Fixed for new code organization and book format
These haven't been run in awhile; I updated them so they have the same look and feel as the book, and fixed a few imports and pep 8 compliance as well.
This commit is contained in:
Roger Labbe committed
1 parent
81eff753b5
commit
17f38c69f2
5 files changed
+190
-1408
No files matched your search
@@ -2,246 +2,30 @@
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"execution_count": 14,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
"<style>\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Source+Code+Pro');\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Lora');\n",
|
||||
"\n",
|
||||
".CodeMirror pre {\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
"}\n",
|
||||
" div.cell{\n",
|
||||
" //width: 950px;\n",
|
||||
" margin-left: 0% !important;\n",
|
||||
" margin-right: auto;\n",
|
||||
" }\n",
|
||||
" div.text_cell_render{\n",
|
||||
" font-family: 'Lora';\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 100%;\n",
|
||||
" text-align: justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" div.text_cell code {\n",
|
||||
" background: transparent;\n",
|
||||
" color: #000000;\n",
|
||||
" font-weight: 400;\n",
|
||||
" font-size: 11pt;\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
" }\n",
|
||||
" h1 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
"\t}\n",
|
||||
"\n",
|
||||
" div.input_area {\n",
|
||||
" background: #F6F6F9;\n",
|
||||
" border: 1px solid #586e75;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h1 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 30pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" h2 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h2 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" font-style: italic;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" h3 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h3 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 2em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" h4 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h4 {\n",
|
||||
" font-weight: 100;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" h5 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h5 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-style: normal;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" margin-bottom: 0em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_text.output_pyout {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: visible;\n",
|
||||
" max-height: 5000000px;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_stream.output_stdout.output_text {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: visible;\n",
|
||||
" max-height: 5000000px;\n",
|
||||
" }\n",
|
||||
" div.output_wrapper{\n",
|
||||
" margin-top:0.2em;\n",
|
||||
" margin-bottom:0.2em;\n",
|
||||
"}\n",
|
||||
"\n",
|
||||
" code{\n",
|
||||
" font-size: 6pt;\n",
|
||||
"\n",
|
||||
" }\n",
|
||||
" .rendered_html code{\n",
|
||||
" background-color: transparent;\n",
|
||||
" }\n",
|
||||
" ul{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" }\n",
|
||||
" ul li li{\n",
|
||||
" padding-left: 0.2em;\n",
|
||||
" margin-bottom: 0.2em;\n",
|
||||
" margin-top: 0.2em;\n",
|
||||
" }\n",
|
||||
" ol{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ol li{\n",
|
||||
" padding-left: 0.5em;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 0.2em;\n",
|
||||
" }\n",
|
||||
" a:link{\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:visited{\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:hover{\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:focus{\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:active{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" .rendered_html :link {\n",
|
||||
" text-decoration: underline;\n",
|
||||
" }\n",
|
||||
" .rendered_html :hover {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :visited {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :focus {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :active {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .warning{\n",
|
||||
" color: rgb( 240, 20, 20 )\n",
|
||||
" }\n",
|
||||
" hr {\n",
|
||||
" color: #f3f3f3;\n",
|
||||
" background-color: #f3f3f3;\n",
|
||||
" height: 1px;\n",
|
||||
" }\n",
|
||||
" blockquote{\n",
|
||||
" display:block;\n",
|
||||
" background: #fcfcfc;\n",
|
||||
" border-left: 5px solid #c76c0c;\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" width:680px;\n",
|
||||
" padding: 10px 10px 10px 10px;\n",
|
||||
" text-align:justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" blockquote p {\n",
|
||||
" margin-bottom: 0;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 100%;\n",
|
||||
" }\n",
|
||||
"</style>\n",
|
||||
"<script>\n",
|
||||
" MathJax.Hub.Config({\n",
|
||||
" TeX: {\n",
|
||||
" extensions: [\"AMSmath.js\"],\n",
|
||||
" equationNumbers: { autoNumber: \"AMS\", useLabelIds: true}\n",
|
||||
" },\n",
|
||||
" tex2jax: {\n",
|
||||
" inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ],\n",
|
||||
" displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ]\n",
|
||||
" },\n",
|
||||
" displayAlign: 'center', // Change this to 'center' to center equations.\n",
|
||||
" \"HTML-CSS\": {\n",
|
||||
" scale: 95,\n",
|
||||
" availableFonts: [],\n",
|
||||
" preferredFont:null,\n",
|
||||
" webFont: \"TeX\",\n",
|
||||
" styles: {'.MathJax_Display': {\"margin\": 4}}\n",
|
||||
" },\n",
|
||||
" \"fast-preview\": {\n",
|
||||
" \"disabled\": false\n",
|
||||
" }\n",
|
||||
" });\n",
|
||||
"</script>\n"
|
||||
" <style>\n",
|
||||
" .output_wrapper, .output {\n",
|
||||
" height:auto !important;\n",
|
||||
" max-height:100000px; \n",
|
||||
" }\n",
|
||||
" .output_scroll {\n",
|
||||
" box-shadow:none !important;\n",
|
||||
" webkit-box-shadow:none !important;\n",
|
||||
" }\n",
|
||||
" </style>\n",
|
||||
" "
|
||||
],
|
||||
"text/plain": [
|
||||
"<IPython.core.display.HTML object>"
|
||||
]
|
||||
},
|
||||
"execution_count": 1,
|
||||
"execution_count": 14,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -250,8 +34,10 @@
|
||||
"#format the book\n",
|
||||
"%matplotlib inline\n",
|
||||
"from __future__ import division, print_function\n",
|
||||
"import sys;sys.path.insert(0,'..')\n",
|
||||
"from book_format import load_style;load_style('..')"
|
||||
"import sys\n",
|
||||
"sys.path.insert(0, '..')\n",
|
||||
"import book_format\n",
|
||||
"book_format.set_style()"
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -273,7 +59,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"execution_count": 15,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -281,8 +67,8 @@
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"50000\n",
|
||||
"3.00067325106\n",
|
||||
"2.00433280075\n"
|
||||
"2.9947741815932556\n",
|
||||
"2.0063665533914694\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -310,16 +96,16 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"execution_count": 16,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAaYAAAD1CAYAAAAbHFHuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAYQAAAD8CAYAAAB3u9PLAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzt3Xl8VPW9//HXJwkJGJDNsMgii6AGqwFCFNkDQqBstSiLYmyt0Fb83Z9e1+vv9rq0tpYqVosL4lJlFxWhsiYBkSJICIhgFAOiRBaDYRMwIcnn98eccMc4MROYyZmZfJ6Pxzwyc873nPM+k8l8cr5nE1XFGGOMiXI7gDHGmNBgBcEYYwxgBcEYY4zDCoIxxhjACoIxxhiHFQRjjDGAFQRjjDEOKwjGGGMAKwjGGGMcMW4HqI4LLrhA27Vr53YMY4wJK5s3bz6kqglVtQurgtCuXTuys7PdjmGMMWFFRL70p511GRljjAGsIBhjjHFYQTDGGANYQTDGGOPwqyCISJqIfCYieSJyv4/xd4nIJyKyTUQyReQir3HpIvK580j3Gt5dRD525vm0iEhgVskYY8zZqLIgiEg0MB0YCiQC40UksUKzLUCyql4BLAT+6kzbBPgf4CogBfgfEWnsTPMcMAno5DzSznltjDHGnDV/thBSgDxV3a2qxcA8YJR3A1VdraonnZcbgNbO8yHAKlUtVNXDwCogTURaAuer6gfquWXba8DoAKyPMcaYs+TPeQitgL1er/Px/MdfmVuBZT8xbSvnke9juDHVduzYMRYvXsyXX35JdHQ0/fv3JyUlhago20VmTHX4UxB89e37vBGziNwEJAP9qpi2OvOchKdribZt21aV1dQip0+f5rHHHuPxxx/n1KlTPxj3s5/9jOeff55rrrnGpXTGhB9//oXKB9p4vW4N7KvYSEQGAQ8CI1W1qIpp8/nfbqVK5wmgqjNUNVlVkxMSqjzz2tQShw8fpm/fvjz00EOMHDmS9evXU1RUxLfffsurr77KkSNH6N27N9OnT3c7qjHhQ1V/8oFnK2I30B6IBT4CulRo0xXYBXSqMLwJ8AXQ2Hl8ATRxxm0CrsaztbAMGFZVlu7du6sxhYWF2q1bN42NjdV58+b5bHP8+HEdNWqUAvrXv/61hhMaE1qAbK3i+1VVq95CUNUSYAqwAsgFFqjqDhF5RERGOs2mAvWBN0Rkq4gsdqYtBB51vvw3AY84wwB+B8wE8pxiUr7fwZhKlZaWMm7cOLZv386iRYsYO3asz3b169dn4cKFjB07lnvvvZfFixfXcFJjwo94ikd4SE5OVru4Xe328MMP89BDDzFjxgxuu+22KtufOnWKPn36sHPnTnJycrj44otrIKUxoUVENqtqclXt7DAMEzZycnJ45JFHmDhxIr/5zW/8mqZevXq89dZbiAi33XYb4fQPkDE1zQqCCQulpaVMnjyZZs2a8fTTT1OdE9vbtm3L1KlTWbNmDTNnzgxiSmPCmxUEExZeeOEFsrOzmTZtGo0aNar29L/5zW/o168f999/P0eOHAlCQmPCnxUEE/K+++47Hn74Yfr161fpTuSqREVF8eSTT1JYWMjjjz8e4ITGRAYrCCbk/f3vf+ebb77hL3/5S7W6iirq1q0bEyZM4KmnnuLrr78OYEJjIoMVBBPSjhw5wtSpUxk5ciRXX331Oc/vj3/8IyUlJUydOjUA6YyJLFYQTEh74YUXOHr0KA899FBA5te+fXsmTJjAiy++yKFDhwIyT2MihRUEE7KKiop46qmnGDRoEF27dg3YfO+77z5OnjzJ008/HbB5GhMJrCCYkDV79mwOHDjAvffeG9D5JiYmMmrUKKZPn/6ji+IZU5tZQTAhSVV5+umnueKKKxg0aFDA5/8f//EfFBYWMn/+/IDP25hwZQXBhKQNGzbw0Ucf8fvf//6cjiyqTP/+/UlMTOQf//iHnb1sjMMKgglJzz33HA0aNODGG28MyvxFhNtvv53Nmzfz4YcfBmUZxoQbKwgm5BQWFrJgwQImTpxI/fr1g7aciRMnEh8fb5ezMMZhBcGEnLlz51JUVOTX1UzPRYMGDbjhhhuYN28eJ06cCOqyjAkHVhBMyHn11VdJSkoiKSkp6Mv61a9+xXfffcebb74Z9GUZE+qsIJiQsn37drKzs0lPT6+R5fXu3ZuLL76Yl19+uUaWZ0wo86sgiEiaiHwmInkicr+P8X1FJEdESkRkjNfwAc4d1Mof34vIaGfcqyLyhde44P87aELea6+9RkxMDBMmTKiR5YkI6enpvPfee+Tn59fIMo0JVVUWBBGJBqYDQ4FEYLyIJFZo9hVwCzDHe6CqrlbVJFVNAlKBk8BKryb3lI9X1a1nvxomEpSVlTF37lyGDBlCs2bNamy5N9xwAwALFy6ssWUaE4r82UJIAfJUdbeqFgPzgFHeDVR1j6puA8p+Yj5jgGWqevKs05qItn79evLz8xk/fnyNLrdz584kJSXZSWqm1vOnILQC9nq9zneGVdc4YG6FYX8SkW0iMk1E4nxNJCKTRCRbRLILCgrOYrEmXMydO5d69eoxatSoqhsH2NixY9mwYQNffvlljS/bmFDhT0HwdZpotU7tFJGWwM+AFV6DHwAuBXoATYD7fE2rqjNUNVlVkxMSEqqzWBNGSkpKeOONNxg+fHhQzz2oTHm30RtvvFHjyzYmVPhTEPKBNl6vWwP7qrmcG4C3VfV0+QBV3a8eRcAreLqmTC21du1aCgoKzvqOaOeqQ4cOJCcns2DBAleWb0wo8KcgbAI6iUh7EYnF0/WzuJrLGU+F7iJnqwHxXKhmNLC9mvM0EeTtt9+mbt26pKWluZbhhhtuYNOmTezevdu1DMa4qcqCoKolwBQ83T25wAJV3SEij4jISAAR6SEi+cD1wAsisqN8ehFph2cL470Ks54tIh8DHwMXAH8899Ux4UhVWbRoEUOGDCE+Pt61HNZtZGo7CacrPSYnJ2t2drbbMUyAbd68meTkZF555RVuueUWV7P07NmToqIicnJyXM1hTCCJyGZVTa6qnZ2pbFy3aNEioqKiGD58uNtRGDNmDFu2bLGjjUytZAXBuG7RokX07duXCy64wO0ojBgxAoB//etfLicxpuZZQTCuysvLY/v27YwePdrtKIDnJLXOnTuzZMkSt6MYU+OsIBhXLVq0CMCVk9EqM2LECFavXs3x48fdjmJMjbKCYFy1aNEikpKSaNeundtRzhgxYgTFxcWsWrXK7SjG1CgrCMY1Bw8eZP369fziF79wO8oP9OrVi8aNG1u3kal1rCAY1yxbtgxVZeTIkW5H+YGYmBiGDh3Ku+++S2lpqdtxjKkxVhCMa5YtW0bLli258sor3Y7yI8OHD6egoIAPP/zQ7SjG1BgrCMYVJSUlrFy5krS0NDxXLwktaWlpREdHW7eRqVWsIBhXbNy4kSNHjjB06FC3o/jUuHFj+vTpYwXB1CpWEIwrli1bRnR0NNdee63bUSo1fPhwtm/fzldffeV2FGNqhBUE44ply5bRs2dPGjVq5HaUSpVfeXXlypVVtDQmMlhBMDXuwIED5OTkuHqpa38kJibSqlUrVqxYUXVjYyKAFQRT48q/YEN1/0E5EWHw4MFkZGRQUlLidhxjgs4Kgqlxy5Yto3nz5iQlJbkdpUpDhgzhyJEj2GXXTW1gBcHUqNLS0jOHm0ZFhf7Hb9CgQYiIdRuZWsGvv0gRSRORz0QkT0Tu9zG+r4jkiEiJiIypMK5URLY6j8Vew9uLyEYR+VxE5ju35zQR7sMPP+Tw4cMh311UrmnTpvTo0cMKgqkVqiwIIhINTAeGAonAeBFJrNDsK+AWYI6PWZxS1STn4X2NgseBaaraCTgM3HoW+U2YyczMBGDgwIEuJ/HfkCFD2LhxI4cPH3Y7ijFB5c8WQgqQp6q7VbUYmAf84FrFqrpHVbcBZf4sVDynpqYCC51B/wRC44L4JqiysrJISkoKiZvh+GvIkCGUlZWdKWbGRCp/CkIrYK/X63xnmL/qiki2iGwQkfIv/abAEVUtP3Sj0nmKyCRn+uyCgoJqLNaEmlOnTrF+/fqw2joASElJ4fzzz7duIxPxYvxo4+tCM1qNZbRV1X0i0gHIEpGPgWP+zlNVZwAzAJKTk6uzXBNi1q9fT1FREampqW5HqZY6deowcOBAVq5ciaqG5LWXjAkEf7YQ8oE2Xq9bA/v8XYCq7nN+7gbWAF2BQ0AjESkvSNWapwlPWVlZREdH06dPH7ejVNuQIUP46quv2Llzp9tRjAkafwrCJqCTc1RQLDAOWFzFNACISGMRiXOeXwD0Aj5RVQVWA+VHJKUD71Q3vAkvWVlZpKSk0KBBA7ejVFt5N1dWVpbLSYwJnioLgtPPPwVYAeQCC1R1h4g8IiIjAUSkh4jkA9cDL4jIDmfyy4BsEfkITwH4i6p+4oy7D7hLRPLw7FN4KZArZkLLsWPH2LRpU9h1F5Xr2LEjbdu2tR3LJqL5sw8BVV0KLK0w7A9ezzfh6fapON164GeVzHM3niOYTC2wdu1aSktLw26HcjkRITU1lcWLF1NWVhYWJ9UZU132qTY1Iisri7i4OHr27Ol2lLM2cOBACgsL2bp1q9tRjAkKKwimRmRlZdGrVy/q1q3rdpSzVt7dZfsRTKSygmCC7tChQ3z00Udhu/+g3IUXXsill15q+xFMxLKCYIJu9erVAGFfEMDTbbR27VqKi4vdjmJMwFlBMEGXlZVFgwYN6NGjh9tRztnAgQM5efIkH374odtRjAk4Kwgm6LKysujbty8xMX4d1BbS+vXrh4hYt5GJSFYQTFDl5+ezc+fOiOguAmjSpAndunWzgmAikhUEE1SRtP+g3MCBA9mwYQMnTpxwO4oxAWUFwQRVZmYmTZs25YorrnA7SsCkpqZy+vRp1q1b53YUYwLKCoIJGlUlKyuLAQMGRNSZvb1Line truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c191ba47b8>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -350,16 +136,16 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"execution_count": 17,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAaAAAAD1CAYAAAAWAiGpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c1911d7400>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -375,19 +161,19 @@
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"that is not very useful to us - we want the PDF, not bin counts. Fortunately `hist` includes a `normed` parameter which will plot the PDF for us."
|
||||
"that is not very useful to us - we want the PDF, not bin counts. Fortunately `hist` includes a `density` parameter which will plot the PDF for us."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 5,
|
||||
"execution_count": 18,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAaoAAAD1CAYAAAABILFgAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c190171390>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -395,7 +181,7 @@
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"plt.hist(data, bins=200, normed=True)\n",
|
||||
"plt.hist(data, bins=200, density=True)\n",
|
||||
"plt.show()"
|
||||
]
|
||||
},
|
||||
@@ -408,14 +194,14 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 6,
|
||||
"execution_count": 19,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAaoAAAD1CAYAAAABILFgAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c19202c668>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -423,7 +209,7 @@
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"plt.hist(data, bins=200, normed=True, histtype='step', lw=2)\n",
|
||||
"plt.hist(data, bins=200, density=True, histtype='step', lw=2)\n",
|
||||
"plt.show()"
|
||||
]
|
||||
},
|
||||
@@ -436,14 +222,14 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 7,
|
||||
"execution_count": 20,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAaYAAAD1CAYAAAAbHFHuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMS4wLCBo\ndHRwOi8vbWF0cGxvdGxpYi5vcmcvpW3flQAAIABJREFUeJzt3Xl8VPW9//HXZyZ7QgIBiQjIIkEM\nFBECgrhWRRQUVKxYFVBbq17vva4/sbYu1NuiXuu1ra2tS9VaRcUqICgq7mWRsAoohCVoAAkQSCD7\n8vn9MSdxCFkmJJkzM/k8H495MHPO95x5zySZD+ec73y/oqoYY4wxocLjdgBjjDHGnxUmY4wxIcUK\nkzHGmJBihckYY0xIscJkjDEmpES5HaAhBQUF1l3QGGMiXEpKitRdZkdMxhhjQooVJmOMMSElZE/l\n+UtJSTmq7bKysgDIzMxszThtwrK2jXDJGi45wbK2hXDJCa2TtaCgoNH1dsRkjDEmpFhhMsYYE1Ks\nMBljjAkpVpiMMcaEFCtMxhhjQooVJmOMMSElLLqLGxMsvafPP+xxzsxxLiUxpv2yIyZjjDEhxQqT\nMcaYkGKFyRhjTEixwmSMMSakWGEyxhgTUgIqTCIyVkQ2ishmEZlez/o7RGSDiKwVkUUi0stv3VQR\nyXZuU/2WDxORr5x9/kFEjpiTwxhjTPvTZHdxEfECTwHnA7nAchGZq6ob/JqtAjJVtVhEbgYeBa4U\nkVTgASATUGCFs+1+4C/AjcBSYAEwFni39V6aaa/8u3zPnpQWUDvrFm5M6BDVxieKFZFRwIOqeoHz\n+F4AVf1dA+1PAf6kqqNF5CrgbFX9hbPur8Anzu1jVR3gLD+sHRw+g212dvbRvj7TDk2avbve5XWL\n1KX/2ExlwW6oqiCq03G8NaX/Eds2VtiMMUcnPT299n59M9gG8gXb7sB3fo9zgVMbaX8DPxz51Ldt\nd+eWW89yY9rc559/ziuvvELuipWg1bXLT3utL8nDJ5I48GxEfGe5awqVFShjgieQwlTftZ96D7NE\n5Bp8p+3OamLbgPcJRz8hVXubfCtYQj7r7Pn1Lu7Vqxc///nPmTNnjm+Bx0v0MX0Qj5fyPdupyNvK\nvvm/5+CKuXSZMJ3ojsfWbtvWrzXk31M/lrX1hUtOCM5EgYEUplygp9/jHsDOuo1E5DzgPuAsVS3z\n2/bsOtt+4izv0dQ+jWktFQe+Z/To0WRnZ9OhQwcefPBBnvi2O964JAC0spyirz/jwGf/oPz7zXz/\n0h0cc9l9xPUY6HJyY9qfQHrlLQfSRaSPiMQAk4G5/g2c60p/BS5R1Ty/VQuBMSLSSUQ6AWOAhaq6\nCzgoIiOd3nhTgDmt8HqMOULFge/Z/fLdZGdnE921L8nX/JE/5J1YW5QAJCqGpB+dx3E/+zNjx46l\nuqSQvNfvp2znRheTG9M+NVmYVLUSuBVfkfkaeF1V14vIDBG5xGn2GJAEvCEiq0VkrrNtPvAbfMVt\nOTDDWQZwM/AssBnYgvXIM22guvQQe2bPoKpoP2eddRbH/nQmUcldGmzviU1k3rx5JA76MVpRRt7s\nh6jI3xHExMaYgEYXV9UF+Lp0+y+73+/+eY1s+zzwfD3Ls4BBASc1pplUlb3z/peKfd8S3fl45syZ\nw8m/+6LJ7aKioti/8j0uueQS3nvvPfa8/Tt6JR+DRMVYt3JjgsBGfjAR69DqdynZmoUnrgNdr3iA\nlJSUgLeNjo7m9ddfJ6rTcVTsyWH/J39vw6TGGH9WmExEqsjfwf6PngMg9YL/ICrl8O7eOTPH1d4a\n0qFDB5a8P4fo6GgOrphHybZVbZrZGONjhclEHFUl//2n0MoyEgeeQ+KA04EjJwEMRGZmJg899BAA\n+R/8mdLS0lbNaow5khUmE3GKNy2mdPtaPHEd6HTuz1u8vzvvvJPozj2p3L+Lxx57rBUSGmMaY1Or\nm4hSXFzM/o+eBaDjmdfijU8+bH19p+6a6tAQExND6pib2f3qL3lgxsNcd9119OjRo9FtjDFHz46Y\nTET585//TFXhHqK79iFvwR9abSihuOMHk3DiaLSynBkzZrTKPo0x9bPCZCLGwYMHmTlzJgCdzpqG\n1+tttX3nzBxHxzOuAfHw/PPPs2nTplbbtzHmcFaYTMR48skn2bdvH7HdM4jrM7TV9x/duSeJg86l\nqqqKUybeeFSdKYwxTbPCZCLCwYMHefzxxwHoeMY1tNW8kx1Pvwo8URR/8zkV+3dacTKmDVhhMhHh\nmWee4cCBA8T2yCCu1+DD1s2elNbkd5YCFZXclcSBZ4NWU/jlv1q8P2PMkawwmbBXUVHBE088AUDy\nqZPa/PlSRlyOiHDoqw+pPJTf9AbGmGaxwmTC3qxZs8jNzSW6c0/iT8hstaOjhkR36cnEiROhqpKD\nK+a12fMY015ZYTJhTVV/OFoacWntzLNt7c477wTg0JqFNhqEMa3MvmBrwtrSpUtZtWoVnvhkEjPO\nbtPn8j8KU1Vi0k6gfPcWZs2axbRp09r0uY1pT+yIyYS1p556CoCkwWOCOi2FiNBh6HgA/vjHP6Kq\nQXleY9qDgAqTiIwVkY0isllEptez/kwRWSkilSIyyW/5Oc7EgTW3UhGZ6Kx7QUS2+a0b0novy7QH\neXl5vPHGG4DQ4ZQLg/78CSediSc+mZUrV/Lll18G/fmNiVRNFiYR8QJPARcCGcBVIpJRp9m3wDTg\nFf+Fqvqxqg5R1SHAj4Fi4H2/JnfXrFfV1Uf/Mkx79Pe//53y8nLi+w0/YlqLYPBEx5L0I98cmc8+\n+2zQn9+YSBXIEdMIYLOqblXVcmAWMMG/garmqOpaoLqR/UwC3lXV4qNOa4xDVXn+ed/EyEknjwWa\nHoy1LSQNHgPAcy++zMGDB4P+/MZEImnq3Lhzam6sqv7MeXwtcKqq3lpP2xeAd1R1dj3rPgJ+r6rv\n+LUdBZQBi4DpqlpW076goKA2WHZ2drNfmIksk2bvrr0/e1Iaq1at4sYbb6RLly4kXPcc4vG22oCt\nzc30/T/voSx3Pffdd5+vG7kxplHp6em191NSUo4YpiWQI6b6xnZp1pVeEekG/AhY6Lf4XmAAMBxI\nBe5pzj5N+zZnzhwAxo8fj3hab7DW5pg9KY3Zk9JIOnnMYZmMMS0TSHfxXKCn3+MewM5mPs9PgLdU\ntaJmgarucu6Wicjfgbsa2jgzM7OZT+eTlZXVou2DybI2YfYPY9Jd9s9t5L7/IQC//OUv+fi5TQ3m\nCUbWhBO3k//B06xbt44Jf1vJjr/d2Ox92M+/bYRL1nDJCa2TtaCgoNH1gRwxLQfSRaSPiMQAk4G5\nzcxxFfCq/wLnKArxjbY5EVjXzH2adqo4eylaUUZsjwzOf8796Sc80XEk9D8NgKINn7gbxpgI0GRh\nUtVK4FZ8p+G+Bl5X1fUiMkNELgEQkeEikgtcAfxVRNbXbC8ivfEdcX1aZ9f/FJGvgK+ALsDDLX85\npj0o2uD7VWrrL9Q2R2LGWYCvMPW65x0bddyYFgho5AdVXQAsqLPsfr/7y/Gd4qtv2xygez3Lf9yc\noMYAVBUXUJqzCjxeEk4cDbjTG6+uuF4n40nsSOX+XZR/n01st/5uRzImbNnIDyasFH/zBWg18b1P\nwZuQ4nacWuLxkjjgTACK1n/ibhhjwpwVJhNWak7jJTinzkJJ4sCzASj65jO0usrdMMaEMStMJmxU\nFuRRtmMDEhVLQr9T3Y5zhJhj00lPT6e66ACl29e4HceYsGWFyYSNoq8/AyC+3wg8sQkupzmSiPDT\nn/4U+OHIzhjTfDbthQkbRV/X9MY7KyQ6PNTn6quv5qGHHqJ402JKSkqIj493O5IxYceOmExYKN/7\nLRV52/DEJhLfZ5jbcRqUnp5OTLd0tLyEd955x+04xoQlK0wmLBQ7p/ESThyNREW7nKZxiQPOAGDa\nA39yOYkx4ckKkwkLxRsXA5Aw4HSXkzQt3hkFomTLcpt23ZijYIXJhLyNGzdSse9bPLGJxB0/2O04\nTdrx9A3EpJ2AlpewaNEit+MYE3asMJmQ99ZbbwG+3njiDY/+OvH9RwFw5b3/Z8MTGdNM4fFXbtq1\nmsKU0H9UyPbGqyuh/2kUfP4yJdnL0Oqq2uIULvmNcZMVJhPScnNz+fLLL5GoWOL6DHU7Tr3qKzY7\nnrmJk754ko0bN1L63Trie53sQjJjwpOdyjMh7e233wYgru9QPNFxLqcJnIhw2WWXAVCyabHLaYwJ\nL1aYTMjqPX0+dz32DEDtfEfhpKYwFW9agmq1y2mMCR9WmEzIqiouoOy7deDxEn/CcLfjNNuwYcM4\n/vjjqTqUT/lO9yc0NCZcWGEyIatk85eg1cQdPxhvXJLbcZrN/3ResZ3OMyZgARUmERkrIhtFZLOI\nTK9n/ZkislJEKkVkUp11VSKy2rnN9VveR0SWiUi2iLzmTNtuTK3i7CWArzdeuLr00ksB32tRVZfT\nGBMemuyVJyJe4CngfCAXWC4ic1V1g1+zb4FpwF317KJEVYfUs/wR4AlVnSUiTwM3AH9pZn4TQfy/\n77P+12dTsm0VIMSnj3QvVAuNHj2a1NRU8vN3UZmf63YcY8JCIEdMI4DNqrpVVcuBWcAE/waqmqOq\na4GArvCKiAA/BmY7i14EJgac2kS8jz/+GKoqiOmWTlRSqttxjprX6+Wiiy4CoHjzly6nMSY8BPI9\npu7Ad36Pc4HmzNIWJyJZQCUwU1XfBjoDB1S10m+f3RvaQVZWVjOervW3DybL6vPCCy8AEN83k9mT\n0lr8nG6+rxkZGYDvmllTOezn3zbCJWu45ISWZU1PT290fSCFSepZ1pyT5cer6k4R6Line truncated
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAYQAAAD8CAYAAAB3u9PLAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzt3Xl8VOXZ8PHflWWysSRAZIdENkVF1IBSqoIVBFGxrQsuLVoV5dHWx1pr7NvlKW190Lav1ee1C617VVwqSh9QBMQdMAGRTcGAAcIalgBZJskk1/vHnAlDTMhkPbNc389nPpk55z7nXDMfmGvu+z73fYuqYowxxsS5HYAxxpjwYAnBGGMMYAnBGGOMwxKCMcYYwBKCMcYYhyUEY4wxgCUEY4wxDksIxhhjAEsIxhhjHAluB9AcPXr00KysLLfDMMaYiLJq1ar9qprZVLmISghZWVnk5+e7HYYxxkQUEdkWSjlrMjLGGANYQjDGGOOwhGCMMQawhGCMMcZhCcEYYwxgCcEYY4zDEoIxxhjAEoIxxhhHRA1MM6YlsnIXHPe6cPYUlyIxJrxZDcEYYwxgCcEYY4zDEoIxxhggxD4EEZkEPArEA/9Q1dn19v8YuBXwAcXAD1R1m7NvOvBzp+hvVfUZZ/s5wNNACrAQuFtVtbVvyBj4er+BMaZpTdYQRCQeeByYDAwHrhOR4fWKfQrkqOoI4FXgYefYbsCvgHOB0cCvRCTDOeYvwAxgiPOY1Op3Y4wxpsVCaTIaDRSo6lZVrQLmAlODC6jqMlUtd16uAPo5zy8BFqvqQVU9BCwGJolIb6CLqi53agXPAle2wfsxxhjTQqE0GfUFdgS9LsL/i78xtwBvnuDYvs6jqIHtxrQJVaW6uJCaskNIgoek3sOQhES3wzImrIWSEKSBbQ229YvIjUAOcGETxzbnnDPwNy0xYMCApmI1MU5VeeGFF9j1j1x8B4/95hBPCp3OvIT0b97gYnTGhLdQmoyKgP5Br/sBu+oXEpGLgf8DXKGqlU0cW8SxZqVGzwmgqnNUNUdVczIzm1wBzsSwAfe+RqfTxnHjjTfiO1hEXGo6yVlnkZiZhVZVcDTvdXY9eRcbN250O1RjwlIoNYQ8YIiIZAM7gWnA9cEFROQs4G/AJFXdF7RrEfBgUEfyROABVT0oIkdF5DxgJfB94H9a91ZMLKusrKT49Qfxbl2FeFLIGH8Lnc64GIn3/xOv3FPAgTcfo3rfVsaNG8eSJUsYMWKEy1EbE16aTAiq6hORu/B/uccDT6rqBhGZBeSr6nzg90An4BURAdiuqlc4X/y/wZ9UAGap6kHn+UyO3Xb6Jsf6HYxpFlXltttuw7t1FXEpXeh53YN4MrOOK5PUazC9bnyY4nkPUvzVai677DJWr15Nzh9WHlfOprUwsUwi6db/nJwczc/PdzsMEyYCYw1K1y7mwJuPIolJ9LrhYTw9BzV6jPqq6fvxwyxfvpzkrLM46er/QuLi6/ZbQjDRSERWqWpOU+VspLKJaNUlezi45K8AdJvwHydMBgCSkMj2kbcTl9oVb+GnlK6xiqkxAZYQTEQ7tHQOWl3JtddeS9rpF4V0TEKXHnS/5E7/8e89i+/ogfYM0ZiIYQnBRJSs3AV1j/KCT6go+ATxpPDII4/g9F+FJGXIGFIGj0aryjn07pPtGLExkcMSgolIWltDybtPA5D+zRsY8+jqZh0vInS7+A6IT6B843tU7dvaDlEaE1ksIZiIVP7FB1Qf2E581550PrtlHcEJXU+i88hLASh5/7m2DM+YiGQrppmIo7U1lHz0IgDp37iWbb8/fhqs5sx02nXMNZSufZuKLXlU7t5MVu6xfXbHkYk1VkMwEad883J8B3dy8skns/uNP7TqXPFp6XQ+y19LOLLytbYIz5iIZQnBRJyjea8DcO+995KY2PoJ6zrnXAFxCZRv/pjqkj2tPp8xkcqajExEqdz5BZW7viAjI4Pp06c3Wf5EzT6BpqWEzj1IG34hZeuXcjT/DbpdfHubxWtMJLGEYCLKkVXzAbj99ttJS0trsExL2v67jLqSsvVLKV23lPQLphPnSW5VnMZEImsyMhFj//79lG/+GCSOmTNntum5dz15F0l9T0Wryin7/P02PbcxkcISgokYzz77LNT4SMk+u13Wxug00r+Kq01nYWKVJQQTEVSVOXPmAMe+uNta6rBvEpfciao9X1K1d0u7XMOYcGYJwUSElStXsmnTJuLTMkgZNKpdrhGXmETa8HEAlK5/p12uYUw4s4RgIsKLL/oHoqWeesFx01W3tcAEeWUb36O6urrdrmNMOLKEYMLewJ/O5/En/FNLpA2/sInSrePpNYSEbv2oLS/h7bffbtdrGRNuQkoIIjJJRDaJSIGI5Daw/wIRWS0iPhG5Kmj7eBFZE/TwisiVzr6nReSroH0j2+5tmWji3b6OmrJDJKT3xtNrSLtNKVE4ewrbHrqMTk4t4bnnbH4jE1uaHIcgIvHA48AEoAjIE5H5qhq8Uvl24CbgJ8HHquoyYKRznm5AARD8s+s+VX21NW/ARL9y5zbQtFMvaNYU101pLLGknnoBJe8/y8vz5vPxva+x/Y/fabNrGhPOQqkhjAYKVHWrqlYBc4GpwQVUtVBV1wK1JzjPVcCbqlre4mhNzKmqqqJ800cApLZzc1FAYnovPL0Go1UVeAs/7ZBrGhMOQkkIfYEdQa+LnG3NNQ14sd6234nIWhF5RESSWnBOE+UWLVpEbWUZiZlZeHq0/diDhhTOnsKv774FoC4ZGRMLQkkIDdXRtTkXEZHewBnAoqDNDwCnAKOAbsD9jRw7Q0TyRSS/uLi4OZc1ES4rdwHT7v8j4G8u6kjf/e53ASgv+ITKysoOvbYxbgklIRQB/YNe9wN2NfM61wDzVLXuPj5V3a1+lcBT+JumvkZV56hqjqrmZGZmNvOyJpLVVnupKFgB+Nv1O9KQIUNIzMxCK8tYunRph17bGLeEkhDygCEiki0iHvxNP/ObeZ3rqNdc5NQaEH8v4ZXA+mae00Q5b+FnaHUlo0aNIjG9V4dfP3XYWACuyX2kw69tjBuavMtIVX0ichf+5p544ElV3SAis4B8VZ0vIqOAeUAGcLmI/FpVTwMQkSz8NYz36p36eRHJxN8ktQa4o43ek4kSFQUrAbjiiiv4+c87fvWy1GFjOfzh81R8uZLq6uo2WXvBmHAmqs3qDnBVTk6O5ufnux2G6QC1tbUkdulObVkJn332GSNGjHAlDk+PAVQf2MFJ1/yGlOyzbFlNE5FEZJWq5jRVzkYqm7CUl5dHbVkJ8V0yOeOMM1yLI9BsVL7Z7jYy0c8WyDFhI7CCGcCh9/2jhFMHn9umg9GaK2XIeRz+eC4VW/KJpNq0MS1hNQQTlgL9BymDG7z5rMN4ep5MfFoGNUf3U71/m6uxGNPeLCGYsOM7vJfq4kLEk0Jyf/eaiwBE4kg++RwAKrZY/5WJbpYQTNgpL/gEgJTss5EE9+/sSTnZ3xdXsdUSgolulhBM2KkIJITB57ociV9K9lkQF09l0UYOHTrkdjjGtBtLCCas1FaW492+DiSOlEFN3iXX7gpnT2H7I9eQ1G84aC2LFy92OyRj2o0lBBNWvNvXQa2PpN5DiU/p4nY4dQLNRgsXLnQ5EmPajyUEE1YqvloNQHL22S5HcrzAOs7PvfIGA+//t8vRGNM+LCGYsOIt9CeEFCchhMvI4MTu/YnvchK15SVU7SlwOxxj2oUlBBM2qkv24Du0m7ikNDy9h7gdznG2PXQZM27wT4ldsSXP5WiMaR+WEExYyMpdgDfQXJQ1EomLdzmir5s8eTIA3sI1LkdiTPuwqStM2Aj0H/zp3uncdlt4NBUFGzduHEgclbs2cfjwYbp27ep2SMa0KashmLCgNT6829YCMHHiRJejaVjnzp1J6nMKaC3vvVd/NndjIp8lBBMWKndvQqvKGTZsGAMHDnQ7nEYlZ40EsPEIJipZQjBhwfvVpwBccsklLkdyYoGE8NcXXnc5EmPaXkgJQUQmicgmESkQkdwG9l8gIqtFxCciV9XbVyMia5zH/KDt2SKyUkS+FJGXnOU5TYyqcBJCuDYXBST1Hop4UvAdLKLffzxz3JTdxkS6JhOCiMQDjwOTgeHAdSIyvF6x7cBNwAsNnKJCVUc6jyuCtj8EPKKqQ4BDwC0tiN9EgUOHDlG150uIS/B33Iaxbb+fSvIA/wys3m12t5GJLqHUEEYDBaq6VVWrgLnA1OACqlqoqmuB2lAuKv4VTy4CXnU2PQNcGXLUJqp88MEHoLUk9RlGWlqa2+E0KXmgv9moovBTlyMxpm2FkhD6AjuCXhc520KVLCL5IrJCRAJf+t2BElX1tfCcJoq8++67AHW/vMNdStZZAHgLP0M1pN9AxkSEUMYhNLR+YXPWEhygqrtE5GTgHRFZBxwJ9ZwiMgOYATBgwIBmXNaEq/rt7rtf8HctJUVIQkjo3o/4Tt2oKT1IdfG2uvcTLtNsGNNSodQQioD+Qa/7AbtCvYCq7nL+bgXeBc4C9gPpIhJISI2eU1XnqGqOquZkZmaGelkTIWq8pVTt3QrxCST1GeZ2OCHZ9tBl3PjdywHwWrORiSKhJIQ8YIhzV5AHmAbMb+IYAEQkQ0SSnOc9gLHARvWvVr4MCNyRNB14o7nBm8hXuWMDoJz/jTFs/+N33Q4nZN/61rcAGJOyx+VIjGk7TSYEp53/LmAR8DnwsqpuEJFZInIFgIiMEpEi4GrgbyKywTn8VCBfRD7DnwBmq+pGZ9/9wI9FpAB/n8ITbfnGTGTwbvePTg73u4vqGz9+PODvENfaGpejMaZthDSXkaouBBbW2/bLoOd5+Jt96h/3MdBgw7DThDS6OcGa6FO5Yz0QeQmhX79+DB48mIKCAtL2biGp91C3QzKm1WyksnFNcP/Beeed53Y4zRZIYoFajjGRzhKLine truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c1937a32b0>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -451,7 +237,7 @@
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"plt.hist(data, bins=200, normed=True, histtype='step', lw=2)\n",
|
||||
"plt.hist(data, bins=200, density=True, histtype='step', lw=2)\n",
|
||||
"norm = stats.norm(mean, std)\n",
|
||||
"plt.plot(xs, norm.pdf(xs), color='k', lw=2)\n",
|
||||
"plt.show()"
|
||||
@@ -466,14 +252,14 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 8,
|
||||
"execution_count": 21,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAaYAAAD1CAYAAAAbHFHuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c193822e80>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -502,14 +288,14 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 9,
|
||||
"execution_count": 22,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAZ8AAAD5CAYAAAD4ODhnAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c19381c1d0>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -519,7 +305,7 @@
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"mean = 13.99\n",
|
||||
"mean = 14.00\n",
|
||||
"std = 2.80\n"
|
||||
]
|
||||
}
|
||||
@@ -534,8 +320,8 @@
|
||||
"\n",
|
||||
"d_t = f(data) # transform data through f(x)\n",
|
||||
"\n",
|
||||
"plt.hist(data, bins=200, normed=True, histtype='step', lw=2)\n",
|
||||
"plt.hist(d_t, bins=200, normed=True, histtype='step', lw=2)\n",
|
||||
"plt.hist(data, bins=200, density=True, histtype='step', lw=2)\n",
|
||||
"plt.hist(d_t, bins=200, density=True, histtype='step', lw=2)\n",
|
||||
"\n",
|
||||
"plt.ylim(0, .35)\n",
|
||||
"plt.show()\n",
|
||||
@@ -564,14 +350,14 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 10,
|
||||
"execution_count": 23,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAZ8AAAD1CAYAAACP+vgcAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c1938f79e8>"
|
||||
"<Figure size 432x288 with 2 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -582,7 +368,7 @@
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"mean = -1.59\n",
|
||||
"std = 2.10\n"
|
||||
"std = 2.09\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -592,7 +378,7 @@
|
||||
"\n",
|
||||
"d_t = f2(data)\n",
|
||||
"plt.subplot(121)\n",
|
||||
"plt.hist(d_t, bins=200, normed=True, histtype='step', lw=2)\n",
|
||||
"plt.hist(d_t, bins=200, density=True, histtype='step', lw=2)\n",
|
||||
"\n",
|
||||
"plt.subplot(122)\n",
|
||||
"kde = stats.gaussian_kde(d_t)\n",
|
||||
@@ -617,7 +403,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 11,
|
||||
"execution_count": 24,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -626,7 +412,7 @@
|
||||
"-1.5*sin(x/3)*sin(1.5*x + 2.1) + cos(x/3)*cos(1.5*x + 2.1)/3 - 1.6"
|
||||
]
|
||||
},
|
||||
"execution_count": 11,
|
||||
"execution_count": 24,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -648,7 +434,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 12,
|
||||
"execution_count": 25,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -657,7 +443,7 @@
|
||||
"-1.66528051815545"
|
||||
]
|
||||
},
|
||||
"execution_count": 12,
|
||||
"execution_count": 25,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -676,14 +462,14 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 13,
|
||||
"execution_count": 26,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAZ8AAAD1CAYAAACP+vgcAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAX0AAAD8CAYAAACb4nSYAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzt3XucTVX/wPHPd+6MO9PNYJCEeMhEIvFEBoWSQkohFKWLy1Cph8ilon4qiUSulUgpl3LJ00OZkdzvJkaFkGIMZmb9/th7zjkzZsxhzsyZOef7fr3Oy157r73Pd6bpe9ZZe+21xBiDUkop/xDg7QCUUkrlH036SinlRzTpK6WUH9Gkr5RSfkSTvlJK+RFN+kop5Uc06SullB/RpK+UUn5Ek75SSvmRIG8HkFm5cuVMVFSUt8NQSqlCJT4+/k9jTERO9Qpc0o+KiiIuLs7bYSilVKEiIr+6U0+7d5RSyo9o0ldKKT+iSV8ppfxIgevTV0opT7lw4QKJiYkkJyd7OxSPCQsLIzIykuDg4Cs6X5O+UspnJSYmUrx4caKiohARb4eTa8YYjh8/TmJiIpUrV76ia2j3jlLKZyUnJ1O2bFmfSPgAIkLZsmVz9c1Fk75Syqf5SsJPl9ufR5O+Ukr5Ee3TVz4hKnZJhnLCmLZeikSpjAIDA6ldu7aj3LlzZ2JjY2nWrBmvv/460dHRJCQk0LJlSyZNmkRoaCjt27d39NmXK1eOb7/91mPxaNJXSqk8VKRIETZt2pTt8cTERFq1asUbb7xBq1atWL16NbfffjtfffVVnsSj3TtKKeUlf/zxB3fddRevvvoq7dq1y5f31KSvlPILIpJnr0s5e/YsdevWdbzmz5/vOPbII4/Qv39/OnXqlOGctWvXOuqPGjXKo78Ht7p3RCQGeAsIBKYaY8ZkOt4X6AekAqeB3saY7faxoUBP+9jTxphlngtfKaUKtkt177Ro0YKPP/6YRx99lKJFizr2e7V7R0QCgXeA1kBNoIuI1MxUbY4xprYxpi4wDnjTPrcm0BmoBcQA79rXU0opvzd48GAaNmxIp06dSElJyZf3dKd7pwGw1xiz3xhzHpgHtHetYIz526UYDhh7uz0wzxhzzhhzANhrX08ppfKVMSbPXrkxYcIESpQoQc+ePXN9LXe4k/TLA4dcyon2vgxEpJ+I7MNq6T99OecqpZSvytynHxsbm+G4iDBjxgx+//13Bg8enOfxuNOnn9Vdios+jowx7wDviEhX4EWgu7vnikhvoDdAxYoV3QhJKaUKh9TU1Cz3r1692rEdEhLC8uXLHeVmzZrlWTzutPQTgQou5Ujgt0vUnwd0uJxzjTFTjDHRxpjoiIgcV/tSSil1hdxJ+huAaiJSWURCsG7MLnatICLVXIptgT329mKgs4iEikhloBrwU+7DVsop89O4Sqns5di9Y4xJEZH+wDKsIZsfGmO2icgIIM4YsxjoLyItgAvASayuHex6nwDbgRSgnzEm6+86Siml8pxb4/SNMV8DX2faN9xle8Alzh0FePbpAqWykDCmrbb6lcqBPpGrlFJ+RJO+Ukr5EU36SimVh0SEhx9+2FFOSUkhIiKCu+++27Hvm2++ITo6mho1anDjjTcycODAPItHk75SSuWh8PBwtm7dytmzZwFYsWIF5cs7n1HdunUr/fv3Z9asWezYsYOtW7dSpUqVPItHk75SSuWx1q1bs2SJNchg7ty5dOnSxXFs3LhxvPDCC9x4440ABAUF8eSTT+ZZLJr0lVL+QSTvXjno3Lkz8+bNIzk5mc2bN9OwYUPHsa1bt1K/fv28/Mkz0KSvfJIO3VQFSZ06dUhISGDu3Lm0adPGq7Fo0ldKqXzQrl07Bg4cmKFrB6BWrVrEx8fnWxya9FWhpguiK7cZk3cvN/To0YPhw4dnWCQdYNCgQYwePZrdu3cDkJaWxptvvunxHz+dLoyulFL5IDIykgEDLp68oE6dOkycOJEuXbqQlJSEiNC2bd41XjTpK5+QVQs/KnaJtvyV150+ffqifc2aNcswffLdd9+dYdx+XtLuHaWU8iOa9JXP0da9UtnTpK+U8mn5se5sfsrtz6NJXynls8LCwjh+/LjPJH5jDMePHycsLOyKr6E3cpVSPisyMpLExESOHTvm7VA8JiwsjMjIyCs+X5O+UspnBQcHU7lyZW+HUaBo947yaVGxS3RKBqVcaNJXSik/oklf+aSEMW116KZSWdCkr5RSfkSTvlJK+RFN+kop5Uc06SullB/RpK+UUn7EraQvIjEisktE9opIbBbHnxOR7SKyWUS+E5FKLsdSRWST/VrsyeCVUkpdnhyfyBWRQOAdoCWQCGwQkcXGmO0u1X4Goo0xSSLyBDAOeNA+dtYYU9fDcSullLoC7rT0GwB7jTH7jTHngXlAe9cKxphVxpgku7geuPKJIZRSSuUZd5J+eeCQSznR3pednsA3LuUwEYkTkfUi0iGrE0Skt10nzpcmRlIFh07FoJTFnQnXJIt9Wc5TKiLdgGjgDpfdFY0xv4lIFWCliGwxxuzLcDFjpgBTAKKjo31jDlSVpzSJK3Vl3GnpJwIVXMqRwG+ZK4lIC+AFoJ0x5lz6fmPMb/a/+4HVQL1cxKvUZdGpGJTKyJ2W/gagmohUBg4DnYGurhVEpB7wPhBjjDnqsr80kGSMOSci5YDGWDd5lfIITepKXZ4ck74xJkVE+gPLgEDgQ2PMNhEZAcQZYxYD44FiwKciAnDQGNMOqAG8LyJpWN8qxmQa9aOUUiofubWIijHma+DrTPuGu2y3yOa8/wG1cxOgUkopz9EncpVSyo9o0ldKKT+iSV8ppfyIJn2llPIjmvSVUsqPaNJXSik/oklfKaX8iCZ9pZTyI5r0lVLKj2jSV35DZ+ZUSpO+Ukr5FU36yufpTJxKOWnSV0opP6JJXyml/IgmfaWU8iOa9JVSyo9o0ldKKT+iSV8ppfyIJn2llPIjmvSVUsqPaNJXfiUqdolOx6D8miZ9pZTyI5r0lV9IGNNWp2NQCk36SinlV9xK+iISIyK7RGSviMRmcfw5EdkuIptF5DsRqeRyrLuI7LFf3T0ZvFJKqcuTY9IXkUDgHaA1UBPoIiI1M1X7GYg2xtQBPgPG2eeWAV4GGgINgJdFpLTnwldKKXU53GnpNwD2GmP2G2POA/OA9q4VjDGrjDFJdnE9EGlvtwJWGGNOGGNOAiuAGM+ErpRS6nK5k/TLA4dcyon2vuz0BL65wnOVUkrloSA36kgW+0yWFUW6AdHAHZdzroj0BnoDVKxY0Y2QlFJKXQl3WvqJQAWXciTwW+ZKItICeAFoZ4w5dznnGmOmGGOijTHRERER7sau1BXTB7SUv3In6W8AqolIZREJAToDi10riEg94H2shH/U5dAy4C4RKW3fwL3L3qeUUsoLckz6xpgUoD9Wst4BfGKM2SYiI0SknV1tPFAM+FRENonIYvvcE8BIrA+ODcAIe59SVyw3rXR9QEv5O3f69DHGfA18nWnfcJftFpc490PgwysNUKk8ZwwsXw7z5sH//gfHj0NICNx0E7RpAw8/DGXLejtKpTzCraSvVEHkkVZ7XBz06QMbN1587PffYcUKePFFePlleOYZCA7O/Xsq5UU6DYPyT8bAG2/ArbdmnfBdnTkDgwfDnXfC0aOXrqtUAadJX/kfY3jl2/dh4EBITbX2FSkCTz0FP/xgJfY9e2DyZKhRw3ne2rXQsCEkJHglbKU8QZO+8i/G8MKqaTy68SvnvkaNYMsWePttuO02iIiA66+3un1++QVGjgSxHzlJSIDmzSEx0SvhK5VbmvSVf3n7bR7fsMhZfuABWLUKqlbNun5wsNWnv3ixdXMXrMTfvj0kJWV9jlIFmCZ95T/WrIHnn3cUv7nhNpg9G0JDcz737rth4UIIssc+bNwIvXpZ9waUKkQ06Sv/cPw4dOni6MPfdO0NPHPPQGcSd0ebNjBpkrM8dy7MmOHhQJXKWzpkU/k+Y+DJJ60hmAAREfTtMIxzQSEXPeiV4zDQPn0gPh4++MAq9+8PTZtClSp5ELhSnqctfeX7vvwSPvnEWZ42jT9KlLvy602YANWrW9tnzkDfvtrNowoNTfrKtyUnw7PPOss9esA99+RuzdzwcJg50zmiZ8UK696AUoWAJn3l2954A/bvt7ZLl4Zx4zxz3QYN4OmnneXYWB3NowoFTfrKdx06BKNHO8uvvurZOXRGjoSrr7a2Dx+GiRM9d22l8ojeyFW+a9AgZ+u7Th3o3dtx6OTJk6xatYqTa+aReuYvAAKLlebzz8/RvHlzSpd2Yynn4sVhxAjr5i7AmDHWMM6rrvL0T6KUx2hLX/mmn3+G+fOd5f/7PwgKYuvWrXTu3JlrrrmGjh078vf6TzmzZQVntqzg73Wf0LFjR6655hq6du3Ktm3bcn6fHj2cUzX884/1IaBUAaZJX/km1+R77738U68eTzzxBHXq1GH+/PmcP38+21PPnz/P3LlzqVOnDv369eP06dPZv09QUMb7BJMnw+7dHvgBlMob2r2jfM+mTbDIOdXCnoceIqZuXfan39C13XzzzewNrkxQqWsASPnrD66/cICN9qybaWlpvPvuuyxfvpyFCxdy0003Zf1+bdtCs2awerX18Ndrr8H06XnxkymVa9rSV77HpZX/x223Ua979wwJv3Xr1mzcuJH4+HhKN3uM4nVbU7xua0o3e4z4+Hji4uJo1aqVo/7evXtp1KgRS5cuzfr9RDLeMJ41C3791eM/llKeoElf+ZZffrHmyLHd/dNPnDlzBoBixYoxa9YslixZQr169QCyHK9fv359vvnmG2bMmEGxYsUAOH36NO3ateOLL77I+n0bNbJa+wApKfD66579uZTyEE36qlDJcX3cV191bH4uQnxKinVeVBTr16/noYceQtIfqsrm+lGxSxARHnnkEX744QcqVqwIwIULine truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x1c19419d5c0>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -691,7 +477,7 @@
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"plt.hist(d_t, bins=200, normed=True, histtype='step', lw=2)\n",
|
||||
"plt.hist(d_t, bins=200, density=True, histtype='step', lw=2)\n",
|
||||
"plot_normal(xs, f2(mean), abs(float(m)*std), color='k', lw=3, label='EKF')\n",
|
||||
"plot_normal(xs, d_t.mean(), d_t.std(), color='r', lw=3, label='MC')\n",
|
||||
"plt.legend()\n",
|
||||
@@ -722,7 +508,7 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.6.3"
|
||||
"version": "3.6.5"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
|
||||
@@ -3,277 +3,23 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
"<style>\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Source+Code+Pro');\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Lora');\n",
|
||||
"\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Open+Sans');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Vollkorn');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Karla');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Poppins');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Arimo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Roboto');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Lato');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Domine');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Chivo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Cardo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Arvo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Crimson+Text');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Ubuntu');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Fontin');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Raleway');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Merriweather');\n",
|
||||
"\n",
|
||||
"\n",
|
||||
".CodeMirror pre {\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
"}\n",
|
||||
" div.cell{\n",
|
||||
" width: 850px;\n",
|
||||
" margin-left: 0% !important;\n",
|
||||
" margin-right: auto;\n",
|
||||
" }\n",
|
||||
" div.text_cell_render{\n",
|
||||
" font-family: 'Lora';\n",
|
||||
" //font-family: 'Open Sans';\n",
|
||||
" //font-family: 'Karla',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Roboto',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Lato',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Domine',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Chivo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Cardo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Arvo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Poppins',verdana,arial,sans-serif; \n",
|
||||
" //font-family: 'Ubuntu',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Fontin',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Raleway',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Merriweather',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Crimson Text', verdana,arial,sans-serif;\n",
|
||||
" //font-family: verdana,arial,sans-serif;\n",
|
||||
" //font-family: arial,sans-serif;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 130%;\n",
|
||||
" text-align: justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" div.text_cell code {\n",
|
||||
" background: transparent;\n",
|
||||
" color: #000000;\n",
|
||||
" font-weight: 400;\n",
|
||||
" font-size: 12pt;\n",
|
||||
" //font-style: bold;\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
" }\n",
|
||||
" h1 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
"\t}\n",
|
||||
"\t\n",
|
||||
" div.input_area {\n",
|
||||
" background: #F6F6F9;\n",
|
||||
" border: 1px solid #586e75; \n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h1 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 30pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" } \n",
|
||||
" h2 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h2 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" font-style: italic;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" } \n",
|
||||
" h3 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h3 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 2em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" h4 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h4 {\n",
|
||||
" font-weight: 100;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" h5 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h5 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-style: normal;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" margin-bottom: 0em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_text.output_pyout {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: scroll;\n",
|
||||
" max-height: 50000px;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_stream.output_stdout.output_text {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: scroll;\n",
|
||||
" max-height: 50000px;\n",
|
||||
" }\n",
|
||||
" div.output_wrapper{\n",
|
||||
" margin-top:0.2em;\n",
|
||||
" margin-bottom:0.2em;\n",
|
||||
"}\n",
|
||||
"\n",
|
||||
" code{\n",
|
||||
" font-size: 6pt;\n",
|
||||
"\n",
|
||||
" }\n",
|
||||
" .rendered_html code{\n",
|
||||
" background-color: transparent;\n",
|
||||
" }\n",
|
||||
" ul{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.5em; \n",
|
||||
" }\n",
|
||||
" ul li li{\n",
|
||||
" padding-left: 0.2em; \n",
|
||||
" margin-bottom: 0.2em; \n",
|
||||
" margin-top: 0.2em; \n",
|
||||
" }\n",
|
||||
" ol{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ol li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.5em; \n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.2em; \n",
|
||||
" }\n",
|
||||
" a:link{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:visited{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:hover{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:focus{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:active{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" .rendered_html :link {\n",
|
||||
" text-decoration: underline; \n",
|
||||
" }\n",
|
||||
" .rendered_html :hover {\n",
|
||||
" text-decoration: none; \n",
|
||||
" }\n",
|
||||
" .rendered_html :visited {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :focus {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :active {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .warning{\n",
|
||||
" color: rgb( 240, 20, 20 )\n",
|
||||
" } \n",
|
||||
" hr {\n",
|
||||
" color: #f3f3f3;\n",
|
||||
" background-color: #f3f3f3;\n",
|
||||
" height: 1px;\n",
|
||||
" }\n",
|
||||
" blockquote{\n",
|
||||
" display:block;\n",
|
||||
" background: #fcfcfc;\n",
|
||||
" border-left: 5px solid #c76c0c;\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" width:680px;\n",
|
||||
" padding: 10px 10px 10px 10px;\n",
|
||||
" text-align:justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" blockquote p {\n",
|
||||
" margin-bottom: 0;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 100%;\n",
|
||||
" }\n",
|
||||
"</style>\n",
|
||||
"<script>\n",
|
||||
" MathJax.Hub.Config({\n",
|
||||
" TeX: {\n",
|
||||
" extensions: [\"AMSmath.js\"],\n",
|
||||
" equationNumbers: { autoNumber: \"AMS\", useLabelIds: true}\n",
|
||||
" },\n",
|
||||
" tex2jax: {\n",
|
||||
" inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ],\n",
|
||||
" displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ]\n",
|
||||
" },\n",
|
||||
" displayAlign: 'center', // Change this to 'center' to center equations.\n",
|
||||
" \"HTML-CSS\": {\n",
|
||||
" scale:95,\n",
|
||||
" availableFonts: [],\n",
|
||||
" preferredFont:null,\n",
|
||||
" webFont: \"TeX\",\n",
|
||||
" styles: {'.MathJax_Display': {\"margin\": 4}}\n",
|
||||
" }\n",
|
||||
" });\n",
|
||||
"</script>\n"
|
||||
" <style>\n",
|
||||
" .output_wrapper, .output {\n",
|
||||
" height:auto !important;\n",
|
||||
" max-height:100000px; \n",
|
||||
" }\n",
|
||||
" .output_scroll {\n",
|
||||
" box-shadow:none !important;\n",
|
||||
" webkit-box-shadow:none !important;\n",
|
||||
" }\n",
|
||||
" </style>\n",
|
||||
" "
|
||||
],
|
||||
"text/plain": [
|
||||
"<IPython.core.display.HTML object>"
|
||||
@@ -288,8 +34,10 @@
|
||||
"#format the book\n",
|
||||
"%matplotlib inline\n",
|
||||
"from __future__ import division, print_function\n",
|
||||
"import sys;sys.path.insert(0,'..')\n",
|
||||
"from book_format import load_style;load_style('..')"
|
||||
"import sys\n",
|
||||
"sys.path.insert(0, '..')\n",
|
||||
"import book_format\n",
|
||||
"book_format.set_style()"
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -428,9 +176,9 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.5.1"
|
||||
"version": "3.6.5"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
"nbformat_minor": 1
|
||||
}
|
||||
@@ -3,277 +3,23 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
"<style>\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Source+Code+Pro');\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Lora');\n",
|
||||
"\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Open+Sans');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Vollkorn');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Karla');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Poppins');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Arimo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Roboto');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Lato');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Domine');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Chivo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Cardo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Arvo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Crimson+Text');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Ubuntu');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Fontin');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Raleway');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Merriweather');\n",
|
||||
"\n",
|
||||
"\n",
|
||||
".CodeMirror pre {\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
"}\n",
|
||||
" div.cell{\n",
|
||||
" width: 850px;\n",
|
||||
" margin-left: 0% !important;\n",
|
||||
" margin-right: auto;\n",
|
||||
" }\n",
|
||||
" div.text_cell_render{\n",
|
||||
" font-family: 'Lora';\n",
|
||||
" //font-family: 'Open Sans';\n",
|
||||
" //font-family: 'Karla',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Roboto',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Lato',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Domine',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Chivo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Cardo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Arvo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Poppins',verdana,arial,sans-serif; \n",
|
||||
" //font-family: 'Ubuntu',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Fontin',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Raleway',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Merriweather',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Crimson Text', verdana,arial,sans-serif;\n",
|
||||
" //font-family: verdana,arial,sans-serif;\n",
|
||||
" //font-family: arial,sans-serif;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 130%;\n",
|
||||
" text-align: justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" div.text_cell code {\n",
|
||||
" background: transparent;\n",
|
||||
" color: #000000;\n",
|
||||
" font-weight: 400;\n",
|
||||
" font-size: 12pt;\n",
|
||||
" //font-style: bold;\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
" }\n",
|
||||
" h1 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
"\t}\n",
|
||||
"\t\n",
|
||||
" div.input_area {\n",
|
||||
" background: #F6F6F9;\n",
|
||||
" border: 1px solid #586e75; \n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h1 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 30pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" } \n",
|
||||
" h2 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h2 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" font-style: italic;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" } \n",
|
||||
" h3 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h3 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 2em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" h4 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h4 {\n",
|
||||
" font-weight: 100;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" h5 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h5 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-style: normal;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" margin-bottom: 0em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_text.output_pyout {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: scroll;\n",
|
||||
" max-height: 50000px;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_stream.output_stdout.output_text {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: scroll;\n",
|
||||
" max-height: 50000px;\n",
|
||||
" }\n",
|
||||
" div.output_wrapper{\n",
|
||||
" margin-top:0.2em;\n",
|
||||
" margin-bottom:0.2em;\n",
|
||||
"}\n",
|
||||
"\n",
|
||||
" code{\n",
|
||||
" font-size: 6pt;\n",
|
||||
"\n",
|
||||
" }\n",
|
||||
" .rendered_html code{\n",
|
||||
" background-color: transparent;\n",
|
||||
" }\n",
|
||||
" ul{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.5em; \n",
|
||||
" }\n",
|
||||
" ul li li{\n",
|
||||
" padding-left: 0.2em; \n",
|
||||
" margin-bottom: 0.2em; \n",
|
||||
" margin-top: 0.2em; \n",
|
||||
" }\n",
|
||||
" ol{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ol li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.5em; \n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.2em; \n",
|
||||
" }\n",
|
||||
" a:link{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:visited{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:hover{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:focus{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:active{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" .rendered_html :link {\n",
|
||||
" text-decoration: underline; \n",
|
||||
" }\n",
|
||||
" .rendered_html :hover {\n",
|
||||
" text-decoration: none; \n",
|
||||
" }\n",
|
||||
" .rendered_html :visited {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :focus {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :active {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .warning{\n",
|
||||
" color: rgb( 240, 20, 20 )\n",
|
||||
" } \n",
|
||||
" hr {\n",
|
||||
" color: #f3f3f3;\n",
|
||||
" background-color: #f3f3f3;\n",
|
||||
" height: 1px;\n",
|
||||
" }\n",
|
||||
" blockquote{\n",
|
||||
" display:block;\n",
|
||||
" background: #fcfcfc;\n",
|
||||
" border-left: 5px solid #c76c0c;\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" width:680px;\n",
|
||||
" padding: 10px 10px 10px 10px;\n",
|
||||
" text-align:justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" blockquote p {\n",
|
||||
" margin-bottom: 0;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 100%;\n",
|
||||
" }\n",
|
||||
"</style>\n",
|
||||
"<script>\n",
|
||||
" MathJax.Hub.Config({\n",
|
||||
" TeX: {\n",
|
||||
" extensions: [\"AMSmath.js\"],\n",
|
||||
" equationNumbers: { autoNumber: \"AMS\", useLabelIds: true}\n",
|
||||
" },\n",
|
||||
" tex2jax: {\n",
|
||||
" inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ],\n",
|
||||
" displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ]\n",
|
||||
" },\n",
|
||||
" displayAlign: 'center', // Change this to 'center' to center equations.\n",
|
||||
" \"HTML-CSS\": {\n",
|
||||
" scale:95,\n",
|
||||
" availableFonts: [],\n",
|
||||
" preferredFont:null,\n",
|
||||
" webFont: \"TeX\",\n",
|
||||
" styles: {'.MathJax_Display': {\"margin\": 4}}\n",
|
||||
" }\n",
|
||||
" });\n",
|
||||
"</script>\n"
|
||||
" <style>\n",
|
||||
" .output_wrapper, .output {\n",
|
||||
" height:auto !important;\n",
|
||||
" max-height:100000px; \n",
|
||||
" }\n",
|
||||
" .output_scroll {\n",
|
||||
" box-shadow:none !important;\n",
|
||||
" webkit-box-shadow:none !important;\n",
|
||||
" }\n",
|
||||
" </style>\n",
|
||||
" "
|
||||
],
|
||||
"text/plain": [
|
||||
"<IPython.core.display.HTML object>"
|
||||
@@ -288,8 +34,10 @@
|
||||
"#format the book\n",
|
||||
"%matplotlib inline\n",
|
||||
"from __future__ import division, print_function\n",
|
||||
"import sys;sys.path.insert(0,'..')\n",
|
||||
"from book_format import load_style;load_style('..')"
|
||||
"import sys\n",
|
||||
"sys.path.insert(0, '..')\n",
|
||||
"import book_format\n",
|
||||
"book_format.set_style()"
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -347,15 +95,26 @@
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stderr",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"C:\\Anaconda3\\lib\\site-packages\\IPython\\html.py:14: ShimWarning: The `IPython.html` package has been deprecated since IPython 4.0. You should import from `notebook` instead. `IPython.html.widgets` has moved to `ipywidgets`.\n",
|
||||
" \"`IPython.html.widgets` has moved to `ipywidgets`.\", ShimWarning)\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAARUAAAEtCAYAAAAmx/QiAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"application/vnd.jupyter.widget-view+json": {
|
||||
"model_id": "609e5b01d9564d6b8c6e025cab5df9cb",
|
||||
"version_major": 2,
|
||||
"version_minor": 0
|
||||
},
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x74132e8>"
|
||||
"interactive(children=(IntSlider(value=1, description='F00', max=2), FloatSlider(value=1.0, description='F01(dt…"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -424,15 +183,17 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAQMAAAEACAYAAAC3RRNlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"application/vnd.jupyter.widget-view+json": {
|
||||
"model_id": "94a56f8ac01144e0b32bbb39a353e40a",
|
||||
"version_major": 2,
|
||||
"version_minor": 0
|
||||
},
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x8005f60>"
|
||||
"interactive(children=(FloatSlider(value=5.0, description='var_x', max=20.0), FloatSlider(value=5.0, descriptio…"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -489,15 +250,17 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAa8AAAEACAYAAAAEIfk6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"application/vnd.jupyter.widget-view+json": {
|
||||
"model_id": "690c1af2d34845dd837f33de97469854",
|
||||
"version_major": 2,
|
||||
"version_minor": 0
|
||||
},
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x80526d8>"
|
||||
"interactive(children=(FloatSlider(value=0.0, description='x', max=50.0, min=-50.0), FloatSlider(value=5.0, des…"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -564,9 +327,9 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.5.1"
|
||||
"version": "3.6.5"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
"nbformat_minor": 1
|
||||
}
|
||||
@@ -10,277 +10,23 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
"<style>\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Source+Code+Pro');\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Lora');\n",
|
||||
"\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Open+Sans');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Vollkorn');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Karla');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Poppins');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Arimo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Roboto');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Lato');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Domine');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Chivo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Cardo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Arvo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Crimson+Text');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Ubuntu');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Fontin');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Raleway');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Merriweather');\n",
|
||||
"\n",
|
||||
"\n",
|
||||
".CodeMirror pre {\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
"}\n",
|
||||
" div.cell{\n",
|
||||
" width: 850px;\n",
|
||||
" margin-left: 0% !important;\n",
|
||||
" margin-right: auto;\n",
|
||||
" }\n",
|
||||
" div.text_cell_render{\n",
|
||||
" font-family: 'Lora';\n",
|
||||
" //font-family: 'Open Sans';\n",
|
||||
" //font-family: 'Karla',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Roboto',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Lato',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Domine',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Chivo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Cardo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Arvo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Poppins',verdana,arial,sans-serif; \n",
|
||||
" //font-family: 'Ubuntu',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Fontin',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Raleway',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Merriweather',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Crimson Text', verdana,arial,sans-serif;\n",
|
||||
" //font-family: verdana,arial,sans-serif;\n",
|
||||
" //font-family: arial,sans-serif;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 130%;\n",
|
||||
" text-align: justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" div.text_cell code {\n",
|
||||
" background: transparent;\n",
|
||||
" color: #000000;\n",
|
||||
" font-weight: 400;\n",
|
||||
" font-size: 12pt;\n",
|
||||
" //font-style: bold;\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
" }\n",
|
||||
" h1 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
"\t}\n",
|
||||
"\t\n",
|
||||
" div.input_area {\n",
|
||||
" background: #F6F6F9;\n",
|
||||
" border: 1px solid #586e75; \n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h1 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 30pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" } \n",
|
||||
" h2 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h2 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" font-style: italic;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" } \n",
|
||||
" h3 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h3 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 2em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" h4 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h4 {\n",
|
||||
" font-weight: 100;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" h5 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h5 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-style: normal;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" margin-bottom: 0em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_text.output_pyout {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: scroll;\n",
|
||||
" max-height: 50000px;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_stream.output_stdout.output_text {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: scroll;\n",
|
||||
" max-height: 50000px;\n",
|
||||
" }\n",
|
||||
" div.output_wrapper{\n",
|
||||
" margin-top:0.2em;\n",
|
||||
" margin-bottom:0.2em;\n",
|
||||
"}\n",
|
||||
"\n",
|
||||
" code{\n",
|
||||
" font-size: 6pt;\n",
|
||||
"\n",
|
||||
" }\n",
|
||||
" .rendered_html code{\n",
|
||||
" background-color: transparent;\n",
|
||||
" }\n",
|
||||
" ul{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.5em; \n",
|
||||
" }\n",
|
||||
" ul li li{\n",
|
||||
" padding-left: 0.2em; \n",
|
||||
" margin-bottom: 0.2em; \n",
|
||||
" margin-top: 0.2em; \n",
|
||||
" }\n",
|
||||
" ol{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ol li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.5em; \n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.2em; \n",
|
||||
" }\n",
|
||||
" a:link{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:visited{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:hover{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:focus{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:active{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" .rendered_html :link {\n",
|
||||
" text-decoration: underline; \n",
|
||||
" }\n",
|
||||
" .rendered_html :hover {\n",
|
||||
" text-decoration: none; \n",
|
||||
" }\n",
|
||||
" .rendered_html :visited {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :focus {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :active {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .warning{\n",
|
||||
" color: rgb( 240, 20, 20 )\n",
|
||||
" } \n",
|
||||
" hr {\n",
|
||||
" color: #f3f3f3;\n",
|
||||
" background-color: #f3f3f3;\n",
|
||||
" height: 1px;\n",
|
||||
" }\n",
|
||||
" blockquote{\n",
|
||||
" display:block;\n",
|
||||
" background: #fcfcfc;\n",
|
||||
" border-left: 5px solid #c76c0c;\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" width:680px;\n",
|
||||
" padding: 10px 10px 10px 10px;\n",
|
||||
" text-align:justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" blockquote p {\n",
|
||||
" margin-bottom: 0;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 100%;\n",
|
||||
" }\n",
|
||||
"</style>\n",
|
||||
"<script>\n",
|
||||
" MathJax.Hub.Config({\n",
|
||||
" TeX: {\n",
|
||||
" extensions: [\"AMSmath.js\"],\n",
|
||||
" equationNumbers: { autoNumber: \"AMS\", useLabelIds: true}\n",
|
||||
" },\n",
|
||||
" tex2jax: {\n",
|
||||
" inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ],\n",
|
||||
" displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ]\n",
|
||||
" },\n",
|
||||
" displayAlign: 'center', // Change this to 'center' to center equations.\n",
|
||||
" \"HTML-CSS\": {\n",
|
||||
" scale:95,\n",
|
||||
" availableFonts: [],\n",
|
||||
" preferredFont:null,\n",
|
||||
" webFont: \"TeX\",\n",
|
||||
" styles: {'.MathJax_Display': {\"margin\": 4}}\n",
|
||||
" }\n",
|
||||
" });\n",
|
||||
"</script>\n"
|
||||
" <style>\n",
|
||||
" .output_wrapper, .output {\n",
|
||||
" height:auto !important;\n",
|
||||
" max-height:100000px; \n",
|
||||
" }\n",
|
||||
" .output_scroll {\n",
|
||||
" box-shadow:none !important;\n",
|
||||
" webkit-box-shadow:none !important;\n",
|
||||
" }\n",
|
||||
" </style>\n",
|
||||
" "
|
||||
],
|
||||
"text/plain": [
|
||||
"<IPython.core.display.HTML object>"
|
||||
@@ -295,8 +41,11 @@
|
||||
"#format the book\n",
|
||||
"%matplotlib inline\n",
|
||||
"from __future__ import division, print_function\n",
|
||||
"import sys;sys.path.insert(0,'..');sys.path.insert(0, '../code')\n",
|
||||
"import book_format; book_format.load_style('..')"
|
||||
"import sys\n",
|
||||
"sys.path.insert(0, '..');\n",
|
||||
"sys.path.insert(0, '../kf_book')\n",
|
||||
"import book_format\n",
|
||||
"book_format.set_style()"
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -313,15 +62,13 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAqIAAAGNCAYAAADKExONAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<matplotlib.figure.Figure at 0x7d00940>"
|
||||
"<Figure size 432x288 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -329,11 +76,8 @@
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"from book_format import set_figsize, figsize\n",
|
||||
"import ukf_internal\n",
|
||||
"\n",
|
||||
"with figsize(10, 6):\n",
|
||||
" ukf_internal.show_four_gps()"
|
||||
"ukf_internal.show_four_gps()"
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -539,9 +283,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
@@ -549,25 +291,25 @@
|
||||
"text": [
|
||||
"iteration: 1\n",
|
||||
"innovation [-148.512 28.6789 -148.5361]\n",
|
||||
"pos [ 805.4175 205.2868]\n",
|
||||
"pos [805.4175 205.2868]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 2\n",
|
||||
"innovation [-0.1177 -7.4049 -0.1599]\n",
|
||||
"pos [ 800.04 199.9746]\n",
|
||||
"pos [800.04 199.9746]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 3\n",
|
||||
"innovation [-0.0463 -0.001 -0.0463]\n",
|
||||
"pos [ 800. 200.]\n",
|
||||
"pos [800. 200.]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 4\n",
|
||||
"innovation [-0. -0. -0.]\n",
|
||||
"pos [ 800. 200.]\n",
|
||||
"pos [800. 200.]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"Iterated solution: [ 800. 200.]\n"
|
||||
"Iterated solution: [800. 200.]\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -673,7 +415,6 @@
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
@@ -683,20 +424,20 @@
|
||||
"text": [
|
||||
"iteration: 1\n",
|
||||
"innovation [-0.0009 -1.3868 -0.0024]\n",
|
||||
"pos [ 800.0014 199.9991]\n",
|
||||
"pos [800.0014 199.9991]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 2\n",
|
||||
"innovation [-0.0016 -0. -0.0016]\n",
|
||||
"pos [ 800. 200.]\n",
|
||||
"pos [800. 200.]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 3\n",
|
||||
"innovation [-0. -0. -0.]\n",
|
||||
"pos [ 800. 200.]\n",
|
||||
"pos [800. 200.]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"Iterated solution: [ 800. 200.]\n"
|
||||
"Iterated solution: [800. 200.]\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -717,40 +458,38 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 5,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"iteration: 1\n",
|
||||
"innovation [ 129.8823 100.461 107.5398]\n",
|
||||
"pos [ 831.4474 186.1222]\n",
|
||||
"innovation [129.8823 100.461 107.5398]\n",
|
||||
"pos [831.4474 186.1222]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 2\n",
|
||||
"innovation [-31.6446 -7.4837 -30.7861]\n",
|
||||
"pos [ 800.3284 198.8076]\n",
|
||||
"pos [800.3284 198.8076]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 3\n",
|
||||
"innovation [-0.6041 -0.3813 0.3569]\n",
|
||||
"pos [ 799.948 198.6026]\n",
|
||||
"pos [799.948 198.6026]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 4\n",
|
||||
"innovation [-0.4803 0.0004 0.4802]\n",
|
||||
"pos [ 799.9476 198.6025]\n",
|
||||
"pos [799.9476 198.6025]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"iteration: 5\n",
|
||||
"innovation [-0.4802 0.0007 0.4803]\n",
|
||||
"pos [ 799.9476 198.6025]\n",
|
||||
"pos [799.9476 198.6025]\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"Iterated solution: [ 799.948 198.602]\n"
|
||||
"Iterated solution: [799.948 198.602]\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -789,9 +528,9 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.5.1"
|
||||
"version": "3.6.5"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
"nbformat_minor": 1
|
||||
}
|
||||
@@ -2,284 +2,30 @@
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
"<style>\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Source+Code+Pro');\n",
|
||||
"@import url('http://fonts.googleapis.com/css?family=Lora');\n",
|
||||
"\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Open+Sans');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Vollkorn');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Karla');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Poppins');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Arimo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Roboto');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Lato');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Domine');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Chivo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Cardo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Arvo');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Crimson+Text');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Ubuntu');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Fontin');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Raleway');\n",
|
||||
"//@import url('http://fonts.googleapis.com/css?family=Merriweather');\n",
|
||||
"\n",
|
||||
"\n",
|
||||
".CodeMirror pre {\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
"}\n",
|
||||
" div.cell{\n",
|
||||
" width: 850px;\n",
|
||||
" margin-left: 0% !important;\n",
|
||||
" margin-right: auto;\n",
|
||||
" }\n",
|
||||
" div.text_cell_render{\n",
|
||||
" font-family: 'Lora';\n",
|
||||
" //font-family: 'Open Sans';\n",
|
||||
" //font-family: 'Karla',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Roboto',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Lato',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Domine',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Chivo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Cardo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Arvo',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Poppins',verdana,arial,sans-serif; \n",
|
||||
" //font-family: 'Ubuntu',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Fontin',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Raleway',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Merriweather',verdana,arial,sans-serif;\n",
|
||||
" //font-family: 'Crimson Text', verdana,arial,sans-serif;\n",
|
||||
" //font-family: verdana,arial,sans-serif;\n",
|
||||
" //font-family: arial,sans-serif;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 130%;\n",
|
||||
" text-align: justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" div.text_cell code {\n",
|
||||
" background: transparent;\n",
|
||||
" color: #000000;\n",
|
||||
" font-weight: 400;\n",
|
||||
" font-size: 12pt;\n",
|
||||
" //font-style: bold;\n",
|
||||
" font-family: 'Source Code Pro', Consolas, monocco, monospace;\n",
|
||||
" }\n",
|
||||
" h1 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
"\t}\n",
|
||||
"\t\n",
|
||||
" div.input_area {\n",
|
||||
" background: #F6F6F9;\n",
|
||||
" border: 1px solid #586e75; \n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h1 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 30pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" } \n",
|
||||
" h2 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h2 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" font-style: italic;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#c76c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 1.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" } \n",
|
||||
" h3 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h3 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" line-height: 100%;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 2em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: wrap;\n",
|
||||
" text-align: left;\n",
|
||||
" }\n",
|
||||
" h4 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
" .text_cell_render h4 {\n",
|
||||
" font-weight: 100;\n",
|
||||
" font-size: 14pt;\n",
|
||||
" color:#d77c0c;\n",
|
||||
" margin-bottom: 0.5em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" h5 {\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .text_cell_render h5 {\n",
|
||||
" font-weight: 200;\n",
|
||||
" font-style: normal;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" font-size: 16pt;\n",
|
||||
" margin-bottom: 0em;\n",
|
||||
" margin-top: 0.5em;\n",
|
||||
" display: block;\n",
|
||||
" white-space: nowrap;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_text.output_pyout {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: scroll;\n",
|
||||
" max-height: 50000px;\n",
|
||||
" }\n",
|
||||
" div.output_subarea.output_stream.output_stdout.output_text {\n",
|
||||
" overflow-x: auto;\n",
|
||||
" overflow-y: scroll;\n",
|
||||
" max-height: 50000px;\n",
|
||||
" }\n",
|
||||
" div.output_wrapper{\n",
|
||||
" margin-top:0.2em;\n",
|
||||
" margin-bottom:0.2em;\n",
|
||||
"}\n",
|
||||
"\n",
|
||||
" code{\n",
|
||||
" font-size: 6pt;\n",
|
||||
"\n",
|
||||
" }\n",
|
||||
" .rendered_html code{\n",
|
||||
" background-color: transparent;\n",
|
||||
" }\n",
|
||||
" ul{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.5em; \n",
|
||||
" }\n",
|
||||
" ul li li{\n",
|
||||
" padding-left: 0.2em; \n",
|
||||
" margin-bottom: 0.2em; \n",
|
||||
" margin-top: 0.2em; \n",
|
||||
" }\n",
|
||||
" ol{\n",
|
||||
" margin: 2em;\n",
|
||||
" }\n",
|
||||
" ol li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.5em; \n",
|
||||
" }\n",
|
||||
" ul li{\n",
|
||||
" padding-left: 0.5em; \n",
|
||||
" margin-bottom: 0.5em; \n",
|
||||
" margin-top: 0.2em; \n",
|
||||
" }\n",
|
||||
" a:link{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:visited{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:hover{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color: #1d3b84;\n",
|
||||
" }\n",
|
||||
" a:focus{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" a:active{\n",
|
||||
" font-weight: bold;\n",
|
||||
" color:#447adb;\n",
|
||||
" }\n",
|
||||
" .rendered_html :link {\n",
|
||||
" text-decoration: underline; \n",
|
||||
" }\n",
|
||||
" .rendered_html :hover {\n",
|
||||
" text-decoration: none; \n",
|
||||
" }\n",
|
||||
" .rendered_html :visited {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :focus {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .rendered_html :active {\n",
|
||||
" text-decoration: none;\n",
|
||||
" }\n",
|
||||
" .warning{\n",
|
||||
" color: rgb( 240, 20, 20 )\n",
|
||||
" } \n",
|
||||
" hr {\n",
|
||||
" color: #f3f3f3;\n",
|
||||
" background-color: #f3f3f3;\n",
|
||||
" height: 1px;\n",
|
||||
" }\n",
|
||||
" blockquote{\n",
|
||||
" display:block;\n",
|
||||
" background: #fcfcfc;\n",
|
||||
" border-left: 5px solid #c76c0c;\n",
|
||||
" font-family: 'Open sans',verdana,arial,sans-serif;\n",
|
||||
" width:680px;\n",
|
||||
" padding: 10px 10px 10px 10px;\n",
|
||||
" text-align:justify;\n",
|
||||
" text-justify:inter-word;\n",
|
||||
" }\n",
|
||||
" blockquote p {\n",
|
||||
" margin-bottom: 0;\n",
|
||||
" line-height: 125%;\n",
|
||||
" font-size: 100%;\n",
|
||||
" }\n",
|
||||
"</style>\n",
|
||||
"<script>\n",
|
||||
" MathJax.Hub.Config({\n",
|
||||
" TeX: {\n",
|
||||
" extensions: [\"AMSmath.js\"],\n",
|
||||
" equationNumbers: { autoNumber: \"AMS\", useLabelIds: true}\n",
|
||||
" },\n",
|
||||
" tex2jax: {\n",
|
||||
" inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ],\n",
|
||||
" displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ]\n",
|
||||
" },\n",
|
||||
" displayAlign: 'center', // Change this to 'center' to center equations.\n",
|
||||
" \"HTML-CSS\": {\n",
|
||||
" scale:95,\n",
|
||||
" availableFonts: [],\n",
|
||||
" preferredFont:null,\n",
|
||||
" webFont: \"TeX\",\n",
|
||||
" styles: {'.MathJax_Display': {\"margin\": 4}}\n",
|
||||
" }\n",
|
||||
" });\n",
|
||||
"</script>\n"
|
||||
" <style>\n",
|
||||
" .output_wrapper, .output {\n",
|
||||
" height:auto !important;\n",
|
||||
" max-height:100000px; \n",
|
||||
" }\n",
|
||||
" .output_scroll {\n",
|
||||
" box-shadow:none !important;\n",
|
||||
" webkit-box-shadow:none !important;\n",
|
||||
" }\n",
|
||||
" </style>\n",
|
||||
" "
|
||||
],
|
||||
"text/plain": [
|
||||
"<IPython.core.display.HTML object>"
|
||||
]
|
||||
},
|
||||
"execution_count": 1,
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -288,8 +34,10 @@
|
||||
"#format the book\n",
|
||||
"%matplotlib inline\n",
|
||||
"from __future__ import division, print_function\n",
|
||||
"import sys;sys.path.insert(0,'..')\n",
|
||||
"from book_format import load_style;load_style('..')"
|
||||
"import sys\n",
|
||||
"sys.path.insert(0, '..')\n",
|
||||
"import book_format\n",
|
||||
"book_format.set_style()"
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -325,17 +73,15 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"execution_count": 4,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"estimate of sin(.3) is 0.30452025\n",
|
||||
"exact value of sin(.3) is 0.295520206661\n"
|
||||
"exact value of sin(.3) is 0.29552020666133955\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -374,9 +120,9 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.5.1"
|
||||
"version": "3.6.5"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
"nbformat_minor": 1
|
||||
}
|
||||
Reference in new issue
Block a user