python.uq.dists.EstimatedDist.EstimatedDist Class Reference

Inheritance diagram for python.uq.dists.EstimatedDist.EstimatedDist:

Public Member Functions
def	__init__ (self, numDims, trainData=None, bounds=None)
def	__str__ (self)
def	computeLinearTransformation (self, bounds)
def	getBounds (self)
def	getDim (self)
def	getDistributions (self)
def	getSamples (self)
def	marginalizeToDimX (self)
def	rvs (self, n=1)

Public Attributes
	bounds
	dim
	trainData
	trans

Constructor & Destructor Documentation

__init__()

def python.uq.dists.EstimatedDist.EstimatedDist.__init__	(		self,
			numDims,
			trainData = None,
			bounds = None
	)

Member Function Documentation

__str__()

def python.uq.dists.EstimatedDist.EstimatedDist.__str__

(

self

)

computeLinearTransformation()

def python.uq.dists.EstimatedDist.EstimatedDist.computeLinearTransformation	(		self,
			bounds
	)

References python.uq.dists.EstimatedDist.EstimatedDist.dim, python.data.DataContainer.DataContainer.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::ForwardSelectorRefinement_refinement_key.dim, sgpp::base::PredictiveRefinement_refinement_key.dim, python.uq.operations.general.isList(), and python.uq.operations.general.isNumerical().

Referenced by python.uq.dists.SGDEdist.SGDEdist.byLearnerSGDEConfig(), and python.uq.dists.SGDEdist.SGDEdist.getJointTransformation().

getBounds()

def python.uq.dists.EstimatedDist.EstimatedDist.getBounds

(

self

)

References sgpp::combigrid::Ishigami.bounds, python.uq.dists.EstimatedDist.EstimatedDist.bounds, sgpp::combigrid::CombigridSurrogateModelConfiguration.bounds, sgpp::combigrid::FirstMomentNormStrategy.bounds, sgpp::combigrid::SecondMomentNormStrategy.bounds, sgpp::combigrid::Parabola.bounds, sgpp::combigrid::CO2.bounds, sgpp::combigrid::LTwoScalarProductHashMapNakBsplineBoundaryCombigrid.bounds, sgpp::combigrid::AtanBeta.bounds, sgpp::combigrid::Debugfct.bounds, sgpp::base::ForwardSelectorRefinement_refinement_key.getDim(), sgpp::base::ImpurityRefinement_refinement_key.getDim(), sgpp::base::PredictiveRefinement_refinement_key.getDim(), python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.getDim(), python.uq.dists.Beta.Beta.getDim(), python.uq.dists.Corr.Corr.getDim(), python.uq.dists.EstimatedDist.EstimatedDist.getDim(), python.uq.dists.Dist.Dist.getDim(), python.uq.dists.DataDist.DataDist.getDim(), and python.data.DataContainer.DataContainer.getDim().

Referenced by python.uq.dists.J.J.discretize().

getDim()

def python.uq.dists.EstimatedDist.EstimatedDist.getDim

(

self

)

References python.uq.dists.EstimatedDist.EstimatedDist.dim, python.data.DataContainer.DataContainer.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::ForwardSelectorRefinement_refinement_key.dim, and sgpp::base::PredictiveRefinement_refinement_key.dim.

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.uq.parameters.ParameterSet.ParameterSet.extractActiveSubset(), python.uq.dists.KDEDist.KDEDist.getBandwidths(), python.uq.dists.EstimatedDist.EstimatedDist.getBounds(), and python.uq.uq_setting.UQSetting.UQSetting.getDim().

getDistributions()

def python.uq.dists.EstimatedDist.EstimatedDist.getDistributions

(

self

)

Referenced by python.uq.parameters.ParameterSet.ParameterSet.getIndependentJointDistribution().

getSamples()

def python.uq.dists.EstimatedDist.EstimatedDist.getSamples

(

self

)

References python.uq.dists.EstimatedDist.EstimatedDist.trainData.

marginalizeToDimX()

def python.uq.dists.EstimatedDist.EstimatedDist.marginalizeToDimX

(

self

)

rvs()

def python.uq.dists.EstimatedDist.EstimatedDist.rvs	(		self,
			n = 1
	)

References python.uq.dists.EstimatedDist.EstimatedDist.dim, python.data.DataContainer.DataContainer.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::ForwardSelectorRefinement_refinement_key.dim, sgpp::base::PredictiveRefinement_refinement_key.dim, python.uq.dists.Dist.Dist.ppf(), python.uq.dists.Beta.Beta.ppf(), python.uq.dists.Uniform.Uniform.ppf(), python.uq.dists.Lognormal.Lognormal.ppf(), python.uq.dists.DataDist.DataDist.ppf(), python.uq.dists.J.J.ppf(), python.uq.dists.KDEDist.KDEDist.ppf(), python.uq.dists.TNormal.TNormal.ppf(), python.uq.dists.Normal.Normal.ppf(), python.uq.dists.NatafDist.NatafDist.ppf(), python.uq.dists.LibAGFDist.LibAGFDist.ppf(), and python.uq.dists.SGDEdist.SGDEdist.ppf().

Member Data Documentation

bounds

python.uq.dists.EstimatedDist.EstimatedDist.bounds

Referenced by python.uq.dists.SGDEdist.SGDEdist.cov(), python.uq.dists.EstimatedDist.EstimatedDist.getBounds(), python.uq.dists.NatafDist.NatafDist.getBounds(), python.uq.dists.LibAGFDist.LibAGFDist.getBounds(), python.uq.dists.SGDEdist.SGDEdist.getJointTransformation(), python.uq.dists.SGDEdist.SGDEdist.marginalize(), python.uq.dists.NatafDist.NatafDist.marginalizeToDimX(), python.uq.dists.SGDEdist.SGDEdist.marginalizeToDimX(), python.uq.dists.KDEDist.KDEDist.toJson(), python.uq.dists.NatafDist.NatafDist.toJson(), and python.uq.dists.SGDEdist.SGDEdist.toJson().

dim

python.uq.dists.EstimatedDist.EstimatedDist.dim

Referenced by python.uq.dists.SGDEdist.SGDEdist.cdf(), python.uq.dists.EstimatedDist.EstimatedDist.computeLinearTransformation(), python.uq.dists.KDEDist.KDEDist.cov(), python.uq.dists.SGDEdist.SGDEdist.cov(), python.uq.dists.EstimatedDist.EstimatedDist.getDim(), python.uq.dists.NatafDist.NatafDist.getDim(), python.uq.dists.LibAGFDist.LibAGFDist.getDim(), python.uq.dists.SGDEdist.SGDEdist.ppf(), python.uq.dists.EstimatedDist.EstimatedDist.rvs(), python.uq.dists.KDEDist.KDEDist.rvs(), python.uq.dists.NatafDist.NatafDist.rvs(), python.uq.dists.SGDEdist.SGDEdist.rvs(), python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_Z(), and python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_X().

trainData

python.uq.dists.EstimatedDist.EstimatedDist.trainData

Referenced by python.uq.dists.KDEDist.KDEDist.__init__(), python.uq.dists.LibAGFDist.LibAGFDist.cdf(), python.uq.dists.EstimatedDist.EstimatedDist.getSamples(), python.uq.dists.KDEDist.KDEDist.marginalize(), python.uq.dists.SGDEdist.SGDEdist.marginalize(), python.uq.dists.KDEDist.KDEDist.marginalizeToDimX(), python.uq.dists.SGDEdist.SGDEdist.marginalizeToDimX(), python.uq.dists.LibAGFDist.LibAGFDist.pdf(), python.uq.dists.LibAGFDist.LibAGFDist.ppf(), python.uq.dists.KDEDist.KDEDist.toJson(), and python.uq.dists.SGDEdist.SGDEdist.toJson().

trans

python.uq.dists.EstimatedDist.EstimatedDist.trans

Referenced by python.uq.dists.SGDEdist.SGDEdist.cdf(), python.uq.dists.SGDEdist.SGDEdist.crossEntropy(), python.uq.dists.SGDEdist.SGDEdist.mean(), python.uq.dists.SGDEdist.SGDEdist.pdf(), python.uq.dists.SGDEdist.SGDEdist.ppf(), python.uq.dists.SGDEdist.SGDEdist.rvs(), and python.uq.dists.SGDEdist.SGDEdist.var().

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

• datadriven/python/uq/dists/EstimatedDist.py