python.uq.analysis.KnowledgeTypes.KnowledgeTypes Class Reference

Inheritance diagram for python.uq.analysis.KnowledgeTypes.KnowledgeTypes:

Public Member Functions
def	getFunctionToApproximate (cls, dtype, U)
def	toString (cls, item)
def	transformData (cls, data, U, dtype)
def	xrange (cls)

Static Public Attributes
int	EXPECTATIONVALUE = 2
int	SIMPLE = 0
int	SQUARED = 1
int	VARIANCE = 3

Member Function Documentation

getFunctionToApproximate()

def python.uq.analysis.KnowledgeTypes.KnowledgeTypes.getFunctionToApproximate	(		cls,
			dtype,
			U
	)

References python.statsfileInfo.f.

Referenced by python.uq.analysis.KnowledgeTypes.KnowledgeTypes.transformData().

toString()

def python.uq.analysis.KnowledgeTypes.KnowledgeTypes.toString	(		cls,
			item
	)

Referenced by python.uq.learner.Learner.Learner.createMemento().

transformData()

def python.uq.analysis.KnowledgeTypes.KnowledgeTypes.transformData	(		cls,
			data,
			U,
			dtype
	)

Transform the given data set with respect to the
specified dtype.
@param data: dictionary {<time step>: {<parameter>: 1d numpy array}}
@param U: Dist, distribution
@param dtype: KnowledgeType

References python.statsfileInfo.f, and python.uq.analysis.KnowledgeTypes.KnowledgeTypes.getFunctionToApproximate().

xrange()

def python.uq.analysis.KnowledgeTypes.KnowledgeTypes.xrange

(

cls

)

Member Data Documentation

EXPECTATIONVALUE

int python.uq.analysis.KnowledgeTypes.KnowledgeTypes.EXPECTATIONVALUE = 2

static

SIMPLE

int python.uq.analysis.KnowledgeTypes.KnowledgeTypes.SIMPLE = 0

static

SQUARED

int python.uq.analysis.KnowledgeTypes.KnowledgeTypes.SQUARED = 1

static

VARIANCE

int python.uq.analysis.KnowledgeTypes.KnowledgeTypes.VARIANCE = 3

static

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

• datadriven/python/uq/analysis/KnowledgeTypes.py