day2/session2.tex
author Puneeth Chaganti <punchagan@fossee.in>
Sun, 04 Oct 2009 00:57:36 +0530
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Tutorial slides on Python.
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%
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% Author: Prabhu Ramachandran <prabhu at aero.iitb.ac.in>
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% Copyright (c) 2005-2008, Prabhu Ramachandran
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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{split}
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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]{\lstlisting{#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[]{Matrices and Arrays\\ \& \\2D Plotting}
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\author[FOSSEE Team] {Asokan Pichai\\Prabhu Ramachandran}
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\institute[FOSSEE] {FOSSEE Team}
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\date[] {11, October 2009}
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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}[fragile]
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  \frametitle{Advanced}
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  \begin{itemize}
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  \item Only scratched the surface of \num
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  \item Ufunc methods: \typ{reduce, accumulate, outer, reduceat}
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  \item Typecasting
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  \item More functions: \typ{take, choose, where, compress,
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      concatenate}
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  \item Array broadcasting and \typ{None}
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  \end{itemize}
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\end{frame}
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\begin{frame}
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    {Intro to SciPy}
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  \begin{itemize}
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  \item \url{http://www.scipy.org}
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  \item Open source scientific libraries for Python
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  \item Based on NumPy
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    \end{itemize}
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    \inctime{25}
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\end{frame}
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\begin{frame}
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  \frametitle{SciPy}
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  \begin{itemize}
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  \item Provides:
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    \begin{itemize}
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    \item Linear algebra
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    \item Numerical integration
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    \item Fourier transforms
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    \item Signal processing
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    \item Special functions
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    \item Statistics
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    \item Optimization
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    \item Image processing
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    \item ODE solvers
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    \end{itemize}
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  \item Uses LAPACK, QUADPACK, ODEPACK, FFTPACK etc. from netlib
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  \end{itemize}
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\end{frame}
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\end{document}
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- Numpy arrays (30 mins)
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    - Matrices
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    - random number generation.
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    - Image manipulation: jigsaw puzzle.
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    - Monte-carlo integration.
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\subsection{SciPy}
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\begin{frame}
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  \frametitle{Using \texttt{SciPy}}
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  \begin{itemize}
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  \item SciPy is Open Source software for mathematics, science, and
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    engineering
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  \item \typ{import scipy}
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  \item Built on NumPy
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  \item Provides modules for statistics, optimization, integration,
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    linear algebra, Fourier transforms, signal and image processing,
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    genetic algorithms, ODE solvers, special functions, and more
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  \item Used widely by scientists world over
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  \item Details are beyond the scope of this tutorial
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  \end{itemize}
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\end{frame}
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