File: FunctionalBasisProcess.py

package info (click to toggle)
openturns 1.24-4
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 66,204 kB
  • sloc: cpp: 256,662; python: 63,381; ansic: 4,414; javascript: 406; sh: 180; xml: 164; yacc: 123; makefile: 98; lex: 55
file content (23 lines) | stat: -rw-r--r-- 685 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
import openturns as ot
from matplotlib import pyplot as plt
from openturns.viewer import View

f1 = ot.SymbolicFunction(["t"], ["sin(t)"])
f2 = ot.SymbolicFunction(["t"], ["cos(t)*cos(t)"])
myBasis = ot.Basis([f1, f2])
coefDis = ot.Normal([2] * 2, [5] * 2, ot.CorrelationMatrix(2))
myTG = ot.RegularGrid(0.0, 0.1, 250)

myFBP = ot.FunctionalBasisProcess(coefDis, myBasis, myTG)

TS = myFBP.getRealization()


graph = TS.draw()
graph.add(myFBP.getRealization().draw())
graph.add(myFBP.getRealization().draw())
graph.setTitle("Functional Basis Process")

fig = plt.figure(figsize=(10, 4))
fbp_axis = fig.add_subplot(111)
view = View(graph, figure=fig, axes=[fbp_axis], add_legend=False)