[script] solutions of exercises at end of chapters
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@ -191,3 +191,7 @@ Estimate the statistical significance of a correlation coefficient.
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coefficient computed from the original data.
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coefficient computed from the original data.
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\end{enumerate}
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\end{enumerate}
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\end{exercise}
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\end{exercise}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\printsolutions
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@ -46,7 +46,7 @@ watchchapter :
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cleanchapter : cleanpythonplots cleangnuplots
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cleanchapter : cleanpythonplots cleangnuplots
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rm -f *~
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rm -f *~
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rm -f $(BASENAME).aux $(BASENAME).log
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rm -f $(BASENAME).aux $(BASENAME).log
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rm -f $(BASENAME)-chapter.aux $(BASENAME)-chapter.log $(BASENAME)-chapter.out $(BASENAME)-chapter.idx
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rm -f $(BASENAME)-chapter.aux $(BASENAME)-chapter.log $(BASENAME)-chapter.out $(BASENAME)-chapter.idx $(BASENAME)-chapter-solutions.tex
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cleanallchapter : cleanchapter
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cleanallchapter : cleanchapter
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@ -505,3 +505,6 @@ The debugger offers some more (advanced) features but the
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functionality offered by the basic tools is often enough to debug a
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functionality offered by the basic tools is often enough to debug a
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program.
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program.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%\printsolutions
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@ -168,3 +168,7 @@ x = randi(6, 100, 1); % Some integer-valued data.
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h = h/sum(h); % Normalize to probability.
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h = h/sum(h); % Normalize to probability.
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bar(b, h); % Plot the probabilities.
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bar(b, h); % Plot the probabilities.
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\end{lstlisting}
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\end{lstlisting}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%\printsolutions
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53
header.tex
53
header.tex
@ -285,7 +285,6 @@
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\usepackage{mdframed}
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\usepackage{mdframed}
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\usepackage{xstring}
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\usepackage{xstring}
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\newlistof{exercisef}{loe}{\tr{Exercises}{\"Ubungen}}
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\newlistof{exercisef}{loe}{\tr{Exercises}{\"Ubungen}}
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\newcommand{\codepath}{}
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\DeclareFloatingEnvironment[
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\DeclareFloatingEnvironment[
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fileext=loe,
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fileext=loe,
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name={\tr{Exercise}{\"Ubung}},
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name={\tr{Exercise}{\"Ubung}},
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@ -293,38 +292,44 @@
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chapterlistsgaps=on,
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chapterlistsgaps=on,
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]{exercisef}
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]{exercisef}
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\newboolean{showexercisesolutions}
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\newboolean{showexercisesolutions}
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\setboolean{showexercisesolutions}{false}
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\setboolean{showexercisesolutions}{true}
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\newwrite\solutions % file descriptor for writing solutions
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% we need to know the name of the included file as \currentjobname:
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\usepackage{xpatch}
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\makeatletter
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\def\currentjobname{\jobname}%
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\xpretocmd{\include}{\def\currentjobname{#1}\immediate\openout\solutions=\currentjobname-solutions}{}{}
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\makeatother
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\usepackage{needspace}
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\newenvironment{exercise}[2]%
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\newenvironment{exercise}[2]%
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{ \newcommand{\exercisesource}{#1}%
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{ \setlength{\fboxsep}{2mm}%
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\newcommand{\exercisefile}{\protect\StrSubstitute{#1}{_}{\_}}%
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\newcommand{\exerciseoutput}{#2}%
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\setlength{\fboxsep}{2mm}%
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\newcommand{\saveenumi}{\theenumi}\renewcommand{\labelenumi}{(\alph{enumi})}%
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\newcommand{\saveenumi}{\theenumi}\renewcommand{\labelenumi}{(\alph{enumi})}%
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\captionsetup{singlelinecheck=off,hypcap=false,labelfont={large,sf,it,bf},%
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\captionsetup{singlelinecheck=off,hypcap=false,labelfont={large,sf,it,bf},%
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font={large,sf,it,bf},skip={0.5ex}}%
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font={large,sf,it,bf},skip={0.5ex}}%
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\begin{mdframed}[linewidth=0pt,backgroundcolor=exerciseback]%
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\begin{mdframed}[linewidth=0pt,backgroundcolor=exerciseback]%
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\captionof{exercisef}[\exercisefile]{}%
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\captionof{exercisef}[\protect\StrSubstitute{#1}{_}{\_}]{}%
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\captionsetup{font={normal,sf,it}}%
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\captionsetup{font={normal,sf,it}}%
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\immediate\write\solutions{\unexpanded{%
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\subsection}[Exercise \thechapter.\arabic{exercisef}]%
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{\unexpanded{\needspace{4\baselineskip}}Exercise \thechapter.\arabic{exercisef}}}%
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\immediate\write\solutions{\unexpanded{\label}{solution\arabic{exercisef}}}%
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\immediate\write\solutions{\unexpanded{\lstinputlisting[belowskip=0ex,aboveskip=0ex,%
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nolol=true, title={\textbf{Source code:} \protect\StrSubstitute{#1}{_}{\_}}]}{#1}}%
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\ifthenelse{\equal{#2}{}}{}%
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{\immediate\write\solutions{\unexpanded{\lstinputlisting[language={},%
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nolol=true, title={\textbf{Output:}}, belowskip=0ex, aboveskip=1ex]}{#2}}}%
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\immediate\write\solutions{}%
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}%
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}%
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{ \renewcommand{\theenumi}{\saveenumi}%
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{ \ifthenelse{\boolean{showexercisesolutions}}%
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\ifthenelse{\boolean{showexercisesolutions}}%
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{\hspace*{\fill}\hyperref[solution\arabic{exercisef}]{Solution}}{}%
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{ \hypersetup{hypertexnames=false}%
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\renewcommand{\theenumi}{\saveenumi}%
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\ifthenelse{\equal{\exercisesource}{}}{}%
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{ \addtocounter{lstlisting}{-1}%
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\lstinputlisting[belowskip=0pt,aboveskip=1ex,nolol=true,%
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title={\textbf{\tr{Solution}{L\"osung}:} \exercisefile}]%
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{\codepath\exercisesource}%
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\ifthenelse{\equal{\exerciseoutput}{}}{}%
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{ \addtocounter{lstlisting}{-1}%
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\lstinputlisting[language={},title={\textbf{\tr{Output}{Ausgabe}:}},%
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nolol=true,belowskip=0pt]%
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{\codepath\exerciseoutput}%
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}%
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}%
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\hypersetup{hypertexnames=true}%
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}{}%
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\end{mdframed}%
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\end{mdframed}%
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}
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}
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}
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\newcommand{\printsolutions}{\immediate\closeout\solutions%
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\ifthenelse{\boolean{showexercisesolutions}}{%
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\clearpage\section{Solutions to the exercises}%
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\input{\currentjobname-solutions}}{}}
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\setlength{\cftexercisefindent}{1.2em}
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\setlength{\cftexercisefindent}{1.2em}
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\setlength{\cftexercisefnumwidth}{2.6em}
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\setlength{\cftexercisefnumwidth}{2.6em}
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@ -362,3 +362,7 @@ activity pattern in the population $r_1$, $r_2$, ... $r_n$ is thus
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\[ {\cal L}(\phi|r_1, r_2, \ldots r_n) = \sum_{i=1}^n \log p_i(r_i|\phi) \]
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\[ {\cal L}(\phi|r_1, r_2, \ldots r_n) = \sum_{i=1}^n \log p_i(r_i|\phi) \]
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The angle $\phi$ that maximizes this likelihood is then an estimate of
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The angle $\phi$ that maximizes this likelihood is then an estimate of
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the orientation of the edge.
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the orientation of the edge.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\printsolutions
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@ -778,3 +778,7 @@ Key ingredients for a good data plot:
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thicker lines help.
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thicker lines help.
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\item Error bars wherever they are appropriate.
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\item Error bars wherever they are appropriate.
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\end{itemize}
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\end{itemize}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%\printsolutions
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@ -551,3 +551,7 @@ kernel.
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the same size as the original stimulus contained in file
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the same size as the original stimulus contained in file
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\file{sta\_data.mat}.
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\file{sta\_data.mat}.
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\end{exercise}
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\end{exercise}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\printsolutions
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@ -1,7 +1,7 @@
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%!PS-Adobe-2.0 EPSF-2.0
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%!PS-Adobe-2.0 EPSF-2.0
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%%Title: pointprocessscetchA.tex
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%%Title: pointprocessscetchA.tex
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%%Creator: gnuplot 5.0 patchlevel 6
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%%Creator: gnuplot 4.6 patchlevel 4
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%%CreationDate: Thu Oct 17 14:13:46 2019
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%%CreationDate: Sat Nov 30 23:19:23 2019
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%%DocumentFonts:
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%%DocumentFonts:
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%%BoundingBox: 50 50 373 135
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%%BoundingBox: 50 50 373 135
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%%EndComments
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%%EndComments
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@ -18,7 +18,6 @@ gnudict begin
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/Dashlength 1 def
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/Landscape false def
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/Rounded true def
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/ClipToBoundingBox false def
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/ClipToBoundingBox false def
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/SuppressPDFMark false def
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@ -30,11 +29,11 @@ gnudict begin
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%
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%
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/vshift -73 def
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/vshift -73 def
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/dl1 {
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10.0 Dashlength userlinewidth gnulinewidth div mul mul mul
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Rounded { currentlinewidth 0.75 mul sub dup 0 le { pop 0.01 } if } if
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Rounded { currentlinewidth 0.75 mul sub dup 0 le { pop 0.01 } if } if
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} def
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/dl2 {
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10.0 Dashlength userlinewidth gnulinewidth div mul mul mul
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10.0 Dashlength mul mul
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Rounded { currentlinewidth 0.75 mul add } if
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} def
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} def
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/hpt_ 31.5 def
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/hpt_ 31.5 def
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@ -48,7 +47,7 @@ gnudict begin
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} if
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} if
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} def
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} def
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%
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%
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% Gnuplot Prolog Version 5.1 (Oct 2015)
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% Gnuplot Prolog Version 4.6 (September 2012)
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%
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%
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%/SuppressPDFMark true def
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%/SuppressPDFMark true def
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%
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%
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@ -65,11 +64,11 @@ gnudict begin
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/vpt2 vpt 2 mul def
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/vpt2 vpt 2 mul def
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/hpt2 hpt 2 mul def
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/hpt2 hpt 2 mul def
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/Lshow {currentpoint stroke M 0 vshift R
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/Lshow {currentpoint stroke M 0 vshift R
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Blacktext {gsave 0 setgray textshow grestore} {textshow} ifelse} def
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Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
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/Rshow {currentpoint stroke M dup stringwidth pop neg vshift R
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/Rshow {currentpoint stroke M dup stringwidth pop neg vshift R
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Blacktext {gsave 0 setgray textshow grestore} {textshow} ifelse} def
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Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
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/Cshow {currentpoint stroke M dup stringwidth pop -2 div vshift R
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/Cshow {currentpoint stroke M dup stringwidth pop -2 div vshift R
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Blacktext {gsave 0 setgray textshow grestore} {textshow} ifelse} def
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Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
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/UP {dup vpt_ mul /vpt exch def hpt_ mul /hpt exch def
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/UP {dup vpt_ mul /vpt exch def hpt_ mul /hpt exch def
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/hpt2 hpt 2 mul def /vpt2 vpt 2 mul def} def
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/DL {Color {setrgbcolor Solid {pop []} if 0 setdash}
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/DL {Color {setrgbcolor Solid {pop []} if 0 setdash}
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@ -83,7 +82,7 @@ gnudict begin
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/PL {stroke userlinewidth setlinewidth
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/PL {stroke userlinewidth setlinewidth
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Rounded {1 setlinejoin 1 setlinecap} if} def
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Rounded {1 setlinejoin 1 setlinecap} if} def
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3.8 setmiterlimit
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3.8 setmiterlimit
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% Classic Line colors (version 5.0)
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% Default Line colors
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/LCw {1 1 1} def
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/LCw {1 1 1} def
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/LCb {0 0 0} def
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@ -96,21 +95,19 @@ gnudict begin
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/LC6 {0 0 0} def
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/LC8 {0.5 0.5 0.5} def
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% Default dash patterns (version 5.0)
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% Default Line Types
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/LTB {BL [] LCb DL} def
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/LTw {PL [] 1 setgray} def
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/LTb {PL [] LCb DL} def
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/LTb {BL [] LCb DL} def
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/LTa {AL [1 udl mul 2 udl mul] 0 setdash LCa setrgbcolor} def
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/LT0 {PL [] LC0 DL} def
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/LT1 {PL [2 dl1 3 dl2] LC1 DL} def
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/LT2 {PL [1 dl1 1.5 dl2] LC2 DL} def
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/LT2 {PL [2 dl1 3 dl2] LC2 DL} def
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/LT3 {PL [6 dl1 2 dl2 1 dl1 2 dl2] LC3 DL} def
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/LT4 {PL [1 dl1 2 dl2 6 dl1 2 dl2 1 dl1 2 dl2] LC4 DL} def
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/LT5 {PL [4 dl1 2 dl2] LC5 DL} def
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/Pnt {stroke [] 0 setdash gsave 1 setlinecap M 0 0 V stroke grestore} def
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/Dia {stroke [] 0 setdash 2 copy vpt add M
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hpt neg vpt neg V hpt vpt neg V
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%
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%
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/languagelevel where
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/languagelevel where
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{pop languagelevel} {1} ifelse
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{pop languagelevel} {1} ifelse
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dup 2 lt
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2 lt
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{/InterpretLevel1 true def
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{/InterpretLevel1 true def}
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/InterpretLevel3 false def}
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{/InterpretLevel1 Level1 def}
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{/InterpretLevel1 Level1 def
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2 gt
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{/InterpretLevel3 Level3 def}
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ifelse }
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ifelse
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ifelse
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%
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%
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% PostScript level 2 pattern fill definitions
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% PostScript level 2 pattern fill definitions
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/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
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dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
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%
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Level1 SuppressPDFMark or
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{} {
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{} {
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/SDict 10 dict def
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SDict begin [
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SDict begin [
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/Title (pointprocessscetchA.tex)
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/Title (pointprocessscetchA.tex)
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/Subject (gnuplot plot)
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/Subject (gnuplot plot)
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/Creator (gnuplot 5.0 patchlevel 6)
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/Creator (gnuplot 4.6 patchlevel 4)
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/Author (grewe)
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/Author (jan)
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% /Producer (gnuplot)
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% /Producer (gnuplot)
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% /Keywords ()
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% /Keywords ()
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/CreationDate (Thu Oct 17 14:13:46 2019)
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/CreationDate (Sat Nov 30 23:19:23 2019)
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/DOCINFO pdfmark
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/DOCINFO pdfmark
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end
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end
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} ifelse
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} ifelse
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%
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% Support for boxed text - Ethan A Merritt May 2005
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%
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/InitTextBox { userdict /TBy2 3 -1 roll put userdict /TBx2 3 -1 roll put
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/ExtendTextBox { Boxing
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{ gsave dup false charpath pathbbox
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dup TBx2 gt {userdict /TBx2 3 -1 roll put} {pop} ifelse
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dup TBy1 lt {userdict /TBy1 3 -1 roll put} {pop} ifelse
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/PopTextBox { newpath TBx1 TBxmargin sub TBy1 TBymargin sub M
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/DrawTextBox { PopTextBox stroke /Boxing false def} def
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/FillTextBox { gsave PopTextBox 1 1 1 setrgbcolor fill grestore /Boxing false def} def
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/TBxmargin 20 def
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|
||||||
121 32 V
|
121 32 V
|
||||||
-121 32 V
|
-121 32 V
|
||||||
-624 0 R
|
-624 -64 R
|
||||||
-121 -32 V
|
-121 32 V
|
||||||
121 -32 V
|
121 32 V
|
||||||
-121 32 R
|
-121 -32 R
|
||||||
866 0 V
|
866 0 V
|
||||||
stroke
|
496 -32 R
|
||||||
4529 1929 M
|
|
||||||
121 32 V
|
121 32 V
|
||||||
-121 32 V
|
-121 32 V
|
||||||
-375 0 R
|
-375 -64 R
|
||||||
-121 -32 V
|
-121 32 V
|
||||||
121 -32 V
|
121 32 V
|
||||||
-121 32 R
|
-121 -32 R
|
||||||
617 0 V
|
617 0 V
|
||||||
stroke
|
914 -32 R
|
||||||
5564 1929 M
|
|
||||||
121 32 V
|
121 32 V
|
||||||
-121 32 V
|
-121 32 V
|
||||||
-793 0 R
|
-793 -64 R
|
||||||
-121 -32 V
|
-121 32 V
|
||||||
121 -32 V
|
121 32 V
|
||||||
-121 32 R
|
-121 -32 R
|
||||||
1035 0 V
|
1035 0 V
|
||||||
stroke
|
stroke
|
||||||
2.000 UL
|
2.000 UL
|
||||||
LTb
|
LTb
|
||||||
0.00 0.00 0.00 C % Begin plot #1
|
0.00 0.00 0.00 C 10.000 UL
|
||||||
10.000 UL
|
LT0
|
||||||
LTb
|
LC0 setrgbcolor
|
||||||
LCb setrgbcolor
|
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 910 1907 M
|
0.00 0.00 0.00 C 910 1907 M
|
||||||
0 272 V
|
0 272 V
|
||||||
502 -272 R
|
502 -272 R
|
||||||
@ -650,60 +598,47 @@ LCb setrgbcolor
|
|||||||
0 272 V
|
0 272 V
|
||||||
5685 1907 M
|
5685 1907 M
|
||||||
0 272 V
|
0 272 V
|
||||||
|
1.000 UP
|
||||||
stroke
|
stroke
|
||||||
LTw
|
|
||||||
% End plot #1
|
|
||||||
2.000 UL
|
2.000 UL
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
1.000 UP
|
|
||||||
2.000 UL
|
|
||||||
LTb
|
|
||||||
0.00 0.00 0.00 C 2.000 UL
|
0.00 0.00 0.00 C 2.000 UL
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 528 268 M
|
0.00 0.00 0.00 C 528 268 M
|
||||||
-63 0 V
|
-63 0 V
|
||||||
stroke
|
stroke
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 528 460 M
|
0.00 0.00 0.00 C 528 460 M
|
||||||
-63 0 V
|
-63 0 V
|
||||||
stroke
|
stroke
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 528 652 M
|
0.00 0.00 0.00 C 528 652 M
|
||||||
-63 0 V
|
-63 0 V
|
||||||
stroke
|
stroke
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 528 844 M
|
0.00 0.00 0.00 C 528 844 M
|
||||||
-63 0 V
|
-63 0 V
|
||||||
stroke
|
stroke
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 528 1036 M
|
0.00 0.00 0.00 C 528 1036 M
|
||||||
-63 0 V
|
-63 0 V
|
||||||
stroke
|
stroke
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 528 1228 M
|
0.00 0.00 0.00 C 528 1228 M
|
||||||
-63 0 V
|
-63 0 V
|
||||||
stroke
|
stroke
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 2.000 UL
|
0.00 0.00 0.00 C 2.000 UL
|
||||||
LTb
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 528 1276 M
|
0.00 0.00 0.00 C 528 1276 M
|
||||||
528 220 L
|
528 220 L
|
||||||
5801 0 R
|
5801 0 R
|
||||||
@ -711,7 +646,9 @@ LCb setrgbcolor
|
|||||||
-5801 0 R
|
-5801 0 R
|
||||||
1.000 UP
|
1.000 UP
|
||||||
stroke
|
stroke
|
||||||
|
LTb
|
||||||
LCb setrgbcolor
|
LCb setrgbcolor
|
||||||
|
LTb
|
||||||
1.000 UL
|
1.000 UL
|
||||||
LTb
|
LTb
|
||||||
gsave 6208 268 N 0 -32 V 121 32 V -121 32 V 0 -32 V 1 PolyFill
|
gsave 6208 268 N 0 -32 V 121 32 V -121 32 V 0 -32 V 1 PolyFill
|
||||||
@ -725,11 +662,9 @@ gsave 6208 268 N 0 -32 V 121 32 V -121 32 V 0 -32 V 1 PolyFill
|
|||||||
stroke
|
stroke
|
||||||
2.000 UL
|
2.000 UL
|
||||||
LTb
|
LTb
|
||||||
0.00 0.00 0.00 C % Begin plot #1
|
0.00 0.00 0.00 C 3.000 UL
|
||||||
3.000 UL
|
LT0
|
||||||
LTb
|
LC0 setrgbcolor
|
||||||
LCb setrgbcolor
|
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 528 268 M
|
0.00 0.00 0.00 C 528 268 M
|
||||||
382 0 V
|
382 0 V
|
||||||
0 96 R
|
0 96 R
|
||||||
@ -750,15 +685,11 @@ LCb setrgbcolor
|
|||||||
1035 0 V
|
1035 0 V
|
||||||
0 96 R
|
0 96 R
|
||||||
533 0 V
|
533 0 V
|
||||||
stroke
|
|
||||||
LTw
|
|
||||||
% End plot #1
|
|
||||||
% Begin plot #2
|
|
||||||
1.500 UP
|
1.500 UP
|
||||||
|
stroke
|
||||||
2.000 UL
|
2.000 UL
|
||||||
LTb
|
LT0
|
||||||
LCb setrgbcolor
|
LC0 setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 910 268 CircleF
|
0.00 0.00 0.00 C 910 268 CircleF
|
||||||
1412 364 CircleF
|
1412 364 CircleF
|
||||||
2123 460 CircleF
|
2123 460 CircleF
|
||||||
@ -768,14 +699,10 @@ LCb setrgbcolor
|
|||||||
4033 844 CircleF
|
4033 844 CircleF
|
||||||
4650 940 CircleF
|
4650 940 CircleF
|
||||||
5685 1036 CircleF
|
5685 1036 CircleF
|
||||||
LTw
|
|
||||||
% End plot #2
|
|
||||||
% Begin plot #3
|
|
||||||
1.000 UP
|
1.000 UP
|
||||||
2.000 UL
|
2.000 UL
|
||||||
LTb
|
LT0
|
||||||
LCb setrgbcolor
|
LC0 setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
1.00 1.00 1.00 C 910 268 CircleF
|
1.00 1.00 1.00 C 910 268 CircleF
|
||||||
1412 364 CircleF
|
1412 364 CircleF
|
||||||
2123 460 CircleF
|
2123 460 CircleF
|
||||||
@ -785,14 +712,10 @@ LCb setrgbcolor
|
|||||||
4033 844 CircleF
|
4033 844 CircleF
|
||||||
4650 940 CircleF
|
4650 940 CircleF
|
||||||
5685 1036 CircleF
|
5685 1036 CircleF
|
||||||
LTw
|
|
||||||
% End plot #3
|
|
||||||
% Begin plot #4
|
|
||||||
1.500 UP
|
1.500 UP
|
||||||
2.000 UL
|
2.000 UL
|
||||||
LTb
|
LT0
|
||||||
LCb setrgbcolor
|
LC0 setrgbcolor
|
||||||
[] 0 setdash
|
|
||||||
0.00 0.00 0.00 C 910 364 CircleF
|
0.00 0.00 0.00 C 910 364 CircleF
|
||||||
1412 460 CircleF
|
1412 460 CircleF
|
||||||
2123 556 CircleF
|
2123 556 CircleF
|
||||||
@ -802,15 +725,10 @@ LCb setrgbcolor
|
|||||||
4033 940 CircleF
|
4033 940 CircleF
|
||||||
4650 1036 CircleF
|
4650 1036 CircleF
|
||||||
5685 1132 CircleF
|
5685 1132 CircleF
|
||||||
LTw
|
|
||||||
% End plot #4
|
|
||||||
2.000 UL
|
|
||||||
LTb
|
|
||||||
LCb setrgbcolor
|
|
||||||
[] 0 setdash
|
|
||||||
1.000 UP
|
1.000 UP
|
||||||
2.000 UL
|
2.000 UL
|
||||||
LTb
|
LTb
|
||||||
|
LCb setrgbcolor
|
||||||
0.00 0.00 0.00 C stroke
|
0.00 0.00 0.00 C stroke
|
||||||
grestore
|
grestore
|
||||||
end
|
end
|
||||||
|
Binary file not shown.
@ -1,5 +1,6 @@
|
|||||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||||
\chapter{Programming in \matlab}\label{programming}
|
\chapter{Programming in \matlab}
|
||||||
|
\label{programming}
|
||||||
|
|
||||||
In this chapter we will cover the basics of programming in
|
In this chapter we will cover the basics of programming in
|
||||||
\matlab{}. Starting with the concept of simple variables and data
|
\matlab{}. Starting with the concept of simple variables and data
|
||||||
@ -1768,3 +1769,7 @@ legend('show')
|
|||||||
duplication or it grows too large, it is high time to consider
|
duplication or it grows too large, it is high time to consider
|
||||||
extracting features into separate functions.
|
extracting features into separate functions.
|
||||||
\end{ibox}
|
\end{ibox}
|
||||||
|
|
||||||
|
|
||||||
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||||
|
\printsolutions
|
||||||
|
@ -4,7 +4,6 @@
|
|||||||
more months might as well have been written by someone
|
more months might as well have been written by someone
|
||||||
else.}{Eagleson's law}
|
else.}{Eagleson's law}
|
||||||
|
|
||||||
%\selectlanguage{ngerman}
|
|
||||||
Cultivating a good code style is not just a matter of good taste but
|
Cultivating a good code style is not just a matter of good taste but
|
||||||
rather is a key ingredient for readability and maintainability of code
|
rather is a key ingredient for readability and maintainability of code
|
||||||
and, in the end, facilitates reproducibility of scientific
|
and, in the end, facilitates reproducibility of scientific
|
||||||
@ -36,7 +35,7 @@ of the program but two questions remain: (i) How to organize the files
|
|||||||
on the file system and (ii) how to name them that the controlling
|
on the file system and (ii) how to name them that the controlling
|
||||||
script is easily identified among the other \codeterm{m-files}.
|
script is easily identified among the other \codeterm{m-files}.
|
||||||
|
|
||||||
Upon installation ``MATLAB'' creates a folder called \file{MATLAB} in
|
Upon installation \matlab{} creates a folder called \file{MATLAB} in
|
||||||
the user space (Windows: My files, Linux: Documents, MacOS:
|
the user space (Windows: My files, Linux: Documents, MacOS:
|
||||||
Documents). Since this folder is already appended to the Matlab search
|
Documents). Since this folder is already appended to the Matlab search
|
||||||
path (Box~\ref{matlabpathbox}), it is easiest to stick to it for the
|
path (Box~\ref{matlabpathbox}), it is easiest to stick to it for the
|
||||||
@ -427,4 +426,5 @@ readability and comprehensibility pays off, even to the author!
|
|||||||
Johnson}
|
Johnson}
|
||||||
|
|
||||||
|
|
||||||
\selectlanguage{english}
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||||
|
%\printsolutions
|
||||||
|
@ -1,6 +1,5 @@
|
|||||||
\chapter{\tr{Optimization and gradient descent}{Optimierung und Gradientenabstieg}}
|
\chapter{\tr{Optimization and gradient descent}{Optimierung und Gradientenabstieg}}
|
||||||
|
|
||||||
% \selectlanguage{ngerman}
|
|
||||||
To understand the behaviour of a given system sciences often probe the
|
To understand the behaviour of a given system sciences often probe the
|
||||||
system with input signals and then try to explain the responses
|
system with input signals and then try to explain the responses
|
||||||
through a model. Typically the model has a few parameter that specify
|
through a model. Typically the model has a few parameter that specify
|
||||||
@ -356,7 +355,6 @@ large.
|
|||||||
iteration of the algorithm.} \label{gradientdescentfig}
|
iteration of the algorithm.} \label{gradientdescentfig}
|
||||||
\end{figure}
|
\end{figure}
|
||||||
|
|
||||||
\setboolean{showexercisesolutions}{false}
|
|
||||||
\begin{exercise}{gradientDescent.m}{}
|
\begin{exercise}{gradientDescent.m}{}
|
||||||
Implement the gradient descent for the problem of the linear
|
Implement the gradient descent for the problem of the linear
|
||||||
equation for the measured data in file \file{lin\_regression.mat}.
|
equation for the measured data in file \file{lin\_regression.mat}.
|
||||||
@ -407,4 +405,6 @@ designed for optimizations in the least square error sense
|
|||||||
parameter increases complexity and is computationally expensive.
|
parameter increases complexity and is computationally expensive.
|
||||||
\end{important}
|
\end{important}
|
||||||
|
|
||||||
\selectlanguage{english}
|
|
||||||
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||||
|
\printsolutions
|
||||||
|
@ -368,7 +368,6 @@ Punkte in Abbildung \ref{gradientdescentfig} gro{\ss}.
|
|||||||
Optimierungsschritt an.} \label{gradientdescentfig}
|
Optimierungsschritt an.} \label{gradientdescentfig}
|
||||||
\end{figure}
|
\end{figure}
|
||||||
|
|
||||||
\setboolean{showexercisesolutions}{false}
|
|
||||||
\begin{exercise}{gradientDescent.m}{}
|
\begin{exercise}{gradientDescent.m}{}
|
||||||
Implementiere den Gradientenabstieg f\"ur das Problem der
|
Implementiere den Gradientenabstieg f\"ur das Problem der
|
||||||
Parameteranpassung der linearen Geradengleichung an die Messdaten in
|
Parameteranpassung der linearen Geradengleichung an die Messdaten in
|
||||||
|
@ -67,7 +67,6 @@
|
|||||||
\lstset{inputpath=regression/code}
|
\lstset{inputpath=regression/code}
|
||||||
\include{regression/lecture/regression}
|
\include{regression/lecture/regression}
|
||||||
|
|
||||||
\setboolean{showexercisesolutions}{false}
|
|
||||||
\graphicspath{{likelihood/lecture/}{likelihood/lecture/figures/}}
|
\graphicspath{{likelihood/lecture/}{likelihood/lecture/figures/}}
|
||||||
\lstset{inputpath=likelihood/code}
|
\lstset{inputpath=likelihood/code}
|
||||||
\include{likelihood/lecture/likelihood}
|
\include{likelihood/lecture/likelihood}
|
||||||
|
@ -15,7 +15,7 @@ gausscdf = np.cumsum(gauss)*dx
|
|||||||
|
|
||||||
# plot:
|
# plot:
|
||||||
plt.xkcd()
|
plt.xkcd()
|
||||||
fig = plt.figure( figsize=(6, 2.6) )
|
fig = plt.figure( figsize=(6, 2.4) )
|
||||||
ax = fig.add_subplot(1, 1, 1)
|
ax = fig.add_subplot(1, 1, 1)
|
||||||
ax.spines['right'].set_visible(False)
|
ax.spines['right'].set_visible(False)
|
||||||
ax.spines['top'].set_visible(False)
|
ax.spines['top'].set_visible(False)
|
||||||
|
@ -500,3 +500,7 @@ insufficiently or not at all detected by the correlation coefficient
|
|||||||
coefficients close to zero. $\xi$ denote normally distributed
|
coefficients close to zero. $\xi$ denote normally distributed
|
||||||
random numbers.}
|
random numbers.}
|
||||||
\end{figure}
|
\end{figure}
|
||||||
|
|
||||||
|
|
||||||
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||||
|
\printsolutions
|
||||||
|
Reference in New Issue
Block a user