{
"cells": [
{
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"source": [
"# Design of Experiments\n",
"\n",
"## `doepy` in python 3 (system-wide)\n",
"\n",
"https://doepy.readthedocs.io/en/latest/#quick-start"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
],
"source": [
"from doepy import build"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pressure had more than two levels. Assigning the end point to the high level.\n",
"Temperature had more than two levels. Assigning the end point to the high level.\n"
]
},
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"\n",
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" \n",
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\n",
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"execution_count": 24,
"metadata": {
"image/png": {
"height": 449,
"width": 683
}
},
"output_type": "execute_result"
}
],
"source": [
"from mpl_toolkits.mplot3d import Axes3D\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# plot\n",
"fig = plt.figure(figsize=(12, 8))\n",
"ax = fig.add_subplot(111, projection='3d')\n",
"ax.scatter3D(samples.Pressure,\n",
" samples.Temperature,\n",
" samples['Flow rate'],\n",
" s=50)\n",
"ax.set_xlabel('Pressure')\n",
"ax.set_ylabel('Temperature')\n",
"ax.set_zlabel('Flow rate');\n",
"ax.view_init(30, 125)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 0,
"metadata": {
"collapsed": false
},
"outputs": [
],
"source": [
]
}
],
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"display_name": "Python 3 (system-wide)",
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"cocalc": {
"description": "Python 3 programming language",
"priority": 100,
"url": "https://www.python.org/"
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"name": "python3"
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