1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
|
import openturns as ot
import openturns.viewer as otv
size = 100
inputDimension = 6
inputSample = ot.Normal(inputDimension).getSample(size)
inputVar = ["X" + str(i) for i in range(inputDimension)]
inputSample.setDescription(inputVar)
expression = ""
for i in range(inputDimension):
if i > 0:
expression += "+"
expression += "cos(" + str(i + 1) + "*" + inputVar[i] + ")"
model = ot.SymbolicFunction(inputVar, [expression])
outputSample = model(inputSample)
cobweb = ot.VisualTest.DrawParallelCoordinates(
inputSample, outputSample, 2.5, 3.0, "red", False
)
cobweb.setLegendCorner([1.0, 0.0])
cobweb.setLegendPosition("lower right")
otv.View(cobweb, figure_kw={"figsize": (9, 5)})
|
