{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": false }, "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" ] }, { "data": { "text/html": [ "
\n", " | Pressure | \n", "Temperature | \n", "Flow rate | \n", "Time | \n", "
---|---|---|---|---|
0 | \n", "47.894737 | \n", "327.894737 | \n", "0.242105 | \n", "8.789474 | \n", "
1 | \n", "44.736842 | \n", "302.631579 | \n", "0.336842 | \n", "5.947368 | \n", "
2 | \n", "70.000000 | \n", "293.157895 | \n", "0.294737 | \n", "6.578947 | \n", "
3 | \n", "41.578947 | \n", "334.210526 | \n", "0.315789 | \n", "9.105263 | \n", "
4 | \n", "58.947368 | \n", "299.473684 | \n", "0.389474 | \n", "7.526316 | \n", "
5 | \n", "46.315789 | \n", "340.526316 | \n", "0.368421 | \n", "10.684211 | \n", "
6 | \n", "66.842105 | \n", "337.368421 | \n", "0.357895 | \n", "7.210526 | \n", "
7 | \n", "63.684211 | \n", "350.000000 | \n", "0.347368 | \n", "8.473684 | \n", "
8 | \n", "52.631579 | \n", "324.736842 | \n", "0.210526 | \n", "5.631579 | \n", "
9 | \n", "51.052632 | \n", "321.578947 | \n", "0.273684 | \n", "6.894737 | \n", "
10 | \n", "40.000000 | \n", "296.315789 | \n", "0.400000 | \n", "8.157895 | \n", "
11 | \n", "43.157895 | \n", "343.684211 | \n", "0.200000 | \n", "11.000000 | \n", "
12 | \n", "68.421053 | \n", "290.000000 | \n", "0.305263 | \n", "9.736842 | \n", "
13 | \n", "49.473684 | \n", "318.421053 | \n", "0.231579 | \n", "7.842105 | \n", "
14 | \n", "54.210526 | \n", "315.263158 | \n", "0.221053 | \n", "5.000000 | \n", "
15 | \n", "57.368421 | \n", "331.052632 | \n", "0.378947 | \n", "5.315789 | \n", "
16 | \n", "65.263158 | \n", "346.842105 | \n", "0.252632 | \n", "10.368421 | \n", "
17 | \n", "55.789474 | \n", "312.105263 | \n", "0.326316 | \n", "10.052632 | \n", "
18 | \n", "60.526316 | \n", "308.947368 | \n", "0.263158 | \n", "9.421053 | \n", "
19 | \n", "62.105263 | \n", "305.789474 | \n", "0.284211 | \n", "6.263158 | \n", "