python.uq.operations.natafTransformation.NatafTransformation Class Reference

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

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

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

Constructor & Destructor Documentation

__init__()

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

Member Function Documentation

trans_U_to_X()

def 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()

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

References python.uq.operations.natafTransformation.NatafTransformation.D, python.uq.dists.MultivariateNormal.MultivariateNormal.L, python.uq.operations.natafTransformation.NatafTransformation.L, python.uq.operations.natafTransformation.NatafTransformation.M, python.uq.operations.natafTransformation.NatafTransformation.normal, and python.uq.dists.NatafDist.NatafDist.normal.

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

trans_X_to_U()

def 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()

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

References python.uq.dists.EstimatedDist.EstimatedDist.dim, python.uq.operations.natafTransformation.NatafTransformation.dim, python.uq.dists.LibAGFDist.LibAGFDist.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.SGDEdist.SGDEdist.dim, python.uq.operations.natafTransformation.NatafTransformation.normal, python.uq.dists.NatafDist.NatafDist.normal, python.uq.operations.natafTransformation.NatafTransformation.x, and python.tools.Matrix.x.

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

trans_Z_to_U()

def 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, python.uq.operations.natafTransformation.NatafTransformation.normal, and python.uq.dists.NatafDist.NatafDist.normal.

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

trans_Z_to_X()

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

References python.uq.dists.EstimatedDist.EstimatedDist.dim, python.uq.operations.natafTransformation.NatafTransformation.dim, python.uq.dists.LibAGFDist.LibAGFDist.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.SGDEdist.SGDEdist.dim, python.uq.operations.natafTransformation.NatafTransformation.normal, python.uq.dists.NatafDist.NatafDist.normal, python.uq.operations.natafTransformation.NatafTransformation.upr, python.uq.operations.natafTransformation.NatafTransformation.x, and python.tools.Matrix.x.

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

Member Data Documentation

b

python.uq.operations.natafTransformation.NatafTransformation.b

beta

python.uq.operations.natafTransformation.NatafTransformation.beta

C

python.uq.operations.natafTransformation.NatafTransformation.C

D

python.uq.operations.natafTransformation.NatafTransformation.D

Referenced by python.uq.refinement.RefinementStrategy.ExpectationValueOptRanking.compute_mean_phii(), python.uq.refinement.RefinementStrategy.VarianceOptRanking.compute_mean_phii(), python.uq.refinement.RefinementStrategy.VarianceOptRanking.compute_mean_uwi(), python.uq.refinement.RefinementStrategy.VarianceOptRanking.compute_mean_uwi_phii(), 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.uq.dists.KDEDist.KDEDist.cov(), python.uq.dists.NatafDist.NatafDist.getDim(), python.uq.dists.KDEDist.KDEDist.rvs(), python.uq.dists.NatafDist.NatafDist.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.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().

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.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.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