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prim new functions
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "from expWorkbench import load_results, ema_logging\n", | |
| "from analysis import prim\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "[INFO/MainProcess] results loaded succesfully from ./data/5000 runs energy model no policies.tar.gz\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "ema_logging.log_to_stderr(ema_logging.INFO)\n", | |
| "results = load_results(r'./data/5000 runs energy model no policies.tar.gz')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
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| ], | |
| "text/plain": [ | |
| "<matplotlib.figure.Figure at 0x1153dc650>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "experiments, outcomes = results\n", | |
| "data = outcomes['fraction renewables'][:,-1]\n", | |
| "\n", | |
| "fig = plt.figure()\n", | |
| "ax = fig.add_subplot(111)\n", | |
| "ax.hist(data, bins=20)\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "\n", | |
| "Let's use a most basic classify function for prove of concept and demonstration purposes\n", | |
| "\n", | |
| "$\n", | |
| " \\begin{aligned}\n", | |
| " x = \\begin{cases} 1 &\\mbox{if } fraction<0.3 \\\\\n", | |
| " 0 &\\mbox{otherwise} \\\\\n", | |
| " \\end{cases} \n", | |
| " \\end{aligned}\n", | |
| "$\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "[INFO/MainProcess] 5000 points remaining, containing 1600 cases of interest\n", | |
| "[INFO/MainProcess] mean: 0.85342019544, mass: 0.0614, coverage: 0.16375, density: 0.85342019544 restricted_dimensions: 10.0\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "coverage 0.416250\n", | |
| "density 0.602715\n", | |
| "mass 0.221000\n", | |
| "mean 0.602715\n", | |
| "res dim 5.000000\n", | |
| "Name: 10, dtype: float64\n", | |
| "\n", | |
| " box 10 \\\n", | |
| " min max \n", | |
| "SWITCH electrification rate set([1, 2, 5]) set([1, 2, 5]) \n", | |
| "progress ratio wind 0.8898818 0.9999863 \n", | |
| "time of nuclear power plant ban 2029.565 2099.996 \n", | |
| "SWITCH economic growth set([1, 2, 3, 4, 5]) set([1, 2, 3, 4, 5]) \n", | |
| "economic lifetime wind 20.00086 29.01451 \n", | |
| "\n", | |
| " \n", | |
| " qp values \n", | |
| "SWITCH electrification rate 3.336084e-22 \n", | |
| "progress ratio wind 6.583885e-06 \n", | |
| "time of nuclear power plant ban 8.293114e-06 \n", | |
| "SWITCH economic growth 0.005080611 \n", | |
| "economic lifetime wind 0.04341461 \n", | |
| "\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "reload(prim)\n", | |
| "\n", | |
| "def classify(outcomes):\n", | |
| " outcome = outcomes['fraction renewables']\n", | |
| " outcome = outcome[:,-1]\n", | |
| " classes = np.zeros(outcome.shape)\n", | |
| " classes[outcome<0.35] = 1\n", | |
| " return classes\n", | |
| "\n", | |
| "\n", | |
| "prim_obj = prim.Prim(results, classify, threshold=0.75, peel_alpha=0.1)\n", | |
| "box1 = prim_obj.find_box()\n", | |
| "box1.inspect(10)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 13, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
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| "text/plain": [ | |
| "<matplotlib.figure.Figure at 0x114d72f90>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "box1.inspect(10, style='graph')\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 15, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "\n", | |
| "\n", | |
| "<style>\n", | |
| "\n", | |
| " table\n", | |
| " {\n", | |
| " border-collapse: collapse;\n", | |
| " }\n", | |
| " th\n", | |
| " {\n", | |
| " background-color: rgba(255,255,255,0.6);;;\n", | |
| " }\n", | |
| " td\n", | |
| " {\n", | |
| " background-color: rgba(255,255,255,0.6);;\n", | |
| " }\n", | |
| " table, th, td\n", | |
| " {\n", | |
| " font-family:Tahoma, Tahoma, sans-serif;\n", | |
| " font-size: 16px;\n", | |
| " border: 1px solid black;\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| " \n", | |
| "</style>\n", | |
| "\n", | |
| "<div id=\"fig_el223946783044642249547794\"></div>\n", | |
| "<script>\n", | |
| "function mpld3_load_lib(url, callback){\n", | |
| " var s = document.createElement('script');\n", | |
| " s.src = url;\n", | |
| " s.async = true;\n", | |
| " s.onreadystatechange = s.onload = callback;\n", | |
| " s.onerror = function(){console.warn(\"failed to load library \" + url);};\n", | |
| " document.getElementsByTagName(\"head\")[0].appendChild(s);\n", | |
| "}\n", | |
| "\n", | |
| "if(typeof(mpld3) !== \"undefined\" && mpld3._mpld3IsLoaded){\n", | |
| " // already loaded: just create the figure\n", | |
| " !function(mpld3){\n", | |
| " \n", | |
| " mpld3.register_plugin(\"htmltooltip\", HtmlTooltipPlugin);\n", | |
| " HtmlTooltipPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
| " HtmlTooltipPlugin.prototype.constructor = HtmlTooltipPlugin;\n", | |
| " HtmlTooltipPlugin.prototype.requiredProps = [\"id\"];\n", | |
| " HtmlTooltipPlugin.prototype.defaultProps = {labels:null,\n", | |
| " hoffset:0,\n", | |
| " voffset:10};\n", | |
| " function HtmlTooltipPlugin(fig, props){\n", | |
| " mpld3.Plugin.call(this, fig, props);\n", | |
| " };\n", | |
| "\n", | |
| " HtmlTooltipPlugin.prototype.draw = function(){\n", | |
| " var obj = mpld3.get_element(this.props.id);\n", | |
| " var labels = this.props.labels;\n", | |
| " var tooltip = d3.select(\"body\").append(\"div\")\n", | |
| " .attr(\"class\", \"mpld3-tooltip\")\n", | |
| " .style(\"position\", \"absolute\")\n", | |
| " .style(\"z-index\", \"10\")\n", | |
| " .style(\"visibility\", \"hidden\");\n", | |
| "\n", | |
| " obj.elements()\n", | |
| " .on(\"mouseover\", function(d, i){\n", | |
| " tooltip.html(labels[i])\n", | |
| " .style(\"visibility\", \"visible\");})\n", | |
| " .on(\"mousemove\", function(d, i){\n", | |
| " tooltip\n", | |
| " .style(\"top\", d3.event.pageY + this.props.voffset + \"px\")\n", | |
| " .style(\"left\",d3.event.pageX + this.props.hoffset + \"px\");\n", | |
| " }.bind(this))\n", | |
| " .on(\"mouseout\", function(d, i){\n", | |
| " tooltip.style(\"visibility\", \"hidden\");});\n", | |
| " };\n", | |
| " \n", | |
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960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"voffset\": 10, \"labels\": [\"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 0</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>1.00</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.32</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>1.00</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>0.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 1</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.96</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.34</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.90</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>1.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 2</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.88</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.38</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.75</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>2.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 3</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.83</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.40</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.67</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>2.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 4</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.75</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.43</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.56</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>3.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 5</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.66</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.47</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.45</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>3.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 6</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.62</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.49</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.40</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>4.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 7</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.51</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.54</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.30</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>4.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 8</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.48</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.56</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.27</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 9</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.45</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.58</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.25</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 10</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.42</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.60</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.22</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 11</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.39</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.62</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.20</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 12</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.36</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.64</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.18</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>6.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 13</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.33</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.66</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.16</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>7.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 14</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.31</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.68</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.14</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 15</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.29</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.71</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.13</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 16</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.27</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.73</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.12</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 17</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.25</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.75</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.11</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 18</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.23</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.77</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.09</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 19</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.19</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.81</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.07</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 20</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.17</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.83</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.07</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 21</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 22</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 23</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 24</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\"], \"type\": \"htmltooltip\", \"id\": \"el22394711855056\", \"hoffset\": 10}], \"data\": {\"data02\": [[0.0, 0.0]], \"data01\": [[1.0, 0.32], [0.96125, 0.3417777777777778], [0.88, 0.3773787188421335], [0.830625, 0.3958891867739053], [0.748125, 0.42841803865425915], [0.655625, 0.4695613249776186], [0.615625, 0.4900497512437811], [0.511875, 0.5398813447593935], [0.479375, 0.5619047619047619], [0.44625, 0.5814332247557004], [0.41625, 0.6027149321266968], [0.3875, 0.6237424547283702], [0.359375, 0.6431767337807607], [0.333125, 0.6629353233830846], [0.309375, 0.6846473029045643], [0.286875, 0.7061538461538461], [0.265625, 0.7264957264957265], [0.24625, 0.7490494296577946], [0.2275, 0.7695560253699789], [0.1875, 0.8086253369272237], [0.1725, 0.8288288288288288], [0.15875, 0.8494983277591973], [0.16, 0.8504983388704319], [0.16125, 0.8514851485148515], [0.16375, 0.8534201954397395]]}, \"id\": \"el22394678304464\"});\n", | |
| " }(mpld3);\n", | |
| "}else if(typeof define === \"function\" && define.amd){\n", | |
| " // require.js is available: use it to load d3/mpld3\n", | |
| " require.config({paths: {d3: \"https://mpld3.github.io/js/d3.v3.min\"}});\n", | |
| " require([\"d3\"], function(d3){\n", | |
| " window.d3 = d3;\n", | |
| " mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n", | |
| " \n", | |
| " mpld3.register_plugin(\"htmltooltip\", HtmlTooltipPlugin);\n", | |
| " HtmlTooltipPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
| " HtmlTooltipPlugin.prototype.constructor = HtmlTooltipPlugin;\n", | |
| " HtmlTooltipPlugin.prototype.requiredProps = [\"id\"];\n", | |
| " HtmlTooltipPlugin.prototype.defaultProps = {labels:null,\n", | |
| " hoffset:0,\n", | |
| " voffset:10};\n", | |
| " function HtmlTooltipPlugin(fig, props){\n", | |
| " mpld3.Plugin.call(this, fig, props);\n", | |
| " };\n", | |
| "\n", | |
| " HtmlTooltipPlugin.prototype.draw = function(){\n", | |
| " var obj = mpld3.get_element(this.props.id);\n", | |
| " var labels = this.props.labels;\n", | |
| " var tooltip = d3.select(\"body\").append(\"div\")\n", | |
| " .attr(\"class\", \"mpld3-tooltip\")\n", | |
| " .style(\"position\", \"absolute\")\n", | |
| " .style(\"z-index\", \"10\")\n", | |
| " .style(\"visibility\", \"hidden\");\n", | |
| "\n", | |
| " obj.elements()\n", | |
| " .on(\"mouseover\", function(d, i){\n", | |
| " tooltip.html(labels[i])\n", | |
| " .style(\"visibility\", \"visible\");})\n", | |
| " .on(\"mousemove\", function(d, i){\n", | |
| " tooltip\n", | |
| " .style(\"top\", d3.event.pageY + this.props.voffset + \"px\")\n", | |
| " .style(\"left\",d3.event.pageX + this.props.hoffset + \"px\");\n", | |
| " }.bind(this))\n", | |
| " .on(\"mouseout\", function(d, i){\n", | |
| " tooltip.style(\"visibility\", \"hidden\");});\n", | |
| " };\n", | |
| " \n", | |
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960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"voffset\": 10, \"labels\": [\"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 0</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>1.00</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.32</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>1.00</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>0.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 1</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.96</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.34</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.90</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>1.00</td>\\n </tr>\\n 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dim</th>\\n <td>4.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 7</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.51</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.54</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.30</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>4.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 8</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.48</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.56</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.27</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 9</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.45</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.58</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.25</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 10</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.42</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.60</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.22</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 11</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.39</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.62</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.20</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 12</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.36</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.64</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.18</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>6.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 13</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.33</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.66</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.16</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>7.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 14</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.31</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.68</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.14</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 15</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.29</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.71</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.13</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 16</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.27</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.73</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.12</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 17</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.25</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.75</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.11</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 18</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.23</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.77</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.09</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 19</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.19</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.81</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.07</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 20</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.17</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.83</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.07</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 21</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 22</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 23</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 24</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\"], \"type\": \"htmltooltip\", \"id\": \"el22394711855056\", \"hoffset\": 10}], \"data\": {\"data02\": [[0.0, 0.0]], \"data01\": [[1.0, 0.32], [0.96125, 0.3417777777777778], [0.88, 0.3773787188421335], [0.830625, 0.3958891867739053], [0.748125, 0.42841803865425915], [0.655625, 0.4695613249776186], [0.615625, 0.4900497512437811], [0.511875, 0.5398813447593935], [0.479375, 0.5619047619047619], [0.44625, 0.5814332247557004], [0.41625, 0.6027149321266968], [0.3875, 0.6237424547283702], [0.359375, 0.6431767337807607], [0.333125, 0.6629353233830846], [0.309375, 0.6846473029045643], [0.286875, 0.7061538461538461], [0.265625, 0.7264957264957265], [0.24625, 0.7490494296577946], [0.2275, 0.7695560253699789], [0.1875, 0.8086253369272237], [0.1725, 0.8288288288288288], [0.15875, 0.8494983277591973], [0.16, 0.8504983388704319], [0.16125, 0.8514851485148515], [0.16375, 0.8534201954397395]]}, \"id\": \"el22394678304464\"});\n", | |
| " });\n", | |
| " });\n", | |
| "}else{\n", | |
| " // require.js not available: dynamically load d3 & mpld3\n", | |
| " mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n", | |
| " mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n", | |
| " \n", | |
| " mpld3.register_plugin(\"htmltooltip\", HtmlTooltipPlugin);\n", | |
| " HtmlTooltipPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
| " HtmlTooltipPlugin.prototype.constructor = HtmlTooltipPlugin;\n", | |
| " HtmlTooltipPlugin.prototype.requiredProps = [\"id\"];\n", | |
| " HtmlTooltipPlugin.prototype.defaultProps = {labels:null,\n", | |
| " hoffset:0,\n", | |
| " voffset:10};\n", | |
| " function HtmlTooltipPlugin(fig, props){\n", | |
| " mpld3.Plugin.call(this, fig, props);\n", | |
| " };\n", | |
| "\n", | |
| " HtmlTooltipPlugin.prototype.draw = function(){\n", | |
| " var obj = mpld3.get_element(this.props.id);\n", | |
| " var labels = this.props.labels;\n", | |
| " var tooltip = d3.select(\"body\").append(\"div\")\n", | |
| " .attr(\"class\", \"mpld3-tooltip\")\n", | |
| " .style(\"position\", \"absolute\")\n", | |
| " .style(\"z-index\", \"10\")\n", | |
| " .style(\"visibility\", \"hidden\");\n", | |
| "\n", | |
| " obj.elements()\n", | |
| " .on(\"mouseover\", function(d, i){\n", | |
| " tooltip.html(labels[i])\n", | |
| " .style(\"visibility\", \"visible\");})\n", | |
| " .on(\"mousemove\", function(d, i){\n", | |
| " tooltip\n", | |
| " .style(\"top\", d3.event.pageY + this.props.voffset + \"px\")\n", | |
| " .style(\"left\",d3.event.pageX + this.props.hoffset + \"px\");\n", | |
| " }.bind(this))\n", | |
| " .on(\"mouseout\", function(d, i){\n", | |
| " tooltip.style(\"visibility\", \"hidden\");});\n", | |
| " };\n", | |
| " \n", | |
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960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"voffset\": 10, \"labels\": [\"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 0</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>1.00</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.32</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>1.00</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>0.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 1</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.96</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.34</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.90</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>1.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 2</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.88</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.38</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.75</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>2.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 3</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.83</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.40</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.67</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>2.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 4</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.75</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.43</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.56</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>3.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 5</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.66</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.47</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.45</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>3.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 6</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.62</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.49</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.40</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>4.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 7</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.51</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.54</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.30</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>4.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 8</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.48</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.56</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.27</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 9</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.45</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.58</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.25</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 10</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.42</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.60</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.22</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 11</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.39</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.62</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.20</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>5.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 12</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.36</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.64</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.18</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>6.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 13</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.33</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.66</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.16</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>7.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 14</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.31</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.68</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.14</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 15</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.29</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.71</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.13</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 16</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.27</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.73</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.12</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>8.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 17</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.25</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.75</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.11</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 18</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.23</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.77</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.09</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 19</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.19</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.81</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.07</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 20</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td>0.17</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td>0.83</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td>0.07</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>9.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 21</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 22</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 23</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\", \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n <thead>\\n <tr style=\\\"text-align: right;\\\">\\n <th></th>\\n <th>box 24</th>\\n </tr>\\n </thead>\\n <tbody>\\n <tr>\\n <th>coverage</th>\\n <td> 0.16</td>\\n </tr>\\n <tr>\\n <th>density</th>\\n <td> 0.85</td>\\n </tr>\\n <tr>\\n <th>mass</th>\\n <td> 0.06</td>\\n </tr>\\n <tr>\\n <th>res dim</th>\\n <td>10.00</td>\\n </tr>\\n </tbody>\\n</table>\"], \"type\": \"htmltooltip\", \"id\": \"el22394711855056\", \"hoffset\": 10}], \"data\": {\"data02\": [[0.0, 0.0]], \"data01\": [[1.0, 0.32], [0.96125, 0.3417777777777778], [0.88, 0.3773787188421335], [0.830625, 0.3958891867739053], [0.748125, 0.42841803865425915], [0.655625, 0.4695613249776186], [0.615625, 0.4900497512437811], [0.511875, 0.5398813447593935], [0.479375, 0.5619047619047619], [0.44625, 0.5814332247557004], [0.41625, 0.6027149321266968], [0.3875, 0.6237424547283702], [0.359375, 0.6431767337807607], [0.333125, 0.6629353233830846], [0.309375, 0.6846473029045643], [0.286875, 0.7061538461538461], [0.265625, 0.7264957264957265], [0.24625, 0.7490494296577946], [0.2275, 0.7695560253699789], [0.1875, 0.8086253369272237], [0.1725, 0.8288288288288288], [0.15875, 0.8494983277591973], [0.16, 0.8504983388704319], [0.16125, 0.8514851485148515], [0.16375, 0.8534201954397395]]}, \"id\": \"el22394678304464\"});\n", | |
| " })\n", | |
| " });\n", | |
| "}\n", | |
| "</script>" | |
| ], | |
| "text/plain": [ | |
| "<IPython.core.display.HTML object>" | |
| ] | |
| }, | |
| "execution_count": 15, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "import mpld3\n", | |
| "box1.show_tradeoff()\n", | |
| "mpld3.display()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 16, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
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| ], | |
| "text/plain": [ | |
| "<matplotlib.figure.Figure at 0x118e2bd90>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "box1.show_tradeoff()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 2", | |
| "language": "python", | |
| "name": "python2" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 2 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython2", | |
| "version": "2.7.9" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 0 | |
| } |
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