day1/session1.tex
author Puneeth Chaganti <punchagan@fossee.in>
Thu, 04 Feb 2010 23:15:50 +0530
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%Tutorial slides on Python.
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%
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% Author: FOSSEE 
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% Copyright (c) 2009, FOSSEE, IIT Bombay
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\documentclass[14pt,compress]{beamer}
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%\documentclass[draft]{beamer}
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%\documentclass[compress,handout]{beamer}
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%\usepackage{pgfpages} 
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%\pgfpagesuselayout{2 on 1}[a4paper,border shrink=5mm]
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% Modified from: generic-ornate-15min-45min.de.tex
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\mode<presentation>
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{
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  \usetheme{Warsaw}
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  \useoutertheme{infolines}
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  \setbeamercovered{transparent}
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}
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\usepackage[english]{babel}
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\usepackage[latin1]{inputenc}
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%\usepackage{times}
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\usepackage[T1]{fontenc}
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% Taken from Fernando's slides.
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\usepackage{ae,aecompl}
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\usepackage{mathpazo,courier,euler}
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\usepackage[scaled=.95]{helvet}
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\definecolor{darkgreen}{rgb}{0,0.5,0}
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\usepackage{listings}
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\lstset{language=Python,
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    basicstyle=\ttfamily\bfseries,
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    commentstyle=\color{red}\itshape,
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  stringstyle=\color{darkgreen},
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  showstringspaces=false,
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  keywordstyle=\color{blue}\bfseries}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Macros
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\setbeamercolor{emphbar}{bg=blue!20, fg=black}
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\newcommand{\emphbar}[1]
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{\begin{beamercolorbox}[rounded=true]{emphbar} 
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      {#1}
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 \end{beamercolorbox}
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}
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\newcounter{time}
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\setcounter{time}{0}
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\newcommand{\inctime}[1]{\addtocounter{time}{#1}{\tiny \thetime\ m}}
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\newcommand{\typ}[1]{\lstinline{#1}}
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\newcommand{\kwrd}[1]{ \texttt{\textbf{\color{blue}{#1}}}  }
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%%% This is from Fernando's setup.
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% \usepackage{color}
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% \definecolor{orange}{cmyk}{0,0.4,0.8,0.2}
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% % Use and configure listings package for nicely formatted code
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% \usepackage{listings}
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% \lstset{
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%    language=Python,
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%    basicstyle=\small\ttfamily,
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%    commentstyle=\ttfamily\color{blue},
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%    stringstyle=\ttfamily\color{orange},
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%    showstringspaces=false,
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%    breaklines=true,
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%    postbreak = \space\dots
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% }
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Title page
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\title[Interactive Plotting]{Python for Science and Engg: Interactive Plotting}
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\author[FOSSEE] {FOSSEE}
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\institute[IIT Bombay] {Department of Aerospace Engineering\\IIT Bombay}
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\date[] {11 January, 2010\\Day 1, Session 1}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%\pgfdeclareimage[height=0.75cm]{iitmlogo}{iitmlogo}
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%\logo{\pgfuseimage{iitmlogo}}
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%% Delete this, if you do not want the table of contents to pop up at
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%% the beginning of each subsection:
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\AtBeginSubsection[]
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{
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  \begin{frame}<beamer>
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    \frametitle{Outline}
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    \tableofcontents[currentsection,currentsubsection]
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  \end{frame}
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}
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\AtBeginSection[]
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{
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  \begin{frame}<beamer>
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    \frametitle{Outline}
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    \tableofcontents[currentsection,currentsubsection]
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  \end{frame}
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}
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% If you wish to uncover everything in a step-wise fashion, uncomment
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% the following command: 
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%\beamerdefaultoverlayspecification{<+->}
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%%\includeonlyframes{current,current1,current2,current3,current4,current5,current6}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% DOCUMENT STARTS
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\begin{document}
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\begin{frame}
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  \maketitle
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\end{frame}
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%% \begin{frame}
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%%   \frametitle{Outline}
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%%   \tableofcontents
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%%   % You might wish to add the option [pausesections]
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%% \end{frame}
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\begin{frame}
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  \frametitle{Workshop Schedule: Day 1}
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  \begin{description}
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	\item[Session 1] Mon 09:00--10:00
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	\item[Session 2] Mon 10:05--11:05
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	\item[Session 3] Mon 11:20--12:20
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	\item[Session 4] Mon 12:25--13:25
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        \item[Quiz 1] Mon 14:25--14:40
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        \item[Exercises] Mon 14:40--15:25
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        \item[Session 5] Mon 15:40--16:40
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        \item[Quiz 2] Mon 16:45--17:00
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  \end{description}
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\end{frame}
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\begin{frame}
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  \frametitle{Workshop Schedule: Day 2}
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  \begin{description}
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	\item[Session 1] Tue 09:00--10:00
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	\item[Session 2] Tue 10:05--11:05
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	\item[Session 3] Tue 11:20--12:20
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	\item[Session 4] Tue 12:25--13:25
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        \item[Quiz 1]  Tue 14:25--14:40
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        \item[Exercises] Tue 14:40--15:25
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        \item[Session 5] Tue 15:40--16:40
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        \item[Quiz 2]  Tue 16:45--17:00
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  \end{description}
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\end{frame}
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\begin{frame}
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  \frametitle{About the Workshop}
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  \begin{block}{Intended Audience}
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  \begin{itemize}
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       \item Engg., Mathematics and Science teachers.
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       \item Interested students from similar streams.
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  \end{itemize}
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  \end{block}  
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  \begin{block}{Goal: Successful participants will be able to}
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    \begin{itemize}
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      \item Use Python as plotting, computational tool.
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      \item Understand how to use Python as a scripting and problem solving language.
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      \item Train students for the same.
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    \end{itemize}
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  \end{block}
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\end{frame}
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\section{Getting started}
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\begin{frame}
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\frametitle{Checklist}
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  \begin{enumerate}
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    \item IPython
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    \item Editor: We recommend \alert{scite}.
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    \item Data files: 
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      \begin{itemize}
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      \item \typ{sslc1.txt}
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      \item \typ{pendulum.txt}
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      \item \typ{points.txt}
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      \item \typ{pos.txt}
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      \item \typ{holmes.txt}
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      \end{itemize}
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    \item Python scripts: 
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      \begin{itemize}
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      \item \typ{sslc_allreg.py}
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      \item \typ{sslc_science.py}
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      \end{itemize}
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    \item Images
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      \begin{itemize}
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      \item \typ{lena.png}
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      \item \typ{smoothing.gif}
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      \end{itemize}
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  \end{enumerate}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Starting up \ldots}
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\begin{block}{}
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\begin{lstlisting}
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  $ ipython -pylab  
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\end{lstlisting} %$
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\end{block}
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\begin{lstlisting}     
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  In []: print "Hello, World!"
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  Hello, World!
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\end{lstlisting}
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Exiting
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\begin{lstlisting}     
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  In []: ^D(Ctrl-D)
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  Do you really want to exit([y]/n)? y
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\end{lstlisting}
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\alert{IPython is an improved interpreter}\\
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\alert{Recommended for use in Scientific Computing work}\\
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{The Python interpreter \ldots}
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\begin{block}{}
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\begin{lstlisting}
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  $ python
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\end{lstlisting} %$
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\end{block}
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\begin{lstlisting}     
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  >>> print "Hello, World!"
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  Hello, World!
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\end{lstlisting}
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Exiting
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\begin{lstlisting}     
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  >>> ^D(Ctrl-D)
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  $
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\end{lstlisting} %$
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\alert{Note the change in the prompt}\\
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\alert{IPython provides many additional features}\\
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\end{frame}
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%% \begin{frame}[fragile]
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%% \frametitle{Loops}
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%% Breaking out of loops
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%% \begin{lstlisting}     
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%%   In []: while True:
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%%     ...:     print "Hello, World!"
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%%     ...:     
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%%   Hello, World!
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%%   Hello, World!^C(Ctrl-C)
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%%   ------------------------------------
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%%   KeyboardInterrupt                   
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%% \end{lstlisting}
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%% \end{frame}
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\section{Plotting}
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\subsection{Drawing plots}
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\begin{frame}[fragile]
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\frametitle{First Plot}
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\begin{columns}
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    \column{0.25\textwidth}
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    \hspace*{-0.5in}
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  \includegraphics[height=2in, interpolate=true]{data/firstplot}
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    \column{0.8\textwidth}
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    \begin{block}{}
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    \begin{small}
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\begin{lstlisting}
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In []: x = linspace(0, 2*pi, 50)
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In []: plot(x, sin(x))
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\end{lstlisting}
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    \end{small}
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    \end{block}
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\end{columns}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Walkthrough}
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\begin{block}{\typ{x = linspace(start, stop, num)} }
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returns \typ{num} evenly spaced points, in the interval [\typ{start}, \typ{stop}].
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\end{block}
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\begin{lstlisting}
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x[0] = start
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x[num - 1] = end
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\end{lstlisting}
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\vspace*{.35in}
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\begin{block}{\typ{plot(x, y)}}
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plots \typ{x} and \typ{y} using default line style and color
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\end{block}
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%\inctime{10}
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\end{frame}
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\subsection{Decoration}
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\begin{frame}[fragile]
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\frametitle{Adding Labels}
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\begin{columns}
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  \column{0.25\textwidth}
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  \hspace*{-0.45in}
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  \includegraphics[height=2in, interpolate=true]{data/label}  
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  \hspace*{0.5in}
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  \column{0.55\textwidth}
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  \begin{block}{}
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  \small
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  \begin{lstlisting}
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In []: xlabel('x')
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In []: ylabel('sin(x)')
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  \end{lstlisting}
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  \small
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%  \end{lstlisting}
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%\typ{xlabel(s)} sets the label of the \typ{x}-axis to \typ{s}
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%  \begin{lstlisting}
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  \end{block}
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%\typ{ylabel(s)} sets the label of the \typ{y}-axis to \typ{s}
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\end{columns}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Another example}
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  \begin{lstlisting}
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In []: clf()
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  \end{lstlisting}
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\emphbar{Clears the plot area.}
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  \begin{lstlisting}
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In []: y = linspace(0, 2*pi, 50)
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In []: plot(y, sin(2*y))
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In []: xlabel('y')
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In []: ylabel('sin(2y)')
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  \end{lstlisting}
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\end{frame}
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\subsection{More decoration}
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\begin{frame}[fragile]
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\frametitle{Title and Legends}
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\vspace*{-0.15in}
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%  \begin{block}{}
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%  \small
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\begin{lstlisting}
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In []: title('Sinusoids')
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In []: legend(['sin(2y)'])
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\end{lstlisting}
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%  \small
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%  \end{block}
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  \vspace*{-0.1in}
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  \begin{center}
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  \includegraphics[height=2in, interpolate=true]{data/legend}  
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  \end{center}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Legend Placement}
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\begin{block}{}
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    \small
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\begin{lstlisting}
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In []: legend(['sin(2y)'], loc = 'center')
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\end{lstlisting}
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\end{block}
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\begin{columns}
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    \column{0.6\textwidth}
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 \includegraphics[height=2in, interpolate=true]{data/position}  
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\column{0.45\textwidth}
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\vspace{-0.2in}
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\begin{lstlisting}
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d93be08d69f8 cheat sheet 1 Interactive Plotting.
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'best' 
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'right'
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'center'
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\end{lstlisting}
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\end{columns}
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\end{frame}
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%% \begin{frame}[fragile]
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%%   \frametitle{For arbitrary location}
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%% \vspace*{-0.1in}
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%% \begin{lstlisting}
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%% In []: legend(['sin(2y)'], loc=(.8,.1)) 
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%% \end{lstlisting}
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%% \emphbar{Specify south-east corner position}
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%% %\vspace*{-0.2in}
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%% \begin{center}
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%%   \includegraphics[height=2in, interpolate=true]{data/loc}  
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%% \end{center}
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%% %\inctime{10}
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%% \end{frame}
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   385
\begin{frame}[fragile]
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   386
\frametitle{Saving \& Closing}
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   387
\begin{lstlisting}
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   388
In []: savefig('sin.png')
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   389
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   390
In []: close()
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   391
\end{lstlisting}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   392
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   393
246
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   394
\section{Multiple plots}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   395
\begin{frame}[fragile]
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   396
\frametitle{Overlaid Plots}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   397
\begin{lstlisting}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   398
In []: clf()
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   399
In []: plot(y, sin(y))
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   400
In []: plot(y, cos(y))
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   401
In []: xlabel('y')
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   402
In []: ylabel('f(y)')
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   403
In []: legend(['sin(y)', 'cos(y)']) 
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   404
\end{lstlisting}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   405
\emphbar{By default plots would be overlaid!}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   406
\end{frame}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   407
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   408
\begin{frame}[fragile]
182
56ea84dfe38e Fixed typo
rivermaker@RivermakerMBP.local
parents: 180
diff changeset
   409
\frametitle{Plotting separate figures}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   410
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   411
In []: clf()
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   412
In []: figure(1)
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   413
In []: plot(y, sin(y))
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   414
In []: figure(2)
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   415
In []: plot(y, cos(y))
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   416
In []: figure(1)
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   417
In []: title('sin(y)')
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   418
In []: close()
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   419
In []: close()
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   420
\end{lstlisting}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   421
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   422
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   423
\begin{frame}[fragile]
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   424
\frametitle{Showing it better}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   425
\vspace{-0.15in}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   426
\begin{lstlisting}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   427
In []: plot(y, sin(y), 'g')
129
d3aae4b05e99 Minor edits to day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 113
diff changeset
   428
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   429
In []: clf()
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   430
In []: plot(y, cos(y), 'r', linewidth=2)
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   431
\end{lstlisting}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   432
\vspace*{-0.2in}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   433
\begin{center}
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   434
  \includegraphics[height=2.2in, interpolate=true]{data/green}  
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   435
\end{center}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   436
%\inctime{10}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   437
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   438
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   439
\begin{frame}[fragile]
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   440
\frametitle{Annotating}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   441
\vspace*{-0.15in}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   442
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   443
In []: annotate('local max', xy=(1.5, 1))
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   444
\end{lstlisting}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   445
\vspace*{-0.2in}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   446
\begin{center}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   447
  \includegraphics[height=2in, interpolate=true]{data/annotate}  
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   448
\end{center}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   449
\end{frame}
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   450
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   451
\begin{frame}[fragile]
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   452
\frametitle{Axes lengths}
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   453
\emphbar{Get the axes limits}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   454
  \begin{lstlisting}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   455
In []: xmin, xmax = xlim() 
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   456
In []: ymin, ymax = ylim() 
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   457
  \end{lstlisting}
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   458
\emphbar{Set the axes limits}
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   459
  \begin{lstlisting}
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   460
In []: xmax = 2*pi
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   461
In []: xlim(xmin, xmax) 
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   462
In []: ylim(ymin-0.2, ymax+0.2) 
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   463
  \end{lstlisting}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   464
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   465
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   466
\begin{frame}[fragile]
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   467
\frametitle{Review Problem}
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   468
\begin{enumerate}
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   469
\item Plot x, -x, sin(x), xsin(x) in range $-5\pi$ to $5\pi$
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   470
\item Add a legend
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   471
\item Annotate the origin
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   472
\item Set axes limits to the range of x
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   473
\end{enumerate}
337
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   474
\vspace*{-0.1in}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   475
\begin{center}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   476
  \includegraphics[height=2.1in, interpolate=true]{data/four_plot}  
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   477
\end{center}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   478
\end{frame}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   479
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   480
\begin{frame}[fragile]
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   481
\frametitle{Review Problem \ldots}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   482
\alert{Plotting \ldots}
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   483
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   484
In []: x=linspace(-5*pi, 5*pi, 500)
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   485
In []: plot(x, x, 'b')
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   486
In []: plot(x, -x, 'b')
337
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   487
In []: plot(x, sin(x), 'g', linewidth=2)
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   488
In []: plot(x, x*sin(x), 'r', 
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   489
            linewidth=3)
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   490
\end{lstlisting}
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   491
$\vdots$
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   492
\end{frame}
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   493
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   494
\begin{frame}[fragile]
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   495
\frametitle{Review Problem \ldots}
337
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   496
\alert{Legend \& Annotation\ldots}
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   497
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   498
In []: legend(['x', '-x', 'sin(x)', 
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   499
               'xsin(x)'])
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   500
In []: annotate('origin', xy = (0, 0))
337
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   501
\end{lstlisting}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   502
\alert{Setting Axes limits\ldots}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   503
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   504
In []: xlim(-5*pi, 5*pi)
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   505
In []: ylim(-5*pi, 5*pi)
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   506
\end{lstlisting}
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   507
\end{frame}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   508
280
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   509
\begin{frame}[fragile]
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   510
\frametitle{Saving Commands}
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   511
Save commands of review problem into file
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   512
\begin{itemize}
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   513
\item Use \typ{\%hist} command of IPython 
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   514
\item Identify the required line numbers
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   515
\item Then, use \typ{\%save} command of IPython
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   516
\end{itemize}
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   517
\typ{In []: \%hist}\\
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   518
\typ{In []: \%save four_plot.py} \alert{\typ{16 18-27}} 
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   519
\begin{block}{Careful about errors!}
26f5e864a135 Updated session 1 of day 1.
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parents: 293
diff changeset
   520
  \kwrd{\%hist} will contain the errors as well,\\
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   521
  so be careful while selecting line numbers.
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   522
\end{block}
280
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   523
\end{frame}
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   524
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   525
\begin{frame}
293
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   526
\frametitle{Python Scripts\ldots}
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   527
 This is called a Python Script.
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   528
 \begin{itemize}
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   529
 \item run the script in IPython using \typ{\%run -i four_plot.py}\\
293
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   530
 \end{itemize}
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   531
\end{frame}
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   532
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   533
\begin{frame}[fragile]
246
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   534
  \frametitle{What did we learn?}
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   535
  \begin{itemize}
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   536
    \item \kwrd{\%hist}
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   537
    \item Saving commands to a script
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   538
    \item Running a script using \kwrd{\%run -i}
246
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   539
    \item Creating simple plots.
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   540
    \item Adding labels and legends.
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   541
    \item Annotating plots.
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   542
    \item Changing the looks: size, linewidth
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   543
  \end{itemize}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   544
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   545
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   546
\end{document}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   547
343
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   548
%% Questions for Quiz %%
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   549
%% ------------------ %%
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   550
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   551
\begin{frame}[fragile]
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   552
\frametitle{\incqno }
352
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   553
Draw (roughly) the plot obtained by the following:
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   554
\begin{lstlisting}
358
162e3e453920 Added files to be circulated during workshops.
Puneeth Chaganti <punchagan@fossee.in>
parents: 354
diff changeset
   555
In []: x = linspace(0, pi, 3)
352
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   556
In []: plot(x, sin(x))
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   557
\end{lstlisting}
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   558
\end{frame}
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   559
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   560
\begin{frame}[fragile]
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   561
\frametitle{\incqno }
343
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   562
Describe the plot produced by the following:
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   563
\begin{lstlisting}
352
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   564
In []: x = linspace(0, 2*pi, 50)
343
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   565
In []: plot(x, cos(x), 'go')
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   566
\end{lstlisting}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   567
\end{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   568
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   569
\begin{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   570
\frametitle{\incqno }
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   571
How will you plot the previous graph with line width set to 3?  How will
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   572
you set the $x$ and $y$ labels of the plot?
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   573
\end{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   574
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   575
\begin{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   576
\frametitle{\incqno }
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   577
How will you set the x and y axis limits so that the region of interest
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   578
is in the rectangle $(0, -1.5)$ (left bottom coordinate) and $(2\pi,
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   579
1.5)$ (right top coordinate)?
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   580
\end{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   581
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   582
\begin{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   583
\frametitle{\incqno }
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   584
What ipython magic command do you use to obtain the lines of code you have already typed in the interpreter? What command do you use to save them?
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   585
\end{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   586
354
5dc6c3673f9d Changes made during REC Chennai workshop.
Puneeth Chaganti <punchagan@fossee.in>
parents: 352
diff changeset
   587
\begin{frame}[fragile]
352
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   588
\frametitle{\incqno }
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   589
The following code snippet has an error/bug:
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   590
\begin{lstlisting}
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   591
In []: y = linspace(0, 2*pi, 50)
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   592
In []: plot(y, sin(y))
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   593
In []: clf()
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   594
In []: plot(y, cos(y))
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   595
In []: legend(['sin(y)', 'cos(y)']) 
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   596
\end{lstlisting}
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   597
What is the error? How do you fix it?  
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   598
\end{frame}