SG++-Doxygen-Documentation
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

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.withStratifiedSampleGenerator (   cls,
  params,
  strataPerDimension 
)

Member Data Documentation

python.uq.sampler.MCSampler.MCSampler.samples

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