python.uq.sampler.MCSampler.MCSampler Class Reference

Inheritance diagram for python.uq.sampler.MCSampler.MCSampler:

Public Member Functions
def	__init__ (self, params=None, samples=None, generator=NaiveSampleGenerator, args, kws)
def	hasMoreSamples (self)
def	learnData (self, args, kws)
def	nextSamples (self, n=1)
def	withHaltonSampleGenerator (cls, params)
def	withLatinHypercubeSampleGenerator (cls, params, nSamples)
def	withNaiveSampleGenerator (cls, params)
def	withNumpySampleGenerator (cls, params)
def	withStratifiedSampleGenerator (cls, params, strataPerDimension)

Public Attributes
	samples

Constructor & Destructor Documentation

__init__()

def python.uq.sampler.MCSampler.MCSampler.__init__	(		self,
			params = None,
			samples = None,
			generator = NaiveSampleGenerator,
			args,
			kws
	)

Member Function Documentation

hasMoreSamples()

def python.uq.sampler.MCSampler.MCSampler.hasMoreSamples

(

self

)

learnData()

def python.uq.sampler.MCSampler.MCSampler.learnData	(		self,
			args,
			kws
	)

nextSamples()

def python.uq.sampler.MCSampler.MCSampler.nextSamples	(		self,
			n = 1
	)

References python.uq.sampler.MCSampler.MCSampler.__genCls, python.uq.sampler.MCSampler.MCSampler.__genObj, python.uq.sampler.Sampler.Sampler._dim, sgpp::base::GridDataBase._dim, python.uq.sampler.Sample.Samples._dim, python.uq.sampler.Sampler.Sampler._params, python.uq.sampler.Sample.Samples._params, and python.uq.parameters.ParameterBuilder.GeneralParameterBuilder._params.

withHaltonSampleGenerator()

def python.uq.sampler.MCSampler.MCSampler.withHaltonSampleGenerator	(		cls,
			params
	)

withLatinHypercubeSampleGenerator()

def python.uq.sampler.MCSampler.MCSampler.withLatinHypercubeSampleGenerator	(		cls,
			params,
			nSamples
	)

withNaiveSampleGenerator()

def python.uq.sampler.MCSampler.MCSampler.withNaiveSampleGenerator	(		cls,
			params
	)

withNumpySampleGenerator()

def python.uq.sampler.MCSampler.MCSampler.withNumpySampleGenerator	(		cls,
			params
	)

withStratifiedSampleGenerator()

def python.uq.sampler.MCSampler.MCSampler.withStratifiedSampleGenerator	(		cls,
			params,
			strataPerDimension
	)

Member Data Documentation

samples

python.uq.sampler.MCSampler.MCSampler.samples

Referenced by python.uq.sampler.Sample.SamplesIterator.__next__().

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

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