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<!DOCTYPE html>
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<html>
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<head>
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<meta charset="utf-8" />
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<meta http-equiv="X-UA-Compatible" content="chrome=1">
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<meta name="apple-mobile-web-app-capable" content="yes" />
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<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent" />
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<link rel="stylesheet" href="reveal/css/reveal.css">
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<link rel="stylesheet" href="reveal/css/theme/default.css" id="theme">
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<!-- For syntax highlighting -->
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<link rel="stylesheet" href="reveal/lib/css/zenburn.css">
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<!-- If the query includes 'print-pdf', use the PDF print sheet -->
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<script>
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document.write( '<link rel="stylesheet" href="reveal/css/print/' + ( window.location.search.match( /print-pdf/gi ) ? 'pdf' : 'paper' ) + '.css" type="text/css" media="print">' );
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</script>
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<!--[if lt IE 9]>
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<script src="reveal/lib/js/html5shiv.js"></script>
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<![endif]-->
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<style type="text/css">
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/**
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* HTML5 ✰ Boilerplate
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*
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* style.css contains a reset, font normalization and some base styles.
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*
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* Credit is left where credit is due.
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* Much inspiration was taken from these projects:
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* - yui.yahooapis.com/2.8.1/build/base/base.css
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* - camendesign.com/design/
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* - praegnanz.de/weblog/htmlcssjs-kickstart
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*/
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/**
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* html5doctor.com Reset Stylesheet (Eric Meyer's Reset Reloaded + HTML5 baseline)
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* v1.6.1 2010-09-17 | Authors: Eric Meyer & Richard Clark
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* html5doctor.com/html-5-reset-stylesheet/
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*/
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html, body, div, span, object, iframe,
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h1, h2, h3, h4, h5, h6, p, blockquote, pre,
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abbr, address, cite, code, del, dfn, em, img, ins, kbd, q, samp,
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small, strong, sub, sup, var, b, i, dl, dt, dd, ol, ul, li,
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fieldset, form, label, legend,
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table, caption, tbody, tfoot, thead, tr, th, td,
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article, aside, canvas, details, figcaption, figure,
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footer, header, hgroup, menu, nav, section, summary,
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time, mark, audio, video {
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margin: 0;
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padding: 0;
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border: 0;
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font-size: 100%;
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font: inherit;
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vertical-align: baseline;
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}
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sup { vertical-align: super; }
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sub { vertical-align: sub; }
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article, aside, details, figcaption, figure,
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footer, header, hgroup, menu, nav, section {
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display: block;
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}
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blockquote, q { quotes: none; }
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blockquote:before, blockquote:after,
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q:before, q:after { content: ""; content: none; }
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ins { background-color: #ff9; color: #000; text-decoration: none; }
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mark { background-color: #ff9; color: #000; font-style: italic; font-weight: bold; }
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del { text-decoration: line-through; }
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abbr[title], dfn[title] { border-bottom: 1px dotted; cursor: help; }
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table { border-collapse: collapse; border-spacing: 0; }
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hr { display: block; height: 1px; border: 0; border-top: 1px solid #ccc; margin: 1em 0; padding: 0; }
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input, select { vertical-align: middle; }
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/**
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* Font normalization inspired by YUI Library's fonts.css: developer.yahoo.com/yui/
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*/
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body { font:13px/1.231 sans-serif; *font-size:small; } /* Hack retained to preserve specificity */
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select, input, textarea, button { font:99% sans-serif; }
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/* Normalize monospace sizing:
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en.wikipedia.org/wiki/MediaWiki_talk:Common.css/Archive_11#Teletype_style_fix_for_Chrome */
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pre, code, kbd, samp { font-family: monospace, sans-serif; }
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em,i { font-style: italic; }
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b,strong { font-weight: bold; }
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</style>
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<style type="text/css">
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/* Flexible box model classes */
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/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
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.hbox {
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display: -webkit-box;
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-webkit-box-orient: horizontal;
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-webkit-box-align: stretch;
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display: -moz-box;
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-moz-box-orient: horizontal;
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-moz-box-align: stretch;
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display: box;
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box-orient: horizontal;
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box-align: stretch;
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}
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.hbox > * {
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-webkit-box-flex: 0;
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-moz-box-flex: 0;
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box-flex: 0;
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}
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.vbox {
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display: -webkit-box;
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-webkit-box-orient: vertical;
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-webkit-box-align: stretch;
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display: -moz-box;
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-moz-box-orient: vertical;
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-moz-box-align: stretch;
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display: box;
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box-orient: vertical;
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box-align: stretch;
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}
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.vbox > * {
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-webkit-box-flex: 0;
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-moz-box-flex: 0;
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box-flex: 0;
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}
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.reverse {
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-webkit-box-direction: reverse;
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-moz-box-direction: reverse;
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box-direction: reverse;
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}
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.box-flex0 {
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-webkit-box-flex: 0;
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-moz-box-flex: 0;
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box-flex: 0;
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}
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.box-flex1, .box-flex {
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-webkit-box-flex: 1;
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-moz-box-flex: 1;
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box-flex: 1;
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}
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.box-flex2 {
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-webkit-box-flex: 2;
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-moz-box-flex: 2;
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box-flex: 2;
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}
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.box-group1 {
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-webkit-box-flex-group: 1;
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-moz-box-flex-group: 1;
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box-flex-group: 1;
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}
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.box-group2 {
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-webkit-box-flex-group: 2;
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-moz-box-flex-group: 2;
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box-flex-group: 2;
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}
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.start {
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-webkit-box-pack: start;
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-moz-box-pack: start;
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box-pack: start;
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}
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.end {
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-webkit-box-pack: end;
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-moz-box-pack: end;
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box-pack: end;
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}
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.center {
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-webkit-box-pack: center;
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-moz-box-pack: center;
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box-pack: center;
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}
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</style>
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<style type="text/css">
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/**
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* Primary styles
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*
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* Author: IPython Development Team
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*/
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body {
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overflow: hidden;
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}
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span#save_widget {
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padding: 5px;
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margin: 0px 0px 0px 300px;
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display:inline-block;
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}
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span#notebook_name {
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height: 1em;
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line-height: 1em;
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padding: 3px;
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border: none;
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font-size: 146.5%;
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}
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.ui-menubar-item .ui-button .ui-button-text {
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padding: 0.4em 1.0em;
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font-size: 100%;
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}
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.ui-menu {
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-moz-box-shadow: 0px 6px 10px -1px #adadad;
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-webkit-box-shadow: 0px 6px 10px -1px #adadad;
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box-shadow: 0px 6px 10px -1px #adadad;
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}
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.ui-menu .ui-menu-item a {
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border: 1px solid transparent;
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padding: 2px 1.6em;
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}
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.ui-menu .ui-menu-item a.ui-state-focus {
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margin: 0;
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}
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.ui-menu hr {
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margin: 0.3em 0;
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}
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#menubar_container {
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position: relative;
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}
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#notification {
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position: absolute;
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right: 3px;
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top: 3px;
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height: 25px;
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padding: 3px 6px;
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z-index: 10;
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}
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#toolbar {
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padding: 3px 15px;
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}
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#cell_type {
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font-size: 85%;
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}
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div#main_app {
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width: 100%;
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position: relative;
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}
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span#quick_help_area {
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position: static;
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padding: 5px 0px;
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margin: 0px 0px 0px 0px;
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}
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.help_string {
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float: right;
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width: 170px;
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padding: 0px 5px;
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text-align: left;
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font-size: 85%;
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}
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.help_string_label {
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float: right;
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font-size: 85%;
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}
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div#notebook_panel {
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margin: 0px 0px 0px 0px;
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padding: 0px;
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}
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div#notebook {
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overflow-y: scroll;
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overflow-x: auto;
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width: 100%;
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/* This spaces the cell away from the edge of the notebook area */
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padding: 5px 5px 15px 5px;
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margin: 0px;
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background-color: white;
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}
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div#pager_splitter {
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height: 8px;
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}
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div#pager {
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padding: 15px;
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overflow: auto;
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display: none;
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}
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div.ui-widget-content {
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border: 1px solid #aaa;
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outline: none;
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}
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.cell {
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border: 1px solid transparent;
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}
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div.cell {
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width: 100%;
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padding: 5px 5px 5px 0px;
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/* This acts as a spacer between cells, that is outside the border */
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margin: 2px 0px 2px 0px;
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}
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div.code_cell {
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background-color: white;
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}
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/* any special styling for code cells that are currently running goes here */
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div.code_cell.running {
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}
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div.prompt {
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/* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
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width: 11ex;
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/* This 0.4em is tuned to match the padding on the CodeMirror editor. */
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padding: 0.4em;
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margin: 0px;
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font-family: monospace;
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text-align:right;
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}
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div.input {
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page-break-inside: avoid;
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}
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/* input_area and input_prompt must match in top border and margin for alignment */
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div.input_area {
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color: black;
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border: 1px solid #ddd;
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border-radius: 3px;
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background: #f7f7f7;
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}
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div.input_prompt {
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color: navy;
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border-top: 1px solid transparent;
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}
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div.output_wrapper {
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/* This is a spacer between the input and output of each cell */
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margin-top: 5px;
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margin-left: 5px;
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/* FF needs explicit width to stretch */
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width: 100%;
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/* this position must be relative to enable descendents to be absolute within it */
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position: relative;
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}
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/* class for the output area when it should be height-limited */
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div.output_scroll {
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/* ideally, this would be max-height, but FF barfs all over that */
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height: 24em;
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/* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
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width: 100%;
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overflow: auto;
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border-radius: 3px;
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|
box-shadow: inset 0 2px 8px rgba(0, 0, 0, .8);
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}
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|
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|
/* output div while it is collapsed */
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|
div.output_collapsed {
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|
margin-right: 5px;
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}
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div.out_prompt_overlay {
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|
height: 100%;
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|
padding: 0px;
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|
|
position: absolute;
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|
border-radius: 3px;
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|
}
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|
|
|
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|
div.out_prompt_overlay:hover {
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|
|
/* use inner shadow to get border that is computed the same on WebKit/FF */
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|
|
box-shadow: inset 0 0 1px #000;
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|
|
background: rgba(240, 240, 240, 0.5);
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|
}
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|
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div.output_prompt {
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|
|
color: darkred;
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|
|
/* 5px right shift to account for margin in parent container */
|
|
|
margin: 0 5px 0 -5px;
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|
|
}
|
|
|
|
|
|
/* This class is the outer container of all output sections. */
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|
|
div.output_area {
|
|
|
padding: 0px;
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|
|
page-break-inside: avoid;
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|
|
}
|
|
|
|
|
|
/* This class is for the output subarea inside the output_area and after
|
|
|
the prompt div. */
|
|
|
div.output_subarea {
|
|
|
padding: 0.4em 0.4em 0.4em 0.4em;
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|
|
}
|
|
|
|
|
|
/* The rest of the output_* classes are for special styling of the different
|
|
|
output types */
|
|
|
|
|
|
/* all text output has this class: */
|
|
|
div.output_text {
|
|
|
text-align: left;
|
|
|
color: black;
|
|
|
font-family: monospace;
|
|
|
}
|
|
|
|
|
|
/* stdout/stderr are 'text' as well as 'stream', but pyout/pyerr are *not* streams */
|
|
|
div.output_stream {
|
|
|
padding-top: 0.0em;
|
|
|
padding-bottom: 0.0em;
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|
|
}
|
|
|
div.output_stdout {
|
|
|
}
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|
|
div.output_stderr {
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|
|
background: #fdd; /* very light red background for stderr */
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|
|
}
|
|
|
|
|
|
div.output_latex {
|
|
|
text-align: left;
|
|
|
color: black;
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|
|
}
|
|
|
|
|
|
div.output_html {
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|
|
}
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|
|
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|
div.output_png {
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|
|
}
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|
|
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|
|
div.output_jpeg {
|
|
|
}
|
|
|
|
|
|
div.text_cell {
|
|
|
background-color: white;
|
|
|
padding: 5px 5px 5px 5px;
|
|
|
}
|
|
|
|
|
|
div.text_cell_input {
|
|
|
color: black;
|
|
|
border: 1px solid #ddd;
|
|
|
border-radius: 3px;
|
|
|
background: #f7f7f7;
|
|
|
}
|
|
|
|
|
|
div.text_cell_render {
|
|
|
font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;
|
|
|
outline: none;
|
|
|
resize: none;
|
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width: inherit;
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border-style: none;
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padding: 5px;
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color: black;
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}
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/* The following gets added to the <head> if it is detected that the user has a
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* monospace font with inconsistent normal/bold/italic height. See
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* notebookmain.js. Such fonts will have keywords vertically offset with
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* respect to the rest of the text. The user should select a better font.
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* See: https://github.com/ipython/ipython/issues/1503
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*
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* .CodeMirror span {
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* vertical-align: bottom;
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* }
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*/
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.CodeMirror {
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line-height: 1.231; /* Changed from 1em to our global default */
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}
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.CodeMirror-scroll {
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height: auto; /* Changed to auto to autogrow */
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/* The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
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/* We have found that if it is visible, vertical scrollbars appear with font size changes.*/
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overflow-y: hidden;
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/* CSS font colors for translated ANSI colors. */
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}
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.completions select {
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background: white;
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outline: none;
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option.context {
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option.introspection {
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background-color: #EBF4EB;
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}
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/*fixed part of the completion*/
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.completions p {
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background: #DDF;
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/*outline: none;
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padding: 0px;*/
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border-bottom: black solid 1px;
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pre.dialog {
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p.dialog {
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}
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/* Word-wrap output correctly. This is the CSS3 spelling, though Firefox seems
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to not honor it correctly. Webkit browsers (Chrome, rekonq, Safari) do.
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*/
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pre, code, kbd, samp { white-space: pre-wrap; }
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#fonttest {
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.rendered_html ol ol {list-style:upper-alpha; margin: 0em 2em;}
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.rendered_html ol ol ol {list-style:decimal; margin: 0em 2em;}
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.rendered_html ol ol ol ol {list-style:lower-alpha; margin 0em 2em;}
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.rendered_html ol ol ol ol ol {list-style:lower-roman; 0em 2em;}
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.rendered_html hr {
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color: black;
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background-color: black;
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}
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.rendered_html pre {
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margin: 1em 2em;
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margin: 1em 2em;
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}
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.rendered_html table {
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border: 1px solid black;
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border-collapse: collapse;
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margin: 1em 2em;
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}
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.rendered_html td {
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border: 1px solid black;
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text-align: left;
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vertical-align: middle;
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padding: 4px;
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}
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.rendered_html th {
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border: 1px solid black;
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text-align: left;
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vertical-align: middle;
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padding: 4px;
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font-weight: bold;
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}
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.rendered_html tr {
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border: 1px solid black;
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}
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.rendered_html p + p {
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margin-top: 1em;
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}
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</style>
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<style type="text/css">
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/* Overrides of notebook CSS for static HTML export
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*/
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.reveal {
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font-size: 20px;
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}
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.reveal pre {
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width: 100%;
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padding: 0.2em;
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margin: 0px auto;
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font-size: 0.8em;
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box-shadow: 0px 0px 0px rgba(0, 0, 0, 0);
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}
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div.prompt {
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width: 11ex;
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padding: 0.0em;
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margin: 0px;
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font-family: monospace;
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}
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div.output_subarea {
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padding: 0.0em 0.0em 0.0em 0.0em;
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}
|
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|
div.output_prompt {
|
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|
/* 5px right shift to account for margin in parent container */
|
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|
margin: 0 5px 0 -5px;
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}
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</style>
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<meta charset="UTF-8">
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<style type="text/css">
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.highlight .hll { background-color: #ffffcc }
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.highlight { background: #f8f8f8; }
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.highlight .c { color: #408080; font-style: italic } /* Comment */
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.highlight .err { border: 1px solid #FF0000 } /* Error */
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.highlight .k { color: #008000; font-weight: bold } /* Keyword */
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.highlight .o { color: #666666 } /* Operator */
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.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
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.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
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.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
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.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
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.highlight .gd { color: #A00000 } /* Generic.Deleted */
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.highlight .ge { font-style: italic } /* Generic.Emph */
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.highlight .gr { color: #FF0000 } /* Generic.Error */
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.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
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.highlight .gi { color: #00A000 } /* Generic.Inserted */
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.highlight .go { color: #808080 } /* Generic.Output */
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.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
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.highlight .gs { font-weight: bold } /* Generic.Strong */
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.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
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.highlight .gt { color: #0040D0 } /* Generic.Traceback */
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.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
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.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
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.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
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.highlight .kp { color: #008000 } /* Keyword.Pseudo */
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.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
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.highlight .kt { color: #B00040 } /* Keyword.Type */
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.highlight .m { color: #666666 } /* Literal.Number */
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.highlight .s { color: #BA2121 } /* Literal.String */
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.highlight .na { color: #7D9029 } /* Name.Attribute */
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.highlight .nb { color: #008000 } /* Name.Builtin */
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.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
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.highlight .no { color: #880000 } /* Name.Constant */
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.highlight .nd { color: #AA22FF } /* Name.Decorator */
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.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
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.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
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.highlight .nf { color: #0000FF } /* Name.Function */
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.highlight .nl { color: #A0A000 } /* Name.Label */
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.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
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.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
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.highlight .nv { color: #19177C } /* Name.Variable */
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.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
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.highlight .w { color: #bbbbbb } /* Text.Whitespace */
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.highlight .mf { color: #666666 } /* Literal.Number.Float */
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.highlight .mh { color: #666666 } /* Literal.Number.Hex */
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.highlight .mi { color: #666666 } /* Literal.Number.Integer */
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.highlight .mo { color: #666666 } /* Literal.Number.Oct */
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.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
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.highlight .sc { color: #BA2121 } /* Literal.String.Char */
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.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
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.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
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.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
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.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
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.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
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.highlight .sx { color: #008000 } /* Literal.String.Other */
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.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
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.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
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.highlight .ss { color: #19177C } /* Literal.String.Symbol */
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.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
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.highlight .vc { color: #19177C } /* Name.Variable.Class */
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.highlight .vg { color: #19177C } /* Name.Variable.Global */
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.highlight .vi { color: #19177C } /* Name.Variable.Instance */
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|
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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|
|
</style>
|
|
|
</head>
|
|
|
<body>
|
|
|
<div class="reveal"><div class="slides">
|
|
|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<h1>A brief tour of the IPython notebook</h1>
|
|
|
<p>This document will give you a brief tour of the capabilities of the IPython notebook.<br />
|
|
|
You can view its contents by scrolling around, or execute each cell by typing <code>Shift-Enter</code>.
|
|
|
After you conclude this brief high-level tour, you should read the accompanying notebook
|
|
|
titled <code>01_notebook_introduction</code>, which takes a more step-by-step approach to the features of the
|
|
|
system.<br />
|
|
|
</p>
|
|
|
<p>The rest of the notebooks in this directory illustrate various other aspects and
|
|
|
capabilities of the IPython notebook; some of them may require additional libraries to be executed.</p>
|
|
|
</div>
|
|
|
<aside class="notes">
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p><strong>NOTE:</strong> This notebook <em>must</em> be run from its own directory, so you must <code>cd</code>
|
|
|
to this directory and then start the notebook, but do <em>not</em> use the <code>--notebook-dir</code>
|
|
|
option to run it from another location.</p>
|
|
|
<p>The first thing you need to know is that you are still controlling the same old IPython you're used to,
|
|
|
so things like shell aliases and magic commands still work:</p>
|
|
|
</div>
|
|
|
</aside>
|
|
|
</section>
|
|
|
<section>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [1]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="n">pwd</span>
|
|
|
</pre></div>
|
|
|
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="vbox output_wrapper">
|
|
|
<div class="output vbox">
|
|
|
<div class="hbox output_area">
|
|
|
<div class="prompt output_prompt">Out[1]:</div>
|
|
|
<div class="output_subarea output_pyout">
|
|
|
<pre>u'/Users/minrk/dev/ip/mine/docs/examples/notebooks'</pre>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [2]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="n">ls</span>
|
|
|
</pre></div>
|
|
|
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="vbox output_wrapper">
|
|
|
<div class="output vbox">
|
|
|
<div class="hbox output_area">
|
|
|
<div class="prompt output_prompt"></div>
|
|
|
<div class="output_subarea output_stream output_stdout">
|
|
|
<pre>00_notebook_tour.ipynb callbacks.ipynb python-logo.svg
|
|
|
01_notebook_introduction.ipynb cython_extension.ipynb rmagic_extension.ipynb
|
|
|
Animations_and_Progress.ipynb display_protocol.ipynb sympy.ipynb
|
|
|
Capturing Output.ipynb formatting.ipynb sympy_quantum_computing.ipynb
|
|
|
Script Magics.ipynb octavemagic_extension.ipynb trapezoid_rule.ipynb
|
|
|
animation.m4v progbar.ipynb
|
|
|
</pre>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [3]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="n">message</span> <span class="o">=</span> <span class="s">'The IPython notebook is great!'</span>
|
|
|
<span class="c"># note: the echo command does not run on Windows, it's a unix command.</span>
|
|
|
<span class="o">!</span><span class="nb">echo</span> <span class="nv">$message</span>
|
|
|
</pre></div>
|
|
|
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="vbox output_wrapper">
|
|
|
<div class="output vbox">
|
|
|
<div class="hbox output_area">
|
|
|
<div class="prompt output_prompt"></div>
|
|
|
<div class="output_subarea output_stream output_stdout">
|
|
|
<pre>The IPython notebook is great!
|
|
|
</pre>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</section>
|
|
|
<section>
|
|
|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<h2>
|
|
|
Plots with matplotlib
|
|
|
</h2>
|
|
|
</div>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p>IPython adds an 'inline' matplotlib backend,
|
|
|
which embeds any matplotlib figures into the notebook.</p>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [4]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="o">%</span><span class="k">pylab</span> <span class="n">inline</span>
|
|
|
</pre></div>
|
|
|
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="vbox output_wrapper">
|
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt"></div>
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<div class="output_subarea output_stream output_stdout">
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<pre>
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Welcome to pylab, a matplotlib-based Python environment [backend: module://IPython.zmq.pylab.backend_inline].
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For more information, type 'help(pylab)'.
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</pre>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [5]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="n">x</span> <span class="o">=</span> <span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">3</span><span class="o">*</span><span class="n">pi</span><span class="p">,</span> <span class="mi">500</span><span class="p">)</span>
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<span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sin</span><span class="p">(</span><span class="n">x</span><span class="o">**</span><span class="mi">2</span><span class="p">))</span>
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<span class="n">title</span><span class="p">(</span><span class="s">'A simple chirp'</span><span class="p">);</span>
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</pre></div>
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f9TTiQw7d+60EomEtXDhQmvRokXWokWLrOeffz7qaUWKuro665prrol6GpHj7bffthYvXmydd955
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1nXXXWe1tbVFPaXIsH79+qGUzdtvv93q6+uLekqhYdWqVVZxcbGVnZ1tlZWVWT/5yU+sU6dOWZdf
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fjlXymbCsoxxamBgYDBWYNIjDAwMDMYQDOkbGBgYjCEY0jcwMDAYQzCkb2BgYDCGYEjfwMDAYAzB
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kL6BgYHBGML/B3suibfww4xPAAAAAElFTkSuQmCC
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"></img>
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</div>
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</div>
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</div>
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</div>
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</div>
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</section><section>
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<div class="text_cell_render border-box-sizing rendered_html">
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<p>You can paste blocks of input with prompt markers, such as those from
|
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|
<a href="http://docs.python.org/tutorial/interpreter.html#interactive-mode">the official Python tutorial</a></p>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [6]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="o">>>></span> <span class="n">the_world_is_flat</span> <span class="o">=</span> <span class="mi">1</span>
|
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<span class="o">>>></span> <span class="k">if</span> <span class="n">the_world_is_flat</span><span class="p">:</span>
|
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<span class="o">...</span> <span class="k">print</span> <span class="s">"Be careful not to fall off!"</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt"></div>
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<div class="output_subarea output_stream output_stdout">
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<pre>Be careful not to fall off!
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</pre>
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</div>
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</div>
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</div>
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</div>
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</div>
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</section><section>
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<div class="text_cell_render border-box-sizing rendered_html">
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<p>Errors are shown in informative ways:</p>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [7]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="o">%</span><span class="k">run</span> <span class="n">non_existent_file</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt"></div>
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<div class="output_subarea output_stream output_stderr">
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<pre>ERROR: File `u'non_existent_file.py'` not found.</pre>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [8]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="n">x</span> <span class="o">=</span> <span class="mi">1</span>
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<span class="n">y</span> <span class="o">=</span> <span class="mi">4</span>
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|
<span class="n">z</span> <span class="o">=</span> <span class="n">y</span><span class="o">/</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="n">x</span><span class="p">)</span>
|
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
|
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|
<div class="hbox output_area">
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<div class="prompt output_prompt"></div>
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<div class="output_subarea output_pyerr">
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<pre><span class="ansired">---------------------------------------------------------------------------</span>
|
|
|
<span class="ansired">ZeroDivisionError</span> Traceback (most recent call last)
|
|
|
<span class="ansigreen"><ipython-input-8-dc39888fd1d2></span> in <span class="ansicyan"><module></span><span class="ansiblue">()</span>
|
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<span class="ansigreen"> 1</span> x <span class="ansiyellow">=</span> <span class="ansicyan">1</span><span class="ansiyellow"></span>
|
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<span class="ansigreen"> 2</span> y <span class="ansiyellow">=</span> <span class="ansicyan">4</span><span class="ansiyellow"></span>
|
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|
<span class="ansigreen">----> 3</span><span class="ansiyellow"> </span>z <span class="ansiyellow">=</span> y<span class="ansiyellow">/</span><span class="ansiyellow">(</span><span class="ansicyan">1</span><span class="ansiyellow">-</span>x<span class="ansiyellow">)</span><span class="ansiyellow"></span>
|
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|
|
<span class="ansired">ZeroDivisionError</span>: integer division or modulo by zero</pre>
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|
</div>
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|
</div>
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|
</div>
|
|
|
</div>
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|
</div>
|
|
|
</section><section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p>When IPython needs to display additional information (such as providing details on an object via <code>x?</code>
|
|
|
it will automatically invoke a pager at the bottom of the screen:</p>
|
|
|
</div>
|
|
|
<div class="fragment" class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [18]:</div>
|
|
|
<div class="input_area box-flex1">
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|
<div class="highlight"><pre><span class="n">magic</span>
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|
</pre></div>
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|
</div>
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|
</div>
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|
</div>
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|
</section>
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</section>
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|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<h2>Non-blocking output of kernel</h2>
|
|
|
<p>If you execute the next cell, you will see the output arriving as it is generated, not all at the end.</p>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
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|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [19]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="kn">import</span> <span class="nn">time</span><span class="o">,</span> <span class="nn">sys</span>
|
|
|
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">8</span><span class="p">):</span>
|
|
|
<span class="k">print</span> <span class="n">i</span><span class="p">,</span>
|
|
|
<span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mf">0.5</span><span class="p">)</span>
|
|
|
</pre></div>
|
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|
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|
|
</div>
|
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|
</div>
|
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|
<div class="vbox output_wrapper">
|
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<div class="output vbox">
|
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|
<div class="hbox output_area">
|
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|
<div class="prompt output_prompt"></div>
|
|
|
<div class="output_subarea output_stream output_stdout">
|
|
|
<pre>0 1 2 3 4 5 6 7
|
|
|
</pre>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</section>
|
|
|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<h2>Clean crash and restart</h2>
|
|
|
<p>We call the low-level system libc.time routine with the wrong argument via
|
|
|
ctypes to segfault the Python interpreter:</p>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [*]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="kn">import</span> <span class="nn">sys</span>
|
|
|
<span class="kn">from</span> <span class="nn">ctypes</span> <span class="kn">import</span> <span class="n">CDLL</span>
|
|
|
<span class="c"># This will crash a Linux or Mac system; equivalent calls can be made on Windows</span>
|
|
|
<span class="n">dll</span> <span class="o">=</span> <span class="s">'dylib'</span> <span class="k">if</span> <span class="n">sys</span><span class="o">.</span><span class="n">platform</span> <span class="o">==</span> <span class="s">'darwin'</span> <span class="k">else</span> <span class="s">'.so.6'</span>
|
|
|
<span class="n">libc</span> <span class="o">=</span> <span class="n">CDLL</span><span class="p">(</span><span class="s">"libc.</span><span class="si">%s</span><span class="s">"</span> <span class="o">%</span> <span class="n">dll</span><span class="p">)</span>
|
|
|
<span class="n">libc</span><span class="o">.</span><span class="n">time</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="c"># BOOM!!</span>
|
|
|
</pre></div>
|
|
|
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</section>
|
|
|
<section>
|
|
|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<h2>Markdown cells can contain formatted text and code</h2>
|
|
|
<p>You can <em>italicize</em>, <strong>boldface</strong></p>
|
|
|
<ul>
|
|
|
<li>build</li>
|
|
|
<li>lists</li>
|
|
|
</ul>
|
|
|
<p>and embed code meant for illustration instead of execution in Python:</p>
|
|
|
<pre><code>def f(x):
|
|
|
"""a docstring"""
|
|
|
return x**2
|
|
|
</code></pre>
|
|
|
<p>or other languages:</p>
|
|
|
<pre><code>if (i=0; i<n; i++) {
|
|
|
printf("hello %d\n", i);
|
|
|
x += 4;
|
|
|
}
|
|
|
</code></pre>
|
|
|
</div>
|
|
|
</section><section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p>Courtesy of MathJax, you can include mathematical expressions both inline:
|
|
|
$e^{i\pi} + 1 = 0$ and displayed:</p>
|
|
|
<p>$$e^x=\sum_{i=0}^\infty \frac{1}{i!}x^i$$</p>
|
|
|
</div>
|
|
|
</section>
|
|
|
</section>
|
|
|
<section>
|
|
|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<h2>Rich displays: include anyting a browser can show</h2>
|
|
|
<p>Note that we have an actual protocol for this, see the <code>display_protocol</code> notebook for further details.</p>
|
|
|
<h3>Images</h3>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [1]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">Image</span>
|
|
|
<span class="n">Image</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="s">'../../source/_static/logo.png'</span><span class="p">)</span>
|
|
|
</pre></div>
|
|
|
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="vbox output_wrapper">
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|
<div class="output vbox">
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|
<div class="hbox output_area">
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|
<div class="prompt output_prompt">Out[1]:</div>
|
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|
<div class="output_subarea output_pyout">
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<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAggAAABDCAYAAAD5/P3lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz
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AAAH3AAAB9wBYvxo6AAAABl0RVh0U29mdHdhcmUAd3d3Lmlua3NjYXBlLm9yZ5vuPBoAACAASURB
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VHic7Z15uBxF1bjfugkJhCWBsCSAJGACNg4QCI3RT1lEAVE+UEBNOmwCDcjHT1wQgU+WD3dFxA1o
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CAikAZFFVlnCjizpsCUjHQjBIAkQlpCFJGS79fvjdGf69vTsc2fuza33eeaZmeqq6jM9vZw6dc4p
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BUwC+tE+fqW1fqmRDpRSHjCggS40sBxYDCxKvL8KzNBaL21EPoPB0DPIWVY/4NlE0ffzYfhgu+Qx
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GHoy/YFjaK+CcB3QkIIAHAWs3wRZsuhUSs0CXgQeBm7UWi/spn0Z+jA5yxpEfYruqnwYllRic5a1
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MaWv8U5gaT4M19Sx396IAnZLfB/SLkEMhp5O/3YL0AvoAHaKXl8HLlZK3QZcpbWe0lbJDOsaHuDU
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0e4u4JAy2wPk/C1JzrKWArOQ0fUtwH35MOysQxaDwbCO0NFuAXoh6wPjgQeUUvcqpUa0WyCDoQls
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CIwBjgfuAV7KWdY+7RWpmJxlXZezrEdylvXxdstiMKzrGAtCYxwI/EspdZbW+g/tFsbQ67kQuBHY
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FNgseh9FV6vCbUAeWBC9PgBeq2EfS6J2MQOBrRDTe5KdgAdzlvW1fBjeUUP/3UbOsoYBE6OvG7VT
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FoOhL9Af+BUwFLkZpV+DaY6V4UPkRpb1+ncT+m8nGwK/V0oN01qf025hDL2XfBi+DLycLMtZVo6u
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CsKfGnSq8/NheEpqHwOBEcDBwJnAsGhTP2ByzrJG5cPwnQb22Sy+0G4BDIa+RH+t9dmlNiqlFKIk
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JJWGi+jq5JPmq8BbJJQArfXqpkncczlbKbVQa/3rdgtiMNRCPgxXAK8Ar+Qs63LgXmDvaPPGwPeA
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H7VJvCRfbLcABkNfouwUg9ZaAwuj178BlFLvVejzgR4WFviM1npcuQpKqf6IyXIjxLS7GzAWuUnu
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XsO+fqWUellr3ZBJdq/jr9+BDn1uve07O9Rz0y6f8PtGZGgWe53oT6SBkZ/q1/nHZy47aloTRTKU
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IR+Gy3OWNR6Zxtg0Kv4KRkEwGPocxgcBiCwcsSI0F5iOhF+ilPok8C3gVGS+thK/VErdrbWuO2ys
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s/+aLZTuOKbe9krrIUCPUBB0B+PQ1P1bdKe6EzAKQgvJh+GbOct6gkJkxM45y+qXDIWMHBhjBWJe
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PgyDWvaRs6zPIVObAG/nw/DpEvUGAp8E9gGGJzbtl7Os7cvs4skqp0V0Yl8jgcOBjyMDhbmIZeWl
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fBg+UUVfReQsayhwELAnsAXi6/E28BxwTz4MP6iyn92RaSCA+/NhuCwqXx9R4MYhU0MfRTK/AjyW
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D8MFGd0ZDFVhFIQKaK3/BXxfKXUlklTq0xWafAI4Driyu2UzGLqRlygoCArYHJif2H4gcFb0+Z2c
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ZW2bD8NV1XScs6yNgH8g/jsAPwCeTmzfFPgjYsnbiez71MUVdnMQcF8V4nyUs6whwB8QX4+0s2Ys
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0yPAt/NhGFbRZ/wbzgO+DaxXotqqnGX9GbigCkXhf5CBCsDngYdzljURGQhsWqLN+znL+iFwdT4M
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dYk6BkNJTJhjlWitQ2Bf4P4qqv848t8wGHor6Yd9+ruHJFkC2BI4rIa+D6egHKwmstYlGAxMQCwH
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rRjEPI5ER5S7ZvcFXsxZ1phKneUsawSi8HyH0soB0bbvAM9Ebaplt5xlnYkct1LKAYiFZhJwSQ19
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GwxrMRaEGtBar1RKfRX4JxIzXortou3PN1mE+YgJsSwaeoLHOQCqUy3QSr9eqZ6G/gq2aYVMhqrY
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OfF5FeJwvJZ8GM7JWdY/gC9HRS7wtyr7Pjrx+e6MqYC3KLbU7Qhck/h+FJIKvRRVjfSREXicU8EH
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pgAvIIqLBZwGfC7avl5Uf29KkLOsTZCMq8npj9sQx89no37HIlaAODplNPBIzrJ2z4dhNVlaT0HC
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XwFmIkrAC4if2PaIz8/3KCgn385Z1pX5MJxeRd8Gw1qMglAjWutlSqnTgUcqVP0SzVYQtP5mcMXE
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SvvtUUy9YsK5QEWHy7EnTB6lOtSsFohkqEDOsgYAdqJoagkT9Z8pKAj75yzr4/kwnF2h748ho/GY
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q9J1oqiKLj4JOctKK8Yz8mH4Yrl9VcnHkXVYTsyHoZ8WJWdZNyPThbF5/3M5yzowH4alpi9+T0E5
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WA18Nx+Gf0zVeRG4KmdZ90R9bwCMRKwyX69C5h2j91uA4/JhuCSxbTYwJWdZtwNPIFbifsAFSISZ
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wVA1ZoqhDrTWjyIjjXIc3ApZDIZu4ELgY4nvt5Wody8wJ/qsgBOr6HsihfvOfCRrY7v5dYZyAECk
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GP0ISEZmZYZ55yxrB8SyEXNxhnKQ7Pt64H8TRUfmLGuXKmWeC4xPKQfJvp9CLCJlZTYYymEUhPq5
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tcL2XVsihcHQJHKWtU3Osi5GnAZj5iKWgiKitRouTxQdl7OscnPu0HV64dp8GLY7R8pyxEGxJPkw
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fBcZ9ceUSvN8IoV76upK/UZcgawcG3NKqYopfleFU+gDic/b5SzLWIwNNWFOmPqp5CG9sVJqPa11
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VZ7dBkOL2D1nWcmcBkOR8MFtgM/QdTXJZcCR+TBcXqa/SYj5egAFZ8VMX4ScZe2FRPnEXF2z9M3n
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3nwYVsrtAmK6/0z0uVR4ZXLtivvzYfhGpU7zYbgkZ1k3ACdHRQdWIQsUO3ZmkUzB3Q/xjaolLbeh
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j2MUhDrRWr+mlFpJ+eV5hyIxz4YWs98Fj/Rf8uZbozo0/ZYt7D8rf9ORK9stUw/hU9GrEnMAp1R+
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gph8GL4bzdNPiIpOorSzYtJ68FS1IYPdTLWp3hcnPm+Q3pizrA7E+TCmFn+aZN0dcpY1LB+G5e4b
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y6rM8bA49X39GmQyGMwUQ4NUGnkMrbDd0A3sdeLk4z6cN+89pTtDTWd+gyErF+7pTv5eu+XqJbyK
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TDHsmg/DJ6tsc2ni8+dzljUqXSGaevhmoqjIObFNVBzlV8kQug4W5tbQNl13WGatAv+poW+DoW6M
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</div>
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</div>
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</div>
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</section><section>
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|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p>An image can also be displayed from raw data or a url</p>
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|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [2]:</div>
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<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="n">Image</span><span class="p">(</span><span class="n">url</span><span class="o">=</span><span class="s">'http://python.org/images/python-logo.gif'</span><span class="p">)</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
|
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|
<div class="output vbox">
|
|
|
<div class="hbox output_area">
|
|
|
<div class="prompt output_prompt">Out[2]:</div>
|
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|
<div class="output_subarea output_pyout output_html rendered_html">
|
|
|
<img src="http://python.org/images/python-logo.gif" />
|
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</div>
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</div>
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</div>
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</div>
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</div>
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</section>
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</section>
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<section>
|
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|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
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|
<h4>Embedded vs Non-embedded Images</h4>
|
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|
</div>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p>As of IPython 0.13, images are embedded by default for compatibility with QtConsole, and the ability to still be displayed offline.</p>
|
|
|
<p>Let's look at the differences:</p>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [4]:</div>
|
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<div class="input_area box-flex1">
|
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|
<div class="highlight"><pre><span class="c"># by default Image data are embedded</span>
|
|
|
<span class="n">Embed</span> <span class="o">=</span> <span class="n">Image</span><span class="p">(</span> <span class="s">'http://scienceview.berkeley.edu/view/images/newview.jpg'</span><span class="p">)</span>
|
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|
<span class="c"># if kwarg `url` is given, the embedding is assumed to be false</span>
|
|
|
<span class="n">SoftLinked</span> <span class="o">=</span> <span class="n">Image</span><span class="p">(</span><span class="n">url</span><span class="o">=</span><span class="s">'http://scienceview.berkeley.edu/view/images/newview.jpg'</span><span class="p">)</span>
|
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|
|
<span class="c"># In each case, embed can be specified explicitly with the `embed` kwarg</span>
|
|
|
<span class="c"># ForceEmbed = Image(url='http://scienceview.berkeley.edu/view/images/newview.jpg', embed=True)</span>
|
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|
</pre></div>
|
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|
</div>
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|
</div>
|
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|
</div>
|
|
|
</section><section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p>Today's image from a webcam at Berkeley, (at the time I created this notebook). This should also work in the Qtconsole.
|
|
|
Drawback is that the saved notebook will be larger, but the image will still be present offline.</p>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [5]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="n">Embed</span>
|
|
|
</pre></div>
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|
</div>
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</div>
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<div class="vbox output_wrapper">
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|
<div class="output vbox">
|
|
|
<div class="hbox output_area">
|
|
|
<div class="prompt output_prompt">Out[5]:</div>
|
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|
<div class="output_subarea output_pyout">
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<img src="data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAtAC0AAD//gAdQ29weXJpZ2h0IDIwMTIgVS5DLiBSZWdlbnRz/+Ef/kV4
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AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
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0Chgs3rz54rQkULFJGQho2yrA4yffFHZCy4+XnjAl2llyACOxz3zWcw27RNsJDnsTSNpENenxBJI
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0kRRliZCCQ7D/O9a7RlCtdujDwlymSRxkDnsB+v61W4l8aSZioVxnuBxV0LHaefwghQ7R555/wAx
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QK78YYAd93p7UWiAPhvG6A7kI4U9vvn9KO+JY9uAhOTjyPsMUewRd4IKqTknv5/etiXCiJRiPcMg
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8d/esyRKBGy7lZ5Crn+bb3X/AH866sLeOpXAkBxyByPvXOQZYlxjJaNhuOwgcVzrqZ5mjj2bWbjO
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Pxev51IrdlRstVKqjBxgnBVT/Q1L1JZokhUBcfWrYwWb0pauy2ci4VSY2nKgocHdSTRTMVb6ufMD
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LarEyttJA5I8qzLYwku4YkZ/4/4rCk0wAxoSA1yF+o8kEc+lNFKsY+lkLZOG9Kr2Cw+JIArzjIP+
|
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/p9qxy2Uocljhck88E+lItIzZjSVwSjDYDw3vV4uovD/AO1g+f1Vtq+itGiG7h8MKR9StnJPJH+1
|
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WglgSkuRu4DH8NYapkZbMgeLa+VVSGG31/OuLdWE0kn8QOV8m78UxugjnSiWNvCO7GchTRjhkfgL
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xnvXc0aBGIFwCee3vT7I0ZVJOcZwagM07oZG2dgewpA2DVQCrZIwKuAQEbsjB5qgvZFA3R4zUKhA
|
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SPPn7VkHtOi+vrnpSwezmtTcwyHeilsbT516H/6yHYyro+A+M5kz/tV6Kq8nzjqTULbUtVl1K1s/
|
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l0uG3yRBsgN5kema5xaPnnBPYDyFQhqAUQqqIxKcEkdl9P1qqGVlbEbZGe5HFRA13NyJo9scIG09
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1Hess8eyfaQEDEcg8Z+9RKtAvg8NZDLIjYzu59+KskEEkfhlsgD1OfaoQpSCOMO7yfXwF57DzoQ3
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BLFAzHP9avZQuzBtwU4zjkVYCAp+rPPfNAQOkYOMkngH0q2F2IO1yueaj+QXGWRfpOTkZBoq64IZ
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iCexrNEssiuIRldxwPzrVLcxNEI8+g474/zFc3F2CidRLiNFyPXFBYQqgNKFOfw1pPRTStwsP4ZC
|
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3GQQKsjv1lYfwym3sccGsOPkCrM8rMH+nZwP+K2Wtz4QWLcCPPPlWJxTVEezVDOZl8OJlypzkjnH
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3prgmYlQfpOQMHkmuDVMI//Z
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"></img>
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</div>
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</div>
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</div>
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</div>
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</div>
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|
</section><section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p>Today's image from same webcam at Berkeley, (refreshed every minutes, if you reload the notebook), visible only with an active internet connexion, that should be different from the previous one. This will not work on Qtconsole.
|
|
|
Notebook saved with this kind of image will be lighter and always reflect the current version of the source, but the image won't display offline.</p>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [6]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="n">SoftLinked</span>
|
|
|
</pre></div>
|
|
|
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="vbox output_wrapper">
|
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|
<div class="output vbox">
|
|
|
<div class="hbox output_area">
|
|
|
<div class="prompt output_prompt">Out[6]:</div>
|
|
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<div class="output_subarea output_pyout output_html rendered_html">
|
|
|
<img src="http://scienceview.berkeley.edu/view/images/newview.jpg" />
|
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</div>
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</div>
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</div>
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</div>
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</div>
|
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|
</section>
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</section>
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<section>
|
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<div class="text_cell_render border-box-sizing rendered_html">
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<h3>Video</h3>
|
|
|
</div>
|
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|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<p>And more exotic objects can also be displayed, as long as their representation supports
|
|
|
the IPython display protocol.</p>
|
|
|
<p>For example, videos hosted externally on YouTube are easy to load (and writing a similar wrapper for other
|
|
|
hosted content is trivial):</p>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [7]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">YouTubeVideo</span>
|
|
|
<span class="c"># a talk about IPython at Sage Days at U. Washington, Seattle.</span>
|
|
|
<span class="c"># Video credit: William Stein.</span>
|
|
|
<span class="n">YouTubeVideo</span><span class="p">(</span><span class="s">'1j_HxD4iLn8'</span><span class="p">)</span>
|
|
|
</pre></div>
|
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|
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|
</div>
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</div>
|
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|
<div class="vbox output_wrapper">
|
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|
<div class="output vbox">
|
|
|
<div class="hbox output_area">
|
|
|
<div class="prompt output_prompt">Out[7]:</div>
|
|
|
<div class="output_subarea output_pyout output_html rendered_html">
|
|
|
|
|
|
<iframe
|
|
|
width="400"
|
|
|
height="300"
|
|
|
src="http://www.youtube.com/embed/1j_HxD4iLn8"
|
|
|
frameborder="0"
|
|
|
allowfullscreen
|
|
|
></iframe>
|
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|
</div>
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|
</div>
|
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|
</div>
|
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|
</div>
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|
|
</div>
|
|
|
</section>
|
|
|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<h2>Local Files</h2>
|
|
|
<p>The above examples embed images and video from the notebook filesystem in the output
|
|
|
areas of code cells. It is also possible to request these files directly in markdown cells
|
|
|
if they reside in the notebook directory via relative urls prefixed with <code>files/</code>:</p>
|
|
|
<pre><code>files/[subdirectory/]<filename>
|
|
|
</code></pre>
|
|
|
</div>
|
|
|
</section>
|
|
|
<section>
|
|
|
<section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
|
|
<h2>Linking to files and directories for viewing in the browser</h2>
|
|
|
<p>It is also possible to link directly to files or directories so they can be opened in the browser. This is especially convenient if you're interacting with a tool within IPython that generates HTML pages, and you'd like to easily be able to open those in a new browser window. Alternatively, if your IPython notebook server is on a remote system, creating links provides an easy way to download any files that get generated.</p>
|
|
|
<p>As we saw above, there are a bunch of <code>.ipynb</code> files in our current directory.</p>
|
|
|
</div>
|
|
|
<div class="cell border-box-sizing code_cell vbox">
|
|
|
<div class="input hbox">
|
|
|
<div class="prompt input_prompt">In [1]:</div>
|
|
|
<div class="input_area box-flex1">
|
|
|
<div class="highlight"><pre><span class="n">ls</span>
|
|
|
</pre></div>
|
|
|
|
|
|
</div>
|
|
|
</div>
|
|
|
<div class="vbox output_wrapper">
|
|
|
<div class="output vbox">
|
|
|
<div class="hbox output_area">
|
|
|
<div class="prompt output_prompt"></div>
|
|
|
<div class="output_subarea output_stream output_stdout">
|
|
|
<pre>00_notebook_tour.ipynb formatting.ipynb
|
|
|
01_notebook_introduction.ipynb octavemagic_extension.ipynb
|
|
|
Animations_and_Progress.ipynb publish_data.ipynb
|
|
|
Capturing Output.ipynb python-logo.svg
|
|
|
Script Magics.ipynb rmagic_extension.ipynb
|
|
|
animation.m4v sympy.ipynb
|
|
|
cython_extension.ipynb sympy_quantum_computing.ipynb
|
|
|
display_protocol.ipynb trapezoid_rule.ipynb
|
|
|
</pre>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</div>
|
|
|
</section><section>
|
|
|
<div class="text_cell_render border-box-sizing rendered_html">
|
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<p>If we want to create a link to one of them, we can call use the <code>FileLink</code> object.</p>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [2]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">FileLink</span>
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<span class="n">FileLink</span><span class="p">(</span><span class="s">'00_notebook_tour.ipynb'</span><span class="p">)</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt">Out[2]:</div>
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<div class="output_subarea output_pyout output_html rendered_html">
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<a href='files/00_notebook_tour.ipynb' target='_blank'>00_notebook_tour.ipynb</a><br>
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</div>
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</div>
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</div>
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</div>
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</div>
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</section><section>
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<div class="text_cell_render border-box-sizing rendered_html">
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<p>Alternatively, if we want to link to all of them, we can use the <code>FileLinks</code> object, passing <code>'.'</code> to indicate that we want links generated for the current working directory. Note that if there were other directories under the current directory, <code>FileLinks</code> would work in a recursive manner creating links to files in all sub-directories as well.</p>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [7]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">FileLinks</span>
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<span class="n">FileLinks</span><span class="p">(</span><span class="s">'.'</span><span class="p">)</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt">Out[7]:</div>
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<div class="output_subarea output_pyout output_html rendered_html">
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<a href='files/./00_notebook_tour.ipynb' target='_blank'>00_notebook_tour.ipynb</a><br>
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<a href='files/./01_notebook_introduction.ipynb' target='_blank'>01_notebook_introduction.ipynb</a><br>
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<a href='files/./animation.m4v' target='_blank'>animation.m4v</a><br>
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<a href='files/./Animations_and_Progress.ipynb' target='_blank'>Animations_and_Progress.ipynb</a><br>
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<a href='files/./Capturing Output.ipynb' target='_blank'>Capturing Output.ipynb</a><br>
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<a href='files/./cython_extension.ipynb' target='_blank'>cython_extension.ipynb</a><br>
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<a href='files/./display_protocol.ipynb' target='_blank'>display_protocol.ipynb</a><br>
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<a href='files/./formatting.ipynb' target='_blank'>formatting.ipynb</a><br>
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<a href='files/./octavemagic_extension.ipynb' target='_blank'>octavemagic_extension.ipynb</a><br>
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<a href='files/./publish_data.ipynb' target='_blank'>publish_data.ipynb</a><br>
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<a href='files/./python-logo.svg' target='_blank'>python-logo.svg</a><br>
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<a href='files/./rmagic_extension.ipynb' target='_blank'>rmagic_extension.ipynb</a><br>
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<a href='files/./Script Magics.ipynb' target='_blank'>Script Magics.ipynb</a><br>
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<a href='files/./sympy.ipynb' target='_blank'>sympy.ipynb</a><br>
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<a href='files/./sympy_quantum_computing.ipynb' target='_blank'>sympy_quantum_computing.ipynb</a><br>
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<a href='files/./trapezoid_rule.ipynb' target='_blank'>trapezoid_rule.ipynb</a><br>
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</div>
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</div>
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</div>
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</div>
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</div>
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</section>
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</section>
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<section>
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<div class="text_cell_render border-box-sizing rendered_html">
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<h3>External sites</h3>
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<p>You can even embed an entire page from another site in an iframe; for example this is today's Wikipedia
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page for mobile users:</p>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [9]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="n">HTML</span><span class="p">(</span><span class="s">'<iframe src=http://en.mobile.wikipedia.org/?useformat=mobile width=700 height=350></iframe>'</span><span class="p">)</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt">Out[9]:</div>
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<div class="output_subarea output_pyout output_html rendered_html">
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<iframe src=http://en.mobile.wikipedia.org/?useformat=mobile width=700 height=350></iframe>
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</div>
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</div>
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</div>
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</div>
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</div>
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</section>
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<section>
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<section>
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<div class="text_cell_render border-box-sizing rendered_html">
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<h3>Mathematics</h3>
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<p>And we also support the display of mathematical expressions typeset in LaTeX, which is rendered
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in the browser thanks to the <a href="http://mathjax.org">MathJax library</a>.<br />
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</p>
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<p>Note that this is <em>different</em> from the above examples. Above we were typing mathematical expressions
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in Markdown cells (along with normal text) and letting the browser render them; now we are displaying
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the output of a Python computation as a LaTeX expression wrapped by the <code>Math()</code> object so the browser
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renders it. The <code>Math</code> object will add the needed LaTeX delimiters (<code>$$</code>) if they are not provided:</p>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [10]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">Math</span>
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<span class="n">Math</span><span class="p">(</span><span class="s">r'F(k) = \int_{-\infty}^{\infty} f(x) e^{2\pi i k} dx'</span><span class="p">)</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt">Out[10]:</div>
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<div class="output_subarea output_pyout">
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$$F(k) = \int_{-\infty}^{\infty} f(x) e^{2\pi i k} dx$$
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</div>
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</div>
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</div>
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</div>
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</div>
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</section><section>
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<div class="text_cell_render border-box-sizing rendered_html">
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<p>With the <code>Latex</code> class, you have to include the delimiters yourself. This allows you to use other LaTeX modes such as <code>eqnarray</code>:</p>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [11]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">Latex</span>
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<span class="n">Latex</span><span class="p">(</span><span class="s">r"""\begin{eqnarray}</span>
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|
<span class="s">\nabla \times \vec{\mathbf{B}} -\, \frac1c\, \frac{\partial\vec{\mathbf{E}}}{\partial t} & = \frac{4\pi}{c}\vec{\mathbf{j}} \\</span>
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<span class="s">\nabla \cdot \vec{\mathbf{E}} & = 4 \pi \rho \\</span>
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<span class="s">\nabla \times \vec{\mathbf{E}}\, +\, \frac1c\, \frac{\partial\vec{\mathbf{B}}}{\partial t} & = \vec{\mathbf{0}} \\</span>
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<span class="s">\nabla \cdot \vec{\mathbf{B}} & = 0 </span>
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<span class="s">\end{eqnarray}"""</span><span class="p">)</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt">Out[11]:</div>
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<div class="output_subarea output_pyout">
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\begin{eqnarray}
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|
\nabla \times \vec{\mathbf{B}} -\, \frac1c\, \frac{\partial\vec{\mathbf{E}}}{\partial t} & = \frac{4\pi}{c}\vec{\mathbf{j}} \\
|
|
|
\nabla \cdot \vec{\mathbf{E}} & = 4 \pi \rho \\
|
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|
\nabla \times \vec{\mathbf{E}}\, +\, \frac1c\, \frac{\partial\vec{\mathbf{B}}}{\partial t} & = \vec{\mathbf{0}} \\
|
|
|
\nabla \cdot \vec{\mathbf{B}} & = 0
|
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|
\end{eqnarray}
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</div>
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</div>
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</div>
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</div>
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</div>
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</section><section>
|
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|
<div class="text_cell_render border-box-sizing rendered_html">
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<p>Or you can enter latex directly with the <code>%%latex</code> cell magic:</p>
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</div>
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<div class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [12]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="o">%%</span><span class="k">latex</span>
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\<span class="n">begin</span><span class="p">{</span><span class="n">aligned</span><span class="p">}</span>
|
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|
\<span class="n">nabla</span> \<span class="n">times</span> \<span class="n">vec</span><span class="p">{</span>\<span class="n">mathbf</span><span class="p">{</span><span class="n">B</span><span class="p">}}</span> <span class="o">-</span>\<span class="p">,</span> \<span class="n">frac1c</span>\<span class="p">,</span> \<span class="n">frac</span><span class="p">{</span>\<span class="n">partial</span>\<span class="n">vec</span><span class="p">{</span>\<span class="n">mathbf</span><span class="p">{</span><span class="n">E</span><span class="p">}}}{</span>\<span class="n">partial</span> <span class="n">t</span><span class="p">}</span> <span class="o">&</span> <span class="o">=</span> \<span class="n">frac</span><span class="p">{</span><span class="mi">4</span>\<span class="n">pi</span><span class="p">}{</span><span class="n">c</span><span class="p">}</span>\<span class="n">vec</span><span class="p">{</span>\<span class="n">mathbf</span><span class="p">{</span><span class="n">j</span><span class="p">}}</span> \\
|
|
|
\<span class="n">nabla</span> \<span class="n">cdot</span> \<span class="n">vec</span><span class="p">{</span>\<span class="n">mathbf</span><span class="p">{</span><span class="n">E</span><span class="p">}}</span> <span class="o">&</span> <span class="o">=</span> <span class="mi">4</span> \<span class="n">pi</span> \<span class="n">rho</span> \\
|
|
|
\<span class="n">nabla</span> \<span class="n">times</span> \<span class="n">vec</span><span class="p">{</span>\<span class="n">mathbf</span><span class="p">{</span><span class="n">E</span><span class="p">}}</span>\<span class="p">,</span> <span class="o">+</span>\<span class="p">,</span> \<span class="n">frac1c</span>\<span class="p">,</span> \<span class="n">frac</span><span class="p">{</span>\<span class="n">partial</span>\<span class="n">vec</span><span class="p">{</span>\<span class="n">mathbf</span><span class="p">{</span><span class="n">B</span><span class="p">}}}{</span>\<span class="n">partial</span> <span class="n">t</span><span class="p">}</span> <span class="o">&</span> <span class="o">=</span> \<span class="n">vec</span><span class="p">{</span>\<span class="n">mathbf</span><span class="p">{</span><span class="mi">0</span><span class="p">}}</span> \\
|
|
|
\<span class="n">nabla</span> \<span class="n">cdot</span> \<span class="n">vec</span><span class="p">{</span>\<span class="n">mathbf</span><span class="p">{</span><span class="n">B</span><span class="p">}}</span> <span class="o">&</span> <span class="o">=</span> <span class="mi">0</span>
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|
\<span class="n">end</span><span class="p">{</span><span class="n">aligned</span><span class="p">}</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt"></div>
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<div class="output_subarea output_display_data">
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\begin{aligned}
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\nabla \times \vec{\mathbf{B}} -\, \frac1c\, \frac{\partial\vec{\mathbf{E}}}{\partial t} & = \frac{4\pi}{c}\vec{\mathbf{j}} \\
|
|
|
\nabla \cdot \vec{\mathbf{E}} & = 4 \pi \rho \\
|
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|
\nabla \times \vec{\mathbf{E}}\, +\, \frac1c\, \frac{\partial\vec{\mathbf{B}}}{\partial t} & = \vec{\mathbf{0}} \\
|
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|
\nabla \cdot \vec{\mathbf{B}} & = 0
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\end{aligned}
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</div>
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</div>
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</div>
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</div>
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</div>
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</section>
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</section>
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<section>
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<section>
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<div class="text_cell_render border-box-sizing rendered_html">
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<h1>Loading external codes</h1>
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|
<ul>
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|
<li>Drag and drop a <code>.py</code> in the dashboard</li>
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<li>Use <code>%load</code> with any local or remote url: <a href="http://matplotlib.sourceforge.net/gallery.html">the Matplotlib Gallery!</a></li>
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|
</ul>
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|
|
<p>In this notebook we've kept the output saved so you can see the result, but you should run the next
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|
cell yourself (with an active internet connection).</p>
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</div>
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|
</section><section>
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<div class="text_cell_render border-box-sizing rendered_html">
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<p>Let's make sure we have pylab again, in case we have restarted the kernel due to the crash demo above</p>
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</div>
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<div class="fragment" class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [12]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="o">%</span><span class="k">pylab</span> <span class="n">inline</span>
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</pre></div>
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</div>
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</div>
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<div class="vbox output_wrapper">
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<div class="output vbox">
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<div class="hbox output_area">
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<div class="prompt output_prompt"></div>
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<div class="output_subarea output_stream output_stdout">
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<pre>
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|
Welcome to pylab, a matplotlib-based Python environment [backend: module://IPython.zmq.pylab.backend_inline].
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For more information, type 'help(pylab)'.
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</pre>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="fragment" class="cell border-box-sizing code_cell vbox">
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<div class="input hbox">
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<div class="prompt input_prompt">In [15]:</div>
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<div class="input_area box-flex1">
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<div class="highlight"><pre><span class="o">%</span><span class="k">load</span> <span class="n">http</span><span class="p">:</span><span class="o">//</span><span class="n">matplotlib</span><span class="o">.</span><span class="n">sourceforge</span><span class="o">.</span><span class="n">net</span><span class="o">/</span><span class="n">mpl_examples</span><span class="o">/</span><span class="n">pylab_examples</span><span class="o">/</span><span class="n">integral_demo</span><span class="o">.</span><span class="n">py</span>
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</pre></div>
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</div>
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</div>
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</div>
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</section>
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</section>
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</div></div>
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<script src="reveal/lib/js/head.min.js"></script>
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<script src="reveal/js/reveal.min.js"></script>
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<script>
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// Full list of configuration options available here: https://github.com/hakimel/reveal.js#configuration
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theme: Reveal.getQueryHash().theme || 'simple', // available themes are in /css/theme
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// Optional libraries used to extend on reveal.js
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{ src: 'reveal/lib/js/classList.js', condition: function() { return !document.body.classList; } },
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{ src: 'reveal/plugin/highlight/highlight.js', async: true, callback: function() { hljs.initHighlightingOnLoad(); } },
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{ src: 'reveal/plugin/zoom-js/zoom.js', async: true, condition: function() { return !!document.body.classList; } },
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{ src: 'notes/notes.js', async: true, condition: function() { return !!document.body.classList; } },
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{ src: 'https://c328740.ssl.cf1.rackcdn.com/mathjax/latest/MathJax.js?config=TeX-AMS_HTML', async: true },
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{ src: 'js/revealmathjax.js', async: true}
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