SG++
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 withScrambledSobolSampleGenerator (cls, params)
 
def withSobolSampleGenerator (cls, params)
 
def withStratifiedSampleGenerator (cls, params, strataPerDimension)
 

Public Attributes

 samples
 

Constructor & Destructor Documentation

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

Member Function Documentation

def python.uq.sampler.MCSampler.MCSampler.hasMoreSamples (   self)
def python.uq.sampler.MCSampler.MCSampler.learnData (   self,
  args,
  kws 
)
def python.uq.sampler.MCSampler.MCSampler.nextSamples (   self,
  n = 1 
)

References python.uq.sampler.MCSampler.MCSampler.__genCls, 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.

def python.uq.sampler.MCSampler.MCSampler.withHaltonSampleGenerator (   cls,
  params 
)
def python.uq.sampler.MCSampler.MCSampler.withLatinHypercubeSampleGenerator (   cls,
  params,
  nSamples 
)
def python.uq.sampler.MCSampler.MCSampler.withNaiveSampleGenerator (   cls,
  params 
)
def python.uq.sampler.MCSampler.MCSampler.withNumpySampleGenerator (   cls,
  params 
)
def python.uq.sampler.MCSampler.MCSampler.withScrambledSobolSampleGenerator (   cls,
  params 
)
def python.uq.sampler.MCSampler.MCSampler.withSobolSampleGenerator (   cls,
  params 
)
def python.uq.sampler.MCSampler.MCSampler.withStratifiedSampleGenerator (   cls,
  params,
  strataPerDimension 
)

Member Data Documentation

python.uq.sampler.MCSampler.MCSampler.samples

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