python.uq.dists.Uniform.Uniform Class Reference

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

Public Member Functions
def	__init__ (self, a, b)
def	__str__ (self)
def	cdf (self, x)
def	fromJson (cls, jsonObject)
def	getBounds (self)
def	getDim (self)
def	mean (self)
def	pdf (self, x)
def	ppf (self, x)
def	rvs (self, n=1)
def	std (self)
def	toJson (self)
def	var (self)

Detailed Description

Represents a uniform distribution

Constructor & Destructor Documentation

__init__()

def python.uq.dists.Uniform.Uniform.__init__	(		self,
			a,
			b
	)

Constructor
@param a: lower interval threshold
@param b: upper interval threshold

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.Uniform.Uniform.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.Uniform.Uniform.__b, python.uq.dists.MultivariateNormal.MultivariateNormal.__b, python.uq.dists.TNormal.TNormal.__b, python.uq.dists.Normal.Normal.__b, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, and python.uq.dists.TNormal.TNormal._dist.

Member Function Documentation

__str__()

def python.uq.dists.Uniform.Uniform.__str__

(

self

)

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.Uniform.Uniform.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.Uniform.Uniform.__b, python.uq.dists.MultivariateNormal.MultivariateNormal.__b, python.uq.dists.TNormal.TNormal.__b, and python.uq.dists.Normal.Normal.__b.

cdf()

def python.uq.dists.Uniform.Uniform.cdf	(		self,
			x
	)

References python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, and python.uq.dists.TNormal.TNormal._dist.

fromJson()

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

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

(

self

)

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.Uniform.Uniform.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.Uniform.Uniform.__b, python.uq.dists.MultivariateNormal.MultivariateNormal.__b, python.uq.dists.TNormal.TNormal.__b, and python.uq.dists.Normal.Normal.__b.

getDim()

def python.uq.dists.Uniform.Uniform.getDim

(

self

)

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().

mean()

def python.uq.dists.Uniform.Uniform.mean

(

self

)

References python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, and python.uq.dists.TNormal.TNormal._dist.

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

pdf()

def python.uq.dists.Uniform.Uniform.pdf	(		self,
			x
	)

References python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, and python.uq.dists.TNormal.TNormal._dist.

ppf()

def python.uq.dists.Uniform.Uniform.ppf	(		self,
			x
	)

References python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, and python.uq.dists.TNormal.TNormal._dist.

Referenced by python.uq.dists.EstimatedDist.EstimatedDist.rvs().

rvs()

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

References python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, and python.uq.dists.TNormal.TNormal._dist.

std()

def python.uq.dists.Uniform.Uniform.std

(

self

)

References python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, and python.uq.dists.TNormal.TNormal._dist.

toJson()

def python.uq.dists.Uniform.Uniform.toJson

(

self

)

Returns a string that represents the object

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.Uniform.Uniform.var

(

self

)

References python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.dists.Normal.Normal._dist, and python.uq.dists.TNormal.TNormal._dist.

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

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

• datadriven/python/uq/dists/Uniform.py