python.uq.sampler.Sample.Samples Class Reference

Inheritance diagram for python.uq.sampler.Sample.Samples:

Public Member Functions
	__getitem__ (self, i)
	__init__ (self, params, dtype=DistributionType.UNITUNIFORM)
	__iter__ (self)
	__len__ (self)
	__str__ (self)
	add (self, p, dtype=SampleType.ACTIVEUNIT)
	addSample (self, sample)
	array (self)
	combine (self, samples)
	getDim (self, *args, **kws)
	ndarray (self)
	removeSample (self, sample)
	removeSet (self, samples)
	selectActiveElements (self)
	selectProbabilisticSpace (self)
	selectUncertainElements (self)
	selectUnitSpace (self)

Protected Attributes
	_dim
	_dtype
	_isActive
	_isUnit
	_params
	_samples

Constructor & Destructor Documentation

__init__()

python.uq.sampler.Sample.Samples.__init__	(		self,
			params,
			dtype = DistributionType.UNITUNIFORM
	)

Member Function Documentation

__getitem__()

python.uq.sampler.Sample.Samples.__getitem__	(		self,
			i
	)

References python.uq.refinement.RefinementStrategy.Ranking._dtype, python.uq.refinement.RefinementStrategy.SquaredSurplusRanking._dtype, python.uq.refinement.RefinementStrategy.AnchoredMeanSquaredOptRanking._dtype, python.uq.refinement.RefinementStrategy.SquaredSurplusBFRanking._dtype, python.uq.sampler.Sample.Samples._dtype, python.uq.sampler.Sample.Samples._isActive, python.uq.sampler.Sample.Samples._isUnit, python.uq.parameters.ParameterBuilder.GeneralParameterBuilder._params, python.uq.sampler.Sample.Samples._params, python.uq.sampler.Sampler.Sampler._params, and python.uq.sampler.Sample.Samples._samples.

__iter__()

python.uq.sampler.Sample.Samples.__iter__

(

self

)

References python.uq.sampler.Sample.Samples._samples.

__len__()

python.uq.sampler.Sample.Samples.__len__

(

self

)

References python.uq.sampler.Sample.Samples._samples.

__str__()

python.uq.sampler.Sample.Samples.__str__

(

self

)

References sgpp::base::GridDataBase._dim, python.uq.sampler.Sample.Samples._dim, python.uq.sampler.Sampler.Sampler._dim, and python.uq.sampler.Sample.Samples._samples.

add()

python.uq.sampler.Sample.Samples.add	(		self,
			p,
			dtype = SampleType.ACTIVEUNIT
	)

References python.uq.parameters.ParameterBuilder.GeneralParameterBuilder._params, python.uq.sampler.Sample.Samples._params, python.uq.sampler.Sampler.Sampler._params, and python.uq.sampler.Sample.Samples.addSample().

addSample()

python.uq.sampler.Sample.Samples.addSample	(		self,
			sample
	)

References python.uq.sampler.Sample.Samples._samples.

Referenced by python.uq.sampler.Sample.Samples.add(), and python.uq.sampler.Sample.Samples.combine().

array()

python.uq.sampler.Sample.Samples.array

(

self

)

References python.uq.sampler.Sample.Samples._samples.

combine()

python.uq.sampler.Sample.Samples.combine	(		self,
			samples
	)

References python.uq.sampler.Sample.Samples.addSample().

getDim()

python.uq.sampler.Sample.Samples.getDim	(		self,
		*	args,
		**	kws
	)

References python.uq.sampler.Sample.Samples._samples, and python.uq.sampler.Sample.Samples.getDim().

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.uq.dists.Dist.Dist.cov(), python.uq.parameters.ParameterSet.ParameterSet.extractActiveSubset(), python.uq.dists.KDEDist.KDEDist.getBandwidths(), python.uq.dists.EstimatedDist.EstimatedDist.getBounds(), python.uq.uq_setting.UQSetting.UQSetting.getDim(), and python.uq.sampler.Sample.Samples.getDim().

ndarray()

python.uq.sampler.Sample.Samples.ndarray

(

self

)

removeSample()

python.uq.sampler.Sample.Samples.removeSample	(		self,
			sample
	)

References python.uq.sampler.Sample.Samples._samples.

Referenced by python.uq.sampler.Sample.Samples.removeSet().

removeSet()

python.uq.sampler.Sample.Samples.removeSet	(		self,
			samples
	)

References python.uq.sampler.Sample.Samples.removeSample().

selectActiveElements()

python.uq.sampler.Sample.Samples.selectActiveElements

(

self

)

References python.uq.sampler.Sample.Samples._isActive.

selectProbabilisticSpace()

python.uq.sampler.Sample.Samples.selectProbabilisticSpace

(

self

)

References python.uq.sampler.Sample.Samples._isUnit.

selectUncertainElements()

python.uq.sampler.Sample.Samples.selectUncertainElements

(

self

)

References python.uq.sampler.Sample.Samples._isActive.

selectUnitSpace()

python.uq.sampler.Sample.Samples.selectUnitSpace

(

self

)

References python.uq.sampler.Sample.Samples._isUnit.

Member Data Documentation

_dim

python.uq.sampler.Sample.Samples._dim

protected

Referenced by python.uq.sampler.Sample.Samples.__str__(), python.uq.sampler.MCSampler.MCSampler.nextSamples(), and python.uq.sampler.Sampler.Sampler.setParameters().

_dtype

python.uq.sampler.Sample.Samples._dtype

protected

Referenced by python.uq.sampler.Sample.Samples.__getitem__(), and python.uq.refinement.RefinementStrategy.Ranking.getKnowledgeType().

_isActive

python.uq.sampler.Sample.Samples._isActive

protected

Referenced by python.uq.sampler.Sample.Samples.__getitem__(), python.uq.sampler.Sample.Samples.selectActiveElements(), and python.uq.sampler.Sample.Samples.selectUncertainElements().

_isUnit

python.uq.sampler.Sample.Samples._isUnit

protected

Referenced by python.uq.sampler.Sample.Samples.__getitem__(), python.uq.sampler.Sample.Samples.selectProbabilisticSpace(), and python.uq.sampler.Sample.Samples.selectUnitSpace().

_params

python.uq.sampler.Sample.Samples._params

protected

Referenced by python.uq.sampler.Sample.Samples.__getitem__(), python.uq.sampler.Sample.Samples.add(), python.uq.parameters.ParameterBuilder.GeneralParameterBuilder.andGetResult(), python.uq.parameters.ParameterBuilder.GeneralParameterBuilder.getDescriptor(), python.uq.parameters.ParameterBuilder.GeneralParameterBuilder.new(), python.uq.sampler.MCSampler.MCSampler.nextSamples(), and python.uq.sampler.Sampler.Sampler.setParameters().

_samples

python.uq.sampler.Sample.Samples._samples

protected

Referenced by python.uq.sampler.Sample.Samples.__getitem__(), python.uq.sampler.Sample.Samples.__iter__(), python.uq.sampler.Sample.Samples.__len__(), python.uq.sampler.Sample.Samples.__str__(), python.uq.sampler.Sample.Samples.addSample(), python.uq.sampler.Sample.Samples.array(), python.uq.sampler.Sample.Samples.getDim(), and python.uq.sampler.Sample.Samples.removeSample().

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

• datadriven/python/uq/sampler/Sample.py