python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder Class Reference

Inheritance diagram for python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder:

Public Member Functions
def	__init__ (self, asgcUQManager)
def	andGetResult (self)
def	withGrid (self)
def	withRefinement (self)
def	withStopPolicy (self)

Constructor & Destructor Documentation

__init__()

def python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__init__	(		self,
			asgcUQManager
	)

Default constructor

References python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__asgcUQManager, python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__gridDescriptor, python.learner.LearnerBuilder.LearnerBuilder.__gridDescriptor, python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__refinementManagerBuilder, python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__stopPolicyDescriptor, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor.__stopPolicyDescriptor, and python.learner.LearnerBuilder.LearnerBuilder.__stopPolicyDescriptor.

Member Function Documentation

andGetResult()

def python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.andGetResult

(

self

)

Returns the adaptive sparse grid collocation object that is
currently being constructed

References python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__asgcUQManager, python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__collectGrid(), python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__collectGrid(), python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__collectStopPolicy(), python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__initRefinement(), and python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__initRefinement().

withGrid()

def python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.withGrid

(

self

)

References python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__gridDescriptor, and python.learner.LearnerBuilder.LearnerBuilder.__gridDescriptor.

withRefinement()

def python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.withRefinement

(

self

)

Define if spatially adaptive refinement should be done and how...

References python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__refinementManagerBuilder.

withStopPolicy()

def python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.withStopPolicy

(

self

)

References python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__asgcUQManager, python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__gridDescriptor, python.learner.LearnerBuilder.LearnerBuilder.__gridDescriptor, python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__refinementManagerBuilder, python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__stopPolicyDescriptor, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor.__stopPolicyDescriptor, python.learner.LearnerBuilder.LearnerBuilder.__stopPolicyDescriptor, and python.uq.operations.sparse_grid.createGrid().

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

• datadriven/python/uq/sampler/asgc/ASGCSamplerBuilder.py