File: ProcessSample.py

package info (click to toggle)
openturns 1.26-4
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 67,708 kB
  • sloc: cpp: 261,605; python: 67,030; ansic: 4,378; javascript: 406; sh: 185; xml: 164; makefile: 101
file content (18 lines) | stat: -rw-r--r-- 510 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
import openturns as ot
from matplotlib import pyplot as plt
import openturns.viewer as otv

# Create a bivariate Gaussian process
myTG = ot.RegularGrid(0.0, 0.01, 100)
myCov = ot.ExponentialModel([3.0], [1.2])
myProcess = ot.GaussianProcess(myCov, myTG)

myPS = myProcess.getSample(6)


sample_graph = myPS.drawMarginal(0)
sample_graph.setTitle("A sample of fields")

fig = plt.figure(figsize=(10, 4))
sample_axis = fig.add_subplot(111)
otv.View(sample_graph, figure=fig, axes=[sample_axis], add_legend=False)