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sgpp::datadriven::OperationInverseRosenblattTransformation Class Referenceabstract

Sampling on all dimensions. More...

#include <OperationInverseRosenblattTransformation.hpp>

Inheritance diagram for sgpp::datadriven::OperationInverseRosenblattTransformation:
sgpp::datadriven::OperationInverseRosenblattTransformationBspline sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis sgpp::datadriven::OperationInverseRosenblattTransformationLinear sgpp::datadriven::OperationInverseRosenblattTransformationModBspline sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis sgpp::datadriven::OperationInverseRosenblattTransformationModPoly sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis sgpp::datadriven::OperationInverseRosenblattTransformationPoly sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary

Public Member Functions

virtual void doTransformation (base::DataVector *alpha, base::DataMatrix *pointscdf, base::DataMatrix *points)=0
 Rosenblatt Transformation with mixed starting dimension. More...
 
virtual void doTransformation (base::DataVector *alpha, base::DataMatrix *pointscdf, base::DataMatrix *points, size_t dim_start)=0
 Rosenblatt Transformation with fixed starting dimension. More...
 
 OperationInverseRosenblattTransformation ()
 
virtual ~OperationInverseRosenblattTransformation ()
 

Detailed Description

Sampling on all dimensions.

Constructor & Destructor Documentation

◆ OperationInverseRosenblattTransformation()

sgpp::datadriven::OperationInverseRosenblattTransformation::OperationInverseRosenblattTransformation ( )
inline

◆ ~OperationInverseRosenblattTransformation()

virtual sgpp::datadriven::OperationInverseRosenblattTransformation::~OperationInverseRosenblattTransformation ( )
inlinevirtual

References alpha, doTransformation(), and python.leja::points.

Member Function Documentation

◆ doTransformation() [1/2]

virtual void sgpp::datadriven::OperationInverseRosenblattTransformation::doTransformation ( base::DataVector *  alpha,
base::DataMatrix *  pointscdf,
base::DataMatrix *  points 
)
pure virtual

Rosenblatt Transformation with mixed starting dimension.

Parameters
alphaCoefficient vector for current grid
pointscdfInput DataMatrix (rows: # of samples, columns: # of dims)
pointsOutput DataMatrix (rows: # of samples, columns: # of dims)

Implemented in sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary, sgpp::datadriven::OperationInverseRosenblattTransformationBspline, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary, sgpp::datadriven::OperationInverseRosenblattTransformationLinear, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly, sgpp::datadriven::OperationInverseRosenblattTransformationPoly, and sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.

Referenced by sgpp::datadriven::RosenblattTransformation::doInverseTransformation(), and ~OperationInverseRosenblattTransformation().

◆ doTransformation() [2/2]

virtual void sgpp::datadriven::OperationInverseRosenblattTransformation::doTransformation ( base::DataVector *  alpha,
base::DataMatrix *  pointscdf,
base::DataMatrix *  points,
size_t  dim_start 
)
pure virtual

Rosenblatt Transformation with fixed starting dimension.

Parameters
alphaCoefficient vector for current grid
pointscdfInput DataMatrix (rows: # of samples, columns: # of dims)
pointsOutput DataMatrix (rows: # of samples, columns: # of dims)
dim_startstarting dimension

Implemented in sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary, sgpp::datadriven::OperationInverseRosenblattTransformationBspline, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary, sgpp::datadriven::OperationInverseRosenblattTransformationLinear, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly, sgpp::datadriven::OperationInverseRosenblattTransformationPoly, and sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.

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