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SG++-Doxygen-Documentation
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SG++-Doxygen-Documentation
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Functions | |
| base::OperationHierarchisation * | createOperationArbitraryBoundaryHierarchisation (base::Grid &grid) |
| Factory method, returning an OperationArbitraryBoundaryHierarchisation for the grid at hand. | |
| base::OperationConvert * | createOperationConvert (base::Grid &grid) |
| Factory method, returning an OperationConvert for the grid at hand. | |
| datadriven::OperationCovariance * | createOperationCovariance (base::Grid &grid) |
| Factory method, returning an OperationCovariance for the grid at hand. | |
| datadriven::OperationDensityConditional * | createOperationDensityConditional (base::Grid &grid) |
| Factory method, returning an OperationDensityConditional for the grid. | |
| datadriven::OperationDensityConditionalKDE * | createOperationDensityConditionalKDE (datadriven::KernelDensityEstimator &kde) |
| Factory method, returning an OperationDensityConditionalKDE for the kernel density. | |
| datadriven::OperationDensityMarginalize * | createOperationDensityMarginalize (base::Grid &grid) |
| Factory method, returning an OperationDensityMarginalize for the grid. | |
| datadriven::OperationDensityMarginalizeKDE * | createOperationDensityMarginalizeKDE (datadriven::KernelDensityEstimator &kde) |
| Factory method, returning an OperationDensityMarginalizeKDE for the kernel density. | |
| datadriven::OperationDensityMargTo1D * | createOperationDensityMargTo1D (base::Grid &grid) |
| Factory method, returning an OperationDensityMargTo1D for the grid. | |
| datadriven::OperationDensityRejectionSampling * | createOperationDensityRejectionSampling (base::Grid &grid) |
| Factory method, returning an OperationDensityRejectionSampling for the grid. | |
| datadriven::OperationDensitySampling * | createOperationDensitySampling (base::Grid &grid) |
| Factory method, returning an OperationDensitySampling for the grid. | |
| datadriven::OperationDensitySampling1D * | createOperationDensitySampling1D (base::Grid &grid) |
| Factory method, returning an OperationDensitySampling1D for the grid. | |
| base::OperationMatrix * | createOperationDiagonal (base::Grid &grid, double multiplicationFactor=0.25) |
| Factory method, returning an OperationDiagonal (OperationMatrix) for the grid at hand. | |
| base::OperationEval * | createOperationEval (base::Grid &grid) |
| Factory method, returning an OperationEval for the grid at hand. | |
| base::OperationEvalGradient * | createOperationEvalGradientNaive (base::Grid &grid) |
| Factory method, returning an OperationEvalGradient for the grid at hand. | |
| base::OperationEvalHessian * | createOperationEvalHessianNaive (base::Grid &grid) |
| Factory method, returning an OperationEvalHessian for the grid at hand. | |
| base::OperationEval * | createOperationEvalNaive (base::Grid &grid) |
| Factory method, returning an OperationEval for the grid at hand. | |
| base::OperationEvalPartialDerivative * | createOperationEvalPartialDerivativeNaive (base::Grid &grid) |
| Factory method, returning an OperationEvalPartialDerivative for the grid at hand. | |
| base::OperationFirstMoment * | createOperationFirstMoment (base::Grid &grid) |
| Factory method, returning an OperationFirstMoment for the grid at hand. | |
| base::OperationHierarchisation * | createOperationHierarchisation (base::Grid &grid) |
| Factory method, returning an OperationHierarchisation for the grid at hand. | |
| base::OperationMatrix * | createOperationIdentity (base::Grid &grid) |
| Factory method, returning an OperationIdentity for the grid at hand. | |
| datadriven::OperationInverseRosenblattTransformation * | createOperationInverseRosenblattTransformation (base::Grid &grid) |
| Factory method, returning an OperationInverseRosenblattTransformation for the grid. | |
| datadriven::OperationTransformation1D * | createOperationInverseRosenblattTransformation1D (base::Grid &grid) |
| Factory method, returning an OperationInverseRosenblattTransformation1D for the grid. | |
| datadriven::OperationInverseRosenblattTransformationKDE * | createOperationInverseRosenblattTransformationKDE (datadriven::KernelDensityEstimator &kde) |
| Factory method, returning an OperationInverseRosenblattTransformationKDE for the kde. | |
| base::OperationMatrix * | createOperationLaplace (base::Grid &grid) |
| Factory method, returning an OperationLaplace (OperationMatrix) for the grid at hand. | |
| base::OperationMatrix * | createOperationLaplace (base::Grid &grid, sgpp::base::DataVector &coef) |
| Factory method, returning an OperationLaplace (OperationMatrix) for the grid at hand. | |
| base::OperationMatrix * | createOperationLaplaceEnhanced (base::Grid &grid) |
| Factory method, returning an OperationLaplace (OperationMatrix) for the grid at hand. | |
| base::OperationMatrix * | createOperationLaplaceEnhanced (base::Grid &grid, sgpp::base::DataVector &coef) |
| Factory method, returning an OperationLaplace (OperationMatrix) for the grid at hand. | |
| base::OperationMatrix * | createOperationLaplaceExplicit (base::DataMatrix *m, base::Grid &grid) |
| Factory method, returning an OperationLaplaceExplicit (OperationMatrix) for the grid at hand. | |
| base::OperationMatrix * | createOperationLaplaceExplicit (base::Grid &grid) |
| Factory method, returning an OperationLaplaceExplicit (OperationMatrix) for the grid at hand. | |
| datadriven::OperationLimitFunctionValueRange * | createOperationLimitFunctionValueRange (datadriven::MakePositiveCandidateSearchAlgorithm candidateSearchAlgorithm=datadriven::MakePositiveCandidateSearchAlgorithm::Intersections, datadriven::MakePositiveInterpolationAlgorithm interpolationAlgorithm=datadriven::MakePositiveInterpolationAlgorithm::SetToZero, sgpp::base::ScalarFunction *f=nullptr) |
| Factory method, returning an OperationLimitFunctionValueRange for an arbitrary function f or some sparse grid, which is yet to be defined. | |
| base::OperationMatrix * | createOperationLTwoDotExplicit (base::DataMatrix *m, base::Grid &grid) |
| Factory method, returning an OperationLTwoDotExplicit (OperationMatrix) for the grid at hand. | |
| base::OperationMatrix * | createOperationLTwoDotExplicit (base::Grid &grid) |
| Factory method, returning an OperationLTwoDotExplicit (OperationMatrix) for the grid at hand. | |
| base::OperationMatrix * | createOperationLTwoDotProduct (base::Grid &grid) |
| Factory method, returning an OperationLTwoDotProduct (OperationMatrix) for the grid at hand. | |
| datadriven::OperationMakePositive * | createOperationMakePositive (datadriven::MakePositiveCandidateSearchAlgorithm candidateSearchAlgorithm=datadriven::MakePositiveCandidateSearchAlgorithm::Intersections, datadriven::MakePositiveInterpolationAlgorithm interpolationAlgorithm=datadriven::MakePositiveInterpolationAlgorithm::SetToZero, bool generateConsistentGrid=true, sgpp::base::ScalarFunction *f=nullptr) |
| Factory method, returning an OperationMakePositive for an arbitrary function f or some sparse grid, which is yet to be defined. | |
| base::OperationMultipleEval * | createOperationMultipleEval (base::Grid &grid, base::DataMatrix &dataset) |
| Factory method, returning an OperationMultipleEval for the grid at hand. | |
| base::OperationMultipleEval * | createOperationMultipleEval (base::Grid &grid, base::DataMatrix &dataset, sgpp::datadriven::OperationMultipleEvalConfiguration &configuration) |
| Factory method, returning an OperationMultipleEval for the grid. | |
| base::OperationMultipleEval * | createOperationMultipleEvalInter (base::Grid &grid, base::DataMatrix &dataset, std::set< std::set< size_t > > interactions) |
| Similar to createOperationMultipleEval, but makes use of interaction terms during evaluation. | |
| base::OperationMultipleEval * | createOperationMultipleEvalNaive (base::Grid &grid, base::DataMatrix &dataset) |
| Factory method, returning an OperationMultipleEvalNaive for the grid at hand. | |
| optimization::OperationMultipleHierarchisation * | createOperationMultipleHierarchisation (base::Grid &grid) |
| Creates a OperationMultipleHierarchisation for the given sgpp::optimization grid. | |
| base::OperationQuadrature * | createOperationQuadrature (base::Grid &grid) |
| Factory method, returning an OperationQuadrature for the grid at hand. | |
| quadrature::OperationQuadratureMCAdvanced * | createOperationQuadratureMCAdvanced (base::Grid &grid, size_t numberOfSamples, std::uint64_t seed=std::mt19937_64::default_seed) |
| Creates an OperationQuadratureMCAdvanced. | |
| base::OperationMatrix * | createOperationRegularizationDiagonal (base::Grid &grid, int mode, double k) |
| Factory method, returning an OperationRegularizationDiagonal for the grid at hand. | |
| datadriven::OperationRosenblattTransformation * | createOperationRosenblattTransformation (base::Grid &grid) |
| Factory method, returning an OperationRosenblattTransformation for the grid. | |
| datadriven::OperationTransformation1D * | createOperationRosenblattTransformation1D (base::Grid &grid) |
| Factory method, returning an OperationRosenblattTransformation for the grid. | |
| datadriven::OperationRosenblattTransformationKDE * | createOperationRosenblattTransformationKDE (datadriven::KernelDensityEstimator &kde) |
| Factory method, returning an OperationRosenblattTransformationKDE for the kde. | |
| base::OperationSecondMoment * | createOperationSecondMoment (base::Grid &grid) |
| Factory method, returning an OperationSecondMoment for the grid at hand. | |
| datadriven::OperationTest * | createOperationTest (base::Grid &grid) |
| Factory method, returning an OperationTest for the grid at hand. | |
| base::OperationWeightedQuadrature * | createOperationWeightedQuadrature (base::Grid &grid, size_t quadOrder) |
| Factory method, returning an OperationWeightedQuadrature for the grid at hand. | |
| base::OperationWeightedSecondMoment * | createOperationWeightedSecondMoment (base::Grid &grid, size_t quadOrder) |
| Factory method, returning an OperationWeightedSecondMoment for the grid at hand. | |
| base::OperationHierarchisation * sgpp::op_factory::createOperationArbitraryBoundaryHierarchisation | ( | base::Grid & | grid | ) |
Factory method, returning an OperationArbitraryBoundaryHierarchisation for the grid at hand.
Note: object has to be freed after use. This operation should be used if the boundary level of your grid is larger than 1.
| grid | Grid which is to be used for hierarchisation |
References createOperationArbitraryBoundaryHierarchisation(), and grid().
Referenced by createOperationArbitraryBoundaryHierarchisation().
| base::OperationConvert * sgpp::op_factory::createOperationConvert | ( | base::Grid & | grid | ) |
Factory method, returning an OperationConvert for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used for conversion |
References sgpp::base::PrewaveletGrid::getShadowStorage(), grid(), and sgpp::base::Prewavelet.
| datadriven::OperationCovariance * sgpp::op_factory::createOperationCovariance | ( | base::Grid & | grid | ) |
Factory method, returning an OperationCovariance for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
References grid().
Referenced by sgpp::datadriven::LearnerSGDE::cov(), and sgpp::datadriven::SparseGridDensityEstimator::cov().
| datadriven::OperationDensityConditional * sgpp::op_factory::createOperationDensityConditional | ( | base::Grid & | grid | ) |
Factory method, returning an OperationDensityConditional for the grid.
| grid | Grid which is to be used for the operation |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by sgpp::datadriven::OperationDensitySamplingLinear::doSampling_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationBspline::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationLinear::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationModBspline::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationModPoly::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationPoly::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationPolyBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationBspline::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationLinear::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationModBspline::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationModPoly::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationPoly::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis::doTransformation_in_next_dim(), and sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation_in_next_dim().
| datadriven::OperationDensityConditionalKDE * sgpp::op_factory::createOperationDensityConditionalKDE | ( | datadriven::KernelDensityEstimator & | kde | ) |
Factory method, returning an OperationDensityConditionalKDE for the kernel density.
| kde | kernel density which is to be used for the operation |
| datadriven::OperationDensityMarginalize * sgpp::op_factory::createOperationDensityMarginalize | ( | base::Grid & | grid | ) |
Factory method, returning an OperationDensityMarginalize for the grid.
| grid | Grid which is to be used for the operation |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by sgpp::datadriven::OperationDensityMargTo1D::marg_next_dim(), and sgpp::datadriven::SparseGridDensityEstimator::marginalize().
| datadriven::OperationDensityMarginalizeKDE * sgpp::op_factory::createOperationDensityMarginalizeKDE | ( | datadriven::KernelDensityEstimator & | kde | ) |
Factory method, returning an OperationDensityMarginalizeKDE for the kernel density.
| kde | kernel density which is to be used for the operation |
References createOperationDensityMarginalizeKDE().
Referenced by sgpp::datadriven::OperationDensityConditionalKDE::condToDimX(), sgpp::datadriven::KernelDensityEstimator::cov(), createOperationDensityMarginalizeKDE(), sgpp::datadriven::OperationDensityConditionalKDE::doConditional(), sgpp::datadriven::KernelDensityEstimator::marginalize(), and sgpp::datadriven::KernelDensityEstimator::margToDimX().
| datadriven::OperationDensityMargTo1D * sgpp::op_factory::createOperationDensityMargTo1D | ( | base::Grid & | grid | ) |
Factory method, returning an OperationDensityMargTo1D for the grid.
| grid | Grid which is to be used for the operation |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationDensityMargTo1D(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by createOperationDensityMargTo1D(), sgpp::datadriven::OperationCovariance::doQuadrature(), sgpp::datadriven::OperationDensitySamplingLinear::doSampling(), sgpp::datadriven::OperationDensitySamplingLinear::doSampling(), sgpp::datadriven::OperationDensitySamplingLinear::doSampling_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationBspline::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationLinear::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationModBspline::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationModPoly::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationPoly::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationPolyBoundary::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationBspline::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationLinear::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationModBspline::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationModPoly::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationPoly::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationPolyBoundary::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationBspline::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationLinear::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationModBspline::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationModPoly::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationPoly::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationBspline::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationLinear::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationModBspline::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationModPoly::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationPoly::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis::doTransformation(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation(), sgpp::datadriven::OperationRosenblattTransformationBspline::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationLinear::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationModBspline::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationModPoly::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationPoly::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationPolyBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationBspline::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationLinear::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationModBspline::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationModPoly::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationPoly::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis::doTransformation_in_next_dim(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation_in_next_dim(), and sgpp::datadriven::SparseGridDensityEstimator::margToDimX().
| datadriven::OperationDensityRejectionSampling * sgpp::op_factory::createOperationDensityRejectionSampling | ( | base::Grid & | grid | ) |
Factory method, returning an OperationDensityRejectionSampling for the grid.
| grid | Grid which is to be used for the operation |
References grid(), and sgpp::base::Linear.
| datadriven::OperationDensitySampling * sgpp::op_factory::createOperationDensitySampling | ( | base::Grid & | grid | ) |
Factory method, returning an OperationDensitySampling for the grid.
| grid | Grid which is to be used for the operation |
References grid(), and sgpp::base::Linear.
| datadriven::OperationDensitySampling1D * sgpp::op_factory::createOperationDensitySampling1D | ( | base::Grid & | grid | ) |
Factory method, returning an OperationDensitySampling1D for the grid.
| grid | Grid which is to be used for the operation |
References grid(), and sgpp::base::Linear.
Referenced by sgpp::datadriven::OperationDensitySamplingLinear::doSampling(), sgpp::datadriven::OperationDensitySamplingLinear::doSampling(), and sgpp::datadriven::OperationDensitySamplingLinear::doSampling_in_next_dim().
| base::OperationMatrix * sgpp::op_factory::createOperationDiagonal | ( | base::Grid & | grid, |
| double | multiplicationFactor = 0.25 |
||
| ) |
Factory method, returning an OperationDiagonal (OperationMatrix) for the grid at hand.
| grid | Grid which is to be used |
| multiplicationFactor | MultiplicationFactor which is to be used |
References grid().
| base::OperationEval * sgpp::op_factory::createOperationEval | ( | base::Grid & | grid | ) |
Factory method, returning an OperationEval for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
References createOperationEval(), sgpp::base::ModPolyGrid::getDegree(), sgpp::base::PolyBoundaryGrid::getDegree(), sgpp::base::PolyGrid::getDegree(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearStretched, sgpp::base::LinearStretchedBoundary, sgpp::base::LinearTruncatedBoundary, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::Periodic, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::Prewavelet, and sgpp::base::SquareRoot.
Referenced by createOperationEval(), sgpp::datadriven::AlgorithmAdaBoostBase::doAdaBoostR2(), sgpp::datadriven::AlgorithmAdaBoostBase::doAdaBoostRT(), sgpp::datadriven::AlgorithmAdaBoostBase::doDiscreteAdaBoost(), sgpp::base::OperationQuadratureMC::doQuadratureL2Error(), sgpp::quadrature::OperationQuadratureMCAdvanced::doQuadratureL2Error(), sgpp::datadriven::AlgorithmAdaBoostBase::doRealAdaBoost(), sgpp::datadriven::OperationDensityRejectionSamplingLinear::doSampling(), sgpp::datadriven::OperationDensitySampling1DLinear::doSampling1D(), sgpp::datadriven::OperationInverseRosenblattTransformation1DLinear::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DLinear::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DModPoly::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DPoly::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DPolyBoundary::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationLinear::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationLinear::doTransformation1D(), sgpp::datadriven::DBMatOnlineDE::eval(), sgpp::datadriven::ModelFittingDensityDifferenceEstimationCG::evaluate(), sgpp::datadriven::ModelFittingDensityEstimationCG::evaluate(), sgpp::datadriven::ModelFittingDensityRatioEstimation::evaluate(), sgpp::datadriven::ModelFittingLeastSquares::evaluate(), sgpp::pde::PDESolver::evaluatePoint(), sgpp::datadriven::ZeroCrossingRefinementFunctor::getEvalVector(), sgpp::datadriven::RefinementHandler::handleSurplusBasedRefinement(), sgpp::base::MultipleClassPoint::MultipleClassPoint(), sgpp::datadriven::GridPointBasedRefinementFunctor::operator()(), sgpp::datadriven::LearnerSGDE::pdf(), sgpp::datadriven::SparseGridDensityEstimator::pdf(), sgpp::datadriven::GridPointBasedRefinementFunctor::preComputeEvaluations(), sgpp::datadriven::ZeroCrossingRefinementFunctor::preComputeEvaluations(), sgpp::datadriven::LearnerSGDE::predict(), sgpp::base::GridPrinter::printGrid(), sgpp::base::GridPrinterForStretching::printGrid(), sgpp::base::GridPrinter::printGridDomain(), sgpp::base::GridPrinterForStretching::printGridDomainStretching(), sgpp::datadriven::LearnerSGD::storeResults(), sgpp::datadriven::LearnerSGDE::storeResults(), sgpp::datadriven::SparseGridDensityEstimator::train(), sgpp::datadriven::LearnerSGDE::train(), and sgpp::datadriven::LearnerSGDE::trainOnline().
| base::OperationEvalGradient * sgpp::op_factory::createOperationEvalGradientNaive | ( | base::Grid & | grid | ) |
Factory method, returning an OperationEvalGradient for the grid at hand.
Implementations of OperationEvalGradientNaive returned by this function should use a "naive" method for evaluating sparse grid function gradients, e.g. evaluate all basis functions by brute force. Note: object has to be freed after use.
| grid | Grid which is to be used |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, sgpp::base::FundamentalNakSplineBoundary, sgpp::base::FundamentalSpline, sgpp::base::FundamentalSplineBoundary, sgpp::base::BsplineBoundaryGrid::getDegree(), sgpp::base::BsplineClenshawCurtisGrid::getDegree(), sgpp::base::BsplineGrid::getDegree(), sgpp::base::FundamentalNakSplineBoundaryGrid::getDegree(), sgpp::base::FundamentalSplineBoundaryGrid::getDegree(), sgpp::base::FundamentalSplineGrid::getDegree(), sgpp::base::ModBsplineClenshawCurtisGrid::getDegree(), sgpp::base::ModBsplineGrid::getDegree(), sgpp::base::ModFundamentalSplineGrid::getDegree(), sgpp::base::ModNakBsplineGrid::getDegree(), sgpp::base::ModWeaklyFundamentalNakSplineGrid::getDegree(), sgpp::base::NakBsplineBoundaryGrid::getDegree(), sgpp::base::NakBsplineExtendedGrid::getDegree(), sgpp::base::NakBsplineGrid::getDegree(), sgpp::base::NakPBsplineGrid::getDegree(), sgpp::base::WeaklyFundamentalNakSplineBoundaryGrid::getDegree(), sgpp::base::WeaklyFundamentalSplineBoundaryGrid::getDegree(), grid(), sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModFundamentalSpline, sgpp::base::ModNakBspline, sgpp::base::ModWavelet, sgpp::base::ModWeaklyFundamentalNakSpline, sgpp::base::NakBspline, sgpp::base::NakBsplineBoundary, sgpp::base::NakBsplineExtended, sgpp::base::NakPBspline, sgpp::base::Wavelet, sgpp::base::WaveletBoundary, sgpp::base::WeaklyFundamentalNakSplineBoundary, and sgpp::base::WeaklyFundamentalSplineBoundary.
| base::OperationEvalHessian * sgpp::op_factory::createOperationEvalHessianNaive | ( | base::Grid & | grid | ) |
Factory method, returning an OperationEvalHessian for the grid at hand.
Implementations of OperationEvalHessianNaive returned by this function should use a "naive" method for evaluating sparse grid function Hessians, e.g. evaluate all basis functions by brute force. Note: object has to be freed after use.
| grid | Grid which is to be used |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, sgpp::base::FundamentalNakSplineBoundary, sgpp::base::FundamentalSpline, sgpp::base::FundamentalSplineBoundary, sgpp::base::BsplineBoundaryGrid::getDegree(), sgpp::base::BsplineClenshawCurtisGrid::getDegree(), sgpp::base::BsplineGrid::getDegree(), sgpp::base::FundamentalNakSplineBoundaryGrid::getDegree(), sgpp::base::FundamentalSplineBoundaryGrid::getDegree(), sgpp::base::FundamentalSplineGrid::getDegree(), sgpp::base::ModBsplineClenshawCurtisGrid::getDegree(), sgpp::base::ModBsplineGrid::getDegree(), sgpp::base::ModFundamentalSplineGrid::getDegree(), sgpp::base::ModNakBsplineGrid::getDegree(), sgpp::base::ModWeaklyFundamentalNakSplineGrid::getDegree(), sgpp::base::NakBsplineBoundaryGrid::getDegree(), sgpp::base::WeaklyFundamentalNakSplineBoundaryGrid::getDegree(), sgpp::base::WeaklyFundamentalSplineBoundaryGrid::getDegree(), grid(), sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModFundamentalSpline, sgpp::base::ModNakBspline, sgpp::base::ModWavelet, sgpp::base::ModWeaklyFundamentalNakSpline, sgpp::base::NakBsplineBoundary, sgpp::base::Wavelet, sgpp::base::WaveletBoundary, sgpp::base::WeaklyFundamentalNakSplineBoundary, and sgpp::base::WeaklyFundamentalSplineBoundary.
| base::OperationEval * sgpp::op_factory::createOperationEvalNaive | ( | base::Grid & | grid | ) |
Factory method, returning an OperationEval for the grid at hand.
In contrast to OperationEval, implementations of OperationEval returned by this function should use a "naive" method for evaluating sparse grid functions, e.g. evaluate all basis functions by brute force. Note: object has to be freed after use.
| grid | Grid which is to be used |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationEvalNaive(), sgpp::base::FundamentalNakSplineBoundary, sgpp::base::FundamentalSpline, sgpp::base::FundamentalSplineBoundary, sgpp::base::BsplineBoundaryGrid::getDegree(), sgpp::base::BsplineClenshawCurtisGrid::getDegree(), sgpp::base::BsplineGrid::getDegree(), sgpp::base::FundamentalNakSplineBoundaryGrid::getDegree(), sgpp::base::FundamentalSplineBoundaryGrid::getDegree(), sgpp::base::FundamentalSplineGrid::getDegree(), sgpp::base::ModBsplineClenshawCurtisGrid::getDegree(), sgpp::base::ModBsplineGrid::getDegree(), sgpp::base::ModFundamentalSplineGrid::getDegree(), sgpp::base::ModNakBsplineGrid::getDegree(), sgpp::base::ModPolyClenshawCurtisGrid::getDegree(), sgpp::base::NakBsplineBoundaryGrid::getDegree(), sgpp::base::NakBsplineExtendedGrid::getDegree(), sgpp::base::NakBsplineGrid::getDegree(), sgpp::base::NakPBsplineGrid::getDegree(), sgpp::base::NaturalBsplineBoundaryGrid::getDegree(), sgpp::base::PolyClenshawCurtisGrid::getDegree(), sgpp::base::WeaklyFundamentalSplineBoundaryGrid::getDegree(), sgpp::base::ModPolyGrid::getDegree(), sgpp::base::PolyBoundaryGrid::getDegree(), sgpp::base::PolyClenshawCurtisBoundaryGrid::getDegree(), sgpp::base::PolyGrid::getDegree(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearClenshawCurtis, sgpp::base::LinearClenshawCurtisBoundary, sgpp::base::LinearL0Boundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModFundamentalSpline, sgpp::base::ModLinear, sgpp::base::ModLinearClenshawCurtis, sgpp::base::ModNakBspline, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::ModWavelet, sgpp::base::ModWeaklyFundamentalNakSpline, sgpp::base::NakBspline, sgpp::base::NakBsplineBoundary, sgpp::base::NakBsplineExtended, sgpp::base::NakPBspline, sgpp::base::NaturalBsplineBoundary, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, sgpp::base::PolyClenshawCurtisBoundary, sgpp::base::Wavelet, sgpp::base::WaveletBoundary, sgpp::base::WeaklyFundamentalNakSplineBoundary, and sgpp::base::WeaklyFundamentalSplineBoundary.
Referenced by sgpp::datadriven::OperationMakePositiveSetToZero::computeHierarchicalCoefficients(), sgpp::datadriven::OperationMakePositiveInterpolateExp::computeHierarchicalCoefficients(), sgpp::datadriven::OperationMakePositiveInterpolateBoundaryOfSupport::computeHierarchicalCoefficients(), sgpp::datadriven::OperationMakePositiveInterpolateFunction::computeHierarchicalCoefficients(), createOperationEvalNaive(), sgpp::datadriven::OperationRosenblattTransformation1DBspline::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DBsplineBoundary::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DBsplineClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DModBspline::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DModBsplineClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DModPolyClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtisBoundary::doTransformation1D(), and sgpp::datadriven::OperationMakePositiveHybridFindIntersectionCandidates::findIntersections().
| base::OperationEvalPartialDerivative * sgpp::op_factory::createOperationEvalPartialDerivativeNaive | ( | base::Grid & | grid | ) |
Factory method, returning an OperationEvalPartialDerivative for the grid at hand.
Implementations of OperationEvalPartialDerivativeNaive returned by this function should use a "naive" method for evaluating sparse grid function partial derivatives, e.g. evaluate all basis functions by brute force. Note: object has to be freed after use.
| grid | Grid which is to be used |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, sgpp::base::FundamentalNakSplineBoundary, sgpp::base::FundamentalSpline, sgpp::base::FundamentalSplineBoundary, sgpp::base::BsplineBoundaryGrid::getDegree(), sgpp::base::BsplineClenshawCurtisGrid::getDegree(), sgpp::base::BsplineGrid::getDegree(), sgpp::base::FundamentalNakSplineBoundaryGrid::getDegree(), sgpp::base::FundamentalSplineBoundaryGrid::getDegree(), sgpp::base::FundamentalSplineGrid::getDegree(), sgpp::base::ModBsplineClenshawCurtisGrid::getDegree(), sgpp::base::ModBsplineGrid::getDegree(), sgpp::base::ModFundamentalSplineGrid::getDegree(), sgpp::base::ModNakBsplineGrid::getDegree(), sgpp::base::ModWeaklyFundamentalNakSplineGrid::getDegree(), sgpp::base::NakBsplineBoundaryGrid::getDegree(), sgpp::base::WeaklyFundamentalNakSplineBoundaryGrid::getDegree(), sgpp::base::WeaklyFundamentalSplineBoundaryGrid::getDegree(), grid(), sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModFundamentalSpline, sgpp::base::ModNakBspline, sgpp::base::ModWavelet, sgpp::base::ModWeaklyFundamentalNakSpline, sgpp::base::NakBsplineBoundary, sgpp::base::Wavelet, sgpp::base::WaveletBoundary, sgpp::base::WeaklyFundamentalNakSplineBoundary, and sgpp::base::WeaklyFundamentalSplineBoundary.
| base::OperationFirstMoment * sgpp::op_factory::createOperationFirstMoment | ( | base::Grid & | grid | ) |
Factory method, returning an OperationFirstMoment for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used for quadrature |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationFirstMoment(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearTruncatedBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by createOperationFirstMoment(), sgpp::datadriven::LearnerSGDE::mean(), sgpp::datadriven::SparseGridDensityEstimator::mean(), and sgpp::datadriven::SparseGridDensityEstimator::variance().
| base::OperationHierarchisation * sgpp::op_factory::createOperationHierarchisation | ( | base::Grid & | grid | ) |
Factory method, returning an OperationHierarchisation for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used for hierarchisation |
References createOperationHierarchisation(), sgpp::base::FundamentalNakSplineBoundary, sgpp::base::FundamentalSpline, sgpp::base::FundamentalSplineBoundary, sgpp::base::ModPolyClenshawCurtisGrid::getDegree(), sgpp::base::PolyClenshawCurtisGrid::getDegree(), sgpp::base::ModPolyGrid::getDegree(), sgpp::base::PolyBoundaryGrid::getDegree(), sgpp::base::PolyClenshawCurtisBoundaryGrid::getDegree(), sgpp::base::PolyGrid::getDegree(), sgpp::base::PrewaveletGrid::getShadowStorage(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearClenshawCurtis, sgpp::base::LinearClenshawCurtisBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearStencil, sgpp::base::LinearStretched, sgpp::base::LinearStretchedBoundary, sgpp::base::LinearTruncatedBoundary, sgpp::base::ModFundamentalSpline, sgpp::base::ModLinear, sgpp::base::ModLinearClenshawCurtis, sgpp::base::ModLinearStencil, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, sgpp::base::PolyClenshawCurtisBoundary, sgpp::base::Prewavelet, and sgpp::base::SquareRoot.
Referenced by sgpp::datadriven::PolynomialChaosExpansion::adaptiveQuadratureWeighted(), createOperationHierarchisation(), sgpp::base::OperationArbitraryBoundaryHierarchisation::doHierarchisation(), sgpp::solver::OperationParabolicPDESolverSystem::getGridCoefficientsForSC(), sgpp::pde::PoissonEquationSolver::initGridWithExpHeat(), sgpp::pde::PoissonEquationSolver::initGridWithExpHeatFullDomain(), sgpp::pde::HeatEquationSolver::initGridWithSmoothHeat(), sgpp::pde::HeatEquationSolverWithStretching::initGridWithSmoothHeat(), sgpp::pde::PoissonEquationSolver::initGridWithSmoothHeat(), sgpp::pde::PoissonEquationSolver::initGridWithSmoothHeatFullDomain(), sgpp::datadriven::OperationMakePositive::makeCurrentNodalValuesPositive(), sgpp::base::GridPrinter::printSparseGrid(), sgpp::base::GridPrinterForStretching::printSparseGrid(), sgpp::base::GridPrinter::printSparseGridExpTransform(), sgpp::base::GridPrinterForStretching::printSparseGridExpTransform(), and sgpp::datadriven::PolynomialChaosExpansion::sparseGridQuadrature().
| base::OperationMatrix * sgpp::op_factory::createOperationIdentity | ( | base::Grid & | grid | ) |
Factory method, returning an OperationIdentity for the grid at hand.
Note: object has to be freed after use. Just calls OperationIdentity() independent of grid; factory method provided for uniform use.
References createOperationIdentity().
Referenced by sgpp::datadriven::AlgorithmAdaBoostIdentity::alphaSolver(), sgpp::datadriven::LearnerSGDE::computeRegularizationMatrix(), sgpp::datadriven::SparseGridDensityEstimator::computeRegularizationMatrix(), sgpp::datadriven::Learner::createDMSystem(), createOperationIdentity(), and sgpp::datadriven::DBMatOnlineDE::resDensity().
| datadriven::OperationInverseRosenblattTransformation * sgpp::op_factory::createOperationInverseRosenblattTransformation | ( | base::Grid & | grid | ) |
Factory method, returning an OperationInverseRosenblattTransformation for the grid.
| grid | Grid which is to be used for the operation |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationInverseRosenblattTransformation(), grid(), sgpp::base::Linear, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by createOperationInverseRosenblattTransformation(), and sgpp::datadriven::RosenblattTransformation::doInverseTransformation().
| datadriven::OperationTransformation1D * sgpp::op_factory::createOperationInverseRosenblattTransformation1D | ( | base::Grid & | grid | ) |
Factory method, returning an OperationInverseRosenblattTransformation1D for the grid.
| grid | Grid which is to be used for the operation |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationInverseRosenblattTransformation1D(), grid(), sgpp::base::Linear, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by createOperationInverseRosenblattTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationBspline::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationModBspline::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationModPoly::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationPoly::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary::doTransformation1D(), sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis::doTransformation1D(), and sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation1D().
| datadriven::OperationInverseRosenblattTransformationKDE * sgpp::op_factory::createOperationInverseRosenblattTransformationKDE | ( | datadriven::KernelDensityEstimator & | kde | ) |
Factory method, returning an OperationInverseRosenblattTransformationKDE for the kde.
| kde | KernelDensityEstimator for which the inverse Rosenblatt transformation should be computed |
References createOperationInverseRosenblattTransformationKDE().
Referenced by createOperationInverseRosenblattTransformationKDE().
| base::OperationMatrix * sgpp::op_factory::createOperationLaplace | ( | base::Grid & | grid | ) |
Factory method, returning an OperationLaplace (OperationMatrix) for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationLaplace(), sgpp::base::PrewaveletGrid::getShadowStorage(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearStretched, sgpp::base::LinearStretchedBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, sgpp::base::PolyClenshawCurtisBoundary, and sgpp::base::Prewavelet.
Referenced by sgpp::datadriven::LearnerSGDE::computeRegularizationMatrix(), sgpp::datadriven::SparseGridDensityEstimator::computeRegularizationMatrix(), sgpp::datadriven::Learner::createDMSystem(), createOperationLaplace(), createOperationLaplace(), sgpp::pde::HeatEquationParabolicPDESolverSystem::HeatEquationParabolicPDESolverSystem(), sgpp::pde::HeatEquationParabolicPDESolverSystemParallelOMP::HeatEquationParabolicPDESolverSystemParallelOMP(), and sgpp::pde::PoissonEquationEllipticPDESolverSystemDirichlet::PoissonEquationEllipticPDESolverSystemDirichlet().
| base::OperationMatrix * sgpp::op_factory::createOperationLaplace | ( | base::Grid & | grid, |
| sgpp::base::DataVector & | coef | ||
| ) |
Factory method, returning an OperationLaplace (OperationMatrix) for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
| coef | Coefficient vector for OperationLaplace |
References createOperationLaplace(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, and sgpp::base::LinearL0Boundary.
| base::OperationMatrix * sgpp::op_factory::createOperationLaplaceEnhanced | ( | base::Grid & | grid | ) |
Factory method, returning an OperationLaplace (OperationMatrix) for the grid at hand.
Note: object has to be freed after use.
This Laplacian is implemented by a multi-dimensional sweep operation
| grid | Grid which is to be used |
References grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, and sgpp::base::LinearL0Boundary.
| base::OperationMatrix * sgpp::op_factory::createOperationLaplaceEnhanced | ( | base::Grid & | grid, |
| sgpp::base::DataVector & | coef | ||
| ) |
Factory method, returning an OperationLaplace (OperationMatrix) for the grid at hand.
Note: object has to be freed after use.
This Laplacian is implemented by a multi-dimensional sweep operation
| grid | Grid which is to be used |
| coef | Coefficient vector for OperationLaplace |
References grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, and sgpp::base::LinearL0Boundary.
| base::OperationMatrix * sgpp::op_factory::createOperationLaplaceExplicit | ( | base::DataMatrix * | m, |
| base::Grid & | grid | ||
| ) |
Factory method, returning an OperationLaplaceExplicit (OperationMatrix) for the grid at hand.
Note: object has to be freed after use. The DataMatrix m is used to store the the matrix and is not destroyed if the OperationMatrix is destroyed.
| grid | Grid which is to be used |
| m | DataMatrix in which the data is stored |
References sgpp::base::Bspline, grid(), sgpp::base::Linear, m, and sgpp::base::ModBspline.
| base::OperationMatrix * sgpp::op_factory::createOperationLaplaceExplicit | ( | base::Grid & | grid | ) |
Factory method, returning an OperationLaplaceExplicit (OperationMatrix) for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
References sgpp::base::Bspline, grid(), sgpp::base::Linear, and sgpp::base::ModBspline.
| datadriven::OperationLimitFunctionValueRange * sgpp::op_factory::createOperationLimitFunctionValueRange | ( | datadriven::MakePositiveCandidateSearchAlgorithm | candidateSearchAlgorithm = datadriven::MakePositiveCandidateSearchAlgorithm::Intersections, |
| datadriven::MakePositiveInterpolationAlgorithm | interpolationAlgorithm = datadriven::MakePositiveInterpolationAlgorithm::SetToZero, |
||
| sgpp::base::ScalarFunction * | f = nullptr |
||
| ) |
Factory method, returning an OperationLimitFunctionValueRange for an arbitrary function f or some sparse grid, which is yet to be defined.
Note: object has to be freed after use.
| candidateSearchAlgorithm | defines algorithm for candidate set enumeration |
| interpolationAlgorithm | defines algorithm for coefficient estimation of extension set |
| f | function to be approximated (as an alternative to a sparse grid function) |
References f.
| base::OperationMatrix * sgpp::op_factory::createOperationLTwoDotExplicit | ( | base::DataMatrix * | m, |
| base::Grid & | grid | ||
| ) |
Factory method, returning an OperationLTwoDotExplicit (OperationMatrix) for the grid at hand.
Note: object has to be freed after use. The DataMatrix m is used to store the the matrix and is not destroyed if the OperationMatrix is destroyed.
| grid | Grid which is to be used |
| m | DataMatrix in which the data is stored |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationLTwoDotExplicit(), grid(), sgpp::base::Linear, sgpp::base::LinearL0Boundary, m, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Periodic, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
| base::OperationMatrix * sgpp::op_factory::createOperationLTwoDotExplicit | ( | base::Grid & | grid | ) |
Factory method, returning an OperationLTwoDotExplicit (OperationMatrix) for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationLTwoDotExplicit(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Periodic, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by sgpp::datadriven::DBMatOffline::buildMatrix(), createOperationLTwoDotExplicit(), createOperationLTwoDotExplicit(), and sgpp::datadriven::DBMatDMSDenseIChol::DBMatDMSDenseIChol().
| base::OperationMatrix * sgpp::op_factory::createOperationLTwoDotProduct | ( | base::Grid & | grid | ) |
Factory method, returning an OperationLTwoDotProduct (OperationMatrix) for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationLTwoDotProduct(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearStretched, sgpp::base::LinearStretchedBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Periodic, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by sgpp::datadriven::SparseGridDensityEstimator::computeLTwoDotProductMatrix(), createOperationLTwoDotProduct(), sgpp::datadriven::DensityDifferenceSystemMatrix::DensityDifferenceSystemMatrix(), sgpp::datadriven::DensitySystemMatrix::DensitySystemMatrix(), sgpp::pde::HeatEquationParabolicPDESolverSystem::HeatEquationParabolicPDESolverSystem(), sgpp::pde::HeatEquationParabolicPDESolverSystemParallelOMP::HeatEquationParabolicPDESolverSystemParallelOMP(), and sgpp::datadriven::PiecewiseConstantSmoothedRegressionSystemMatrix::PiecewiseConstantSmoothedRegressionSystemMatrix().
| datadriven::OperationMakePositive * sgpp::op_factory::createOperationMakePositive | ( | datadriven::MakePositiveCandidateSearchAlgorithm | candidateSearchAlgorithm = datadriven::MakePositiveCandidateSearchAlgorithm::Intersections, |
| datadriven::MakePositiveInterpolationAlgorithm | interpolationAlgorithm = datadriven::MakePositiveInterpolationAlgorithm::SetToZero, |
||
| bool | generateConsistentGrid = true, |
||
| sgpp::base::ScalarFunction * | f = nullptr |
||
| ) |
Factory method, returning an OperationMakePositive for an arbitrary function f or some sparse grid, which is yet to be defined.
Note: object has to be freed after use.
| candidateSearchAlgorithm | defines algorithm for candidate set enumeration |
| interpolationAlgorithm | defines algorithm for coefficient estimation of extension set |
| generateConsistentGrid | if set to true, all hierarchical ancestors are available in the resulting grid |
| f | function to be approximated (as an alternative to a sparse grid function) |
References f.
Referenced by sgpp::datadriven::SparseGridDensityEstimator::initialize(), and sgpp::datadriven::OperationLimitFunctionValueRange::OperationLimitFunctionValueRange().
| base::OperationMultipleEval * sgpp::op_factory::createOperationMultipleEval | ( | base::Grid & | grid, |
| base::DataMatrix & | dataset | ||
| ) |
Factory method, returning an OperationMultipleEval for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
| dataset | The dataset (DataMatrix, one datapoint per row) that is to be evaluated for the sparse grid function |
References createOperationMultipleEval(), dataset, grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearStretched, sgpp::base::LinearStretchedBoundary, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::Periodic, sgpp::base::Poly, sgpp::base::PolyBoundary, and sgpp::base::Prewavelet.
Referenced by sgpp::datadriven::ClassificationRefinementFunctor::adaptAllGrids(), sgpp::datadriven::PrimalDualSVM::add(), sgpp::datadriven::DataBasedRefinementFunctor::computeH(), sgpp::datadriven::SparseGridDensityEstimator::computeMultipleEvalMatrix(), sgpp::datadriven::DBMatOnlineDE::computeWeightedBFromBatch(), sgpp::datadriven::DBMatOnlineDE::computeWeightedBFromBatchParallel(), sgpp::datadriven::DBMatOnlineDE::computeWeightedBFromBatchTwoDatasets(), createOperationMultipleEval(), createOperationMultipleEval(), sgpp::datadriven::DensityDifferenceSystemMatrix::DensityDifferenceSystemMatrix(), sgpp::datadriven::DensitySystemMatrix::DensitySystemMatrix(), sgpp::datadriven::DMSystemMatrix::DMSystemMatrix(), sgpp::datadriven::DMWeightMatrix::DMWeightMatrix(), sgpp::quadrature::OperationQuadratureMCAdvanced::doQuadrature(), sgpp::base::OperationQuadratureMC::doQuadrature(), sgpp::datadriven::OperationDensityRejectionSamplingLinear::doSampling(), sgpp::datadriven::DBMatOnlineDE::eval(), sgpp::datadriven::DBMatOnlineDE::evalParallel(), sgpp::datadriven::ModelFittingDensityDifferenceEstimationCG::evaluate(), sgpp::datadriven::ModelFittingDensityEstimationCG::evaluate(), sgpp::datadriven::ModelFittingDensityRatioEstimation::evaluate(), sgpp::datadriven::ModelFittingLeastSquares::evaluate(), sgpp::pde::PDESolver::evaluateCuboid(), sgpp::base::ForwardSelectorRefinementIndicator::ForwardSelectorRefinementIndicator(), sgpp::datadriven::DMSystemMatrix::generateb(), sgpp::datadriven::LearnerSGD::getBatchError(), sgpp::datadriven::LearnerSGD::getError(), hpx_main(), sgpp::datadriven::MultipleEvalHPX::LocalityMultiplier::LocalityMultiplier(), main(), main(), sgpp::datadriven::DMSystemMatrix::mult(), sgpp::datadriven::LearnerBase::multTranspose(), sgpp::datadriven::LearnerLeastSquaresIdentity::multTranspose(), sgpp::datadriven::LearnerSGDE::pdf(), sgpp::datadriven::SparseGridDensityEstimator::pdf(), sgpp::datadriven::LearnerSGD::predict(), sgpp::datadriven::RegressionLearner::predict(), sgpp::datadriven::LearnerBase::predict(), sgpp::datadriven::LearnerLeastSquaresIdentity::predict(), sgpp::datadriven::LearnerBaseSP::predict(), sgpp::datadriven::PrimalDualSVM::predictRaw(), sgpp::datadriven::SystemMatrixDensityRatioEstimation::setImplementation(), sgpp::datadriven::SystemMatrixLeastSquaresIdentity::setImplementation(), sgpp::datadriven::SystemMatrixDensityRatioEstimation::SystemMatrixDensityRatioEstimation(), sgpp::datadriven::SystemMatrixLeastSquaresIdentity::SystemMatrixLeastSquaresIdentity(), sgpp::datadriven::LearnerLeastSquaresIdentity::testRegular(), sgpp::datadriven::RegressionLearner::train(), and sgpp::datadriven::LearnerSGD::train().
| base::OperationMultipleEval * sgpp::op_factory::createOperationMultipleEval | ( | base::Grid & | grid, |
| base::DataMatrix & | dataset, | ||
| sgpp::datadriven::OperationMultipleEvalConfiguration & | configuration | ||
| ) |
Factory method, returning an OperationMultipleEval for the grid.
| grid | Grid which is to be used for the operation |
| dataset | dataset to be evaluated |
| configuration | configuration to be used (evalType and evalSubType) |
References sgpp::base::Bspline, sgpp::datadriven::COMBINED, createOperationMultipleEval(), sgpp::datadriven::createStreamingBSplineOCLConfigured(), sgpp::datadriven::createStreamingModOCLFastMultiPlatformConfigured(), sgpp::datadriven::createStreamingModOCLMaskMultiPlatformConfigured(), sgpp::datadriven::createStreamingModOCLOptConfigured(), sgpp::datadriven::createStreamingOCLMultiPlatformConfigured(), sgpp::datadriven::CUDA, dataset, sgpp::datadriven::DEFAULT, sgpp::datadriven::OperationMultipleEvalConfiguration::getMPIType(), sgpp::datadriven::OperationMultipleEvalConfiguration::getSubType(), sgpp::datadriven::OperationMultipleEvalConfiguration::getType(), grid(), sgpp::datadriven::HPX, sgpp::base::Linear, sgpp::datadriven::MASTERSLAVE, sgpp::base::ModLinear, sgpp::datadriven::MORTONORDER, sgpp::datadriven::OCL, sgpp::datadriven::OCLFASTMP, sgpp::datadriven::OCLMASKMP, sgpp::datadriven::OCLMP, sgpp::datadriven::OCLOPT, sgpp::base::Poly, sgpp::datadriven::SCALAPACK, sgpp::datadriven::SIMPLE, sgpp::datadriven::STREAMING, and sgpp::datadriven::SUBSPACELINEAR.
| base::OperationMultipleEval * sgpp::op_factory::createOperationMultipleEvalInter | ( | base::Grid & | grid, |
| base::DataMatrix & | dataset, | ||
| std::set< std::set< size_t > > | interactions | ||
| ) |
Similar to createOperationMultipleEval, but makes use of interaction terms during evaluation.
| grid | Grid which is to be used |
| dataset | The dataset (DataMatrix, one datapoint per row) that is to be evaluated for the sparse grid function |
| interactions | A list of Interaction the SG is reduced to |
References dataset, grid(), and sgpp::base::ModLinear.
Referenced by sgpp::datadriven::DBMatOnlineDE::computeWeightedBFromBatch(), sgpp::datadriven::DBMatOnlineDE::computeWeightedBFromBatchTwoDatasets(), and sgpp::datadriven::DBMatOnlineDE::eval().
| base::OperationMultipleEval * sgpp::op_factory::createOperationMultipleEvalNaive | ( | base::Grid & | grid, |
| base::DataMatrix & | dataset | ||
| ) |
Factory method, returning an OperationMultipleEvalNaive for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used |
| dataset | The dataset (DataMatrix, one datapoint per row) that is to be evaluated for the sparse grid function |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationMultipleEvalNaive(), dataset, grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearClenshawCurtis, sgpp::base::LinearClenshawCurtisBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearTruncatedBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinearClenshawCurtis, sgpp::base::ModNakBspline, sgpp::base::ModPolyClenshawCurtis, sgpp::base::NakBsplineBoundary, sgpp::base::NakBsplineExtended, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by sgpp::datadriven::SparseGridDensityEstimator::computeMultipleEvalMatrix(), and createOperationMultipleEvalNaive().
| optimization::OperationMultipleHierarchisation * sgpp::op_factory::createOperationMultipleHierarchisation | ( | base::Grid & | grid | ) |
Creates a OperationMultipleHierarchisation for the given sgpp::optimization grid.
Don't forget to delete the object after use.
| grid | sparse grid |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationMultipleHierarchisation(), sgpp::base::FundamentalNakSplineBoundary, sgpp::base::FundamentalSpline, sgpp::base::FundamentalSplineBoundary, grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearClenshawCurtis, sgpp::base::LinearClenshawCurtisBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModFundamentalSpline, sgpp::base::ModLinear, sgpp::base::ModNakBspline, sgpp::base::ModWavelet, sgpp::base::ModWeaklyFundamentalNakSpline, sgpp::base::NakBspline, sgpp::base::NakBsplineBoundary, sgpp::base::NakBsplineExtended, sgpp::base::NaturalBsplineBoundary, sgpp::base::Wavelet, sgpp::base::WaveletBoundary, sgpp::base::WeaklyFundamentalNakSplineBoundary, and sgpp::base::WeaklyFundamentalSplineBoundary.
Referenced by createOperationMultipleHierarchisation().
| base::OperationQuadrature * sgpp::op_factory::createOperationQuadrature | ( | base::Grid & | grid | ) |
Factory method, returning an OperationQuadrature for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used for quadrature |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationQuadrature(), sgpp::base::FundamentalSpline, sgpp::base::BsplineBoundaryGrid::getDegree(), sgpp::base::BsplineClenshawCurtisGrid::getDegree(), sgpp::base::BsplineGrid::getDegree(), sgpp::base::FundamentalSplineGrid::getDegree(), sgpp::base::ModBsplineClenshawCurtisGrid::getDegree(), sgpp::base::ModBsplineGrid::getDegree(), sgpp::base::ModFundamentalSplineGrid::getDegree(), sgpp::base::ModNakBsplineGrid::getDegree(), sgpp::base::ModPolyClenshawCurtisGrid::getDegree(), sgpp::base::NakBsplineBoundaryGrid::getDegree(), sgpp::base::NakBsplineExtendedGrid::getDegree(), sgpp::base::NakPBsplineGrid::getDegree(), sgpp::base::PolyClenshawCurtisGrid::getDegree(), sgpp::base::ModPolyGrid::getDegree(), sgpp::base::PolyBoundaryGrid::getDegree(), sgpp::base::PolyClenshawCurtisBoundaryGrid::getDegree(), sgpp::base::PolyGrid::getDegree(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearClenshawCurtis, sgpp::base::LinearClenshawCurtisBoundary, sgpp::base::LinearL0Boundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModFundamentalSpline, sgpp::base::ModLinear, sgpp::base::ModLinearClenshawCurtis, sgpp::base::ModNakBspline, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::NakBsplineBoundary, sgpp::base::NakBsplineExtended, sgpp::base::NakPBspline, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by createOperationQuadrature(), sgpp::optimization::SplineResponseSurface::getIntegral(), sgpp::optimization::SplineResponseSurfaceVector::getIntegrals(), sgpp::datadriven::SparseGridDensityEstimator::initialize(), and sgpp::datadriven::DBMatOnlineDE::normalizeQuadrature().
| quadrature::OperationQuadratureMCAdvanced * sgpp::op_factory::createOperationQuadratureMCAdvanced | ( | base::Grid & | grid, |
| size_t | numberOfSamples, | ||
| std::uint64_t | seed = std::mt19937_64::default_seed |
||
| ) |
Creates an OperationQuadratureMCAdvanced.
| grid | Reference to the grid object |
| numberOfSamples | Number of Monte Carlo samples |
| seed | Custom seed (defaults to default seed of mt19937_64) |
References grid().
| base::OperationMatrix * sgpp::op_factory::createOperationRegularizationDiagonal | ( | base::Grid & | grid, |
| int | mode, | ||
| double | k | ||
| ) |
Factory method, returning an OperationRegularizationDiagonal for the grid at hand.
| grid | Grid which is to be used for OperationRegularizationDiagonal |
| mode | Mode, specifying which regularization to use. Example: OperationRegularizationDiagonal::HKMIX. |
| k | Parameter for \(H^k\) |
References grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, and sgpp::base::ModLinear.
| datadriven::OperationRosenblattTransformation * sgpp::op_factory::createOperationRosenblattTransformation | ( | base::Grid & | grid | ) |
Factory method, returning an OperationRosenblattTransformation for the grid.
| grid | Grid which is to be used for the operation |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationRosenblattTransformation(), grid(), sgpp::base::Linear, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by createOperationRosenblattTransformation(), and sgpp::datadriven::RosenblattTransformation::doTransformation().
| datadriven::OperationTransformation1D * sgpp::op_factory::createOperationRosenblattTransformation1D | ( | base::Grid & | grid | ) |
Factory method, returning an OperationRosenblattTransformation for the grid.
| grid | Grid which is to be used for the operation |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationRosenblattTransformation1D(), grid(), sgpp::base::Linear, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by createOperationRosenblattTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationBspline::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationModBspline::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationModPoly::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationPoly::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationPolyBoundary::doTransformation1D(), sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis::doTransformation1D(), and sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary::doTransformation1D().
| datadriven::OperationRosenblattTransformationKDE * sgpp::op_factory::createOperationRosenblattTransformationKDE | ( | datadriven::KernelDensityEstimator & | kde | ) |
Factory method, returning an OperationRosenblattTransformationKDE for the kde.
| kde | KernelDensityEstimator for which the Rosenblatt transformation should be computed |
References createOperationRosenblattTransformationKDE().
Referenced by createOperationRosenblattTransformationKDE().
| base::OperationSecondMoment * sgpp::op_factory::createOperationSecondMoment | ( | base::Grid & | grid | ) |
Factory method, returning an OperationSecondMoment for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used for quadrature |
References sgpp::base::Bspline, sgpp::base::BsplineBoundary, sgpp::base::BsplineClenshawCurtis, createOperationSecondMoment(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearTruncatedBoundary, sgpp::base::ModBspline, sgpp::base::ModBsplineClenshawCurtis, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModPolyClenshawCurtis, sgpp::base::Poly, sgpp::base::PolyBoundary, sgpp::base::PolyClenshawCurtis, and sgpp::base::PolyClenshawCurtisBoundary.
Referenced by createOperationSecondMoment(), sgpp::datadriven::LearnerSGDE::variance(), and sgpp::datadriven::SparseGridDensityEstimator::variance().
| datadriven::OperationTest * sgpp::op_factory::createOperationTest | ( | base::Grid & | grid | ) |
Factory method, returning an OperationTest for the grid at hand.
| grid | Grid which is to be used for OperationTest |
References createOperationTest(), sgpp::base::ModBsplineGrid::getDegree(), sgpp::base::ModPolyGrid::getDegree(), sgpp::base::PolyGrid::getDegree(), grid(), sgpp::base::Linear, sgpp::base::LinearBoundary, sgpp::base::LinearL0Boundary, sgpp::base::LinearStretched, sgpp::base::LinearStretchedBoundary, sgpp::base::ModBspline, sgpp::base::ModLinear, sgpp::base::ModPoly, sgpp::base::ModWavelet, sgpp::base::Poly, and sgpp::base::Prewavelet.
Referenced by createOperationTest().
| base::OperationWeightedQuadrature * sgpp::op_factory::createOperationWeightedQuadrature | ( | base::Grid & | grid, |
| size_t | quadOrder | ||
| ) |
Factory method, returning an OperationWeightedQuadrature for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used for quadrature |
| quadOrder | quadrature order |
References sgpp::base::ModNakBsplineGrid::getDegree(), sgpp::base::NakBsplineBoundaryGrid::getDegree(), sgpp::base::NakBsplineExtendedGrid::getDegree(), sgpp::base::NakBsplineGrid::getDegree(), sgpp::base::NakPBsplineGrid::getDegree(), grid(), sgpp::base::ModNakBspline, sgpp::base::NakBspline, sgpp::base::NakBsplineBoundary, sgpp::base::NakBsplineExtended, and sgpp::base::NakPBspline.
Referenced by sgpp::datadriven::PolynomialChaosExpansion::adaptiveQuadratureWeighted(), sgpp::optimization::SplineResponseSurface::getMean(), sgpp::optimization::SplineResponseSurfaceVector::getMeans(), and sgpp::datadriven::PolynomialChaosExpansion::sparseGridQuadrature().
| base::OperationWeightedSecondMoment * sgpp::op_factory::createOperationWeightedSecondMoment | ( | base::Grid & | grid, |
| size_t | quadOrder | ||
| ) |
Factory method, returning an OperationWeightedSecondMoment for the grid at hand.
Note: object has to be freed after use.
| grid | Grid which is to be used for quadrature |
| quadOrder | quadrature order |
References sgpp::base::ModNakBsplineGrid::getDegree(), sgpp::base::NakBsplineBoundaryGrid::getDegree(), sgpp::base::NakBsplineExtendedGrid::getDegree(), sgpp::base::NakBsplineGrid::getDegree(), sgpp::base::NakPBsplineGrid::getDegree(), grid(), sgpp::base::ModNakBspline, sgpp::base::NakBspline, sgpp::base::NakBsplineBoundary, sgpp::base::NakBsplineExtended, and sgpp::base::NakPBspline.
Referenced by sgpp::optimization::SplineResponseSurface::getVariance(), and sgpp::optimization::SplineResponseSurfaceVector::getVariances().
1.9.8