SG++-Doxygen-Documentation
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Public Member Functions | |
def | __init__ (self) |
def | doLearningIteration (self, points) |
def | evalError (self, data, alpha) |
def | getErrorPerSample (self, dtype="train") |
def | getL1NormError (self, dtype="train") |
def | getL2NormError (self, dtype="train") |
def | getMaxError (self, dtype="train") |
def | getMinError (self, dtype="train") |
def | getMSE (self, dtype="train") |
def | getSize (self, dtype="train") |
def | learnData (self, dataset=None, args, kws) |
def | learnDataWithTest (self, dataset=None, args, kws) |
def | updateResults (self, alpha, trainSubset, testSubset=None, dtype=KnowledgeTypes.SIMPLE) |
Public Attributes | |
alpha | |
testErrors | |
trainErrors | |
def python.uq.learner.Interpolant.Interpolant.__init__ | ( | self | ) |
def python.uq.learner.Interpolant.Interpolant.doLearningIteration | ( | self, | |
points | |||
) |
Interpolates the given points with the current grid @param points: interpolation points @return: Return hierarchical surpluses
References python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.grid, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid, sgpp::datadriven::OperationDensitySampling1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.grid, sgpp::datadriven::LogDensitySystemMatrix.grid, sgpp::base::OperationMultipleEval.grid, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.grid, sgpp::datadriven::PiecewiseConstantSmoothedRegressionSystemMatrix.grid, sgpp::datadriven::LearnerSVM.grid, sgpp::datadriven::DMSystemMatrix.grid, sgpp::datadriven::MultipleEvalHPX::LocalityMultiplier.grid, sgpp::datadriven::LearnerBase.grid, sgpp::datadriven::OperationDensityMarginalize.grid, sgpp::datadriven::OperationDensityConditional.grid, sgpp::datadriven::OperationDensityRejectionSamplingLinear.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPolyBoundary.grid, sgpp::base::OperationFirstMomentModBspline.grid, sgpp::base::OperationFirstMomentBspline.grid, sgpp::base::OperationFirstMomentBsplineBoundary.grid, sgpp::base::OperationSecondMomentBspline.grid, sgpp::base::OperationSecondMomentBsplineBoundary.grid, sgpp::base::OperationFirstMomentModPoly.grid, sgpp::base::OperationSecondMomentModBspline.grid, sgpp::base::OperationSecondMomentModPoly.grid, sgpp::base::OperationFirstMomentModPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentModPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPoly.grid, sgpp::base::OperationSecondMomentPolyBoundary.grid, sgpp::base::OperationFirstMomentPoly.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationFirstMomentBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModBspline.grid, sgpp::pde::OperationLaplaceBspline.grid, sgpp::pde::OperationLaplaceBsplineBoundary.grid, sgpp::pde::OperationLaplaceBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModPoly.grid, sgpp::pde::OperationLaplaceModPolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePolyBoundary.grid, sgpp::pde::OperationLaplacePolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePolyClenshawCurtisBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBsplineBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModBspline.grid, sgpp::pde::OperationMatrixLTwoDotModLinear.grid, sgpp::pde::OperationMatrixLTwoDotModPoly.grid, sgpp::pde::OperationMatrixLTwoDotModPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPolyBoundary.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtisBoundary.grid, sgpp::pde::OperationLaplacePoly.grid, sgpp::pde::OperationMatrixLTwoDotPoly.grid, sgpp::pde::OperationMatrixLTwoDotBspline.grid, sgpp::pde::OperationMatrixLTwoDotModBsplineClenshawCurtis.grid, sgpp::base::OperationHierarchisationFundamentalSpline.grid, sgpp::base::OperationHierarchisationModFundamentalSpline.grid, sgpp::datadriven::OperationDensitySamplingLinear.grid, sgpp::datadriven::SystemMatrixLeastSquaresIdentity.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationLinear.grid, sgpp::datadriven::OperationRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationRosenblattTransformationPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationCovariance.grid, sgpp::datadriven::OperationDensityMargTo1D.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineBoundary.grid, sgpp::base::OperationArbitraryBoundaryHierarchisation.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBspline.grid, python.uq.learner.Learner.Learner.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, python.uq.dists.SGDEdist.SGDEdist.grid, python.learner.Learner.Learner.grid, sgpp::optimization::IterativeGridGenerator.grid, sgpp::datadriven::AlgorithmAdaBoostBase.grid, sgpp::optimization::OperationMultipleHierarchisationWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationModWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationLinearBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWaveletBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationModLinear.grid, sgpp::optimization::OperationMultipleHierarchisationLinear.grid, sgpp::optimization::OperationMultipleHierarchisationModBspline.grid, sgpp::optimization::OperationMultipleHierarchisationBspline.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtis.grid, sgpp::base::DehierarchisationFundamentalSpline.grid, sgpp::base::HierarchisationModFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModBsplineClenshawCurtis.grid, sgpp::base::HierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineClenshawCurtis.grid, sgpp::base::DehierarchisationModFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModFundamentalSpline.grid, sgpp::datadriven::RosenblattTransformation.grid, sgpp::base::OperationQuadratureMC.grid, python.controller.CheckpointController.CheckpointController.grid, sgpp::optimization::InterpolantScalarFunctionGradient.grid, sgpp::optimization::InterpolantScalarFunctionHessian.grid, sgpp::optimization::InterpolantVectorFunctionGradient.grid, sgpp::datadriven::ModelFittingBaseSingleGrid.grid, sgpp::optimization::InterpolantScalarFunction.grid, sgpp::optimization::InterpolantVectorFunction.grid, sgpp::optimization::InterpolantVectorFunctionHessian.grid, sgpp::combigrid::LTwoScalarProductHashMapNakBsplineBoundaryCombigrid.grid, sgpp::quadrature::OperationQuadratureMCAdvanced.grid, sgpp::base::ImpurityRefinementIndicator.grid, sgpp::base::ForwardSelectorRefinementIndicator.grid, sgpp::datadriven::LearnerSGD.grid, sgpp::optimization::HierarchisationSLE.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.grid, sgpp::datadriven::RegressionLearner.grid, sgpp::datadriven::SparseGridDensityEstimator.grid, sgpp::datadriven::LearnerSGDE.grid, python.tools.Matrix.grid, and python.uq.operations.sparse_grid.hierarchize().
Referenced by python.uq.learner.Regressor.Regressor.learnData(), and python.uq.learner.Interpolant.Interpolant.learnDataWithTest().
def python.uq.learner.Interpolant.Interpolant.evalError | ( | self, | |
data, | |||
alpha | |||
) |
computes the discrete L2-error of the sparse grid interpolant with respect to some MC samples at given time steps @param data: DataContainer samples @param alpha: numpy array hierarchical coefficients @return: mean squared error
References python.uq.operations.sparse_grid.evalSGFunctionMulti(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.grid, sgpp::datadriven::OperationDensitySampling1DLinear.grid, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid, sgpp::datadriven::OperationRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.grid, sgpp::datadriven::LogDensitySystemMatrix.grid, sgpp::base::OperationMultipleEval.grid, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.grid, sgpp::datadriven::PiecewiseConstantSmoothedRegressionSystemMatrix.grid, sgpp::datadriven::LearnerSVM.grid, sgpp::datadriven::DMSystemMatrix.grid, sgpp::datadriven::MultipleEvalHPX::LocalityMultiplier.grid, sgpp::datadriven::LearnerBase.grid, sgpp::datadriven::OperationDensityMarginalize.grid, sgpp::datadriven::OperationDensityRejectionSamplingLinear.grid, sgpp::datadriven::OperationDensityConditional.grid, sgpp::base::OperationFirstMomentPoly.grid, sgpp::base::OperationFirstMomentPolyBoundary.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentBspline.grid, sgpp::base::OperationFirstMomentBsplineBoundary.grid, sgpp::base::OperationSecondMomentBspline.grid, sgpp::base::OperationSecondMomentBsplineBoundary.grid, sgpp::base::OperationFirstMomentModBspline.grid, sgpp::base::OperationSecondMomentModBspline.grid, sgpp::base::OperationFirstMomentModPoly.grid, sgpp::base::OperationSecondMomentModPoly.grid, sgpp::base::OperationSecondMomentModPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentModPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPoly.grid, sgpp::base::OperationSecondMomentPolyBoundary.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationFirstMomentBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModBsplineClenshawCurtis.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::OperationLaplacePoly.grid, sgpp::pde::OperationLaplacePolyBoundary.grid, sgpp::pde::OperationLaplacePolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotBspline.grid, sgpp::pde::OperationMatrixLTwoDotBsplineBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModLinear.grid, sgpp::pde::OperationMatrixLTwoDotModPoly.grid, sgpp::pde::OperationMatrixLTwoDotPoly.grid, sgpp::pde::OperationMatrixLTwoDotPolyBoundary.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePolyClenshawCurtisBoundary.grid, sgpp::pde::OperationMatrixLTwoDotModPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtisBoundary.grid, sgpp::pde::OperationMatrixLTwoDotModBspline.grid, sgpp::pde::OperationLaplaceModPolyClenshawCurtis.grid, sgpp::base::OperationHierarchisationFundamentalSpline.grid, sgpp::base::OperationHierarchisationModFundamentalSpline.grid, sgpp::datadriven::OperationDensitySamplingLinear.grid, sgpp::datadriven::SystemMatrixLeastSquaresIdentity.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationLinear.grid, sgpp::datadriven::OperationRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationRosenblattTransformationPoly.grid, sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationCovariance.grid, sgpp::datadriven::OperationDensityMargTo1D.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPoly.grid, sgpp::base::OperationArbitraryBoundaryHierarchisation.grid, python.uq.learner.Learner.Learner.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPolyClenshawCurtis.grid, python.uq.dists.SGDEdist.SGDEdist.grid, python.learner.Learner.Learner.grid, sgpp::optimization::IterativeGridGenerator.grid, sgpp::datadriven::AlgorithmAdaBoostBase.grid, sgpp::optimization::OperationMultipleHierarchisationModBspline.grid, sgpp::optimization::OperationMultipleHierarchisationWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationLinear.grid, sgpp::optimization::OperationMultipleHierarchisationModWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationModLinear.grid, sgpp::optimization::OperationMultipleHierarchisationLinearBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWaveletBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationBspline.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineClenshawCurtis.grid, sgpp::base::HierarchisationFundamentalSpline.grid, sgpp::base::DehierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtis.grid, sgpp::base::HierarchisationModFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModFundamentalSpline.grid, sgpp::base::DehierarchisationModFundamentalSpline.grid, sgpp::datadriven::RosenblattTransformation.grid, sgpp::base::OperationQuadratureMC.grid, python.controller.CheckpointController.CheckpointController.grid, sgpp::optimization::InterpolantScalarFunctionGradient.grid, sgpp::optimization::InterpolantScalarFunctionHessian.grid, sgpp::optimization::InterpolantVectorFunctionGradient.grid, sgpp::optimization::InterpolantScalarFunction.grid, sgpp::datadriven::ModelFittingBaseSingleGrid.grid, sgpp::optimization::InterpolantVectorFunction.grid, sgpp::optimization::InterpolantVectorFunctionHessian.grid, sgpp::combigrid::LTwoScalarProductHashMapNakBsplineBoundaryCombigrid.grid, sgpp::base::ImpurityRefinementIndicator.grid, sgpp::quadrature::OperationQuadratureMCAdvanced.grid, sgpp::base::ForwardSelectorRefinementIndicator.grid, sgpp::datadriven::LearnerSGD.grid, sgpp::optimization::HierarchisationSLE.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.grid, sgpp::datadriven::RegressionLearner.grid, sgpp::datadriven::SparseGridDensityEstimator.grid, sgpp::datadriven::LearnerSGDE.grid, and python.tools.Matrix.grid.
Referenced by python.uq.learner.Interpolant.Interpolant.updateResults(), and python.uq.learner.Regressor.Regressor.updateResults().
def python.uq.learner.Interpolant.Interpolant.getErrorPerSample | ( | self, | |
dtype = "train" |
|||
) |
def python.uq.learner.Interpolant.Interpolant.getL1NormError | ( | self, | |
dtype = "train" |
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) |
calculate L2-norm of error @return: last L2-norm of error
References python.uq.learner.Interpolant.Interpolant.testErrors, and python.uq.learner.Interpolant.Interpolant.trainErrors.
def python.uq.learner.Interpolant.Interpolant.getL2NormError | ( | self, | |
dtype = "train" |
|||
) |
calculate L2-norm of error @return: last L2-norm of error
References python.uq.learner.Interpolant.Interpolant.testErrors, and python.uq.learner.Interpolant.Interpolant.trainErrors.
def python.uq.learner.Interpolant.Interpolant.getMaxError | ( | self, | |
dtype = "train" |
|||
) |
calculate max error @return: max error
References python.uq.learner.Interpolant.Interpolant.testErrors, and python.uq.learner.Interpolant.Interpolant.trainErrors.
def python.uq.learner.Interpolant.Interpolant.getMinError | ( | self, | |
dtype = "train" |
|||
) |
calculate min error @return: min error
References python.uq.learner.Interpolant.Interpolant.testErrors, and python.uq.learner.Interpolant.Interpolant.trainErrors.
def python.uq.learner.Interpolant.Interpolant.getMSE | ( | self, | |
dtype = "train" |
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) |
def python.uq.learner.Interpolant.Interpolant.getSize | ( | self, | |
dtype = "train" |
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) |
References python.uq.learner.Interpolant.Interpolant.testErrors, and python.uq.learner.Interpolant.Interpolant.trainErrors.
Referenced by python.uq.uq_setting.UQSetting.UQSetting.convert(), python.uq.uq_setting.UQSetting.UQSetting.getTimeDependentResults(), python.uq.uq_setting.UQSetting.UQSetting.runSamples(), and python.uq.uq_setting.UQSetting.UQSetting.runSamples_withoutDistribution().
def python.uq.learner.Interpolant.Interpolant.learnData | ( | self, | |
dataset = None , |
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args, | |||
kws | |||
) |
References python.uq.manager.ASGCUQManager.ASGCUQManager.dataContainer, python.uq.learner.SimulationLearner.SimulationLearner.dataContainer, python.uq.learner.Learner.Learner.dataContainer, python.learner.Learner.Learner.dataContainer, python.learner.solver.LinearSolver.LinearSolver.notifyEventControllers(), python.uq.learner.Learner.Learner.notifyEventControllers(), and python.learner.Learner.Learner.notifyEventControllers().
Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples().
def python.uq.learner.Interpolant.Interpolant.learnDataWithTest | ( | self, | |
dataset = None , |
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args, | |||
kws | |||
) |
References python.learner.solver.CGSolver.CGSolver.alpha, sgpp::base::SurplusRefinementFunctor.alpha, sgpp::base::SurplusCoarseningFunctor.alpha, sgpp::base::SurplusVolumeCoarseningFunctor.alpha, sgpp::base::SurplusVolumeRefinementFunctor.alpha, python.uq.dists.SGDEdist.SGDEdist.alpha, python.learner.Learner.Learner.alpha, python.uq.learner.Interpolant.Interpolant.alpha, python.uq.manager.ASGCUQManager.ASGCUQManager.dataContainer, python.uq.learner.SimulationLearner.SimulationLearner.dataContainer, python.uq.learner.Learner.Learner.dataContainer, python.learner.Learner.Learner.dataContainer, python.uq.learner.Interpolant.Interpolant.doLearningIteration(), python.learner.Learner.Learner.doLearningIteration(), python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.iteration, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.iteration, python.uq.operations.forcePositivity.searchNextLevel.SearchLevelWiseForCandidates.iteration, python.uq.learner.Learner.Learner.iteration, python.learner.Learner.Learner.iteration, python.uq.operations.forcePositivity.findIntersectionsSubspaceBased.IntersectionSubspaceCandidates.iteration, sgpp::datadriven::OperationMakePositiveCandidateSetAlgorithm.iteration, python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.iteration, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.iteration, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.iteration, python.learner.solver.LinearSolver.LinearSolver.notifyEventControllers(), python.uq.learner.Learner.Learner.notifyEventControllers(), python.learner.Learner.Learner.notifyEventControllers(), python.learner.Classifier.Classifier.updateResults(), python.learner.Regressor.Regressor.updateResults(), python.uq.learner.Interpolant.Interpolant.updateResults(), and python.learner.Learner.Learner.updateResults().
Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.learnData(), and python.uq.learner.Regressor.Regressor.learnDataWithFolding().
def python.uq.learner.Interpolant.Interpolant.updateResults | ( | self, | |
alpha, | |||
trainSubset, | |||
testSubset = None , |
|||
dtype = KnowledgeTypes.SIMPLE |
|||
) |
References python.learner.Classifier.Classifier.evalError(), python.learner.Regressor.Regressor.evalError(), python.uq.learner.Interpolant.Interpolant.evalError(), python.learner.Learner.Learner.evalError(), python.uq.learner.Interpolant.Interpolant.testErrors, and python.uq.learner.Interpolant.Interpolant.trainErrors.
Referenced by python.uq.learner.Regressor.Regressor.learnData(), python.uq.learner.SimulationLearner.SimulationLearner.learnData(), python.uq.learner.SimulationLearner.SimulationLearner.learnDataWithFolding(), python.uq.learner.Interpolant.Interpolant.learnDataWithTest(), and python.uq.learner.SimulationLearner.SimulationLearner.learnDataWithTest().
python.uq.learner.Interpolant.Interpolant.alpha |
python.uq.learner.Interpolant.Interpolant.testErrors |
Referenced by python.uq.learner.Interpolant.Interpolant.getErrorPerSample(), python.uq.learner.Interpolant.Interpolant.getL1NormError(), python.uq.learner.Interpolant.Interpolant.getL2NormError(), python.uq.learner.Interpolant.Interpolant.getMaxError(), python.uq.learner.Interpolant.Interpolant.getMinError(), python.uq.learner.Interpolant.Interpolant.getMSE(), python.uq.learner.Interpolant.Interpolant.getSize(), and python.uq.learner.Interpolant.Interpolant.updateResults().
python.uq.learner.Interpolant.Interpolant.trainErrors |
Referenced by python.uq.learner.Interpolant.Interpolant.getErrorPerSample(), python.uq.learner.Interpolant.Interpolant.getL1NormError(), python.uq.learner.Interpolant.Interpolant.getL2NormError(), python.uq.learner.Interpolant.Interpolant.getMaxError(), python.uq.learner.Interpolant.Interpolant.getMinError(), python.uq.learner.Interpolant.Interpolant.getMSE(), python.uq.learner.Interpolant.Interpolant.getSize(), and python.uq.learner.Interpolant.Interpolant.updateResults().