python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder Class Reference

Inheritance diagram for python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder:

Public Member Functions
	__init__ (self)
	andGetResult (self)
	defineSampler (self)
	defineUQSetting (self)
	learnWithTest (self)
	useInterpolation (self)
	useUQSetting (self, uqSetting)
	withKnowledge (self, filename)
	withParameters (self, params)
	withQoI (self, qoi)
	withTestSet (self, testset)
	withTimeStepsOfInterest (self, ts)
	withTypesOfKnowledge (self, knowledgeTypes)

Public Attributes
	asgcUQManager
	learnerBuilder
	samplerBuilder
	uqSettingBuilder

Constructor & Destructor Documentation

__init__()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.__init__

(

self

)

Member Function Documentation

andGetResult()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.andGetResult

(

self

)

Returns the simulation learner object that is
currently being constructed

References python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__collectLearner(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.__collectLearner(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.__collectSampler(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.__initUQSetting(), and python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager.

Referenced by python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withKnowledge().

defineSampler()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.defineSampler

(

self

)

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.samplerBuilder.

defineUQSetting()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.defineUQSetting

(

self

)

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.uqSettingBuilder.

learnWithTest()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.learnWithTest

(

self

)

Set if the learner should use test data points for learning

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager.

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.learnData(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), and python.uq.manager.ASGCUQManager.ASGCUQManager.setLearnWithTest().

useInterpolation()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.useInterpolation

(

self

)

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.learnerBuilder.

useUQSetting()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.useUQSetting	(		self,
			uqSetting
	)

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager.

withKnowledge()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withKnowledge	(		self,
			filename
	)

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.andGetResult(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager, python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.learnerBuilder, python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.samplerBuilder, and python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.uqSettingBuilder.

withParameters()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withParameters	(		self,
			params
	)

Set the parameter setting
@param params: ParameterSet

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager.

withQoI()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withQoI	(		self,
			qoi
	)

Define, which quantity of interest we study.
@param qoi: string quantity of interest

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager.

withTestSet()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withTestSet	(		self,
			testset
	)

Set the test set
@param testset: UQSetting

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager.

withTimeStepsOfInterest()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withTimeStepsOfInterest	(		self,
			ts
	)

Define the time steps in which we are interested in. The learner
just learns those, which are specified here. Moreover, it considers
just this time steps for refinement.
@param ts: list of floats, time steps

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager.

withTypesOfKnowledge()

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withTypesOfKnowledge	(		self,
			knowledgeTypes
	)

Define for which type of functions the hierarchical coefficients are
computed using the specified learner.
@param knowledgeTypes: list of KnowledgetTypes

References python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager.

Member Data Documentation

asgcUQManager

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.asgcUQManager

Referenced by python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.andGetResult(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.learnWithTest(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.useUQSetting(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withKnowledge(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withParameters(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withQoI(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withTestSet(), python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withTimeStepsOfInterest(), and python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withTypesOfKnowledge().

learnerBuilder

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.learnerBuilder

Referenced by python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.useInterpolation(), and python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withKnowledge().

samplerBuilder

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.samplerBuilder

Referenced by python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.defineSampler(), and python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withKnowledge().

uqSettingBuilder

python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.uqSettingBuilder

Referenced by python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.defineUQSetting(), and python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.withKnowledge().

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

• datadriven/python/uq/manager/ASGCUQManagerBuilder.py