author | Puneeth Chaganti <punchagan@fossee.in> |
Wed, 28 Oct 2009 17:18:02 +0530 (2009-10-28) | |
changeset 240 | 5a96cf81bdc5 |
parent 239 | 8953675dc056 |
child 242 | df0757e6a950 |
permissions | -rw-r--r-- |
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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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|
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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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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% |
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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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|
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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[Plotting with Python]{Python for Science and Engg: Plotting experimental data} |
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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[] {31, October 2009\\Day 1, Session 2} |
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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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\titlepage |
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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{Why we didn't close the IPython??} |
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\begin{itemize} |
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\item IPython provides a convenient feature |
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\item To go back, edit, and re-run commands |
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\item But when you close, this is lost |
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\end{itemize} |
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\end{frame} |
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\begin{frame} |
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\frametitle{But its impractical..} |
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\begin{itemize} |
188 | 138 |
\item We can't keep running IPython for days |
183 | 139 |
\item And its a pain to go back and edit |
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\end{itemize} |
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And the solution is..\\ |
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\begin{center} |
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\alert {\typ{Scripts!!}} |
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\end{center} |
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\end{frame} |
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183 | 147 |
\section{Scripts} |
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\begin{frame}[fragile] |
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\frametitle{Python Scripts} |
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\begin{itemize} |
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\item Put all commands used in review problem into a file. |
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\item use hist command of IPython. |
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\end{itemize} |
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\begin{lstlisting} |
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In []: %hist |
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In []: %hist -n |
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\end{lstlisting} |
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\end{frame} |
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\begin{frame} |
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\frametitle{Python Scripts\ldots} |
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\begin{itemize} |
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\item Open a new file in an \alert{editor} |
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\item Copy and paste required lines from the output of \typ{\%hist -n} |
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\item Save the file as \typ{sine_plot.py} |
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\end{itemize} |
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\begin{itemize} |
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\item run the file in IPython using \typ{\%run sine_plot.py}\\ |
151
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\end{itemize} |
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\end{frame} |
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|
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\begin{frame}[fragile] |
194 | 173 |
\frametitle{Why would I plot f(x)?} |
183 | 174 |
How often do we plot analytical functions?\\We plot experimental data more. |
179
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\begin{lstlisting} |
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In []: x = [0, 1, 2, 3] |
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In []: y = [7, 11, 15, 19] |
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In []: plot(x, y) |
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Out[]: [<matplotlib.lines.Line2D object at 0xa73aa8c>] |
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\end{lstlisting} |
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\end{frame} |
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\begin{frame}[fragile] |
194 | 186 |
\begin{figure} |
187 |
\includegraphics[width=3.5in]{data/straightline.png} |
|
188 |
\end{figure} |
|
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\alert{Is this what you have??} |
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\end{frame} |
191 |
||
192 |
\begin{frame}[fragile] |
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\frametitle{Plotting points} |
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\begin{itemize} |
183 | 195 |
\item What if we want to plot the points! |
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\end{itemize} |
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\begin{lstlisting} |
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In []: clf() |
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In []: plot(L, TSq, 'o') |
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Out[]: [<matplotlib.lines.Line2D object at 0xac17e0c>] |
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In []: clf() |
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In []: plot(L, TSq, '.') |
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Out[]: [<matplotlib.lines.Line2D object at 0xac17e0c>] |
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\end{lstlisting} |
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\end{frame} |
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\begin{frame}[fragile] |
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\begin{figure} |
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\includegraphics[width=2in]{data/stline_dots.png} |
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\includegraphics[width=2in]{data/stline_points.png} |
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\end{figure} |
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\end{frame} |
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|
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\begin{frame}[fragile] |
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\frametitle{Additional Plotting Attributes} |
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\begin{itemize} |
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\item \kwrd{'o'} - Dots |
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\item \kwrd{'.'} - Smaller Dots |
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\item \kwrd{'-'} - Lines |
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\item \kwrd{'- -'} - Dashed lines |
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\end{itemize} |
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\end{frame} |
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\section{Lists} |
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\begin{frame}[fragile] |
183 | 228 |
\frametitle{How to create the data?} |
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What are \typ{x} and \typ{y} here??\\ |
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\begin{center} |
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\alert{\typ{lists!!}} |
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\end{center} |
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\begin{lstlisting} |
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In []: mtlist = [] #Empty List |
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|
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In []: lst = [1,2,3,4,5] |
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\end{lstlisting} |
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\end{frame} |
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|
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\begin{frame}[fragile] |
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\frametitle{Accessing elements of a list} |
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\begin{lstlisting} |
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In []: lst[0]+lst[1]+lst[-1] |
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Out[]: 8 |
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\end{lstlisting} |
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\end{frame} |
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\begin{frame}[fragile] |
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\frametitle{List: Slicing} |
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\begin{block}{Remember\ldots} |
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\kwrd{In []: lst = [1,2,3,4,5]} |
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\end{block} |
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\alert{\typ{list[initial:final:step]}} |
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\begin{lstlisting} |
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In []: lst[1:3] # A slice. |
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Out[]: [2, 3] |
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In []: lst[1:-1] |
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Out[]: [2, 3] |
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\end{lstlisting} |
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\end{frame} |
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\begin{frame}[fragile] |
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\frametitle{List operations} |
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\begin{lstlisting} |
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In []: anthrlst = [6,7,8,9] |
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In []: lnglst = lst + anthrlst |
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In []: lnglst |
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Out[]: [1, 2, 3, 4, 5, 6, 7, 8, 9] |
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|
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In []: lst.append(6) |
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In []: lst |
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Out[]: [1, 2, 3, 4, 5, 6] |
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\end{lstlisting} |
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%\inctime{10} |
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\end{frame} |
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\section{Simple Pendulum} |
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\begin{frame}[fragile] |
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\frametitle{Simple Pendulum - L and T} |
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Let us look at the example of the Simple Pendulum experiment. |
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\begin{center} |
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\begin{small} |
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\begin{tabular}{| c | c | c |} |
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\hline |
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$L$ & $T$ & $T^2$ \\ \hline |
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0.1 & 0.6900 & \\ \hline |
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0.2 & 0.8989 & \\ \hline |
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0.3 & 1.1867 & \\ \hline |
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0.4 & 1.2991 & \\ \hline |
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0.5 & 1.4656 & \\ \hline |
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0.6 & 1.5843 & \\ \hline |
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0.7 & 1.7706 & \\ \hline |
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0.8 & 1.8296 & \\ \hline |
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0.9 & 1.9440 & \\ \hline |
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\end{tabular} |
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\end{small}\\ |
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\alert{$L \alpha T^2$} |
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\end{center} |
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\end{frame} |
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|
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\begin{frame}[fragile] |
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\frametitle{Lets use lists} |
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\begin{lstlisting} |
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In []: L = [0.1, 0.2, 0.3, 0.4, 0.5, |
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0.6, 0.7, 0.8, 0.9] |
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|
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In []: T = [0.69, 0.8989, 1.1867, |
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1.2991, 1.4656, 1.5843, 1.7706, 1.8296, 1.9440] |
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\end{lstlisting} |
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\end{frame} |
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|
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\begin{frame}[fragile] |
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\frametitle{Plotting $L$ vs $T^2$} |
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\begin{itemize} |
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\item We must square each of the values in T |
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\item How to do it? |
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\item We use a \kwrd{for} loop to iterate over T |
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\end{itemize} |
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\end{frame} |
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322 |
|
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\begin{frame}[fragile] |
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\frametitle{Plotting $L$ vs $T^2$} |
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\begin{lstlisting} |
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In []: TSq = [] |
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327 |
|
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In []: for t in T: |
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....: TSq.append(t*t) |
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330 |
|
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In []: plot(L, TSq) |
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Out[]: [<matplotlib.lines.Line2D object at 0xa5b05ac>] |
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\end{lstlisting} |
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This gives the list \kwrd{TSq} which is the list of squares of T values. |
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\end{frame} |
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|
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\begin{frame}[fragile] |
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\begin{figure} |
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\includegraphics[width=3.5in]{data/L-TSq-limited.png} |
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\end{figure} |
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\end{frame} |
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|
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\begin{frame}[fragile] |
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\frametitle{More of \texttt{for}} |
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\begin{itemize} |
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\item Used to iterate over lists |
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\item Let us look at another example. |
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\end{itemize} |
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\begin{lstlisting} |
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In []: lst = [1,2,3,4,5,6] |
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In []: for num in lst: |
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....: print num, num*num |
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....: |
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354 |
1 1 |
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355 |
2 4 |
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356 |
3 9 |
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357 |
4 16 |
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358 |
5 25 |
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359 |
6 36 |
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360 |
\end{lstlisting} |
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361 |
\end{frame} |
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362 |
|
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363 |
\begin{frame}[fragile] |
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364 |
\frametitle{What about larger data sets??} |
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365 |
\alert{Data is usually present in a file!} \\ |
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366 |
Lets look at the pendulum.txt file. |
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367 |
\begin{lstlisting} |
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368 |
$cat data/pendulum.txt |
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369 |
1.0000e-01 6.9004e-01 |
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370 |
1.1000e-01 6.9497e-01 |
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371 |
1.2000e-01 7.4252e-01 |
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372 |
1.3000e-01 7.5360e-01 |
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373 |
1.4000e-01 8.3568e-01 |
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374 |
1.5000e-01 8.6789e-01 |
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375 |
\end{lstlisting} |
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376 |
\ldots |
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377 |
\end{frame} |
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378 |
|
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379 |
\begin{frame}[fragile] |
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380 |
\frametitle{Reading pendulum.txt} |
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381 |
\begin{itemize} |
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382 |
\item We now wish to repeat the plot using the values from a file |
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383 |
\item Given a file containing L vs. T values |
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384 |
\item Column1 - L; Column2 - T |
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385 |
\item Read the file |
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386 |
\item Plot points for L vs. $T^2$ |
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387 |
\end{itemize} |
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|
388 |
\end{frame} |
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|
389 |
|
161
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390 |
\begin{frame}[fragile] |
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391 |
\frametitle{Reading pendulum.txt} |
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392 |
\begin{lstlisting} |
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393 |
In []: L = [] |
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394 |
In []: T = [] |
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395 |
In []: for line in open('pendulum.txt'): |
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396 |
.... points = line.split() |
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397 |
.... L.append(float(points[0])) |
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398 |
.... T.append(float(points[1])) |
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399 |
\end{lstlisting} |
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400 |
\begin{itemize} |
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|
401 |
\item We now have two lists L and T |
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402 |
\item Now, Repeat previous steps for plotting |
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|
403 |
\end{itemize} |
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|
404 |
\end{frame} |
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|
405 |
|
161
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406 |
\begin{frame}[fragile] |
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407 |
\frametitle{Plotting from pendulum.txt} |
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|
408 |
\begin{lstlisting} |
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|
409 |
In []: TSq = [] |
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|
410 |
|
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|
411 |
In []: for t in T: |
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412 |
....: TSq.append(t*t) |
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|
413 |
|
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414 |
In []: plot(L, TSq, '.') |
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|
415 |
\end{lstlisting} |
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|
416 |
\end{frame} |
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|
417 |
|
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|
418 |
\begin{frame}[fragile] |
198
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|
419 |
\begin{figure} |
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420 |
\includegraphics[width=3.5in]{data/L-Tsq.png} |
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|
421 |
\end{figure} |
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|
422 |
\end{frame} |
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|
423 |
|
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424 |
\begin{frame}[fragile] |
161
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425 |
\frametitle{Reading files \ldots} |
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|
426 |
\typ{In []: for line in open('pendulum.txt'):} |
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|
427 |
\begin{itemize} |
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|
428 |
\item opening file `pendulum.txt' |
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|
429 |
\item iterating through file using variable \typ{line} |
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|
430 |
\item \typ{line} is a \kwrd{string} variable |
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|
431 |
\end{itemize} |
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|
432 |
\end{frame} |
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|
433 |
|
193
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|
434 |
\section{Strings} |
161
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435 |
\begin{frame}[fragile] |
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|
436 |
\frametitle{Strings} |
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|
437 |
Anything within ``quotes'' is a string! |
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|
438 |
\begin{lstlisting} |
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|
439 |
' This is a string ' |
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|
440 |
" This too! " |
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|
441 |
""" This one too! """ |
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|
442 |
''' And one more! ''' |
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|
443 |
\end{lstlisting} |
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|
444 |
\end{frame} |
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|
445 |
|
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|
446 |
\begin{frame}[fragile] |
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|
447 |
\frametitle{Strings and \typ{split()}} |
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|
448 |
\begin{lstlisting} |
161
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|
449 |
In []: line = 'hello world' |
109
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|
450 |
|
163
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451 |
In []: line.split() |
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|
452 |
Out[]: ['hello', 'world'] |
109
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|
453 |
\end{lstlisting} |
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|
454 |
This is what happens with \typ{line} |
109
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|
455 |
\begin{lstlisting} |
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456 |
In []: line = '1.2000e-01 7.4252e-01' |
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|
457 |
|
161
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458 |
In []: line.split() |
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459 |
Out[]: ['1.2000e-01', '7.4252e-01'] |
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|
460 |
\end{lstlisting} |
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changeset
|
461 |
\end{frame} |
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|
462 |
|
161
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463 |
\begin{frame}[fragile] |
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\frametitle{Getting floats from strings} |
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\begin{lstlisting} |
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In []: type(points[0]) |
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Out[]: <type 'str'> |
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\end{lstlisting} |
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But, we need floating point numbers |
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\begin{lstlisting} |
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In []: t = float(point[0]) |
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|
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In []: type(t) |
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Out[]: <type 'float'> |
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\end{lstlisting} |
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\end{frame} |
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|
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\section {Summary} |
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\begin{frame} |
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\frametitle{Summary} |
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So what did we learn in this session?? |
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\begin{itemize} |
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\item Creating and running Python scripts |
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\item Plotting points and Plotting attributes |
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\item Lists |
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\item \kwrd{for} |
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\item Reading files |
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\item Strings |
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\end{itemize} |
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\end{frame} |
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|
109
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\end{document} |