python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm Class Reference

Inheritance diagram for python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm:

Public Member Functions
def	__init__ (self, trainSamples)
def	computeHierarchicalCoefficients (self, grid, alpha, addedGridPoints=None)

Public Attributes
	lmbd
	regularizationType
	trainSamples

Constructor & Destructor Documentation

__init__()

def python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm.__init__	(		self,
			trainSamples
	)

Member Function Documentation

computeHierarchicalCoefficients()

def python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm.computeHierarchicalCoefficients	(		self,
			grid,
			alpha,
			addedGridPoints = None
	)

References python.uq.operations.sparse_grid.dehierarchize(), python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm.trainSamples, and python.tools.writeGrid().

Member Data Documentation

lmbd

python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm.lmbd

regularizationType

python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm.regularizationType

trainSamples

python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm.trainSamples

Referenced by python.uq.operations.forcePositivity.estimateDensity.EstimateDensityAlgorithm.computeHierarchicalCoefficients().

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

• datadriven/python/uq/operations/forcePositivity/estimateDensity.py