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Public Member Functions | Public Attributes | Protected Attributes | List of all members
python.uq.manager.ASGCUQManager.ASGCUQManager Class Reference
Inheritance diagram for python.uq.manager.ASGCUQManager.ASGCUQManager:

Public Member Functions

 __init__ (self)
 
 getDim (self)
 
 getGrid (self)
 
 getKnowledge (self)
 
 getKnowledgeTypes (self)
 
 getParameters (self)
 
 getQoI (self)
 
 getRefinement (self)
 
 getRefinement (self)
 
 getTestSet (self)
 
 getTimeStepsOfInterest (self)
 
 hasMoreSamples (self)
 
 learnData (self)
 
 learnDataWithoutTest (self, *args, **kws)
 
 learnDataWithTest (self, dataset=None, *args, **kws)
 
 recomputeStats (self)
 
 runNextSamples (self)
 
 setKnowledgeTypes (self, value)
 
 setLearnWithTest (self, value)
 
 setParameters (self, value)
 
 setQoI (self, value)
 
 setRefinement (self, value)
 
 setSampler (self, sampler)
 
 setTestSet (self, value)
 
 setTimeStepsOfInterest (self, value)
 
 updateDataContainer (self, updateTestData=False)
 

Public Attributes

 dataContainer
 
 knowledge
 
 learner
 
 learnWithTest
 
 refinementManager
 
 sampler
 
 stats
 
 testSet
 
 uqSetting
 
 verbose
 

Protected Attributes

 _qoi
 

Constructor & Destructor Documentation

◆ __init__()

python.uq.manager.ASGCUQManager.ASGCUQManager.__init__ (   self)

Member Function Documentation

◆ getDim()

python.uq.manager.ASGCUQManager.ASGCUQManager.getDim (   self)

References python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__params, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__params, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__params, python.uq.analysis.mc.MCAnalysis.MCAnalysis.__params, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__params, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__params, python.uq.manager.ASGCUQManager.ASGCUQManager.__params, python.uq.parameters.ParameterSet.ParameterSet.__params, python.uq.parameters.ParameterSet.ParameterSetIterator.__params, python.uq.sampler.asgc.ASGCSampler.ASGCSampler.__params, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__params, and python.uq.manager.ASGCUQManager.ASGCUQManager.getDim().

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.uq.dists.Dist.Dist.cov(), python.uq.parameters.ParameterSet.ParameterSet.extractActiveSubset(), python.uq.dists.KDEDist.KDEDist.getBandwidths(), python.uq.dists.EstimatedDist.EstimatedDist.getBounds(), python.uq.manager.ASGCUQManager.ASGCUQManager.getDim(), and python.uq.uq_setting.UQSetting.UQSetting.getDim().

◆ getGrid()

python.uq.manager.ASGCUQManager.ASGCUQManager.getGrid (   self)

References python.uq.manager.ASGCUQManager.ASGCUQManager.getGrid(), and python.uq.manager.ASGCUQManager.ASGCUQManager.sampler.

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.getGrid(), python.uq.analysis.asgc.ASGCKnowledge.ASGCKnowledge.getSparseGridFunction(), python.uq.learner.SimulationLearner.SimulationLearner.learnData(), python.uq.learner.SimulationLearner.SimulationLearner.learnDataWithFolding(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.learner.SimulationLearner.SimulationLearner.learnDataWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), python.uq.learner.SimulationLearner.SimulationLearner.refineGrid(), and python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples().

◆ getKnowledge()

python.uq.manager.ASGCUQManager.ASGCUQManager.getKnowledge (   self)

References python.controller.CheckpointController.CheckpointController.knowledge, python.learner.Learner.Learner.knowledge, python.uq.learner.Learner.Learner.knowledge, python.uq.learner.SimulationLearner.SimulationLearner.knowledge, and python.uq.manager.ASGCUQManager.ASGCUQManager.knowledge.

◆ getKnowledgeTypes()

python.uq.manager.ASGCUQManager.ASGCUQManager.getKnowledgeTypes (   self)

References python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__knowledgeTypes, python.uq.manager.ASGCUQManager.ASGCUQManager.__knowledgeTypes, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__knowledgeTypes.

Referenced by python.uq.learner.SimulationLearner.SimulationLearner.getLearner(), and python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples().

◆ getParameters()

python.uq.manager.ASGCUQManager.ASGCUQManager.getParameters (   self)

References python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__params, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__params, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__params, python.uq.analysis.mc.MCAnalysis.MCAnalysis.__params, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__params, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__params, python.uq.manager.ASGCUQManager.ASGCUQManager.__params, python.uq.parameters.ParameterSet.ParameterSet.__params, python.uq.parameters.ParameterSet.ParameterSetIterator.__params, python.uq.sampler.asgc.ASGCSampler.ASGCSampler.__params, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__params.

Referenced by python.uq.learner.SimulationLearner.SimulationLearner.getLearner().

◆ getQoI()

python.uq.manager.ASGCUQManager.ASGCUQManager.getQoI (   self)

References python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi.

Referenced by python.uq.learner.SimulationLearner.SimulationLearner.setDataContainer(), and python.uq.learner.SimulationLearner.SimulationLearner.updateResults().

◆ getRefinement() [1/2]

python.uq.manager.ASGCUQManager.ASGCUQManager.getRefinement (   self)

References python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._refinement, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._refinement, python.uq.refinement.RefinementManagerDescriptor.RefinementManagerDescriptor._refinement, python.uq.refinement.RefinementManagerDescriptor.AdmissibleSetDescriptor._refinement, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._refinement.

Referenced by python.uq.learner.SimulationLearner.SimulationLearner.refineGrid().

◆ getRefinement() [2/2]

python.uq.manager.ASGCUQManager.ASGCUQManager.getRefinement (   self)

References python.uq.manager.ASGCUQManager.ASGCUQManager.refinementManager.

Referenced by python.uq.learner.SimulationLearner.SimulationLearner.refineGrid().

◆ getTestSet()

python.uq.manager.ASGCUQManager.ASGCUQManager.getTestSet (   self)

References python.uq.manager.ASGCUQManager.ASGCUQManager.testSet.

◆ getTimeStepsOfInterest()

python.uq.manager.ASGCUQManager.ASGCUQManager.getTimeStepsOfInterest (   self)

References python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__timeStepsOfInterest, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__timeStepsOfInterest, python.uq.manager.ASGCUQManager.ASGCUQManager.__timeStepsOfInterest, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__timeStepsOfInterest.

Referenced by python.uq.learner.SimulationLearner.SimulationLearner.refineGrid(), and python.uq.learner.SimulationLearner.SimulationLearner.setDataContainer().

◆ hasMoreSamples()

python.uq.manager.ASGCUQManager.ASGCUQManager.hasMoreSamples (   self)

References python.uq.manager.ASGCUQManager.ASGCUQManager.hasMoreSamples(), and python.uq.manager.ASGCUQManager.ASGCUQManager.sampler.

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.hasMoreSamples().

◆ learnData()

python.uq.manager.ASGCUQManager.ASGCUQManager.learnData (   self) 
Learn the available data

References python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.learner.Learner.Learner.learnDataWithTest(), python.uq.learner.Learner.Learner.learnDataWithTest(), python.uq.learner.Regressor.Regressor.learnDataWithTest(), python.uq.learner.Interpolant.Interpolant.learnDataWithTest(), python.uq.learner.SimulationLearner.SimulationLearner.learnDataWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnWithTest, python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.learnWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.sampler, and python.uq.manager.ASGCUQManager.ASGCUQManager.updateDataContainer().

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), and python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples().

◆ learnDataWithoutTest()

python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest (   self,
*  args,
**  kws 
)

References python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi, python.learner.Learner.Learner.dataContainer, python.uq.learner.Learner.Learner.dataContainer, python.uq.learner.Regressor.Regressor.dataContainer, python.uq.learner.SimulationLearner.SimulationLearner.dataContainer, python.uq.manager.ASGCUQManager.ASGCUQManager.dataContainer, python.uq.manager.ASGCUQManager.ASGCUQManager.getGrid(), python.controller.CheckpointController.CheckpointController.knowledge, python.learner.Learner.Learner.knowledge, python.uq.learner.Learner.Learner.knowledge, python.uq.learner.SimulationLearner.SimulationLearner.knowledge, python.uq.manager.ASGCUQManager.ASGCUQManager.knowledge, python.uq.manager.ASGCUQManager.ASGCUQManager.learnData(), python.controller.CheckpointController.CheckpointController.learner, python.uq.dists.SGDEdist.SGDEdist.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.sampler, python.uq.manager.ASGCUQManager.ASGCUQManager.stats, sgpp::base::OCLManager.verbose, sgpp::base::OCLManagerMultiPlatform.verbose, sgpp::base::Printer.verbose, python.uq.estimators.MonteCarloStrategy.MonteCarloStrategy.verbose, python.uq.manager.ASGCUQManager.ASGCUQManager.verbose, python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.verbose, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.verbose, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.verbose, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.verbose, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.verbose, python.uq.refinement.RefinementManager.RefinementManager.verbose, python.uq.uq_setting.UQBuilder.UQBuilder.verbose(), sgpp::datadriven::MetaLearner.verbose, sgpp::datadriven::ClusteringOCL::OperationClusteringOCL< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelCreateGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationCreateGraphOCLSingleDevice< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityB< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityMult< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationDensityOCLMultiPlatform< T >.verbose, sgpp::datadriven::clusteringmpi::MPIEnviroment.verbose, sgpp::datadriven::clusteringmpi::SimpleQueue< T >.verbose, sgpp::datadriven::clusteringmpi::MPIWorkerBase.verbose, sgpp::datadriven::OperationMultiEvalHPX.verbose, sgpp::datadriven::OperationMultiEvalMPI.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLMaskMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLOpt< T >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLUnified< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::OperationMultiEvalStreamingOCLMultiPlatform< T >.verbose, sgpp::datadriven::PiecewiseConstantRegression::Node.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelPruneGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationPruneGraphOCLMultiPlatform< T >.verbose, sgpp::datadriven::OperationMakePositive.verbose, and sgpp::datadriven::OperationMakePositiveCandidateSetAlgorithm.verbose.

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

◆ learnDataWithTest()

python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest (   self,
  dataset = None,
*  args,
**  kws 
)

References python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi, python.learner.Learner.Learner.dataContainer, python.uq.learner.Learner.Learner.dataContainer, python.uq.learner.Regressor.Regressor.dataContainer, python.uq.learner.SimulationLearner.SimulationLearner.dataContainer, python.uq.manager.ASGCUQManager.ASGCUQManager.dataContainer, python.uq.manager.ASGCUQManager.ASGCUQManager.getGrid(), python.controller.CheckpointController.CheckpointController.knowledge, python.learner.Learner.Learner.knowledge, python.uq.learner.Learner.Learner.knowledge, python.uq.learner.SimulationLearner.SimulationLearner.knowledge, python.uq.manager.ASGCUQManager.ASGCUQManager.knowledge, python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.controller.CheckpointController.CheckpointController.learner, python.uq.dists.SGDEdist.SGDEdist.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.sampler, python.uq.manager.ASGCUQManager.ASGCUQManager.stats, sgpp::base::OCLManager.verbose, sgpp::base::OCLManagerMultiPlatform.verbose, sgpp::base::Printer.verbose, python.uq.estimators.MonteCarloStrategy.MonteCarloStrategy.verbose, python.uq.manager.ASGCUQManager.ASGCUQManager.verbose, python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.verbose, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.verbose, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.verbose, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.verbose, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.verbose, python.uq.refinement.RefinementManager.RefinementManager.verbose, python.uq.uq_setting.UQBuilder.UQBuilder.verbose(), sgpp::datadriven::MetaLearner.verbose, sgpp::datadriven::ClusteringOCL::OperationClusteringOCL< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelCreateGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationCreateGraphOCLSingleDevice< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityB< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityMult< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationDensityOCLMultiPlatform< T >.verbose, sgpp::datadriven::clusteringmpi::MPIEnviroment.verbose, sgpp::datadriven::clusteringmpi::SimpleQueue< T >.verbose, sgpp::datadriven::clusteringmpi::MPIWorkerBase.verbose, sgpp::datadriven::OperationMultiEvalHPX.verbose, sgpp::datadriven::OperationMultiEvalMPI.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLMaskMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLOpt< T >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLUnified< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::OperationMultiEvalStreamingOCLMultiPlatform< T >.verbose, sgpp::datadriven::PiecewiseConstantRegression::Node.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelPruneGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationPruneGraphOCLMultiPlatform< T >.verbose, sgpp::datadriven::OperationMakePositive.verbose, and sgpp::datadriven::OperationMakePositiveCandidateSetAlgorithm.verbose.

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.learnData(), python.learner.Learner.Learner.learnDataWithFolding(), python.uq.learner.Regressor.Regressor.learnDataWithFolding(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), and python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats().

◆ recomputeStats()

python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats (   self)

References python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi, python.learner.Learner.Learner.dataContainer, python.uq.learner.Learner.Learner.dataContainer, python.uq.learner.Regressor.Regressor.dataContainer, python.uq.learner.SimulationLearner.SimulationLearner.dataContainer, python.uq.manager.ASGCUQManager.ASGCUQManager.dataContainer, python.uq.manager.ASGCUQManager.ASGCUQManager.getGrid(), python.controller.CheckpointController.CheckpointController.knowledge, python.learner.Learner.Learner.knowledge, python.uq.learner.Learner.Learner.knowledge, python.uq.learner.SimulationLearner.SimulationLearner.knowledge, python.uq.manager.ASGCUQManager.ASGCUQManager.knowledge, python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.controller.CheckpointController.CheckpointController.learner, python.uq.dists.SGDEdist.SGDEdist.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.learnWithTest, python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.learnWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.stats, python.uq.manager.ASGCUQManager.ASGCUQManager.updateDataContainer(), sgpp::base::OCLManager.verbose, sgpp::base::OCLManagerMultiPlatform.verbose, sgpp::base::Printer.verbose, python.uq.estimators.MonteCarloStrategy.MonteCarloStrategy.verbose, python.uq.manager.ASGCUQManager.ASGCUQManager.verbose, python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.verbose, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.verbose, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.verbose, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.verbose, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.verbose, python.uq.refinement.RefinementManager.RefinementManager.verbose, python.uq.uq_setting.UQBuilder.UQBuilder.verbose(), sgpp::datadriven::MetaLearner.verbose, sgpp::datadriven::ClusteringOCL::OperationClusteringOCL< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelCreateGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationCreateGraphOCLSingleDevice< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityB< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelDensityMult< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationDensityOCLMultiPlatform< T >.verbose, sgpp::datadriven::clusteringmpi::MPIEnviroment.verbose, sgpp::datadriven::clusteringmpi::SimpleQueue< T >.verbose, sgpp::datadriven::clusteringmpi::MPIWorkerBase.verbose, sgpp::datadriven::OperationMultiEvalHPX.verbose, sgpp::datadriven::OperationMultiEvalMPI.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLFastMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLMaskMultiPlatform< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMult< T >.verbose, sgpp::datadriven::StreamingModOCLOpt::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLOpt< T >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMult< real_type >.verbose, sgpp::datadriven::StreamingModOCLUnified::KernelMultTranspose< real_type >.verbose, sgpp::datadriven::OperationMultiEvalStreamingModOCLUnified< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMult< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::KernelMultTranspose< T >.verbose, sgpp::datadriven::StreamingOCLMultiPlatform::OperationMultiEvalStreamingOCLMultiPlatform< T >.verbose, sgpp::datadriven::PiecewiseConstantRegression::Node.verbose, sgpp::datadriven::DensityOCLMultiPlatform::KernelPruneGraph< T >.verbose, sgpp::datadriven::DensityOCLMultiPlatform::OperationPruneGraphOCLMultiPlatform< T >.verbose, sgpp::datadriven::OperationMakePositive.verbose, and sgpp::datadriven::OperationMakePositiveCandidateSetAlgorithm.verbose.

◆ runNextSamples()

python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples (   self)

References python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__params, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__params, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__params, python.uq.analysis.mc.MCAnalysis.MCAnalysis.__params, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__params, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__params, python.uq.manager.ASGCUQManager.ASGCUQManager.__params, python.uq.parameters.ParameterSet.ParameterSet.__params, python.uq.parameters.ParameterSet.ParameterSetIterator.__params, python.uq.sampler.asgc.ASGCSampler.ASGCSampler.__params, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__params, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__timeStepsOfInterest, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__timeStepsOfInterest, python.uq.manager.ASGCUQManager.ASGCUQManager.__timeStepsOfInterest, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__timeStepsOfInterest, python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager.getGrid(), python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.getKnowledgeTypes(), python.uq.manager.ASGCUQManager.ASGCUQManager.getKnowledgeTypes(), python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.getKnowledgeTypes(), python.controller.CheckpointController.CheckpointController.knowledge, python.learner.Learner.Learner.knowledge, python.uq.learner.Learner.Learner.knowledge, python.uq.learner.SimulationLearner.SimulationLearner.knowledge, python.uq.manager.ASGCUQManager.ASGCUQManager.knowledge, python.learner.Learner.Learner.learnData(), python.uq.learner.Learner.Learner.learnData(), python.uq.learner.Regressor.Regressor.learnData(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnData(), python.uq.learner.SimulationLearner.SimulationLearner.learnData(), python.uq.sampler.MCSampler.MCSampler.learnData(), python.uq.sampler.Sampler.Sampler.learnData(), python.uq.learner.Interpolant.Interpolant.learnData(), python.uq.manager.ASGCUQManager.ASGCUQManager.sampler, python.uq.manager.ASGCUQManager.ASGCUQManager.uqSetting, python.uq.models.Model.Model.uqSetting, and python.uq.uq_setting.UQSettingAdapter.UQSettingAdapter.uqSetting.

◆ setKnowledgeTypes()

python.uq.manager.ASGCUQManager.ASGCUQManager.setKnowledgeTypes (   self,
  value 
)

References python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__knowledgeTypes, python.uq.manager.ASGCUQManager.ASGCUQManager.__knowledgeTypes, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__knowledgeTypes.

◆ setLearnWithTest()

python.uq.manager.ASGCUQManager.ASGCUQManager.setLearnWithTest (   self,
  value 
)

References python.uq.manager.ASGCUQManager.ASGCUQManager.learnWithTest, and python.uq.manager.ASGCUQManagerBuilder.ASGCUQManagerBuilder.learnWithTest().

◆ setParameters()

python.uq.manager.ASGCUQManager.ASGCUQManager.setParameters (   self,
  value 
)

References python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__params, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__params, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__params, python.uq.analysis.mc.MCAnalysis.MCAnalysis.__params, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__params, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__params, python.uq.manager.ASGCUQManager.ASGCUQManager.__params, python.uq.parameters.ParameterSet.ParameterSet.__params, python.uq.parameters.ParameterSet.ParameterSetIterator.__params, python.uq.sampler.asgc.ASGCSampler.ASGCSampler.__params, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__params.

◆ setQoI()

python.uq.manager.ASGCUQManager.ASGCUQManager.setQoI (   self,
  value 
)

References python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi.

◆ setRefinement()

python.uq.manager.ASGCUQManager.ASGCUQManager.setRefinement (   self,
  value 
)

◆ setSampler()

python.uq.manager.ASGCUQManager.ASGCUQManager.setSampler (   self,
  sampler 
)

References python.uq.manager.ASGCUQManager.ASGCUQManager.sampler.

◆ setTestSet()

python.uq.manager.ASGCUQManager.ASGCUQManager.setTestSet (   self,
  value 
)

References python.uq.manager.ASGCUQManager.ASGCUQManager.testSet.

◆ setTimeStepsOfInterest()

python.uq.manager.ASGCUQManager.ASGCUQManager.setTimeStepsOfInterest (   self,
  value 
)

References python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__timeStepsOfInterest, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__timeStepsOfInterest, python.uq.manager.ASGCUQManager.ASGCUQManager.__timeStepsOfInterest, and python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__timeStepsOfInterest.

◆ updateDataContainer()

python.uq.manager.ASGCUQManager.ASGCUQManager.updateDataContainer (   self,
  updateTestData = False 
) 
Sets the training dataContainerDict container given a UQSetting

WARNING: This method has severe performance issues. It needs
to be improved such that it loads just the last computed
chunk of samples.

References python.uq.learner.SimulationLearner.SimulationLearner.__prepareDataContainer(), python.uq.manager.ASGCUQManager.ASGCUQManager.__prepareDataContainer(), python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__timeStepsOfInterest, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__timeStepsOfInterest, python.uq.manager.ASGCUQManager.ASGCUQManager.__timeStepsOfInterest, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.__timeStepsOfInterest, python.uq.analysis.Analysis.Analysis._qoi, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis._qoi, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification._qoi, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification._qoi, python.uq.manager.ASGCUQManager.ASGCUQManager._qoi, python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification._qoi, python.learner.Learner.Learner.dataContainer, python.uq.learner.Learner.Learner.dataContainer, python.uq.learner.Regressor.Regressor.dataContainer, python.uq.learner.SimulationLearner.SimulationLearner.dataContainer, python.uq.manager.ASGCUQManager.ASGCUQManager.dataContainer, python.uq.manager.ASGCUQManager.ASGCUQManager.testSet, python.uq.manager.ASGCUQManager.ASGCUQManager.uqSetting, python.uq.models.Model.Model.uqSetting, and python.uq.uq_setting.UQSettingAdapter.UQSettingAdapter.uqSetting.

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

Member Data Documentation

◆ _qoi

python.uq.manager.ASGCUQManager.ASGCUQManager._qoi
protected

Referenced by python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeStats(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeSurplusesLevelWise(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeVar(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.getAnovaDecomposition(), python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.getQoI(), python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.getQoI(), python.uq.manager.ASGCUQManager.ASGCUQManager.getQoI(), python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.getQoI(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.uq.analysis.Analysis.Analysis.mean(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.sampleGrids(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.setEstimationStrategy(), python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.setQoI(), python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.setQoI(), python.uq.manager.ASGCUQManager.ASGCUQManager.setQoI(), python.uq.sampler.asgc.ASGCSamplerSpecification.ASGCSamplerSpecification.setQoI(), python.uq.manager.ASGCUQManager.ASGCUQManager.updateDataContainer(), python.uq.analysis.Analysis.Analysis.var(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.writeCheckpoints(), and python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.writeSensitivityValues().

◆ dataContainer

python.uq.manager.ASGCUQManager.ASGCUQManager.dataContainer

Referenced by python.learner.Learner.Learner.fromJson(), python.uq.learner.Learner.Learner.fromJson(), python.learner.Learner.Learner.learnData(), python.uq.learner.SimulationLearner.SimulationLearner.learnData(), python.uq.learner.Interpolant.Interpolant.learnData(), python.learner.Learner.Learner.learnDataWithFolding(), python.uq.learner.Regressor.Regressor.learnDataWithFolding(), python.uq.learner.SimulationLearner.SimulationLearner.learnDataWithFolding(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.learner.Learner.Learner.learnDataWithTest(), python.uq.learner.Regressor.Regressor.learnDataWithTest(), python.uq.learner.Interpolant.Interpolant.learnDataWithTest(), python.uq.learner.SimulationLearner.SimulationLearner.learnDataWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), python.learner.Learner.Learner.setDataContainer(), python.uq.learner.Learner.Learner.setDataContainer(), python.uq.learner.SimulationLearner.SimulationLearner.setDataContainer(), python.uq.manager.ASGCUQManager.ASGCUQManager.updateDataContainer(), and python.uq.learner.Learner.Learner.updateFoldingPolicy().

◆ knowledge

python.uq.manager.ASGCUQManager.ASGCUQManager.knowledge

Referenced by python.learner.Learner.Learner.applyData(), python.uq.learner.Learner.Learner.copy(), python.controller.CheckpointController.CheckpointController.generateFoldValidationJob(), python.uq.learner.SimulationLearner.SimulationLearner.getKnowledge(), python.uq.manager.ASGCUQManager.ASGCUQManager.getKnowledge(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.controller.CheckpointController.CheckpointController.loadAll(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples(), python.controller.CheckpointController.CheckpointController.saveLearnedKnowledge(), python.controller.CheckpointController.CheckpointController.setLearnedKnowledge(), python.learner.Learner.Learner.setLearnedKnowledge(), python.uq.learner.Learner.Learner.setLearnedKnowledge(), python.learner.Classifier.Classifier.updateResults(), python.learner.Regressor.Regressor.updateResults(), and python.uq.learner.SimulationLearner.SimulationLearner.updateResults().

◆ learner

python.uq.manager.ASGCUQManager.ASGCUQManager.learner

Referenced by python.uq.dists.SGDEdist.SGDEdist.cov(), python.controller.CheckpointController.CheckpointController.generateFoldValidationJob(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.controller.CheckpointController.CheckpointController.loadAll(), python.uq.dists.SGDEdist.SGDEdist.marginalize(), python.uq.dists.SGDEdist.SGDEdist.marginalizeToDimX(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), python.controller.CheckpointController.CheckpointController.saveLearner(), and python.controller.CheckpointController.CheckpointController.setLearner().

◆ learnWithTest

python.uq.manager.ASGCUQManager.ASGCUQManager.learnWithTest

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

◆ refinementManager

python.uq.manager.ASGCUQManager.ASGCUQManager.refinementManager

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.getRefinement().

◆ sampler

python.uq.manager.ASGCUQManager.ASGCUQManager.sampler

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.getGrid(), python.uq.manager.ASGCUQManager.ASGCUQManager.hasMoreSamples(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnData(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples(), and python.uq.manager.ASGCUQManager.ASGCUQManager.setSampler().

◆ stats

python.uq.manager.ASGCUQManager.ASGCUQManager.stats

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), and python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats().

◆ testSet

python.uq.manager.ASGCUQManager.ASGCUQManager.testSet

Referenced by python.uq.manager.ASGCUQManager.ASGCUQManager.getTestSet(), python.uq.manager.ASGCUQManager.ASGCUQManager.setTestSet(), and python.uq.manager.ASGCUQManager.ASGCUQManager.updateDataContainer().

◆ uqSetting

python.uq.manager.ASGCUQManager.ASGCUQManager.uqSetting

Referenced by python.uq.models.Model.Model.evaluate(), python.uq.uq_setting.UQSettingAdapter.UQSettingAdapter.loadData(), python.uq.manager.ASGCUQManager.ASGCUQManager.runNextSamples(), and python.uq.manager.ASGCUQManager.ASGCUQManager.updateDataContainer().

◆ verbose

python.uq.manager.ASGCUQManager.ASGCUQManager.verbose

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints(), python.uq.refinement.RefinementManager.RefinementManager.candidates(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.computeCandidates(), python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.findIntersections(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalMaxLevel(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithoutTest(), python.uq.manager.ASGCUQManager.ASGCUQManager.learnDataWithTest(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makeCurrentNodalValuesPositive(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), python.uq.manager.ASGCUQManager.ASGCUQManager.recomputeStats(), python.uq.refinement.RefinementManager.RefinementManager.refineGrid(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.splitFullGrids().

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