python.uq.dists.J.J Class Reference

Inheritance diagram for python.uq.dists.J.J:

Public Member Functions
def	__getitem__ (self, index)
def	__init__ (self, dists)
def	__str__ (self)
def	cdf (self, p)
def	discretize (self, level=5, args, kws)
def	fromJson (cls, jsonObject)
def	getBounds (self)
def	getDim (self)
def	getDistributions (self)
def	getTupleIndices (self)
def	mean (self)
def	pdf (self, p, marginal=False)
def	ppf (self, p)
def	rvs (self, n=1)
def	std (self)
def	toJson (self)
def	var (self)

Public Attributes
	error
	sgdeDist

Detailed Description

Models the multivariate distribution of independent variables

Constructor & Destructor Documentation

__init__()

def python.uq.dists.J.J.__init__	(		self,
			dists
	)

References python.uq.dists.Corr.Corr.__dim, python.uq.dists.J.J.__dim, python.uq.dists.DataDist.DataDist.__dim, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__dim, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__dim, python.uq.dists.Corr.Corr.__dists, python.uq.dists.J.J.__dists, python.uq.dists.J.J.__ixs, and python.uq.dists.J.J.__n.

Member Function Documentation

__getitem__()

def python.uq.dists.J.J.__getitem__	(		self,
			index
	)

References python.uq.dists.Corr.Corr.__dists, and python.uq.dists.J.J.__dists.

__str__()

def python.uq.dists.J.J.__str__

(

self

)

References python.uq.dists.Corr.Corr.__dists, and python.uq.dists.J.J.__dists.

cdf()

def python.uq.dists.J.J.cdf	(		self,
			p
	)

References python.uq.dists.Corr.Corr.__dists, python.uq.dists.J.J.__dists, python.uq.dists.J.J.__ixs, and python.uq.dists.J.J.__n.

discretize()

def python.uq.dists.J.J.discretize	(		self,
			level = 5,
			args,
			kws
	)

discretize the pdf of the current distribution
using a sparse grid interpolant

References python.uq.operations.discretization.discretizeFunction(), python.learner.Regressor.Regressor.error, python.uq.dists.J.J.error, python.statsfileInfo.f, python.uq.dists.CorrBeta.CorrBeta.getBounds(), sgpp::combigrid::AbstractLinearEvaluator< V >.getBounds(), python.uq.dists.Corr.Corr.getBounds(), python.uq.dists.Beta.Beta.getBounds(), python.uq.dists.EstimatedDist.EstimatedDist.getBounds(), python.uq.dists.Dist.Dist.getBounds(), python.uq.dists.DataDist.DataDist.getBounds(), python.uq.dists.J.J.getBounds(), sgpp::combigrid::BSplineScalarProductEvaluator.getBounds(), python.uq.dists.CorrBeta.CorrBeta.pdf(), python.uq.dists.Dist.Dist.pdf(), python.uq.dists.Corr.Corr.pdf(), python.uq.dists.Beta.Beta.pdf(), python.uq.dists.J.J.pdf(), python.uq.dists.DataDist.DataDist.pdf(), sgpp::combigrid::ProbabilityDensityFunction1D.pdf(), sgpp::combigrid::OrthogonalPolynomialBasis1D.pdf(), and python.uq.dists.J.J.sgdeDist.

fromJson()

def python.uq.dists.J.J.fromJson	(		cls,
			jsonObject
	)

Restores the J object from the json object with its
attributes.
@param jsonObject: json object
@return: the restored J object

Referenced by python.uq.sampler.asgc.ASGCSampler.ASGCSampler.setMemento(), python.uq.learner.Learner.Learner.setMemento(), and python.uq.uq_setting.UQSetting.UQSetting.setMemento().

getBounds()

def python.uq.dists.J.J.getBounds

(

self

)

References python.uq.dists.Corr.Corr.__dim, python.uq.dists.J.J.__dim, python.uq.dists.DataDist.DataDist.__dim, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__dim, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__dim, python.uq.dists.Corr.Corr.__dists, python.uq.dists.J.J.__dists, and python.uq.dists.J.J.__ixs.

Referenced by python.uq.dists.J.J.discretize().

getDim()

def python.uq.dists.J.J.getDim

(

self

)

References python.uq.dists.Corr.Corr.__dim, python.uq.dists.J.J.__dim, python.uq.dists.DataDist.DataDist.__dim, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__dim, and python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__dim.

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.uq.parameters.ParameterSet.ParameterSet.extractActiveSubset(), python.uq.dists.KDEDist.KDEDist.getBandwidths(), and python.uq.uq_setting.UQSetting.UQSetting.getDim().

getDistributions()

def python.uq.dists.J.J.getDistributions

(

self

)

References python.uq.dists.Corr.Corr.__dists, and python.uq.dists.J.J.__dists.

Referenced by python.uq.parameters.ParameterSet.ParameterSet.getIndependentJointDistribution().

getTupleIndices()

def python.uq.dists.J.J.getTupleIndices

(

self

)

References python.uq.dists.J.J.__ixs.

mean()

def python.uq.dists.J.J.mean

(

self

)

References python.uq.dists.Corr.Corr.__dists, and python.uq.dists.J.J.__dists.

Referenced by python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), python.uq.dists.LibAGFDist.LibAGFDist.var(), and python.uq.dists.SGDEdist.SGDEdist.var().

pdf()

def python.uq.dists.J.J.pdf	(		self,
			p,
			marginal = False
	)

References python.uq.dists.Corr.Corr.__dists, python.uq.dists.J.J.__dists, python.uq.dists.J.J.__ixs, and python.uq.dists.J.J.__n.

Referenced by python.uq.dists.J.J.discretize().

ppf()

def python.uq.dists.J.J.ppf	(		self,
			p
	)

References python.uq.dists.Corr.Corr.__dists, python.uq.dists.J.J.__dists, python.uq.dists.J.J.__ixs, and python.uq.dists.J.J.__n.

Referenced by python.uq.dists.EstimatedDist.EstimatedDist.rvs(), python.uq.dists.KDEDist.KDEDist.rvs(), python.uq.dists.NatafDist.NatafDist.rvs(), and python.uq.dists.SGDEdist.SGDEdist.rvs().

rvs()

def python.uq.dists.J.J.rvs	(		self,
			n = 1
	)

References python.uq.dists.Corr.Corr.__dim, python.uq.dists.J.J.__dim, python.uq.dists.DataDist.DataDist.__dim, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__dim, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__dim, python.uq.dists.Corr.Corr.__dists, python.uq.dists.J.J.__dists, and python.uq.dists.J.J.__ixs.

std()

def python.uq.dists.J.J.std

(

self

)

References python.uq.dists.Beta.Beta.var(), python.uq.dists.Dist.Dist.var(), sgpp::combigrid::BsplineStochasticCollocation.var, sgpp::combigrid::PolynomialStochasticCollocation.var, python.uq.dists.DataDist.DataDist.var(), python.uq.dists.J.J.var(), and python.uq.analysis.Analysis.Analysis.var().

toJson()

def python.uq.dists.J.J.toJson

(

self

)

Returns a string that represents the object

References sgpp::combigrid.join().

Referenced by python.uq.sampler.asgc.ASGCSampler.ASGCSampler.__str__(), python.uq.uq_setting.UQSetting.UQSetting.__str__(), python.uq.sampler.asgc.ASGCSampler.ASGCSampler.createMemento(), and python.uq.uq_setting.UQSetting.UQSetting.createMemento().

var()

def python.uq.dists.J.J.var

(

self

)

References python.uq.dists.Corr.Corr.__dists, and python.uq.dists.J.J.__dists.

Referenced by python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), and python.uq.dists.J.J.std().

Member Data Documentation

error

python.uq.dists.J.J.error

Referenced by python.uq.dists.J.J.discretize(), python.uq.learner.Regressor.Regressor.evalError(), python.uq.learner.Regressor.Regressor.getL2NormError(), python.uq.learner.Regressor.Regressor.getMaxError(), and python.uq.learner.Regressor.Regressor.getMinError().

sgdeDist

python.uq.dists.J.J.sgdeDist

Referenced by python.uq.dists.J.J.discretize().

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

• datadriven/python/uq/dists/J.py