python.uq.uq_setting.UQSettingManager.Sampler Class Reference

Inheritance diagram for python.uq.uq_setting.UQSettingManager.Sampler:

Public Member Functions
	__init__ (self, parameterset, generator=pysgpp.NaiveSampleGenerator)
	expandSample (self, unitsample)
	reset (self)
	transform (self, fullunitsample)
	unitSample (self)

Public Attributes
	gen
	gengen
	k
	n
	name
	params
	relevant

Constructor & Destructor Documentation

__init__()

python.uq.uq_setting.UQSettingManager.Sampler.__init__	(		self,
			parameterset,
			generator = pysgpp.NaiveSampleGenerator
	)

Member Function Documentation

expandSample()

python.uq.uq_setting.UQSettingManager.Sampler.expandSample	(		self,
			unitsample
	)

References sgpp::base::ComponentScalarFunction.k, sgpp::base::ComponentScalarFunctionGradient.k, sgpp::base::ComponentScalarFunctionHessian.k, python.uq.uq_setting.UQSettingManager.Sampler.k, sgpp::datadriven::DensityOCLMultiPlatform::KernelCreateGraph< T >.k, sgpp::datadriven::clusteringmpi::MPIWorkerGraphBase.k, sgpp::datadriven::DensityOCLMultiPlatform::KernelPruneGraph< T >.k, sgpp::datadriven::OperationRegularizationDiagonal.k, python.uq.uq_setting.UQSettingManager.Sampler.n, and python.uq.uq_setting.UQSettingManager.Sampler.relevant.

reset()

python.uq.uq_setting.UQSettingManager.Sampler.reset

(

self

)

References sgpp::base::Distribution.gen, python.uq.uq_setting.UQSettingManager.UQSettingManager.gen, python.uq.uq_setting.UQSettingManager.Sampler.gen, sgpp::quadrature::Random.gen, python.uq.uq_setting.UQSettingManager.Sampler.gengen, sgpp::base::ComponentScalarFunction.k, sgpp::base::ComponentScalarFunctionGradient.k, sgpp::base::ComponentScalarFunctionHessian.k, python.uq.uq_setting.UQSettingManager.Sampler.k, sgpp::datadriven::DensityOCLMultiPlatform::KernelCreateGraph< T >.k, sgpp::datadriven::clusteringmpi::MPIWorkerGraphBase.k, sgpp::datadriven::DensityOCLMultiPlatform::KernelPruneGraph< T >.k, and sgpp::datadriven::OperationRegularizationDiagonal.k.

transform()

python.uq.uq_setting.UQSettingManager.Sampler.transform	(		self,
			fullunitsample
	)

References python.uq.uq_setting.UQSettingManager.Sampler.n, python.uq.dists.NatafDist.NatafDist.params, python.uq.models.Model.Model.params, python.uq.uq_setting.UQSettingManager.UQSettingManager.params, and python.uq.uq_setting.UQSettingManager.Sampler.params.

unitSample()

python.uq.uq_setting.UQSettingManager.Sampler.unitSample

(

self

)

References sgpp::base::Distribution.gen, python.uq.uq_setting.UQSettingManager.UQSettingManager.gen, python.uq.uq_setting.UQSettingManager.Sampler.gen, sgpp::quadrature::Random.gen, sgpp::base::ComponentScalarFunction.k, sgpp::base::ComponentScalarFunctionGradient.k, sgpp::base::ComponentScalarFunctionHessian.k, python.uq.uq_setting.UQSettingManager.Sampler.k, sgpp::datadriven::DensityOCLMultiPlatform::KernelCreateGraph< T >.k, sgpp::datadriven::clusteringmpi::MPIWorkerGraphBase.k, sgpp::datadriven::DensityOCLMultiPlatform::KernelPruneGraph< T >.k, and sgpp::datadriven::OperationRegularizationDiagonal.k.

Member Data Documentation

gen

python.uq.uq_setting.UQSettingManager.Sampler.gen

Referenced by python.uq.uq_setting.UQSettingManager.UQSettingManager.do_sampleList(), python.uq.uq_setting.UQSettingManager.Sampler.reset(), python.uq.uq_setting.UQSettingManager.UQSettingManager.run_distinct_paths(), python.uq.uq_setting.UQSettingManager.UQSettingManager.run_sensitivity(), and python.uq.uq_setting.UQSettingManager.Sampler.unitSample().

gengen

python.uq.uq_setting.UQSettingManager.Sampler.gengen

Referenced by python.uq.uq_setting.UQSettingManager.Sampler.reset().

k

python.uq.uq_setting.UQSettingManager.Sampler.k

Referenced by python.uq.uq_setting.UQSettingManager.Sampler.expandSample(), python.uq.uq_setting.UQSettingManager.Sampler.reset(), and python.uq.uq_setting.UQSettingManager.Sampler.unitSample().

n

python.uq.uq_setting.UQSettingManager.Sampler.n

Referenced by python.uq.uq_setting.UQSettingManager.Sampler.expandSample(), and python.uq.uq_setting.UQSettingManager.Sampler.transform().

name

python.uq.uq_setting.UQSettingManager.Sampler.name

Referenced by python.data.DataContainer.DataContainer.__contains__(), python.data.DataContainer.DataContainer.__getitem__(), python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.__next__(), python.data.DataContainer.DataContainer.combine(), python.data.DataContainer.DataContainer.getDim(), python.data.DataContainer.DataContainer.getName(), python.data.DataContainer.DataContainer.getPoints(), python.data.DataContainer.DataContainer.getPointstoValuesMap(), python.data.DataContainer.DataContainer.getSize(), python.data.DataContainer.DataContainer.getSpecifiction(), and python.data.DataContainer.DataContainer.getValues().

params

python.uq.uq_setting.UQSettingManager.Sampler.params

Referenced by python.uq.dists.NatafDist.NatafDist.marginalizeToDimX(), and python.uq.uq_setting.UQSettingManager.Sampler.transform().

relevant

python.uq.uq_setting.UQSettingManager.Sampler.relevant

Referenced by python.uq.uq_setting.UQSettingManager.Sampler.expandSample().

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

• datadriven/python/uq/uq_setting/UQSettingManager.py