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#! /usr/bin/env python
import openturns as ot
ot.TESTPREAMBLE()
# Dimension of test
dimension = 3
# Lambda
lambdaVector = ot.Point(dimension)
lambdaVector[0] = 0.0
lambdaVector[1] = 0.5
lambdaVector[2] = 1
# Init of the function
myFunction = ot.InverseBoxCoxEvaluation(lambdaVector)
myFunction.setName("myInverseBoxCoxFunction")
# We check that for a Point with same values, the function is
# done by component
inPoint = ot.Point(dimension, 2.0)
# result point of the function
outPoint = myFunction(inPoint)
print("myFunction=", myFunction)
print(myFunction.getName(), "( ", inPoint, " ) = ", outPoint)
# Creation of a Sample
size = 10
inSample = ot.Sample(size, dimension)
for index in range(size):
inSample[index] = ot.Point(dimension, (1.0 / (index + 1)))
# result of the function
outSample = myFunction(inSample)
print(myFunction.getName(), "( ", repr(inSample), " ) = ", repr(outSample))
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