python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast Class Reference

Inheritance diagram for python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast:

Public Member Functions
	__init__ (self, grid, candidateSearchAlgorithm=None, interpolationAlgorithm=None)
	addFullGridPoints (self, grid, alpha, candidates, tol=-1e-14)
	coarsening (self, grid, alpha, newGridPoints, tol=1e-14)
	makeAddedNodalValuesPositive (self, grid, alpha, addedGridPoints, tol=-1e-14)
	makeCurrentNodalValuesPositive (self, grid, alpha, tol=-1e-14)
	makePositive (self, alpha)
	plotDebug (self, grid, alpha, addedGridPoints, candidates)
	plotDebugIntersections (self, newGrid, overlappingGridPoints)
	setCandidateSetSearchAlgorithm (self, algorithm)
	setInterpolationAlgorithm (self, algorithm)
	sortCandidatesByLevelSum (self, candidates)

Public Attributes
	addAllGridPointsOnNextLevel
	candidateSearchAlgorithm
	grid
	interpolationAlgorithm
	lastMinimumCandidateLevelSum
	maxLevel
	maxNewGridPoints
	numDims
	verbose

Constructor & Destructor Documentation

__init__()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.__init__	(		self,
			grid,
			candidateSearchAlgorithm = None,
			interpolationAlgorithm = None
	)

Member Function Documentation

addFullGridPoints()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints	(		self,
			grid,
			alpha,
			candidates,
			tol = -1e-14
	)

Add all those full grid points with |accLevel|_1 <= n, where n is the
maximun level of the sparse grid
@param grid: Grid sparse grid to be discretized
@param candidates:
@param tol:

References python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addAllGridPointsOnNextLevel, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.lastMinimumCandidateLevelSum, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.maxNewGridPoints, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.numDims, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.sortCandidatesByLevelSum(), sgpp::base::OCLManager.verbose, sgpp::base::OCLManagerMultiPlatform.verbose, sgpp::base::Printer.verbose, python.uq.estimators.MonteCarloStrategy.MonteCarloStrategy.verbose, python.uq.manager.ASGCUQManager.ASGCUQManager.verbose, python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.verbose, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.verbose, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.verbose, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.verbose, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.verbose, python.uq.refinement.RefinementManager.RefinementManager.verbose, python.uq.uq_setting.UQBuilder.UQBuilder.verbose(), sgpp::datadriven::MetaLearner.verbose, sgpp::datadriven::ClusteringOCL::OperationClusteringOCL< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelCreateGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationCreateGraphOCLSingleDevice< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityB< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityMult< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationDensityOCLMultiPlatform< T >.verbose, sgpp::datadriven::clusteringmpi::MPIEnviroment.verbose, sgpp::datadriven::clusteringmpi::SimpleQueue< T >.verbose, sgpp::datadriven::clusteringmpi::MPIWorkerBase.verbose, sgpp::datadriven::OperationMultiEvalHPX.verbose, sgpp::datadriven::OperationMultiEvalMPI.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLMaskMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLOpt< T >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLUnified< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::OperationMultiEvalStreamingOCLMultiPlatform< T >.verbose, sgpp::datadriven::PiecewiseConstantRegression::Node.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelPruneGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationPruneGraphOCLMultiPlatform< T >.verbose, sgpp::datadriven::OperationMakePositive.verbose, and sgpp::datadriven::OperationMakePositiveCandidateSetAlgorithm.verbose.

Referenced by python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive().

coarsening()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.coarsening	(		self,
			grid,
			alpha,
			newGridPoints,
			tol = 1e-14
	)

Removes all unnecessary grid points. A grid point is defined as
unnecessary if it is a leaf node and its hierarchical coefficient is
negative. This is applied just for the newly added points.
@param grid: Grid
@param alpha: numpy array hierarchical coefficients

Referenced by python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive().

makeAddedNodalValuesPositive()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makeAddedNodalValuesPositive	(		self,
			grid,
			alpha,
			addedGridPoints,
			tol = -1e-14
	)

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive().

makeCurrentNodalValuesPositive()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makeCurrentNodalValuesPositive	(		self,
			grid,
			alpha,
			tol = -1e-14
	)

Referenced by python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive().

makePositive()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive	(		self,
			alpha
	)

insert recursively all grid points such that the function is positive
defined. Interpolate the function values for the new grid points using
the registered algorithm.
@param alpha: numpy array hierarchical coefficients

References sgpp::datadriven::OperationMakePositive.addFullGridPoints(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.addFullGridPoints(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.candidateSearchAlgorithm, sgpp::datadriven::OperationMakePositive.candidateSearchAlgorithm, sgpp::base::InterpolantScalarFunction.grid, sgpp::base::InterpolantScalarFunctionGradient.grid, sgpp::base::InterpolantScalarFunctionHessian.grid, sgpp::base::InterpolantVectorFunction.grid, sgpp::base::InterpolantVectorFunctionGradient.grid, sgpp::base::InterpolantVectorFunctionHessian.grid, sgpp::base::ForwardSelectorRefinementIndicator.grid, sgpp::base::ImpurityRefinementIndicator.grid, sgpp::base::DehierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::DehierarchisationFundamentalSpline.grid, sgpp::base::DehierarchisationFundamentalSplineBoundary.grid, sgpp::base::DehierarchisationModFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::HierarchisationFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalSplineBoundary.grid, sgpp::base::HierarchisationModFundamentalSpline.grid, sgpp::base::OperationArbitraryBoundaryHierarchisation.grid, sgpp::base::OperationFirstMomentBspline.grid, sgpp::base::OperationFirstMomentBsplineBoundary.grid, sgpp::base::OperationFirstMomentBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModBspline.grid, sgpp::base::OperationFirstMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModPoly.grid, sgpp::base::OperationFirstMomentModPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPoly.grid, sgpp::base::OperationFirstMomentPolyBoundary.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationHierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::OperationHierarchisationFundamentalSpline.grid, sgpp::base::OperationHierarchisationFundamentalSplineBoundary.grid, sgpp::base::OperationHierarchisationModFundamentalSpline.grid, sgpp::base::OperationMultipleEval.grid, sgpp::base::OperationSecondMomentBspline.grid, sgpp::base::OperationSecondMomentBsplineBoundary.grid, sgpp::base::OperationSecondMomentBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModBspline.grid, sgpp::base::OperationSecondMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModPoly.grid, sgpp::base::OperationSecondMomentModPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPoly.grid, sgpp::base::OperationSecondMomentPolyBoundary.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationQuadratureMC.grid, sgpp::base::HierarchisationSLE.grid, sgpp::combigrid::OperationEvalCombinationGrid.grid, sgpp::combigrid::OperationEvalFullGrid.grid, sgpp::combigrid::OperationUPCombinationGrid.grid, sgpp::combigrid::OperationUPFullGrid.grid, python.controller.CheckpointController.CheckpointController.grid, python.learner.Learner.Learner.grid, python.tools.Matrix.grid, python.uq.dists.SGDEdist.SGDEdist.grid, python.uq.learner.Learner.Learner.grid, python.uq.learner.Regressor.Regressor.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.grid, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.grid, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.grid, sgpp::datadriven::AlgorithmAdaBoostBase.grid, sgpp::datadriven::DMSystemMatrix.grid, sgpp::datadriven::LogDensitySystemMatrix.grid, sgpp::datadriven::PiecewiseConstantSmoothedRegressionSystemMatrix.grid, sgpp::datadriven::SystemMatrixDensityRatioEstimation.grid, sgpp::datadriven::SystemMatrixLeastSquaresIdentity.grid, sgpp::datadriven::LearnerBase.grid, sgpp::datadriven::LearnerSGD.grid, sgpp::datadriven::LearnerSGDE.grid, sgpp::datadriven::LearnerSVM.grid, sgpp::datadriven::RegressionLearner.grid, sgpp::datadriven::SparseGridDensityEstimator.grid, sgpp::datadriven::RosenblattTransformation.grid, sgpp::datadriven::ModelFittingBaseSingleGrid.grid, sgpp::datadriven::MultipleEvalHPX::LocalityMultiplier.grid, sgpp::datadriven::OperationCovariance.grid, sgpp::datadriven::OperationDensityConditional.grid, sgpp::datadriven::OperationDensityMarginalize.grid, sgpp::datadriven::OperationDensityMargTo1D.grid, sgpp::datadriven::OperationDensityRejectionSamplingLinear.grid, sgpp::datadriven::OperationDensitySampling1DLinear.grid, sgpp::datadriven::OperationDensitySamplingLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationLinear.grid, sgpp::datadriven::OperationRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPoly.grid, sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::DataMatrixDistributed.grid, sgpp::datadriven::DataVectorDistributed.grid, sgpp::optimization::ASInterpolantScalarFunction.grid, sgpp::optimization::ASInterpolantScalarFunctionGradient.grid, sgpp::optimization::SplineResponseSurface.grid, sgpp::optimization::SplineResponseSurfaceVector.grid, sgpp::optimization::IterativeGridGenerator.grid, sgpp::optimization::OperationMultipleHierarchisationBspline.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinear.grid, sgpp::optimization::OperationMultipleHierarchisationLinearBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtisBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationModBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationModFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModLinear.grid, sgpp::optimization::OperationMultipleHierarchisationModNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationModWeaklyFundamentalNakSpline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineExtended.grid, sgpp::optimization::OperationMultipleHierarchisationNaturalBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationWaveletBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalSplineBoundary.grid, sgpp::pde::OperationLaplaceBspline.grid, sgpp::pde::OperationLaplaceBsplineBoundary.grid, sgpp::pde::OperationLaplaceBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModBspline.grid, sgpp::pde::OperationLaplaceModBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModPoly.grid, sgpp::pde::OperationLaplaceModPolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePoly.grid, sgpp::pde::OperationLaplacePolyBoundary.grid, sgpp::pde::OperationLaplacePolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePolyClenshawCurtisBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBspline.grid, sgpp::pde::OperationMatrixLTwoDotBsplineBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModBspline.grid, sgpp::pde::OperationMatrixLTwoDotModBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModLinear.grid, sgpp::pde::OperationMatrixLTwoDotModPoly.grid, sgpp::pde::OperationMatrixLTwoDotModPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPoly.grid, sgpp::pde::OperationMatrixLTwoDotPolyBoundary.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtisBoundary.grid, sgpp::quadrature::OperationQuadratureMCAdvanced.grid, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.interpolationAlgorithm, sgpp::datadriven::OperationMakePositive.interpolationAlgorithm, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makeAddedNodalValuesPositive(), sgpp::datadriven::OperationMakePositive.makeCurrentNodalValuesPositive(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makeCurrentNodalValuesPositive(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makeCurrentNodalValuesPositive(), sgpp::base::ClenshawCurtisTable.maxLevel, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.maxLevel, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.maxLevel, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.maxLevel, python.uq.refinement.AdmissibleSet.AdmissibleSetGenerator.maxLevel, python.uq.refinement.AdmissibleSet.RefinableNodesSet.maxLevel, python.uq.refinement.AdmissibleSet.AdmissibleSparseGridNodeSet.maxLevel, sgpp::datadriven::OperationMultipleEvalSubspaceCombined.maxLevel, sgpp::datadriven::OperationMultipleEvalSubspaceSimple.maxLevel, sgpp::datadriven::OperationMakePositive.maxLevel, sgpp::datadriven::OperationMakePositiveCandidateSetAlgorithm.maxLevel, sgpp::optimization::IterativeGridGeneratorRitterNovak.maxLevel, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.numDims, sgpp::base::OCLManager.verbose, sgpp::base::OCLManagerMultiPlatform.verbose, sgpp::base::Printer.verbose, python.uq.estimators.MonteCarloStrategy.MonteCarloStrategy.verbose, python.uq.manager.ASGCUQManager.ASGCUQManager.verbose, python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.verbose, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.verbose, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.verbose, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.verbose, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.verbose, python.uq.refinement.RefinementManager.RefinementManager.verbose, python.uq.uq_setting.UQBuilder.UQBuilder.verbose(), sgpp::datadriven::MetaLearner.verbose, sgpp::datadriven::ClusteringOCL::OperationClusteringOCL< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelCreateGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationCreateGraphOCLSingleDevice< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityB< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityMult< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationDensityOCLMultiPlatform< T >.verbose, sgpp::datadriven::clusteringmpi::MPIEnviroment.verbose, sgpp::datadriven::clusteringmpi::SimpleQueue< T >.verbose, sgpp::datadriven::clusteringmpi::MPIWorkerBase.verbose, sgpp::datadriven::OperationMultiEvalHPX.verbose, sgpp::datadriven::OperationMultiEvalMPI.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLMaskMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLOpt< T >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLUnified< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::OperationMultiEvalStreamingOCLMultiPlatform< T >.verbose, sgpp::datadriven::PiecewiseConstantRegression::Node.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelPruneGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationPruneGraphOCLMultiPlatform< T >.verbose, sgpp::datadriven::OperationMakePositive.verbose, and sgpp::datadriven::OperationMakePositiveCandidateSetAlgorithm.verbose.

plotDebug()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.plotDebug	(		self,
			grid,
			alpha,
			addedGridPoints,
			candidates
	)

References python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.candidateSearchAlgorithm, and sgpp::datadriven::OperationMakePositive.candidateSearchAlgorithm.

Referenced by python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.computeCandidates(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates(), and python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint().

plotDebugIntersections()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.plotDebugIntersections	(		self,
			newGrid,
			overlappingGridPoints
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersection(), python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.findIntersection(), and python.uq.operations.forcePositivity.findIntersectionsSubspaceBased.IntersectionSubspaceCandidates.findIntersection().

setCandidateSetSearchAlgorithm()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.setCandidateSetSearchAlgorithm	(		self,
			algorithm
	)

References python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.candidateSearchAlgorithm, and sgpp::datadriven::OperationMakePositive.candidateSearchAlgorithm.

setInterpolationAlgorithm()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.setInterpolationAlgorithm	(		self,
			algorithm
	)

References python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.interpolationAlgorithm, and sgpp::datadriven::OperationMakePositive.interpolationAlgorithm.

sortCandidatesByLevelSum()

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.sortCandidatesByLevelSum	(		self,
			candidates
	)

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints().

Member Data Documentation

addAllGridPointsOnNextLevel

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addAllGridPointsOnNextLevel

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints().

candidateSearchAlgorithm

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.candidateSearchAlgorithm

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.plotDebug(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.setCandidateSetSearchAlgorithm().

grid

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.grid

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.learner.Learner.Learner.applyData(), python.tools.Matrix.ApplyMatrix(), python.uq.dists.SGDEdist.SGDEdist.cdf(), python.uq.learner.Interpolant.Interpolant.doLearningIteration(), python.learner.Learner.Learner.doLearningIteration(), python.learner.Classifier.Classifier.evalError(), python.uq.learner.Interpolant.Interpolant.evalError(), python.tools.Matrix.generateb(), python.controller.CheckpointController.CheckpointController.generateFoldValidationJob(), python.uq.learner.SimulationLearner.SimulationLearner.getCollocationNodes(), python.uq.learner.SimulationLearner.SimulationLearner.getGrid(), python.uq.learner.SimulationLearner.SimulationLearner.getLearner(), python.learner.Learner.Learner.learnData(), python.learner.Learner.Learner.learnDataWithFolding(), python.uq.learner.Regressor.Regressor.learnDataWithFolding(), python.learner.Learner.Learner.learnDataWithTest(), python.uq.learner.Regressor.Regressor.learnDataWithTest(), python.controller.CheckpointController.CheckpointController.loadAll(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), python.uq.dists.SGDEdist.SGDEdist.mean(), python.uq.dists.SGDEdist.SGDEdist.pdf(), python.uq.dists.SGDEdist.SGDEdist.ppf(), python.learner.Classifier.Classifier.refineGrid(), python.learner.Regressor.Regressor.refineGrid(), python.uq.learner.Regressor.Regressor.refineGrid(), python.uq.learner.SimulationLearner.SimulationLearner.refineGrid(), python.controller.CheckpointController.CheckpointController.saveGrid(), python.controller.CheckpointController.CheckpointController.setGrid(), python.learner.Learner.Learner.setGrid(), python.uq.learner.Learner.Learner.setGrid(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.split(), python.uq.dists.SGDEdist.SGDEdist.toJson(), and python.uq.dists.SGDEdist.SGDEdist.var().

interpolationAlgorithm

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.interpolationAlgorithm

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.setInterpolationAlgorithm().

lastMinimumCandidateLevelSum

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.lastMinimumCandidateLevelSum

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints().

maxLevel

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.maxLevel

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getMaxLevelOfChildrenUpToMaxLevel(), python.uq.refinement.AdmissibleSet.AdmissibleSetGenerator.insertPoint(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive().

maxNewGridPoints

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.maxNewGridPoints

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints().

numDims

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.numDims

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.computeCandidates(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.computeGlobalFullGrid(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findInnerIntersection(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findOuterIntersection(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalFullGridLevel(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalMaxLevel(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.normal(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.splitFullGrids(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.splitLocalFullGrids(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.transformToReferenceGrid(), and python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.uniform().

verbose

python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.verbose

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints(), python.uq.refinement.RefinementManager.RefinementManager.candidates(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.computeCandidates(), python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.findIntersections(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalMaxLevel(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makeCurrentNodalValuesPositive(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), python.uq.refinement.RefinementManager.RefinementManager.refineGrid(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.splitFullGrids().

---

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

• datadriven/python/uq/operations/forcePositivity/operationMakePositiveFast.py