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@quaquel
Created April 11, 2015 08:53
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO/MainProcess] results loaded succesfully from ./data/1000 flu cases.tar.gz\n"
]
}
],
"source": [
"from expWorkbench import load_results, ema_logging\n",
"from analysis.plotting import envelopes\n",
"\n",
"\n",
"\n",
"ema_logging.log_to_stderr(ema_logging.INFO)\n",
"results = load_results(r'./data/1000 flu cases.tar.gz')\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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"text/plain": [
"<matplotlib.figure.Figure at 0x10a470a50>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import analysis.plotting_util as plotting_util\n",
"pallette = sns.color_palette([\"#7BA0C9\",\"#A10058\",\"#EC7F2C\",\"#ADC610\",\"#83267C\",\"#F7EB90\"])\n",
"sns.palplot(pallette)\n",
"sns.set_palette(pallette)\n",
"plotting_util.COLOR_LIST = pallette\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/jhkwakkel/EMAworkbench/src/analysis/plotting_util.py:445: FutureWarning: comparison to `None` will result in an elementwise object comparison in the future.\n",
" if time==None:\n"
]
},
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10494e990>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"envelopes(results, group_by='policy', fill=True, density='boxplot')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10aa66590>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from analysis.pairs_plotting import pairs_scatter\n",
"\n",
"fig, axes = pairs_scatter(results, group_by='policy')\n",
"fig.set_size_inches((12,12))\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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