python.uq.operations.natafTransformation.NatafTransformation Class Reference

Inheritance diagram for python.uq.operations.natafTransformation.NatafTransformation:

Public Member Functions
	__init__ (self, data, sample_type=None, dist=None)
	trans_U_to_X (self, u_vars, x_vars)
	trans_U_to_Z (self, u_vars, z_vars)
	trans_X_to_U (self, x_vars, u_vars)
	trans_X_to_Z (self, x_vars, z_vars)
	trans_Z_to_U (self, z_vars, u_vars)
	trans_Z_to_X (self, z_vars, x_vars)

Public Attributes
	alpha
	b
	beta
	C
	D
	D_inverse
	dim
	L
	L_inverse
	lwr
	M
	normal
	S
	uniform
	upr
	x

Constructor & Destructor Documentation

__init__()

python.uq.operations.natafTransformation.NatafTransformation.__init__	(		self,
			data,
			sample_type = None,
			dist = None
	)

Member Function Documentation

trans_U_to_X()

python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_X	(		self,
			u_vars,
			x_vars
	)

References python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_Z(), and python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_X().

trans_U_to_Z()

python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_Z	(		self,
			u_vars,
			z_vars
	)

References python.uq.operations.natafTransformation.NatafTransformation.D, python.uq.refinement.RefinementStrategy.WeightedL2OptRanking.D, python.uq.refinement.RefinementStrategy.ExpectationValueOptRanking.D, python.uq.refinement.RefinementStrategy.VarianceOptRanking.D, python.uq.refinement.RefinementStrategy.WeightedL2BFRanking.D, python.uq.dists.MultivariateNormal.MultivariateNormal.L, python.uq.operations.natafTransformation.NatafTransformation.L, sgpp::solver::FistaBase.L, python.uq.operations.natafTransformation.NatafTransformation.M, sgpp::datadriven::OperationMultiEvalCuda.M, python.uq.dists.NatafDist.NatafDist.normal, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.normal(), python.uq.operations.natafTransformation.NatafTransformation.normal, and sgpp::datadriven::DatasetGenerator.normal().

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_X().

trans_X_to_U()

python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_U	(		self,
			x_vars,
			u_vars
	)

References python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_Z(), and python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_U().

trans_X_to_Z()

python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_Z	(		self,
			x_vars,
			z_vars
	)

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.NatafDist.NatafDist.normal, sgpp::datadriven::DatasetGenerator.normal(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.normal(), python.uq.operations.natafTransformation.NatafTransformation.normal, python.tools.Matrix.x, python.uq.operations.natafTransformation.NatafTransformation.x, and sgpp::datadriven::PiecewiseConstantRegression::Node.x.

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_U().

trans_Z_to_U()

python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_U	(		self,
			z_vars,
			u_vars
	)

References python.uq.operations.natafTransformation.NatafTransformation.D_inverse, python.uq.operations.natafTransformation.NatafTransformation.L_inverse, python.uq.operations.natafTransformation.NatafTransformation.M, sgpp::datadriven::OperationMultiEvalCuda.M, python.uq.dists.NatafDist.NatafDist.normal, sgpp::datadriven::DatasetGenerator.normal(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.normal(), and python.uq.operations.natafTransformation.NatafTransformation.normal.

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_U().

trans_Z_to_X()

python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_X	(		self,
			z_vars,
			x_vars
	)

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.operations.natafTransformation.NatafTransformation.lwr, python.uq.dists.NatafDist.NatafDist.normal, python.uq.operations.natafTransformation.NatafTransformation.normal, sgpp::datadriven::DatasetGenerator.normal(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.normal(), python.uq.operations.natafTransformation.NatafTransformation.upr, python.tools.Matrix.x, python.uq.operations.natafTransformation.NatafTransformation.x, and sgpp::datadriven::PiecewiseConstantRegression::Node.x.

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_X().

Member Data Documentation

alpha

python.uq.operations.natafTransformation.NatafTransformation.alpha

Referenced by python.learner.Learner.Learner.doLearningIteration(), python.learner.Learner.Learner.learnData(), python.learner.Learner.Learner.learnDataWithTest(), python.uq.learner.Interpolant.Interpolant.learnDataWithTest(), python.uq.dists.SGDEdist.SGDEdist.pdf(), and python.uq.dists.SGDEdist.SGDEdist.toJson().

b

python.uq.operations.natafTransformation.NatafTransformation.b

beta

python.uq.operations.natafTransformation.NatafTransformation.beta

C

python.uq.operations.natafTransformation.NatafTransformation.C

Referenced by python.tools.Matrix.ApplyMatrix().

D

python.uq.operations.natafTransformation.NatafTransformation.D

Referenced by python.uq.refinement.RefinementStrategy.VarianceOptRanking.compute_mean_phii(), python.uq.refinement.RefinementStrategy.VarianceOptRanking.compute_mean_uwi(), python.uq.refinement.RefinementStrategy.VarianceOptRanking.compute_var_phii(), and python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_Z().

D_inverse

python.uq.operations.natafTransformation.NatafTransformation.D_inverse

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_U().

dim

python.uq.operations.natafTransformation.NatafTransformation.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().

L

python.uq.operations.natafTransformation.NatafTransformation.L

Referenced by python.uq.dists.MultivariateNormal.MultivariateNormal.rvs(), and python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_Z().

L_inverse

python.uq.operations.natafTransformation.NatafTransformation.L_inverse

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_U().

lwr

python.uq.operations.natafTransformation.NatafTransformation.lwr

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_X().

M

python.uq.operations.natafTransformation.NatafTransformation.M

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_Z(), and python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_U().

normal

python.uq.operations.natafTransformation.NatafTransformation.normal

Referenced by python.uq.dists.NatafDist.NatafDist.cdf(), python.uq.dists.NatafDist.NatafDist.ppf(), python.uq.operations.natafTransformation.NatafTransformation.trans_U_to_Z(), python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_Z(), python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_U(), and python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_X().

S

python.uq.operations.natafTransformation.NatafTransformation.S

uniform

python.uq.operations.natafTransformation.NatafTransformation.uniform

upr

python.uq.operations.natafTransformation.NatafTransformation.upr

Referenced by python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_X().

x

python.uq.operations.natafTransformation.NatafTransformation.x

Referenced by python.tools.Matrix.ApplyMatrix(), python.uq.operations.natafTransformation.NatafTransformation.trans_X_to_Z(), and python.uq.operations.natafTransformation.NatafTransformation.trans_Z_to_X().

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

• datadriven/python/uq/operations/natafTransformation.py