day1/session1.tex
author Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
Mon, 28 Jun 2010 00:14:02 -0500
branchscipy2010
changeset 426 7d8738ce004d
parent 415 331aaca9d779
child 427 66d296ff31b9
permissions -rw-r--r--
Adding an acknowledgement slide to session 1. Minor changes to session 2.
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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 group] {FOSSEE}
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\institute[IIT Bombay] {Department of Aerospace Engineering\\IIT Bombay}
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\date[] {SciPy 2010, Introductory tutorials,\\
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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{Acknowledgement}
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    \Large
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    \begin{center}
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        \alert{FOSSEE group (\url{fossee.in})} \\
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        based at\\ 
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        \alert{IIT Bombay}\\
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        and funded by\\
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        The National Mission on Education through ICT, \\
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        \alert{Ministry of HRD, India}
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    \end{center}
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\end{frame}
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\begin{frame}
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  \frametitle{Tutorial Schedule: Day 1}
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  \begin{description}
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	\item[Session 1-2] 08:00--10:00
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	\item[Coffee Break] 10:00--10:20
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	\item[Session 3-4] 10:20--12:20
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	\item[Lunch Break] 12:20--13:40
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        \item[Quiz 1] 13:40--13:55
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        \item[Exercises] 14:00--14:40
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        \item[Session 5] 14:40--15:40
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	\item[Coffee Break] 15:40--16:00
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        \item[Quiz 2] 16:00--16:15
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        \item[Session 6-7] 16:15--18:00
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  \end{description}
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\end{frame}
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\begin{frame}
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  \frametitle{Tutorial Schedule: Day 2}
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  \begin{description}
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	\item[Session 1] 08:00--9:00
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	\item[Session 2] 9:00--10:00
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	\item[Coffee] 10:00--10:20
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        \item[Quiz 3] 10:20--10:35
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        \item[Exercises] 10:35--11:30
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        \item[Session 3] 11:30--12:20
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  \end{description}
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\end{frame}
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\section{Checklist}
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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{anag.txt}
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      \item \typ{holmes.txt}
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      \item \typ{pendulum.txt}
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      \item \typ{pos.txt}
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      \item \typ{sslc1.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}
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  \frametitle{About the Tutorial}
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  \begin{block}{Intended Audience}
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  \begin{itemize}
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       \item Engg., Mathematics and Science researchers with a
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           reasonable programming background.
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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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    \end{itemize}
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  \end{block}
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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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%% \end{frame}
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\section{Starting up IPython}
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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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\end{frame}
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%% \section{Ipython with magic}
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%% \begin{frame}[fragile]
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%% \frametitle{Let the magic begin \ldots}
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%% \begin{itemize}
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%% \item \alert{IPython is an improved interpreter}\\
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%% \item \alert{Recommended for Scientific and Computing work}\\
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%% \end{itemize}
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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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%% \end{frame}
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373
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\section{Loops}
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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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407
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\begin{frame}[fragile]
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\frametitle{IPython tips \ldots}
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\begin{itemize}
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    \item Use \typ{TAB} to complete command 
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\end{itemize}
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        \vspace*{0.5in}
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        {\Large \structure{History}}
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\begin{itemize}
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    \item Accesses history (also from past sessions)
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    \item Up and down arrows (\typ{Ctrl-p}/\typ{Ctrl-n})
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    \item Search: \typ{Ctrl-r} and start typing
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    \item \typ{Ctrl-a}: go to start of line
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    \item \typ{Ctrl-e}: end of line
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    \item \typ{Ctrl-k}: kill to end of line
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\end{itemize}
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Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   375
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   376
\end{frame}
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   377
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   378
246
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   379
\subsection{More decoration}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   380
\begin{frame}[fragile]
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   381
\frametitle{Title and Legends}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   382
\vspace*{-0.15in}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   383
%  \begin{block}{}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   384
%  \small
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   385
\begin{lstlisting}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   386
In []: title('Sinusoids')
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   387
In []: legend(['sin(2y)'])
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   388
\end{lstlisting}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   389
%  \small
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   390
%  \end{block}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   391
  \vspace*{-0.1in}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   392
  \begin{center}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   393
  \includegraphics[height=2in, interpolate=true]{data/legend}  
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   394
  \end{center}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   395
\end{frame}
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   396
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   397
\begin{frame}[fragile]
180
e442b9e23972 Made English and low level id changes to session1.tex
rivermaker@RivermakerMBP.local
parents: 171
diff changeset
   398
\frametitle{Legend Placement}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   399
\begin{block}{}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   400
    \small
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   401
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   402
In []: legend(['sin(2y)'], loc = 'center')
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   403
\end{lstlisting}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   404
\end{block}
180
e442b9e23972 Made English and low level id changes to session1.tex
rivermaker@RivermakerMBP.local
parents: 171
diff changeset
   405
e442b9e23972 Made English and low level id changes to session1.tex
rivermaker@RivermakerMBP.local
parents: 171
diff changeset
   406
\begin{columns}
e442b9e23972 Made English and low level id changes to session1.tex
rivermaker@RivermakerMBP.local
parents: 171
diff changeset
   407
    \column{0.6\textwidth}
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   408
 \includegraphics[height=2in, interpolate=true]{data/position}  
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   409
\column{0.45\textwidth}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   410
\vspace{-0.2in}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   411
\begin{lstlisting}
308
d93be08d69f8 cheat sheet 1 Interactive Plotting.
Shantanu <shantanu@fossee.in>
parents: 307
diff changeset
   412
'best' 
d93be08d69f8 cheat sheet 1 Interactive Plotting.
Shantanu <shantanu@fossee.in>
parents: 307
diff changeset
   413
'right'
d93be08d69f8 cheat sheet 1 Interactive Plotting.
Shantanu <shantanu@fossee.in>
parents: 307
diff changeset
   414
'center'
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   415
\end{lstlisting}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   416
\end{columns}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   417
\end{frame}
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   418
307
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   419
%% \begin{frame}[fragile]
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   420
%%   \frametitle{For arbitrary location}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   421
%% \vspace*{-0.1in}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   422
%% \begin{lstlisting}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   423
%% In []: legend(['sin(2y)'], loc=(.8,.1)) 
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   424
%% \end{lstlisting}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   425
%% \emphbar{Specify south-east corner position}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   426
%% %\vspace*{-0.2in}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   427
%% \begin{center}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   428
%%   \includegraphics[height=2in, interpolate=true]{data/loc}  
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   429
%% \end{center}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   430
%% %\inctime{10}
be62ebb11407 Added changes for cheat sheet 1.
Shantanu <shantanu@fossee.in>
parents: 303
diff changeset
   431
%% \end{frame}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   432
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   433
\begin{frame}[fragile]
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   434
\frametitle{Saving \& Closing}
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   435
\begin{lstlisting}
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   436
In []: savefig('sin.png')
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   437
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   438
In []: close()
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   439
\end{lstlisting}
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   440
Supported formats to store images:
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   441
\begin{itemize}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   442
\item png
381
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   443
\item eps - Easy to embed in LaTeX files
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   444
\item emf
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   445
\item pdf
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   446
\item ps
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   447
\item raw
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   448
\item rgba
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   449
\item svg
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   450
\end{itemize}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   451
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   452
246
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   453
\section{Multiple plots}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   454
\begin{frame}[fragile]
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   455
\frametitle{Overlaid Plots}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   456
\begin{lstlisting}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   457
In []: clf()
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   458
In []: plot(y, sin(y))
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   459
In []: plot(y, cos(y))
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   460
In []: xlabel('y')
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   461
In []: ylabel('f(y)')
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   462
In []: legend(['sin(y)', 'cos(y)']) 
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   463
\end{lstlisting}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   464
\emphbar{By default plots would be overlaid!}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   465
\end{frame}
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   466
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   467
\begin{frame}[fragile]
182
56ea84dfe38e Fixed typo
rivermaker@RivermakerMBP.local
parents: 180
diff changeset
   468
\frametitle{Plotting separate figures}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   469
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   470
In []: clf()
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   471
In []: figure(1)
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   472
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
   473
In []: figure(2)
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   474
In []: plot(y, cos(y))
373
f04eca8b2f3d Commits from NIT DGP and IITK
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 366
diff changeset
   475
In []: savefig('cosine.png')
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   476
In []: figure(1)
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   477
In []: title('sin(y)')
373
f04eca8b2f3d Commits from NIT DGP and IITK
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 366
diff changeset
   478
In []: savefig('sine.png')
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   479
In []: close()
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   480
In []: close()
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   481
\end{lstlisting}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   482
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   483
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   484
\begin{frame}[fragile]
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   485
\frametitle{Showing it better}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   486
\vspace{-0.15in}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   487
\begin{lstlisting}
373
f04eca8b2f3d Commits from NIT DGP and IITK
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 366
diff changeset
   488
In []: plot(y, cos(y), 'r')
129
d3aae4b05e99 Minor edits to day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 113
diff changeset
   489
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   490
In []: clf()
373
f04eca8b2f3d Commits from NIT DGP and IITK
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 366
diff changeset
   491
In []: plot(y, sin(y), 'g', linewidth=2)
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   492
\end{lstlisting}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   493
\vspace*{-0.2in}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   494
\begin{center}
143
5d0444e9788a Minor edits to Day1 Session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 141
diff changeset
   495
  \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
   496
\end{center}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   497
%\inctime{10}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   498
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   499
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   500
\begin{frame}[fragile]
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   501
\frametitle{Annotating}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   502
\vspace*{-0.15in}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   503
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   504
In []: annotate('local max', xy=(1.5, 1))
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   505
\end{lstlisting}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   506
\vspace*{-0.2in}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   507
\begin{center}
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   508
  \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
   509
\end{center}
110
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   510
\end{frame}
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   511
220ac08e67b5 Added Legend placement and Annotating.
Puneeth Chaganti <punchagan@fossee.in>
parents: 107
diff changeset
   512
\begin{frame}[fragile]
381
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   513
\frametitle{Axes lengths}
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   514
\emphbar{Getting axes lengths}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   515
  \begin{lstlisting}
381
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   516
In []: xmin, xmax = xlim() 
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   517
In []: ymin, ymax = ylim() 
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   518
  \end{lstlisting}
381
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   519
\emphbar{Set the axes limits}
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   520
  \begin{lstlisting}
381
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   521
In []: xlim(xmin, 2*pi )
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   522
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
   523
  \end{lstlisting}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   524
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   525
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   526
\begin{frame}[fragile]
387
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   527
  \frametitle{Axes lengths}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   528
  \begin{center}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   529
    \includegraphics[height=3in, interpolate=true]{data/limits}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   530
  \end{center}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   531
\end{frame}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   532
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   533
\begin{frame}[fragile]
407
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   534
\frametitle{IPython tips \ldots}
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   535
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   536
\begin{itemize}
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   537
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   538
    \item Try:
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   539
\begin{lstlisting}
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   540
In []: plot?
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   541
\end{lstlisting}
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   542
        to get more information on \typ{plot} 
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   543
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   544
        \vspace*{0.5in}
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   545
    \item Try: 
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   546
\begin{lstlisting}
413
984d8a3394cc Minor edits. Reorder dependency files so easier to eyeball with ls output. Fix typo for showing source in ipython.
Christopher Burns <chris.d.burns@gmail.com>
parents: 407
diff changeset
   547
In []: plot??
407
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   548
\end{lstlisting}
413
984d8a3394cc Minor edits. Reorder dependency files so easier to eyeball with ls output. Fix typo for showing source in ipython.
Christopher Burns <chris.d.burns@gmail.com>
parents: 407
diff changeset
   549
    to see the source code for \typ{plot}
407
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   550
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   551
\end{itemize}
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   552
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   553
\end{frame}
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   554
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   555
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   556
\begin{frame}[fragile]
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   557
\frametitle{Review Problem}
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   558
\begin{enumerate}
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   559
\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
   560
\item Add a legend
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   561
\item Annotate the origin
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   562
\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
   563
\end{enumerate}
337
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   564
\vspace*{-0.1in}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   565
\begin{center}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   566
  \includegraphics[height=2.1in, interpolate=true]{data/four_plot}  
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   567
\end{center}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   568
\end{frame}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   569
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   570
\begin{frame}[fragile]
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   571
\frametitle{Review Problem \ldots}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   572
\alert{Plotting \ldots}
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   573
\begin{lstlisting}
414
68ef3dced7a0 Add whitespace to assignment.
Christopher Burns <chris.d.burns@gmail.com>
parents: 413
diff changeset
   574
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
   575
In []: plot(x, x, 'b')
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   576
In []: plot(x, -x, 'b')
337
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   577
In []: plot(x, sin(x), 'g', linewidth=2)
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   578
In []: plot(x, x*sin(x), 'r', 
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   579
            linewidth=3)
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   580
\end{lstlisting}
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   581
$\vdots$
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   582
\end{frame}
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   583
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   584
\begin{frame}[fragile]
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   585
\frametitle{Review Problem \ldots}
337
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   586
\alert{Legend \& Annotation\ldots}
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   587
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   588
In []: legend(['x', '-x', 'sin(x)', 
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   589
               'xsin(x)'])
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   590
In []: annotate('origin', xy = (0, 0))
337
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   591
\end{lstlisting}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   592
\alert{Setting Axes limits\ldots}
56aa2efbf7d9 Changes at scipy.in
Puneeth Chaganti <punchagan@fossee.in>
parents: 330
diff changeset
   593
\begin{lstlisting}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   594
In []: xlim(-5*pi, 5*pi)
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   595
In []: ylim(-5*pi, 5*pi)
147
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   596
\end{lstlisting}
6874a667dc4e Added review at end of session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 143
diff changeset
   597
\end{frame}
264
c3a1de5b8216 Updated day1 session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 247
diff changeset
   598
280
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   599
\begin{frame}[fragile]
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   600
\frametitle{Command History}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   601
Use the \typ{\%hist} \alert{magic} command of IPython 
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   602
\typ{In []: \%hist}\\
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   603
This displays all the commands typed in so far aka Command History.
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   604
\begin{block}{Careful about errors!}
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   605
  \kwrd{\%hist} will contain the errors as well.\\
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   606
\end{block}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   607
\begin{block}{Magic Commands?}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   608
  Magic commands are commands provided by IPython to make our life easier.
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   609
\end{block}
280
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   610
\end{frame}
9bed85f05eb8 Added save command in session1.
Puneeth Chaganti <punchagan@fossee.in>
parents: 279
diff changeset
   611
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   612
\begin{frame}[fragile]
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   613
  \frametitle{Saving commands into script}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   614
Use the \typ{\%save} \alert{magic} command of IPython
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   615
\begin{block}{}
381
b797cd67982b Updated changes from GRDCS.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 379
diff changeset
   616
\typ{\%save script_name line_numbers}
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   617
\end{block}
415
331aaca9d779 Line numbers for history can be separated by spaces, not commas.
Christopher Burns <chris.d.burns@gmail.com>
parents: 414
diff changeset
   618
Line numbers can be specified individually separated by spaces or as a range separated by a dash.\\
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   619
\begin{block}{}
397
28915381ac32 Changes from BHU workshop . changed variable names in list intro . pendulum.pychanged to pendulum_plot.py . Also an extra space added on slide 33 session1 day1
amit@shrike.aero.iitb.ac.in
parents: 391
diff changeset
   620
\typ{\%save four_plot.py} \alert{\typ{  16 18-27}} \\  
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   621
\end{block}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   622
This saves from the history the commands entered on line numbers \alert{16, 18, 19, 20, \ldots 27}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   623
\end{frame}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   624
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   625
\begin{frame}
293
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   626
\frametitle{Python Scripts\ldots}
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   627
Now, four\_plot.py is called a Python Script.
293
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   628
 \begin{itemize}
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   629
 \item run the script in IPython using \typ{\%run four_plot.py}\\
293
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   630
 \end{itemize}
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   631
\pause
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   632
\alert{\typ{NameError: name 'linspace' is not defined}}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   633
\begin{block}{}
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   634
To avoid this, run using \alert{\typ{\%run -i four_plot.py}}\\
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   635
\end{block}
293
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   636
\end{frame}
f7d7b5565232 Added another ODE example to session6.
Puneeth Chaganti <punchagan@fossee.in>
parents: 290
diff changeset
   637
303
26f5e864a135 Updated session 1 of day 1.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 293
diff changeset
   638
\begin{frame}[fragile]
387
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   639
  \frametitle{Result graph}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   640
  \begin{center}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   641
    \includegraphics[height=3in, interpolate=true]{data/four_plot}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   642
  \end{center}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   643
\end{frame}
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   644
5e485a5d8ac4 Minor corrections post SVCE.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 385
diff changeset
   645
\begin{frame}[fragile]
246
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   646
  \frametitle{What did we learn?}
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   647
  \begin{itemize}
373
f04eca8b2f3d Commits from NIT DGP and IITK
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 366
diff changeset
   648
    \item Starting up IPython
407
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   649
    \item Creating simple plots
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   650
    \item Adding labels and legends
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   651
    \item Annotating plots
246
d054581ef4b1 Made changes to Goals and added outline slides.
Madhusudan.C.S <madhusudancs@gmail.com>
parents: 225
diff changeset
   652
    \item Changing the looks: size, linewidth
407
b5d3b5ddac7b Added changes to session 1. Added some IPython tips.
Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
parents: 405
diff changeset
   653
    \item Accessing history, documentation
379
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   654
    \item \kwrd{\%hist} - History of commands
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   655
    \item \kwrd{\%save} - Saving commands 
682b6f66fe11 Updated for day1 of GRD workshop.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 378
diff changeset
   656
    \item Running a script using \kwrd{\%run -i}
171
29c0c504750c Added some changes suggested during the review.
Shantanu <shantanu@fossee.in>
parents: 147
diff changeset
   657
  \end{itemize}
107
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   658
\end{frame}
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   659
647239f95c4a Added rough draft of slides and cheatsheet for Interactive Plotting.
Puneeth Chaganti <punchagan@fossee.in>
parents:
diff changeset
   660
\end{document}
140
fe6a38572a65 Added changes suggested by PR for session 1 day 1.
Shantanu <shantanu@fossee.in>
parents: 138
diff changeset
   661
343
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   662
%% Questions for Quiz %%
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   663
%% ------------------ %%
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   664
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   665
\begin{frame}[fragile]
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   666
\frametitle{\incqno }
352
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   667
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
   668
\begin{lstlisting}
358
162e3e453920 Added files to be circulated during workshops.
Puneeth Chaganti <punchagan@fossee.in>
parents: 354
diff changeset
   669
In []: x = linspace(0, pi, 3)
352
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   670
In []: plot(x, sin(x))
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   671
\end{lstlisting}
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   672
\end{frame}
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   673
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   674
\begin{frame}[fragile]
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   675
\frametitle{\incqno }
343
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   676
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
   677
\begin{lstlisting}
352
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   678
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
   679
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
   680
\end{lstlisting}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   681
\end{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   682
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   683
\begin{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   684
\frametitle{\incqno }
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   685
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
   686
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
   687
\end{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   688
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   689
\begin{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   690
\frametitle{\incqno }
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   691
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
   692
is in the rectangle $(0, -1.5)$ (left bottom coordinate) and $(2\pi,
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   693
1.5)$ (right top coordinate)?
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   694
\end{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   695
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   696
\begin{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   697
\frametitle{\incqno }
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   698
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
   699
\end{frame}
adb85e126341 Moved all day1 quiz questions to end of day1-sessions.
Puneeth Chaganti <punchagan@fossee.in>
parents: 342
diff changeset
   700
354
5dc6c3673f9d Changes made during REC Chennai workshop.
Puneeth Chaganti <punchagan@fossee.in>
parents: 352
diff changeset
   701
\begin{frame}[fragile]
352
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   702
\frametitle{\incqno }
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   703
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
   704
\begin{lstlisting}
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   705
In []: y = linspace(0, 2*pi, 50)
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   706
In []: plot(y, sin(y))
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   707
In []: clf()
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   708
In []: plot(y, cos(y))
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   709
In []: legend(['sin(y)', 'cos(y)']) 
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   710
\end{lstlisting}
b44d7bcc6609 Added a few quiz questions; Minor edits.
Puneeth Chaganti <punchagan@fossee.in>
parents: 343
diff changeset
   711
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
   712
\end{frame}