}
\begin{frame}{Multi-Layer Perceptron (MLP)}
$$f: \mathbb{R}^n \rightarrow \mathbb{R}^m$$
\begin{figure}[ht]
\centering
\includegraphics[width=0.8\paperwidth, height=0.7\paperheight, keepaspectratio]{graphics/perceptron-notation.pdf}
\end{figure}
\end{frame}
\begin{frame}{}
\begin{itemize}[<+->]
\item Predict housing prices: (bed rooms, size, age) $\rightarrow$ Price
\item Product categorization: (weight, volume, price) $\rightarrow$ \{shoe, handbag, shirt\}
\item Image classification: List of pixel colors $\rightarrow$ \{cat, dog\}
\end{itemize}
\end{frame}
\begin{frame}{}
\begin{center}
\Huge Data
\end{center}
\end{frame}
\begin{frame}{Necessary Data}
\begin{itemize}
\item $f(x) = w_0$
\item $f(x) = w_1 \cdot x + w_0$
\item $f(x) = w_2^2 \cdot x^2 + w_1^2 \cdot x + w_0$
\item sin, cos, tan, \dots
\end{itemize}
\end{frame}
\begin{frame}{Convolution}
\begin{figure}[ht]
\centering
\includegraphics[width=0.8\paperwidth]{graphics/convolution-linear.pdf}
\end{figure}
\end{frame}
\begin{frame}{Convolutional Layer}
\begin{figure}[ht]
\centering
\input{graphics/convolution-layer}
\end{figure}
\end{frame}
\begin{frame}{Max Pooling}
\begin{figure}[ht]
\centering
\includegraphics[width=0.8\paperwidth]{graphics/max-pooling.pdf}
\end{figure}
\end{frame}
\section{Applications}
\begin{frame}{Symbol recognizer}
\begin{center}
\href{http://write-math.com}{write-math.com}
\end{center}
\end{frame}
\begin{frame}{Symbol recognizer}
GANs
\end{frame}
\end{document}

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SOURCE = CNN-Intro
make:
pdflatex $(SOURCE).tex -output-format=pdf
make clean
clean:
rm -rf $(TARGET) *.class *.html *.log *.aux *.out *.glo *.glg *.gls *.ist *.xdy *.1 *.toc *.snm *.nav *.vrb *.fls *.fdb_latexmk *.pyg

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\newcommand{\distance}{6}
\newcommand{\xup}{3.5}
\newcommand{\yup}{6}
\newcommand{\upsizex}{1}
\newcommand{\upsizey}{2}
\newcommand{\upshift}{3/4*\upsizey}
\newcommand{\distancedots}{1}
\begin{tikzpicture}[scale=0.6]
% Print input feature maps
\foreach \i in {0, 0.2, ..., 0.6} {
\draw[fill=white] (0+\i, 0) -- (2+\i, 3) -- (2+\i, 7) -- (\i, 4) -- (\i, 0);
}
% Print filters
\foreach \i in {0, 0.2, ..., 0.6, 1.3} {
\draw[fill=white] (\xup+\i, \yup) -- (\xup+\upsizex+\i, \yup+\upshift) -- (\xup+\upsizex+\i, \yup+\upsizey+\upshift) -- (\xup+\i, \yup+\upsizey) -- (\xup+\i, \yup);
\draw[fill=white] (\xup+\i, \yup) -- (\xup+\i+0.1, \yup) -- (\xup+\i+0.1, \yup+\upsizey) -- (\xup+\i, \yup+\upsizey) -- (\xup+\i, \yup);
\draw[fill=white] (\xup+\i+0.1, \yup) -- (\xup+\upsizex+\i+0.1, \yup+\upshift) -- (\xup+\upsizex+\i+0.1, \yup+\upsizey+\upshift) -- (\xup+\i+0.1, \yup+\upsizey) -- (\xup+\i+0.1, \yup);
\draw[fill=white] (\xup+\i, \yup+\upsizey) -- (\xup+\i+0.1, \yup+\upsizey) -- (\xup+\upsizex+\i+0.1, \yup+\upsizey+\upshift) -- (\xup+\upsizex+\i, \yup+\upsizey+\upshift) -- (\xup+\i, \yup+\upsizey);
}
\foreach \i in {0, 0.2, ..., 0.6, 1.2} {
\draw[fill=white] (\distance+\i, 0) -- (\distance+2+\i, 3) -- (\distance+2+\i, 7) -- (\distance+\i, 4) -- (\distance+\i, 0);
}
\draw [decorate,decoration={brace,amplitude=+4pt,mirror},xshift=0pt,yshift=-2pt]
(-0.1,0) -- (0.7,0) node [black,midway,yshift=-0.6cm, align=center] {\footnotesize$3$ feature maps\\\footnotesize(e.g. RGB)};
\draw [decorate,decoration={brace,amplitude=+4pt,mirror},xshift=0pt,yshift=-2pt]
(\distance-0.1,0) -- (\distance+1.3,0) node [black,midway,yshift=-0.6cm, align=center] {\footnotesize$n$ feature maps};
\draw [decorate,decoration={brace,amplitude=+4pt},xshift=0pt,yshift=+2pt]
(\xup-0.1+\upsizex,\yup+\upsizey+\upshift) -- (\xup+1.5+\upsizex,\yup+\upsizey+\upshift) node [black,midway,yshift=+0.6cm, align=center] {\footnotesize $n$ filters of\\\footnotesize size $k \times k \times 3$};
\draw[very thick, ->,>=latex] (3, 4.5) [out=70, in=110] to (\distance-0.5, 4.5);
\draw [color=white,decorate,decoration={brace,amplitude=+4pt, mirror},xshift=0pt,yshift=+2pt]
(1.1, 0) -- (3.1, 3) node [sloped,black,midway,yshift=+0.6cm, align=center] {width $w$};
\draw [color=white,decorate,decoration={brace,amplitude=+4pt, mirror},xshift=0pt,yshift=+2pt]
(\distance+1.7, 0) -- (\distance+3.7, 3) node [sloped,black,midway,yshift=+0.6cm, align=center] {width $w$};
\draw [decorate,decoration={brace,amplitude=+4pt},xshift=-2pt,yshift=0pt]
(0, 0) -- (0, 4) node [sloped,black,midway,yshift=+0.6cm, align=center] {height $h$};
\draw [decorate,decoration={brace,amplitude=+4pt},xshift=-2pt,yshift=0pt]
(\distance, 0) -- (\distance, 4) node [sloped,black,midway,yshift=+0.6cm, align=center] {height $h$};
\node at (-2.5,7.5) {\Large neural};
\node at (-2.5,7) {\Large network};
\node at (-2.5,2) {\Large data};
\node at (+4.3,5.5) {apply};
\node at (\distance+0.95,3.9) {\dots};
\node at (\distance+0.95,2) {\dots};
\node at (\distance+0.95,0.1) {\dots};
\node at (\xup+1.05,\yup+1.9) {\dots};
\node at (\xup+1.05,\yup+1.0) {\dots};
\node at (\xup+1.05,\yup+0.1) {\dots};
\end{tikzpicture}

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\newcommand{\filtersize}{3}
\newcommand{\filterx}{8}
\newcommand{\filtery}{2.2}
\newcommand{\filteroffset}{1}
\newcommand{\filterxres}{12}
\newcommand{\imagesize}{7}
\newcommand{\imagex}{0}
\newcommand{\imagey}{0}
\newcommand{\imageoffset}{2}
\newcommand{\outx}{16}
\newcommand{\outy}{0}
\newcommand{\outoffset}{2}
\newcommand{\percx}{1}
\newcommand{\percy}{2}
\begin{tikzpicture}[scale=0.6]
\tikzstyle{point}=[draw=none,inner sep=0pt]
% draw perceptive field
\node (p1)[point] at (\imagex+\percx,
\imagey+\percy+\percx*\imageoffset/\imagesize) {};
\node (p2)[point] at (\imagex+\percx+\filtersize,
\imagey+\percy+\percx*\imageoffset/\imagesize+\filtersize*\imageoffset/\imagesize) {};
\node (p3)[point,blue] at (\imagex+\percx+\filtersize,
\imagey+\percy+\filtersize+\percx*\imageoffset/\imagesize+\filtersize*\imageoffset/\imagesize) {};
\node (p4)[point] at (\imagex+\percx,
\imagey+\percy+\filtersize+\percx*\imageoffset/\imagesize) {};
\draw[fill=gray] (p1.center) -- (p2.center) -- (p3.center) -- (p4.center) -- (p1.center);
% draw output point
\node (o1)[point] at (\outx+\percx+1,
\outy+\percy+\percx*\outoffset/\imagesize+1+1*\outoffset/\imagesize) {};
\node (o2)[point] at (\outx+\percx+2,
\outy+\percy+\percx*\outoffset/\imagesize+1*\outoffset/\imagesize+1+1*\outoffset/\imagesize) {};
\node (o3)[point,blue] at (\outx+\percx+2,
\outy+\percy+1+\percx*\outoffset/\imagesize+1*\outoffset/\imagesize+1+1*\outoffset/\imagesize) {};
\node (o4)[point] at (\outx+\percx+1,
\outy+\percy+2+\percx*\outoffset/\imagesize+1*\outoffset/\imagesize) {};
\draw[fill=gray] (o1.center) -- (o2.center) -- (o3.center) -- (o4.center) -- (o1.center);
% draw image
\foreach \x in {0,...,\imagesize}
{
\draw (\imagex+\x, \imagey+\x*\imageoffset/\imagesize) -- (\imagex+\x, \imagey+\imagesize+\x*\imageoffset/\imagesize);
\draw (\imagex, \imagey+\x) -- (\imagex+\imagesize, \imagey+\x+\imageoffset);
}
% draw filter
\foreach \x in {0,...,\filtersize}
{
\draw (\filterx+\x, \filtery+\x*\filteroffset/\filtersize) -- (\filterx+\x, \filtery+\filtersize+\x*\filteroffset/\filtersize);
\draw (\filterx, \filtery+\x) -- (\filterx+\filtersize, \filtery+\x+\filteroffset);
}
% draw filter result
\foreach \x in {0,...,\filtersize}
{
\draw (\filterxres+\x, \filtery+\x*\filteroffset/\filtersize) -- (\filterxres+\x, \filtery+\filtersize+\x*\filteroffset/\filtersize);
\draw (\filterxres, \filtery+\x) -- (\filterxres+\filtersize, \filtery+\x+\filteroffset);
}
% draw out
\foreach \x in {0,...,\imagesize}
{
\draw (\outx+\x, \outy+\x*\outoffset/\imagesize) -- (\outx+\x, \outy+\imagesize+\x*\outoffset/\imagesize);
\draw (\outx, \outy+\x) -- (\outx+\imagesize, \outy+\x+\outoffset);
}
\node at (\imagex + \imagesize/2,\imagey + \imagesize + 2) {\Huge $I \in \mathbb{R}^{\imagesize \times \imagesize}$};
\node[text width=4cm, align=center] at (\filterx + \filtersize/2,\filtery + \filtersize - 4) {\large Filter kernel\\$F \in \mathbb{R}^{\filtersize \times \filtersize}$};
\node[text width=4cm, align=center] at (\filterx + 4 + \filtersize/2,\filtery + \filtersize - 4) {\large Result of point-wise multiplication};
\node at (\outx + \imagesize/2,\outy + \imagesize + 2) {\Huge $I' \in \mathbb{R}^{\imagesize \times \imagesize}$};
% Start image (left to right, top to bottom)
\node[draw=none] at (0.5, 6.6) {\large 104};
\node[draw=none] at (1.5, 6.9) {\large 116};
\node[draw=none] at (2.5, 7.2) {\large 116};
\node[draw=none] at (3.5, 7.5) {\large 112};
\node[draw=none] at (4.5, 7.8) {\large 58};
\node[draw=none] at (5.5, 8.1) {\large 47};
\node[draw=none] at (6.5, 8.4) {\large 47};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at (0.5, 5.6) {\large 109};
\node[draw=none] at (1.5, 5.9) {\large 97};
\node[draw=none] at (2.5, 6.2) {\large 114};
\node[draw=none] at (3.5, 6.5) {\large 116};
\node[draw=none] at (4.5, 6.8) {\large 105};
\node[draw=none] at (5.5, 7.1) {\large 110};
\node[draw=none] at (6.5, 7.4) {\large 45};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at (0.5, 4.6) {\large 116};
\node[draw=none] at (1.5, 4.9) {\large 104};
\node[draw=none] at (2.5, 5.2) {\large 111};
\node[draw=none] at (3.5, 5.5) {\large 109};
\node[draw=none] at (4.5, 5.8) {\large 97};
\node[draw=none] at (5.5, 6.1) {\large 46};
\node[draw=none] at (6.5, 6.4) {\large 100};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at (0.5, 3.6) {\large 101};
\node[draw=none] at (1.5, 3.9) {\large 47};
\node[draw=none] at (2.5, 4.2) {\large 109};
\node[draw=none] at (3.5, 4.5) {\large 97};
\node[draw=none] at (4.5, 4.8) {\large 115};
\node[draw=none] at (5.5, 5.1) {\large 116};
\node[draw=none] at (6.5, 5.4) {\large 101};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at (0.5, 2.6) {\large 114};
\node[draw=none] at (1.5, 2.9) {\large 47};
\node[draw=none] at (2.5, 3.2) {\large 99};
\node[draw=none] at (3.5, 3.5) {\large 97};
\node[draw=none] at (4.5, 3.8) {\large 116};
\node[draw=none] at (5.5, 4.1) {\large 99};
\node[draw=none] at (6.5, 4.4) {\large 97};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at (0.5, 1.6) {\large 116};
\node[draw=none] at (1.5, 1.9) {\large 99};
\node[draw=none] at (2.5, 2.2) {\large 97};
\node[draw=none] at (3.5, 2.5) {\large 116};
\node[draw=none] at (4.5, 2.8) {\large 46};
\node[draw=none] at (5.5, 3.1) {\large 112};
\node[draw=none] at (6.5, 3.4) {\large 104};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at (0.5, 0.6) {\large 112};
\node[draw=none] at (1.5, 0.9) {\large 63};
\node[draw=none] at (2.5, 1.2) {\large 118};
\node[draw=none] at (3.5, 1.5) {\large 61};
\node[draw=none] at (4.5, 1.8) {\large 49};
\node[draw=none] at (5.5, 2.1) {\large 46};
\node[draw=none] at (6.5, 2.4) {\large 48};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Filter
\node[draw=none] at ( 8.5, 4.8) {\large 9};
\node[draw=none] at ( 9.5, 5.1) {\large -3};
\node[draw=none] at (10.5, 5.4) {\large -1};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at ( 8.5, 3.8) {\large -6};
\node[draw=none] at ( 9.5, 4.1) {\large 5};
\node[draw=none] at (10.5, 4.4) {\large 3};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at ( 8.5, 2.8) {\large 2};
\node[draw=none] at ( 9.5, 3.1) {\large -8};
\node[draw=none] at (10.5, 3.4) {\large 0};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Result
\node[draw=none] at (12.5, 4.8) {\large 936};
\node[draw=none] at (13.5, 5.1) {\large -333};
\node[draw=none] at (14.5, 5.4) {\large -109};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at (12.5, 3.8) {\large -282};
\node[draw=none] at (13.5, 4.1) {\large 545};
\node[draw=none] at (14.5, 4.4) {\large 291};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\node[draw=none] at (12.5, 2.8) {\large 94};
\node[draw=none] at (13.5, 3.1) {\large -792};
\node[draw=none] at (14.5, 3.4) {\large 0};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Result image (left to right, top to bottom)
% [[ -4 -254 -498 -662 -849 -642 -187]
\node[draw=none] at (16.5, 6.6) {\large -4};
\node[draw=none] at (17.5, 6.9) {\large -254};
\node[draw=none] at (18.5, 7.2) {\large -498};
\node[draw=none] at (19.5, 7.5) {\large -662};
\node[draw=none] at (20.5, 7.8) {\large -849};
\node[draw=none] at (21.5, 8.1) {\large -642};
\node[draw=none] at (22.5, 8.4) {\large 187};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% [-520 45 240 211 388 215 -861]
\node[draw=none] at (16.5, 5.6) {\large-520};
\node[draw=none] at (17.5, 5.9) {\large 45};
\node[draw=none] at (18.5, 6.2) {\large 240};
\node[draw=none] at (19.5, 6.5) {\large 211};
\node[draw=none] at (20.5, 6.8) {\large 388};
\node[draw=none] at (21.5, 7.1) {\large 215};
\node[draw=none] at (22.5, 7.4) {\large-861};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% [-340 559 -105 185 -138 -180 503]
\node[draw=none] at (16.5, 4.6) {\large -340};
\node[draw=none] at (17.5, 4.9) {\large 559};
\node[draw=none] at (18.5, 5.2) {\large -105};
\node[draw=none] at (19.5, 5.5) {\large 185};
\node[draw=none] at (20.5, 5.8) {\large -138};
\node[draw=none] at (21.5, 6.1) {\large -180};
\node[draw=none] at (22.5, 6.4) {\large 503};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% [-718 429 350 173 251 268 -655]
\node[draw=none] at (16.5, 3.6) {\large -718};
\node[draw=none] at (17.5, 3.9) {\large 429};
\node[draw=none] at (18.5, 4.2) {\large 350};
\node[draw=none] at (19.5, 4.5) {\large 173};
\node[draw=none] at (20.5, 4.8) {\large 251};
\node[draw=none] at (21.5, 5.1) {\large 268};
\node[draw=none] at (22.5, 5.4) {\large -655};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% [-567 -53 -75 80 571 -128 24]
\node[draw=none] at (16.5, 2.6) {\large -567};
\node[draw=none] at (17.5, 2.9) {\large -53};
\node[draw=none] at (18.5, 3.2) {\large -75};
\node[draw=none] at (19.5, 3.5) {\large 80};
\node[draw=none] at (20.5, 3.8) {\large 571};
\node[draw=none] at (21.5, 4.1) {\large -128};
\node[draw=none] at (22.5, 4.4) {\large 24};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% [-408 596 -550 368 26 976 156]
\node[draw=none] at (16.5, 1.6) {\large -408};
\node[draw=none] at (17.5, 1.9) {\large 596};
\node[draw=none] at (18.5, 2.2) {\large -550};
\node[draw=none] at (19.5, 2.5) {\large 368};
\node[draw=none] at (20.5, 2.8) {\large 26};
\node[draw=none] at (21.5, 3.1) {\large 976};
\node[draw=none] at (22.5, 3.4) {\large 156};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% [ 302 647 879 223 811 54 660]]
\node[draw=none] at (16.5, 0.6) {\large 302};
\node[draw=none] at (17.5, 0.9) {\large 647};
\node[draw=none] at (18.5, 1.2) {\large 879};
\node[draw=none] at (19.5, 1.5) {\large 223};
\node[draw=none] at (20.5, 1.8) {\large 811};
\node[draw=none] at (21.5, 2.1) {\large 54};
\node[draw=none] at (22.5, 2.4) {\large 660};%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\end{tikzpicture}

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%%
%% This is file `pgfplotsthemetol.sty',
%% generated with the docstrip utility.
%%
%% The original source files were:
%%
%% pgfplotsthemetol.dtx (with options: `package')
%% ---------------------------------------------------------------------------
%% Copyright 2015 Matthias Vogelgesang and the LaTeX community. A full list of
%% contributors can be found at
%%
%% https://github.com/matze/mtheme/graphs/contributors
%%
%% and the original template was based on the HSRM theme by Benjamin Weiss.
%%
%% This work is licensed under a Creative Commons Attribution-ShareAlike 4.0
%% International License (https://creativecommons.org/licenses/by-sa/4.0/).
%% ---------------------------------------------------------------------------
\NeedsTeXFormat{LaTeX2e}
\ProvidesPackage{pgfplotsthemetol}
[2017/01/23 PGFplots colors based on Paul Tol's SRON technical note]
\definecolor{TolDarkPurple}{HTML}{332288}
\definecolor{TolDarkBlue}{HTML}{6699CC}
\definecolor{TolLightBlue}{HTML}{88CCEE}
\definecolor{TolLightGreen}{HTML}{44AA99}
\definecolor{TolDarkGreen}{HTML}{117733}
\definecolor{TolDarkBrown}{HTML}{999933}
\definecolor{TolLightBrown}{HTML}{DDCC77}
\definecolor{TolDarkRed}{HTML}{661100}
\definecolor{TolLightRed}{HTML}{CC6677}
\definecolor{TolLightPink}{HTML}{AA4466}
\definecolor{TolDarkPink}{HTML}{882255}
\definecolor{TolLightPurple}{HTML}{AA4499}
\pgfplotscreateplotcyclelist{mbarplot cycle}{%
{draw=TolDarkBlue, fill=TolDarkBlue!70},
{draw=TolLightBrown, fill=TolLightBrown!70},
{draw=TolLightGreen, fill=TolLightGreen!70},
{draw=TolDarkPink, fill=TolDarkPink!70},
{draw=TolDarkPurple, fill=TolDarkPurple!70},
{draw=TolDarkRed, fill=TolDarkRed!70},
{draw=TolDarkBrown, fill=TolDarkBrown!70},
{draw=TolLightRed, fill=TolLightRed!70},
{draw=TolLightPink, fill=TolLightPink!70},
{draw=TolLightPurple, fill=TolLightPurple!70},
{draw=TolLightBlue, fill=TolLightBlue!70},
{draw=TolDarkGreen, fill=TolDarkGreen!70},
}
\pgfplotscreateplotcyclelist{mlineplot cycle}{%
{TolDarkBlue, mark=*, mark size=1.5pt},
{TolLightBrown, mark=square*, mark size=1.3pt},
{TolLightGreen, mark=triangle*, mark size=1.5pt},
{TolDarkBrown, mark=diamond*, mark size=1.5pt},
}
\pgfplotsset{
compat=1.9,
mlineplot/.style={
mbaseplot,
xmajorgrids=true,
ymajorgrids=true,
major grid style={dotted},
axis x line=bottom,
axis y line=left,
legend style={
cells={anchor=west},
draw=none
},
cycle list name=mlineplot cycle,
},
mbarplot base/.style={
mbaseplot,
bar width=6pt,
axis y line*=none,
},
mbarplot/.style={
mbarplot base,
ybar,
xmajorgrids=false,
ymajorgrids=true,
area legend,
legend image code/.code={%
\draw[#1] (0cm,-0.1cm) rectangle (0.15cm,0.1cm);
},
cycle list name=mbarplot cycle,
},
horizontal mbarplot/.style={
mbarplot base,
xmajorgrids=true,
ymajorgrids=false,
xbar stacked,
area legend,
legend image code/.code={%
\draw[#1] (0cm,-0.1cm) rectangle (0.15cm,0.1cm);
},
cycle list name=mbarplot cycle,
},
mbaseplot/.style={
legend style={
draw=none,
fill=none,
cells={anchor=west},
},
x tick label style={
font=\footnotesize
},
y tick label style={
font=\footnotesize
},
legend style={
font=\footnotesize
},
major grid style={
dotted,
},
axis x line*=bottom,
},
disable thousands separator/.style={
/pgf/number format/.cd,
1000 sep={}
},
}
\endinput
%%
%% End of file `pgfplotsthemetol.sty'.