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54 Commits

Author SHA1 Message Date
628389a267 added English as secondary language to babel. 2022-02-24 23:12:07 +01:00
89d63ff0df Merge remote-tracking branch 'ML_Summary/master' and added improvements 2022-02-24 23:07:21 +01:00
4fb70405d5 fixed typo in equation. 2022-02-24 15:18:46 +01:00
eeeb3e9c68 Fixed typo SDG -> SGD (glossary reference stays the same) 2022-02-22 11:31:00 +01:00
d378e4291b Alle Optimierungen abgeschlossen. 2022-02-21 15:29:29 +01:00
b156e620d0 verlinkungen zur Vorlesung in Anhang gepackt. 2022-02-21 14:50:48 +01:00
c9f9736173 alle nameref überdacht. 2022-02-21 11:16:06 +01:00
1dbdb7c63c References korrigiert. 2022-02-21 10:45:35 +01:00
26023f3ba7 Letztes Kapitel hinzugefügt. 2022-02-20 21:34:37 +01:00
44c81306a8 Latent Variable Models and Variational Bayes hinzugefügt. 2022-02-20 18:56:15 +01:00
601e20cf68 Expectation Maximization hinzugefügt. 2022-02-19 23:30:11 +01:00
5d0a5075a1 Vorlesung 10 abgeschlossen 2022-02-18 23:52:26 +01:00
8f3bddc574 Clustering hinzugefügt. 2022-02-18 22:28:04 +01:00
efcd027d12 Dimensionality Reduction hinzugefügt. 2022-02-18 21:24:26 +01:00
6bb66b91cd RNNs hinzugefügt. 2022-02-18 16:14:28 +01:00
a2294db559 CNNs hinzugefügt. 2022-02-18 14:32:54 +01:00
7fb1ba0e53 Moved chapters into includes to enable faster compilation via
includeonly.
2022-02-18 11:51:01 +01:00
2e1601c846 gitignore angepasst. 2022-02-17 23:42:10 +01:00
fa7d5d72ac kleine Fehler ausgebessert. Ersten Eintrag im Anhang angelegt. 2022-02-17 23:37:58 +01:00
09830ac8fb Vorlesung 08 Abgeschlossen 2022-02-17 23:07:58 +01:00
c93df266f0 Regularization für Neural Networks hinzugefügt. 2022-02-17 23:03:48 +01:00
b30a277efc Backpropagation nach Gradient Descent verschoben. 2022-02-17 18:58:58 +01:00
0041e5e5de Backpropagation hinzugefügt. 2022-02-16 23:24:54 +01:00
5a2303eb23 Neural Networks Grundlagen hinzugefügt. 2022-02-16 21:48:44 +01:00
1dc2ea3a94 Bayesian Learning abgeschlossen. 2022-02-16 00:57:54 +01:00
4a994c767f Bayesian Linear Regression abgeschlossen 2022-02-15 23:28:14 +01:00
2e793e36af Mathematische Grundlagen für die Bayesian Regression hinzugefügt. 2022-02-15 00:37:41 +01:00
e555dff40b Bayesian Learning (bis Bayesian Regression) hinzugefügt. 2022-02-14 21:22:17 +01:00
5816431351 Fixed warnings related to the use of glossaries in section titles. 2022-02-14 09:49:51 +01:00
824838fc9f Vorlesung 6 abgeschlossen. 2022-02-13 23:57:47 +01:00
23f64e1719 Lagrangian Optimization hinzugefügt. 2022-02-13 23:38:31 +01:00
81998194b8 Einfache SVMs abgeschlossen 2022-02-13 20:35:36 +01:00
92ff396b36 Kernel Regression abgeschlossen 2022-02-13 13:17:16 +01:00
ecf712de93 Kernel Basics hinzugefügt. 2022-02-13 01:38:53 +01:00
5160ac2c81 Struktur an Vorlesung angepasst. 2022-02-12 23:45:20 +01:00
55c1b1e159 Trees and Forests hinzugefügt. Kapitel 1: Supervised Learning
abgeschlossen.
2022-02-12 23:42:39 +01:00
e94e73bed1 k-NN hinzugefügt. 2022-02-12 21:45:56 +01:00
36ea379b0e Vorlesung 3 abgeschlossen 2022-02-12 18:51:04 +01:00
6c0161abd9 Model Evaluation hinzugefügt. 2022-02-12 17:45:06 +01:00
61ea298cd7 Vorlesung 2 abgeschlossen 2022-02-12 12:55:12 +01:00
33ca9c486e Vorlesung 02 bis Folie 166 hinzugefügt 2022-02-12 00:28:24 +01:00
089c79b358 Mathegrundlagen der 2. Vorlesung hinzugefügt. 2022-02-11 00:02:27 +01:00
f679f8b3b6 Mathematische Grundlagen in eigenen Teil ausgelagert und bis Seite 114
zusammengefasst.
2022-02-10 17:44:56 +01:00
b362f6fed5 Lineare Regression beendet. 2022-02-09 23:07:41 +01:00
3025564597 d-dimensionale lineare Regression hinzugefügt. 2022-02-09 00:17:07 +01:00
300b141539 Lineare Algebra hinzugefügt 2022-02-07 22:56:15 +01:00
668b7b4db7 Einleitung hinzugefügt. 2022-02-07 20:09:21 +01:00
be49a06844 Created chapters 2022-02-06 23:55:55 +01:00
28ebbad694 Merge remote-tracking branch 'template/master' 2022-02-05 22:26:17 +01:00
6d139b95da added the funcionality learned in the Bsc thesis 2022-02-05 22:16:51 +01:00
8a620dfd99 Authoren vereinfacht. 2022-02-05 20:21:05 +01:00
49a0e57e94 Refactoring 2022-02-05 10:32:57 +01:00
ML_Maschinelles_Lernen_Grundlagen
7ceb321d1a Initial commit 2022-02-05 10:27:15 +01:00
e5545e6a45 Logos ausgetauscht. 2022-02-05 10:26:04 +01:00
21 changed files with 687 additions and 251 deletions

318
.gitignore vendored
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@ -1,13 +1,305 @@
* # ---> TeX
!*.tex ## Core latex/pdflatex auxiliary files:
!*.bib *.aux
!images *.lof
!images/* *.log
!parts *.lot
!parts/* *.fls
!chapters *.out
!chapters/* *.toc
!appendix *.fmt
!appendix/* *.fot
!.gitignore *.cb
!Readme.md *.cb2
.*.lb
## Intermediate documents:
*.dvi
*.xdv
*-converted-to.*
# these rules might exclude image files for figures etc.
# *.ps
# *.eps
# *.pdf
## Generated if empty string is given at "Please type another file name for output:"
Template_Summary.pdf
## Bibliography auxiliary files (bibtex/biblatex/biber):
*.bbl
*.bcf
*.blg
*-blx.aux
*-blx.bib
*.run.xml
## Build tool auxiliary files:
*.fdb_latexmk
*.synctex
*.synctex(busy)
*.synctex.gz
*.synctex.gz(busy)
*.pdfsync
## Build tool directories for auxiliary files
# latexrun
latex.out/
## Auxiliary and intermediate files from other packages:
# algorithms
*.alg
*.loa
# achemso
acs-*.bib
# amsthm
*.thm
# beamer
*.nav
*.pre
*.snm
*.vrb
# changes
*.soc
# comment
*.cut
# cprotect
*.cpt
# elsarticle (documentclass of Elsevier journals)
*.spl
# endnotes
*.ent
# fixme
*.lox
# feynmf/feynmp
*.mf
*.mp
*.t[1-9]
*.t[1-9][0-9]
*.tfm
#(r)(e)ledmac/(r)(e)ledpar
*.end
*.?end
*.[1-9]
*.[1-9][0-9]
*.[1-9][0-9][0-9]
*.[1-9]R
*.[1-9][0-9]R
*.[1-9][0-9][0-9]R
*.eledsec[1-9]
*.eledsec[1-9]R
*.eledsec[1-9][0-9]
*.eledsec[1-9][0-9]R
*.eledsec[1-9][0-9][0-9]
*.eledsec[1-9][0-9][0-9]R
# glossaries
*.acn
*.acr
*.glg
*.glo
*.gls
*.glsdefs
*.lzo
*.lzs
*.slg
*.slo
*.sls
*.ncl
*.nom
*.ist
# uncomment this for glossaries-extra (will ignore makeindex's style files!)
# *.ist
# gnuplot
*.gnuplot
*.table
# gnuplottex
*-gnuplottex-*
# gregoriotex
*.gaux
*.glog
*.gtex
# htlatex
*.4ct
*.4tc
*.idv
*.lg
*.trc
*.xref
# hyperref
*.brf
# knitr
*-concordance.tex
# TODO Uncomment the next line if you use knitr and want to ignore its generated tikz files
# *.tikz
*-tikzDictionary
# listings
*.lol
# luatexja-ruby
*.ltjruby
# makeidx
*.idx
*.ilg
*.ind
# minitoc
*.maf
*.mlf
*.mlt
*.mtc[0-9]*
*.slf[0-9]*
*.slt[0-9]*
*.stc[0-9]*
# minted
_minted*
*.pyg
# morewrites
*.mw
# newpax
*.newpax
# nomencl
*.nlg
*.nlo
*.nls
# pax
*.pax
# pdfpcnotes
*.pdfpc
# sagetex
*.sagetex.sage
*.sagetex.py
*.sagetex.scmd
# scrwfile
*.wrt
# svg
svg-inkscape/
# sympy
*.sout
*.sympy
sympy-plots-for-*.tex/
# pdfcomment
*.upa
*.upb
# pythontex
*.pytxcode
pythontex-files-*/
# tcolorbox
*.listing
# thmtools
*.loe
# TikZ & PGF
*.dpth
*.md5
*.auxlock
# titletoc
*.ptc
# todonotes
*.tdo
# vhistory
*.hst
*.ver
# easy-todo
*.lod
# xcolor
*.xcp
# xmpincl
*.xmpi
# xindy
*.xdy
# xypic precompiled matrices and outlines
*.xyc
*.xyd
# endfloat
*.ttt
*.fff
# Latexian
TSWLatexianTemp*
## Editors:
# WinEdt
*.bak
*.sav
# Texpad
.texpadtmp
# LyX
*.lyx~
# Kile
*.backup
# gummi
.*.swp
# KBibTeX
*~[0-9]*
# TeXnicCenter
*.tps
# auto folder when using emacs and auctex
./auto/*
*.el
# expex forward references with \gathertags
*-tags.tex
# standalone packages
*.sta
# Makeindex log files
*.lpz
# xwatermark package
*.xwm
# REVTeX puts footnotes in the bibliography by default, unless the nofootinbib
# option is specified. Footnotes are the stored in a file with suffix Notes.bib.
# Uncomment the next line to have this generated file ignored.
#*Notes.bib

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@ -1,6 +1,6 @@
%% \setabbreviationstyle[acronym]{long-short}
% list of acronyms
%% \shorthandon{"}
\begin{acronym} \newacronym{XMPL}{XMPL}{Example Acronym}
\acro{example}[EXMPL]{example of an acronym}
\end{acronym} \shorthandoff{"}

4
Appendix.tex Normal file
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%appendix
\appendix
\chapter{Anhang}
\label{appendix}

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%all the main content goes here
\pagenumbering{arabic}
\input{parts/ExamplePart.tex}

10
Glossary.tex Normal file
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\shorthandon{"}
\newglossaryentry{example}{
name=Example,
description={
Example for a Glossary entry
}
}
\shorthandoff{"}

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Makros.tex Normal file
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%--------------------
% this file contains usefull makros for various functionalities
%--------------------
% {{{ reference makros %
% double reference (name and normal ref)
\newcommand{\dref}[1]{\nameref{#1} (\cref{#1})}
% }}} %
% {{{ math makros%
% }}} %
% {{{ acronym makros %
% texorpdfstring simplification
\newcommand{\glstopfull}[1]{\texorpdfstring{\glsxtrfull{#1}}{\glsfmtfull{#1}}}
\newcommand{\Glstopfull}[1]{\texorpdfstring{\Glsxtrfull{#1}}{\Glsfmtfull{#1}}}
\newcommand{\glstopfullpl}[1]{\texorpdfstring{\glsxtrfullpl{#1}}{\glsfmtfullpl{#1}}}
\newcommand{\Glstopfullpl}[1]{\texorpdfstring{\Glsxtrfullpl{#1}}{\Glsfmtfullpl{#1}}}
\newcommand{\glstopshort}[1]{\texorpdfstring{\glsxtrshort{#1}}{\glsfmtshort{#1}}}
\newcommand{\Glstopshort}[1]{\texorpdfstring{\Glsxtrshort{#1}}{\Glsfmtshort{#1}}}
\newcommand{\glstopshortpl}[1]{\texorpdfstring{\glsxtrshortpl{#1}}{\glsfmtshortpl{#1}}}
\newcommand{\Glstopshortpl}[1]{\texorpdfstring{\Glsxtrshortpl{#1}}{\Glsfmtshortpl{#1}}}
\newcommand{\glstoplong}[1]{\texorpdfstring{\glsxtrlong{#1}}{\glsfmtlong{#1}}}
\newcommand{\Glstoplong}[1]{\texorpdfstring{\Glsxtrlong{#1}}{\Glsfmtlong{#1}}}
\newcommand{\glstoplongpl}[1]{\texorpdfstring{\glsxtrlongpl{#1}}{\glsfmtlongpl{#1}}}
\newcommand{\Glstoplongpl}[1]{\texorpdfstring{\Glsxtrlongpl{#1}}{\Glsfmtlongpl{#1}}}
% }}} %

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Nomenclature.tex Normal file
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% add glossary for nomenclature
\newglossary{nomenclature}{nom}{ncl}{Nomenklatur}
\shorthandon{"}
% {{{ Nomencalture Commands %
% {{{ Nomencalture Commands %
%add new key
%\glsaddstoragekey{unit}{}{\glsentryunit}
\glsnoexpandfields
%\newcommand{\newnom}[5]{
\newcommand{\newnom}[4]{
\newglossaryentry{#1}{
name={#2},
symbol={#3},
description={#4},
%unit={#5},
type=nomenclature,
sort={#1}
}
}
%use nomenclature entry (name + symbol) nomF=>First letter upper case
\newcommand{\nomf}[1]{\glsentryname{#1} \texorpdfstring{\glslink{#1}{\ensuremath{\glsentrysymbol{#1}}}}{}\xspace}
\newcommand{\nomF}[1]{\Glsentryname{#1} \texorpdfstring{\glslink{#1}{\ensuremath{\glsentrysymbol{#1}}}}{}\xspace}
%use nomenclature entry (name) nomS=>First letter upper case
\newcommand{\noms}[1]{\glsentryname{#1}\xspace}
\newcommand{\nomS}[1]{\Glsentryname{#1}\xspace}
%use nomenclature entry (symbol only)
\newcommand{\nomsym}[1]{\texorpdfstring{\glslink{#1}{\ensuremath{\glsentrysymbol{#1}}}}{#1}\xspace}
%use nomenclature entry (use in equation)
\newcommand{\nomeq}[1]{\glslink{#1}{\glsentrysymbol{#1}}}
% }}} Nomencalture Commands %
\newnom{example_nom}{Example Nom}{e^xmpl}{Example Nomenclature Entry}
\shorthandoff{"}
%custom style
\newglossarystyle{customnomenclature}{%
\setglossarystyle{long4col}% base this style on the list style
\renewcommand{\glsgroupskip}{}%avoids grouping the elements by alphabetical order
\renewenvironment{theglossary}{% Change the table type --> 4 columns
\renewcommand*{\arraystretch}{1.5}
%\begin{longtable}{>{\centering}p{.1\textwidth} >{\arraybackslash}p{.225\textwidth} p{.475\textwidth}>{\centering\arraybackslash}p{.1\textwidth}}}%
\begin{longtable}{>{\centering}p{.1\textwidth} >{\arraybackslash}p{.225\textwidth} p{.575\textwidth}}}%
{\end{longtable}}%
%
\renewcommand*{\glossaryheader}{% Change the table header
%\bfseries\large Symbol & \bfseries\large Bezeichnung & \large\bfseries Beschreibung & \large\bfseries Einheit\\
\bfseries\large Symbol & \bfseries\large Bezeichnung & \large\bfseries Beschreibung\\
\hline\endhead}%
\renewcommand*{\glossentry}[2]{% Change the displayed items
%\boldmath\ensuremath{\glossentrysymbol{##1}}
\ensuremath{\glossentrysymbol{##1}}
& \glstarget{##1}{\hspace*{0pt}\glossentryname{##1}} %
& \glossentrydesc{##1}
%& \glsentryunit{##1}
\tabularnewline
}%
}

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@ -1,36 +1,172 @@
%--------------------
%encoding %encoding
%--------------------
\usepackage[utf8]{inputenc} \usepackage[utf8]{inputenc}
\usepackage[T1]{fontenc} \usepackage[T1]{fontenc}
%--------------------
%language %language
\usepackage[ngerman]{babel} %--------------------
\usepackage[main=ngerman,english]{babel}
%--------------------
%images %images
%--------------------
\usepackage{graphicx} \usepackage{graphicx}
\graphicspath{ {./images/} } \graphicspath{ {./images/} }
%figure wrapping
\usepackage{wrapfig} \usepackage{wrapfig}
%precise image placement
\usepackage{float} \usepackage{float}
%svg images %svg images
\usepackage{svg} \usepackage{svg}
%quotation %subfigures
\usepackage{subcaption}
%borders around images
\usepackage[export]{adjustbox}
%align graphics at bottom
\usepackage{graphbox}
%--------------------
%german quotation
%--------------------
\usepackage[% \usepackage[%
left = \glqq,% left = \glqq,%
right = \grqq,% right = \grqq,%
leftsub = \glq,% leftsub = \glq,%
rightsub = \grq% rightsub = \grq%
]{dirtytalk} ]{dirtytalk}
%boxes
\usepackage[framemethod=tikz]{mdframed}
%--------------------
%enumeration %enumeration
%--------------------
\usepackage{enumerate} \usepackage{enumerate}
\usepackage[shortlabels]{enumitem}
%--------------------
%references %references
%--------------------
\usepackage{hyperref} \usepackage{hyperref}
%--------------------
%for code snippets %for code snippets
%--------------------
\usepackage{xcolor} \usepackage{xcolor}
\usepackage{listings} \usepackage{listings}
%acronyms % highlight block in equations
\usepackage[printonlyused]{acronym} \newcommand{\highlight}[2]{%
\colorbox{#1}{$\displaystyle#2$}}
%--------------------
%footnotes
%--------------------
%fix footnotes at the bottom of the page
\usepackage[bottom]{footmisc}
%--------------------
%tables
%--------------------
%enable X columns (columns with automatic width)
\usepackage{tabularx}
\newcolumntype{Y}{>{\centering\arraybackslash}X} %for centered X column
%table longer than one page
\usepackage{longtable}
%colorfull tables
\usepackage{colortbl}
%multirows in tables
\usepackage{multirow}
%enable line break in nomenclature
\usepackage{array}
%footnotes for tables
\usepackage{threeparttable}
%enable rotation of table headers
\newcommand\rothead{\bfseries\rotatebox{90}}
%--------------------
%glossary & acronyms
%--------------------
\usepackage{datatool}
\usepackage[automake,acronym]{glossaries-extra}
%dynamic spaces after a link
\usepackage{xspace}
%--------------------
%header and footer %header and footer
%--------------------
\usepackage{fancyhdr} \usepackage{fancyhdr}
%--------------------
%custom font sizes %custom font sizes
%--------------------
\usepackage{anyfontsize} \usepackage{anyfontsize}
%--------------------
%bibliography %bibliography
\usepackage[square, numbers]{natbib} %--------------------
\usepackage[square, numbers]{natbib}
%--------------------
%conditional formating
%--------------------
\usepackage{ifthen}
%--------------------
%equations
%--------------------
%math symbols and more
\usepackage{amsmath}
%special symbols
\usepackage{fontawesome}
\usepackage{amssymb}
%si units
\usepackage[output-decimal-marker={,}]{siunitx}
%referencing equations
\usepackage[noabbrev, nameinlink]{cleveref}
%decimal comma
\usepackage{icomma}
%bold math
\usepackage{bm}
%--------------------
%drawings & diagrams
%--------------------
\usepackage{tikz,pgfplots}
\DeclareUnicodeCharacter{2212}{}
\usepgfplotslibrary{groupplots,dateplot}
\pgfplotsset{compat=newest}
\usetikzlibrary{calc,3d,shapes.arrows,patterns,shapes.geometric}
\usepackage{pgf-umlsd}
\usepackage{environ}
\makeatletter
\newsavebox{\measure@tikzpicture}
\NewEnviron{scaletikzpicturetowidth}[1]{%
\def\tikz@width{#1}%
\def\tikzscale{1}\begin{lrbox}{\measure@tikzpicture}%
\BODY
\end{lrbox}%
\pgfmathparse{#1/\wd\measure@tikzpicture}%
\edef\tikzscale{\pgfmathresult}%
\BODY
}
\makeatother
%boxes
\usepackage[framemethod=tikz]{mdframed}
\newmdenv[roundcorner=2mm, linecolor=blue, backgroundcolor=blue!5]{mybox}
%--------------------
% landscape
%--------------------
\usepackage{pdflscape}
%--------------------
% algorithms
%--------------------
\usepackage{algorithm}
\usepackage{algpseudocode}
%--------------------
% quick and dirty tabstops
%--------------------
\usepackage{tabto}

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@ -1,11 +0,0 @@
%all content that contains information about the main content (e.g. abbreviations)
\pagenumbering{roman}
%table of contents
\tableofcontents
\clearpage
\chapter*{Abkürzungsverzeichnis}
\input{Acronyms.tex}
%acronyms

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@ -1,7 +1,9 @@
# How to use this template # How to use this template
1. fork 1. fork
1. compile to test
- if necessary run makeglossaries
1. refactor 1. refactor
1. compile 1. compile
## Notice ## Notice
Requires you to enable [--shell escape](https://tex.stackexchange.com/questions/516604/how-to-enable-shell-escape-or-write18-visual-studio-code-latex-workshop) Requires you to enable [--shell escape](https://tex.stackexchange.com/questions/516604/how-to-enable-shell-escape-or-write18-visual-studio-code-latex-workshop)

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@ -2,14 +2,13 @@
\fancypagestyle{plain}{ \fancypagestyle{plain}{
\pagestyle{fancy} \pagestyle{fancy}
\fancyhf{} \fancyhf{}
\chead{\textbf{Zusammenfassung \MODULE}} \chead{\Large\textbf{Zusammenfassung \MODULE}}
\lfoot{\AUTHORCOMPACT~|~\DATE} \lfoot{\AUTHOR~|~\DATE}
\rfoot{\thepage} \rfoot{\thepage}
} }
\pagestyle{fancy} \pagestyle{fancy}
\fancyhf{} \fancyhf{}
\chead{\textbf{Zusammenfassung \MODULE \\\vspace{1mm}}} \chead{\textbf{\Large Zusammenfassung \MODULE}\\\vspace*{2mm}\leftmark}
\lhead{\leftmark} \lfoot{\AUTHOR~|~\DATE}
\lfoot{\AUTHORCOMPACT~|~\DATE} \rfoot{\thepage}
\rfoot{\thepage}

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@ -1,29 +1,83 @@
\documentclass[a4paper,12pt,oneside]{scrbook} \documentclass[ngerman,regno,a4paper,11pt,oneside,hidelinks]{scrbook}
%page format %page format
\usepackage[ \usepackage[
a4paper, a4paper,
top=35mm,right=20mm,bottom=30mm,left=20mm, top=35mm,right=20mm,bottom=30mm,left=20mm,
headheight=25mm headheight=25mm
]{geometry} ]{geometry}
\setcounter{secnumdepth}{3}
\input{Packages.tex} \input{Packages.tex}
\input{Style.tex} \input{Style.tex}
\input{Makros.tex}
\def \AUTHOR{Example Author\\author@example.com} \def \AUTHOR{Example Author}
\def \MODULE{ExampleModule} \def \AUTHOREMAIL{example.author@example.com}
\def \AUTHORSTUDENTID{123456}
\def \MODULE{Example Module}
\def \MODULECOMPACT{EM} \def \MODULECOMPACT{EM}
\def \AUTHORCOMPACT{Example Author} \def \DATE{\today}
\def \DATE{Example Date}
% include glossary entries, acronyms and nomenclature entries
\input{Glossary.tex}
\input{Acronyms.tex}
\input{Nomenclature.tex}
\makeglossaries
\begin{document} \begin{document}
% {{{ Front Matter%
\input{TitlePage.tex} \input{TitlePage.tex}
\clearpage \clearpage
\input{Preface.tex} \pagenumbering{Roman}
%table of contents
\tableofcontents
%abbreviations
\printglossary[type=\acronymtype, title=Abkürzungsverzeichnis, nonumberlist]
\clearpage \clearpage
\input{Content.tex} %nomenclature
\printglossary[type=nomenclature, nonumberlist, style=customnomenclature]
\clearpage \clearpage
% }}} %
\end{document} % {{{ Body%
\pagenumbering{arabic}
\part{Example Part}
\label{part:Example Part}
\include{chapters/Example_Part/Example_Chapter.tex}
% }}} %
% {{{ Back Matter%
\pagenumbering{roman}
\part*{Anhang}
\label{part:Anhang}
%list of figures
\addcontentsline{toc}{chapter}{\listfigurename}
\listoffigures
%list of tables
\addcontentsline{toc}{chapter}{\listtablename}
\listoftables
%glossary
\printglossary[nonumberlist]
\newpage
%bibliography
\phantomsection
\addcontentsline{toc}{chapter}{Literatur}
\bibliographystyle{IEEEtran-de}
\bibliography{Bibliography.bib}
%appendix
\pagenumbering{arabic}
\renewcommand*{\thepage}{A-\arabic{page}}
\include{Appendix.tex}
% }}} %
\end{document}

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\begin{center} \begin{center}
\vspace*{-20mm} \vspace*{-20mm}
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