python.uq.dists.EstimatedDist.EstimatedDist Class Reference

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

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

Public Attributes
	bounds
	dim
	trainData
	trans

Protected Member Functions
	_convertEvalPoint (self, x)

Constructor & Destructor Documentation

__init__()

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

References python.uq.dists.EstimatedDist.EstimatedDist.__init__().

Referenced by python.uq.dists.EstimatedDist.EstimatedDist.__init__().

Member Function Documentation

__str__()

python.uq.dists.EstimatedDist.EstimatedDist.__str__

(

self

)

_convertEvalPoint()

python.uq.dists.EstimatedDist.EstimatedDist._convertEvalPoint (   self,   x  )

protected

References sgpp::base::ForwardSelectorRefinement_refinement_key.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::PredictiveRefinement_refinement_key.dim, sgpp::base::GridDataBase.dim(), sgpp::combigrid::OperationPoleHierarchisationGeneral::HierarchisationGeneralSLE.dim, sgpp::combigrid::IndexVectorIterator.dim, sgpp::combigrid::IndexVectorRange.dim, python.data.DataContainer.DataContainer.dim, python.uq.dists.EstimatedDist.EstimatedDist.dim, python.uq.dists.LibAGFDist.LibAGFDist.dim, python.uq.dists.SGDEdist.SGDEdist.dim, python.uq.operations.natafTransformation.NatafTransformation.dim, sgpp::datadriven::AlgorithmAdaBoostBase.dim, sgpp::datadriven::OperationMultiEvalHPX.dim, sgpp::datadriven::OperationMultiEvalMPI.dim, sgpp::datadriven::OperationMultipleEvalSubspaceCombined.dim, sgpp::datadriven::OperationMultipleEvalSubspaceSimple.dim, sgpp::datadriven::PiecewiseConstantRegression::Node.dim, and sgpp::pde::PDESolver.dim.

Referenced by python.uq.dists.NatafDist.NatafDist.cdf(), python.uq.dists.KDEDist.KDEDist.cdf(), python.uq.dists.SGDEdist.SGDEdist.cdf(), python.uq.dists.KDEDist.KDEDist.pdf(), python.uq.dists.NatafDist.NatafDist.pdf(), python.uq.dists.SGDEdist.SGDEdist.pdf(), python.uq.dists.NatafDist.NatafDist.ppf(), python.uq.dists.KDEDist.KDEDist.ppf(), and python.uq.dists.SGDEdist.SGDEdist.ppf().

computeLinearTransformation()

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

Referenced by python.uq.dists.SGDEdist.SGDEdist.byLearnerSGDEConfig().

getBounds()

python.uq.dists.EstimatedDist.EstimatedDist.getBounds

(

self

)

References python.uq.dists.EstimatedDist.EstimatedDist.bounds, python.uq.dists.KDEDist.KDEDist.bounds, python.uq.dists.LibAGFDist.LibAGFDist.bounds, python.uq.dists.NatafDist.NatafDist.bounds, python.uq.dists.SGDEdist.SGDEdist.bounds, sgpp::base::ForwardSelectorRefinement_refinement_key.getDim(), sgpp::base::ImpurityRefinement_refinement_key.getDim(), sgpp::base::PredictiveRefinement_refinement_key.getDim(), sgpp::datadriven::SampleProvider.getDim(), sgpp::datadriven::ArffFileSampleProvider.getDim(), sgpp::datadriven::CSVFileSampleProvider.getDim(), sgpp::datadriven::FileSampleDecorator.getDim(), sgpp::datadriven::KernelDensityEstimator.getDim(), sgpp::datadriven::LearnerSGDE.getDim(), sgpp::datadriven::SparseGridDensityEstimator.getDim(), sgpp::datadriven::DensityEstimator.getDim(), python.data.DataContainer.DataContainer.getDim(), python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.getDim(), python.uq.dists.Beta.Beta.getDim(), python.uq.dists.Corr.Corr.getDim(), python.uq.dists.DataDist.DataDist.getDim(), python.uq.dists.Dist.Dist.getDim(), python.uq.dists.EstimatedDist.EstimatedDist.getDim(), python.uq.dists.J.J.getDim(), python.uq.dists.LibAGFDist.LibAGFDist.getDim(), python.uq.dists.Lognormal.Lognormal.getDim(), python.uq.dists.MultivariateNormal.MultivariateNormal.getDim(), python.uq.dists.NatafDist.NatafDist.getDim(), python.uq.dists.Normal.Normal.getDim(), python.uq.dists.TLognormal.TLognormal.getDim(), python.uq.dists.TNormal.TNormal.getDim(), python.uq.dists.Uniform.Uniform.getDim(), python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.getDim(), python.uq.manager.ASGCUQManager.ASGCUQManager.getDim(), python.uq.parameters.ParameterSet.ParameterSet.getDim(), python.uq.uq_setting.UQSetting.UQSetting.getDim(), python.uq.sampler.Sample.Samples.getDim(), and python.uq.sampler.Sample.Sample.getDim().

Referenced by python.uq.dists.J.J.discretize(), and python.uq.dists.Dist.Dist.l2error().

getDim()

python.uq.dists.EstimatedDist.EstimatedDist.getDim

(

self

)

References sgpp::base::ForwardSelectorRefinement_refinement_key.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::PredictiveRefinement_refinement_key.dim, sgpp::base::GridDataBase.dim(), sgpp::combigrid::OperationPoleHierarchisationGeneral::HierarchisationGeneralSLE.dim, sgpp::combigrid::IndexVectorIterator.dim, sgpp::combigrid::IndexVectorRange.dim, python.data.DataContainer.DataContainer.dim, python.uq.dists.EstimatedDist.EstimatedDist.dim, python.uq.dists.LibAGFDist.LibAGFDist.dim, python.uq.dists.SGDEdist.SGDEdist.dim, python.uq.operations.natafTransformation.NatafTransformation.dim, sgpp::datadriven::AlgorithmAdaBoostBase.dim, sgpp::datadriven::OperationMultiEvalHPX.dim, sgpp::datadriven::OperationMultiEvalMPI.dim, sgpp::datadriven::OperationMultipleEvalSubspaceCombined.dim, sgpp::datadriven::OperationMultipleEvalSubspaceSimple.dim, sgpp::datadriven::PiecewiseConstantRegression::Node.dim, and sgpp::pde::PDESolver.dim.

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.uq.dists.Dist.Dist.cov(), 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()

python.uq.dists.EstimatedDist.EstimatedDist.getDistributions

(

self

)

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

getSamples()

python.uq.dists.EstimatedDist.EstimatedDist.getSamples

(

self

)

References python.uq.dists.EstimatedDist.EstimatedDist.trainData, python.uq.dists.KDEDist.KDEDist.trainData, python.uq.dists.LibAGFDist.LibAGFDist.trainData, python.uq.dists.SGDEdist.SGDEdist.trainData, sgpp::datadriven::LearnerSGD.trainData, sgpp::datadriven::LearnerSGDE.trainData, sgpp::datadriven::LearnerSGDEOnOffParallel.trainData, and sgpp::datadriven::LearnerSVM.trainData.

marginalizeToDimX()

python.uq.dists.EstimatedDist.EstimatedDist.marginalizeToDimX

(

self

)

rvs()

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

References sgpp::base::ForwardSelectorRefinement_refinement_key.dim, sgpp::base::ImpurityRefinement_refinement_key.dim, sgpp::base::PredictiveRefinement_refinement_key.dim, sgpp::base::GridDataBase.dim(), sgpp::combigrid::OperationPoleHierarchisationGeneral::HierarchisationGeneralSLE.dim, sgpp::combigrid::IndexVectorIterator.dim, sgpp::combigrid::IndexVectorRange.dim, python.data.DataContainer.DataContainer.dim, python.uq.dists.EstimatedDist.EstimatedDist.dim, python.uq.dists.LibAGFDist.LibAGFDist.dim, python.uq.dists.SGDEdist.SGDEdist.dim, python.uq.operations.natafTransformation.NatafTransformation.dim, sgpp::datadriven::AlgorithmAdaBoostBase.dim, sgpp::datadriven::OperationMultiEvalHPX.dim, sgpp::datadriven::OperationMultiEvalMPI.dim, sgpp::datadriven::OperationMultipleEvalSubspaceCombined.dim, sgpp::datadriven::OperationMultipleEvalSubspaceSimple.dim, sgpp::datadriven::PiecewiseConstantRegression::Node.dim, sgpp::pde::PDESolver.dim, python.uq.dists.J.J.ppf(), python.uq.dists.DataDist.DataDist.ppf(), python.uq.dists.Dist.Dist.ppf(), python.uq.dists.Beta.Beta.ppf(), python.uq.dists.LibAGFDist.LibAGFDist.ppf(), python.uq.dists.Lognormal.Lognormal.ppf(), python.uq.dists.Normal.Normal.ppf(), python.uq.dists.TNormal.TNormal.ppf(), python.uq.dists.Uniform.Uniform.ppf(), python.uq.dists.NatafDist.NatafDist.ppf(), python.uq.dists.KDEDist.KDEDist.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.LibAGFDist.LibAGFDist.getBounds(), python.uq.dists.NatafDist.NatafDist.getBounds(), python.uq.dists.SGDEdist.SGDEdist.marginalize(), python.uq.dists.NatafDist.NatafDist.marginalizeToDimX(), python.uq.dists.SGDEdist.SGDEdist.marginalizeToDimX(), and python.uq.dists.SGDEdist.SGDEdist.toJson().

dim

python.uq.dists.EstimatedDist.EstimatedDist.dim

Referenced by python.data.DataContainer.DataContainer.__init__(), python.uq.dists.EstimatedDist.EstimatedDist._convertEvalPoint(), python.uq.dists.SGDEdist.SGDEdist.cdf(), python.uq.dists.KDEDist.KDEDist.cov(), python.uq.dists.SGDEdist.SGDEdist.cov(), python.data.DataContainer.DataContainer.getDataSubsetByIndexList(), python.data.DataContainer.DataContainer.getDim(), python.uq.dists.EstimatedDist.EstimatedDist.getDim(), python.uq.dists.LibAGFDist.LibAGFDist.getDim(), python.uq.dists.NatafDist.NatafDist.getDim(), python.uq.dists.SGDEdist.SGDEdist.ppf(), python.uq.dists.EstimatedDist.EstimatedDist.rvs(), python.uq.dists.NatafDist.NatafDist.rvs(), python.uq.dists.KDEDist.KDEDist.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(), 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