python.uq.transformation.RosenblattTransformation.RosenblattTransformation Class Reference

Inheritance diagram for python.uq.transformation.RosenblattTransformation.RosenblattTransformation:

Public Member Functions
def	__init__ (self, dist)
def	__str__ (self)
def	fromJson (cls, jsonObject)
def	getSize (self)
def	probabilisticToUnit (self, q)
def	toJson (self)
def	unitToProbabilistic (self, p)
def	vol (self)

Detailed Description

The inverse CDF transformation class

Constructor & Destructor Documentation

__init__()

def python.uq.transformation.RosenblattTransformation.RosenblattTransformation.__init__	(		self,
			dist
	)

Constructor

References python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, and python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist.

Member Function Documentation

__str__()

def python.uq.transformation.RosenblattTransformation.RosenblattTransformation.__str__

(

self

)

fromJson()

def python.uq.transformation.RosenblattTransformation.RosenblattTransformation.fromJson	(		cls,
			jsonObject
	)

Referenced by python.uq.uq_setting.UQSetting.UQSetting.setMemento().

getSize()

def python.uq.transformation.RosenblattTransformation.RosenblattTransformation.getSize

(

self

)

References python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, and python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.convert(), python.uq.uq_setting.UQSetting.UQSetting.getTimeDependentResults(), python.uq.uq_setting.UQSetting.UQSetting.runSamples(), and python.uq.uq_setting.UQSetting.UQSetting.runSamples_withoutDistribution().

probabilisticToUnit()

def python.uq.transformation.RosenblattTransformation.RosenblattTransformation.probabilisticToUnit	(		self,
			q
	)

Performs the CDF function of the given distribution on p
@param q: numeric value in the probabilistic space
@return: numeric value in [0, 1]

References python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, and python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist.

toJson()

def python.uq.transformation.RosenblattTransformation.RosenblattTransformation.toJson

(

self

)

Returns a string that represents the object

References python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, and python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist.

Referenced by python.uq.uq_setting.UQSetting.UQSetting.__str__(), and python.uq.uq_setting.UQSetting.UQSetting.createMemento().

unitToProbabilistic()

def python.uq.transformation.RosenblattTransformation.RosenblattTransformation.unitToProbabilistic	(		self,
			p
	)

Performs the PPF function of the given distribution on p which
has to be in [0, 1]
@param p: numeric value in [0, 1]
@return: numeric value in the probabilistic space

References python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, and python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist.

vol()

def python.uq.transformation.RosenblattTransformation.RosenblattTransformation.vol

(

self

)

---

The documentation for this class was generated from the following file:

• datadriven/python/uq/transformation/RosenblattTransformation.py