1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
|
#! /usr/bin/env python
import openturns as ot
import openturns.testing as ott
ot.TESTPREAMBLE()
basisSize = 3
sampleSize = 3
X = ot.Sample(sampleSize, 1)
for i in range(sampleSize):
X[i, 0] = i + 1.0
Y = ot.Sample(sampleSize, 1)
phis = []
for j in range(basisSize):
phis.append(ot.SymbolicFunction(["x"], ["x^" + str(j + 1)]))
basis = ot.Basis(phis)
for i in range(basisSize):
print(ot.FunctionCollection(basis)[i](X))
proxy = ot.DesignProxy(X, basis)
full = range(basisSize)
design = proxy.computeDesign(full)
print(design)
with ott.assert_raises(TypeError):
proxy.computeDesign(range(5))
partial = [0, 2]
print(proxy.getBasis(partial))
proxy = ot.DesignProxy(ot.Matrix(design))
full = range(basisSize)
design = proxy.computeDesign(full)
print(design)
with ott.assert_raises(TypeError):
proxy.computeDesign(range(5))
|
