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sgpp::datadriven::OperationRosenblattTransformation Class Referenceabstract

Sampling on all dimensions. More...

#include <OperationRosenblattTransformation.hpp>

Inheritance diagram for sgpp::datadriven::OperationRosenblattTransformation:
sgpp::datadriven::OperationRosenblattTransformationBspline sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis sgpp::datadriven::OperationRosenblattTransformationLinear sgpp::datadriven::OperationRosenblattTransformationModBspline sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis sgpp::datadriven::OperationRosenblattTransformationModPoly sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis sgpp::datadriven::OperationRosenblattTransformationPoly sgpp::datadriven::OperationRosenblattTransformationPolyBoundary sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary

Public Member Functions

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

Detailed Description

Sampling on all dimensions.

Constructor & Destructor Documentation

◆ OperationRosenblattTransformation()

sgpp::datadriven::OperationRosenblattTransformation::OperationRosenblattTransformation ( )
inline

◆ ~OperationRosenblattTransformation()

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

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

Member Function Documentation

◆ doTransformation() [1/2]

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

Rosenblatt Transformation with mixed starting dimension.

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

Implemented in sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis, sgpp::datadriven::OperationRosenblattTransformationBspline, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary, sgpp::datadriven::OperationRosenblattTransformationLinear, sgpp::datadriven::OperationRosenblattTransformationModBspline, sgpp::datadriven::OperationRosenblattTransformationModPoly, sgpp::datadriven::OperationRosenblattTransformationPoly, and sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.

Referenced by sgpp::datadriven::RosenblattTransformation::doTransformation(), and ~OperationRosenblattTransformation().

◆ doTransformation() [2/2]

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

Rosenblatt Transformation with fixed starting dimension.

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

Implemented in sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis, sgpp::datadriven::OperationRosenblattTransformationBspline, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary, sgpp::datadriven::OperationRosenblattTransformationLinear, sgpp::datadriven::OperationRosenblattTransformationModBspline, sgpp::datadriven::OperationRosenblattTransformationModPoly, sgpp::datadriven::OperationRosenblattTransformationPoly, and sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.

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