python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder Class Reference

Inheritance diagram for python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder:

Public Member Functions
	__init__ (self)
	andGetResult (self)
	getSimulationLearner (self)
	withGrid (self)
	withKnowledge (self, filename)
	withSpecification (self)
	withTestingDataFromUQSettingFile (self, filename)

Protected Attributes
	_gridDescriptor
	_learner
	_simlearner
	_simspecificationDescriptor

Constructor & Destructor Documentation

__init__()

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__init__

(

self

)

Default constructor

References python.controller.InfoToScreenRegressor.InfoToScreenRegressor.__class__, python.uq.estimators.AnalyticEstimationStrategy.AnalyticEstimationStrategy.__class__, python.uq.estimators.MarginalAnalyticEstimationStrategy.MarginalAnalyticEstimationStrategy.__class__, python.uq.estimators.MarginalIntegralStrategy.MarginalIntegralStrategy.__class__, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__class__, python.uq.learner.Regressor.Regressor.__class__, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__class__, python.uq.quadrature.bilinearform.DiscreteBilinearScipyQuadratureStrategy.DiscreteBilinearScipyQuadratureStrategy.__class__, python.uq.quadrature.bilinearform.PiecewiseConstantQuadratureStrategy.PiecewiseConstantQuadratureStrategy.__class__, python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy.__class__, python.uq.quadrature.bilinearform.UniformQuadratureStrategy.UniformQuadratureStrategy.__class__, python.uq.refinement.RefinementStrategy.AnchoredWeightedL2OptRanking.__class__, python.uq.refinement.RefinementStrategy.WeightedL2OptRanking.__class__, python.uq.refinement.RefinementStrategy.AnchoredExpectationValueOptRanking.__class__, python.uq.refinement.RefinementStrategy.ExpectationValueOptRanking.__class__, python.uq.refinement.RefinementStrategy.VarianceOptRanking.__class__, python.uq.refinement.RefinementStrategy.AnchoredVarianceOptRanking.__class__, python.uq.refinement.RefinementStrategy.MeanSquaredOptRanking.__class__, python.uq.refinement.RefinementStrategy.AnchoredMeanSquaredOptRanking.__class__, python.uq.refinement.RefinementStrategy.SquaredSurplusBFRanking.__class__, python.uq.refinement.RefinementStrategy.WeightedL2BFRanking.__class__, python.uq.refinement.RefinementStrategy.VarianceBFRanking.__class__, python.uq.refinement.RefinementStrategy.ExpectationValueBFRanking.__class__, python.uq.refinement.RefinementStrategy.LinearSurplusEstimationRanking.__class__, python.uq.refinement.RefinementStrategy.PredictiveRanking.__class__, python.uq.sampler.asgc.ASGCSampler.ASGCSampler.__class__, python.uq.sampler.MCSampler.MCSampler.__class__, and python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__init__().

Referenced by python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__init__().

Member Function Documentation

andGetResult()

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.andGetResult

(

self

)

Returns the simulation learner object that is
currently being constructed

References python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__collectGrid(), python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__collectGrid(), python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__collectLearner(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.__collectLearner(), python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__initRefinement(), python.uq.sampler.asgc.ASGCSamplerBuilder.ASGCSamplerBuilder.__initRefinement(), and python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._simlearner.

getSimulationLearner()

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.getSimulationLearner

(

self

)

References python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._simlearner.

withGrid()

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withGrid

(

self

)

References python.uq.learner.builder.LearnerBuilder.LearnerBuilder._gridDescriptor, python.uq.learner.builder.RegressorSpecificationDescriptor.RegressorSpecificationDescriptor._gridDescriptor, and python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._gridDescriptor.

withKnowledge()

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withKnowledge	(		self,
			filename
	)

References python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._simlearner, and python.uq.learner.builder.LearnerBuilder.LearnerBuilder._specificationDescriptor.

withSpecification()

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withSpecification

(

self

)

References python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._simspecificationDescriptor.

withTestingDataFromUQSettingFile()

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withTestingDataFromUQSettingFile	(		self,
			filename
	)

Use this file as testing data set

WARNING: this functionality is not tested

@param filename: string file name

References python.uq.learner.builder.LearnerBuilder.LearnerBuilder._learner, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._learner, and python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._simlearner.

Member Data Documentation

_gridDescriptor

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._gridDescriptor

protected

Referenced by python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withGrid().

_learner

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._learner

protected

Referenced by python.uq.learner.builder.LearnerBuilder.LearnerBuilder.andGetResult(), python.uq.learner.builder.LearnerBuilder.LearnerBuilder.buildInterpolant(), python.uq.learner.builder.LearnerBuilder.LearnerBuilder.getLearner(), python.uq.learner.builder.LearnerBuilder.LearnerBuilder.withCheckpointController(), and python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withTestingDataFromUQSettingFile().

_simlearner

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._simlearner

protected

Referenced by python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.andGetResult(), python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.getSimulationLearner(), python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withKnowledge(), and python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withTestingDataFromUQSettingFile().

_simspecificationDescriptor

python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder._simspecificationDescriptor

protected

Referenced by python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.withSpecification().

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

• datadriven/python/uq/learner/builder/SimulationLearnerBuilder.py