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

Public Member Functions

 __init__ (self, admissibleSet=None, criterion=None, localRefinementStrategy=None, red=None, maxLevel=30, verbose=False)
 
 candidates (self, grid, knowledge, params, qoi="_", ts=None)
 
 getAdaptMaxLevel (self)
 
 getAdaptTimeWindow (self)
 
 getAdmissibleSet (self)
 
 getLocalRefinementStrategy (self)
 
 getNumOfPointsToRefine (self, refinablePoints)
 
 getRefinementCriterion (self)
 
 hasAverageWeightening (self)
 
 hasBalancing (self)
 
 refineGrid (self, grid, knowledge, params=None, qoi="_", refinets=[0])
 
 refineOnTheBorder (self, refOnBorder)
 
 setAdaptMaxLevel (self, level)
 
 setAdaptPoints (self, value)
 
 setAdaptRate (self, value)
 
 setAdaptThreshold (self, value)
 
 setAdaptTimeWindow (self, window)
 
 setAdmissibleSetCreator (self, admissibleSet)
 
 setAverageWeightening (self, value)
 
 setBalancing (self, balancing)
 
 setLocalRefinementStrategy (self, localRefinementStrategy)
 
 setRefinementCriterion (self, criterion)
 

Public Attributes

 refOnBorder
 
 verbose
 

Protected Attributes

 _adaptPoints
 
 _adaptRate
 
 _adaptThreshold
 
 _adaptTimeWindow
 
 _admissibleSet
 
 _averageWeightening
 
 _balancing
 
 _criterion
 
 _localRefinementStrategy
 
 _maxLevel
 
 _red
 

Constructor & Destructor Documentation

◆ __init__()

python.uq.refinement.RefinementManager.RefinementManager.__init__ (   self,
  admissibleSet = None,
  criterion = None,
  localRefinementStrategy = None,
  red = None,
  maxLevel = 30,
  verbose = False 
) 
Constructor
@param admissibleSet:
@param criterion:
@param localRefinementStrategy:
@param red:
@param maxLevel:
@param verbose:

Member Function Documentation

◆ candidates()

python.uq.refinement.RefinementManager.RefinementManager.candidates (   self,
  grid,
  knowledge,
  params,
  qoi = "_",
  ts = None 
) 
Load the candidates for refinement
@param grid: Grid
@param knowledge: ASGCKnowledge
@param params: Parameter containing the marginal distributions
@param qoi: string, quantity of interest
@param ts: time steps of interest

References python.uq.refinement.RefinementManager.RefinementManager._adaptThreshold, python.uq.refinement.RefinementManager.RefinementManager._admissibleSet, python.uq.refinement.RefinementManager.RefinementManager._balancing, python.uq.refinement.RefinementManager.RefinementManager._criterion, python.uq.refinement.RefinementManager.RefinementManager._localRefinementStrategy, python.uq.refinement.RefinementManager.RefinementManager._red, python.learner.TrainingSpecification.TrainingSpecification.getNumOfPointsToRefine(), python.uq.refinement.RefinementManager.RefinementManager.getNumOfPointsToRefine(), 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< real_type >.verbose, sgpp::datadriven::StreamingModOCLMaskMultiPlatform::KernelMultTranspose< T >.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.operations.forcePositivity.findCandidateSet.CandidateSet.hasMoreCandidates(), python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.nextCandidateSet(), and python.uq.refinement.RefinementManager.RefinementManager.refineGrid().

◆ getAdaptMaxLevel()

python.uq.refinement.RefinementManager.RefinementManager.getAdaptMaxLevel (   self)

References python.uq.refinement.RefinementManager.RefinementManager._maxLevel.

◆ getAdaptTimeWindow()

python.uq.refinement.RefinementManager.RefinementManager.getAdaptTimeWindow (   self)

References python.uq.refinement.RefinementManager.RefinementManager._adaptTimeWindow.

◆ getAdmissibleSet()

python.uq.refinement.RefinementManager.RefinementManager.getAdmissibleSet (   self)

References python.uq.refinement.RefinementManager.RefinementManager._admissibleSet.

Referenced by python.uq.refinement.AdmissibleSet.AdmissibleSparseGridNodeSet.toString().

◆ getLocalRefinementStrategy()

python.uq.refinement.RefinementManager.RefinementManager.getLocalRefinementStrategy (   self)

References python.uq.refinement.RefinementManager.RefinementManager._localRefinementStrategy.

◆ getNumOfPointsToRefine()

python.uq.refinement.RefinementManager.RefinementManager.getNumOfPointsToRefine (   self,
  refinablePoints 
)

References python.uq.refinement.RefinementManager.RefinementManager._adaptPoints, and python.uq.refinement.RefinementManager.RefinementManager._adaptRate.

Referenced by python.uq.refinement.RefinementManager.RefinementManager.candidates(), and python.uq.learner.Regressor.Regressor.refineGrid().

◆ getRefinementCriterion()

python.uq.refinement.RefinementManager.RefinementManager.getRefinementCriterion (   self)

References python.uq.refinement.RefinementManager.RefinementManager._criterion.

◆ hasAverageWeightening()

python.uq.refinement.RefinementManager.RefinementManager.hasAverageWeightening (   self)

References python.uq.refinement.RefinementManager.RefinementManager._averageWeightening.

◆ hasBalancing()

python.uq.refinement.RefinementManager.RefinementManager.hasBalancing (   self)

References python.uq.refinement.RefinementManager.RefinementManager._balancing.

◆ refineGrid()

python.uq.refinement.RefinementManager.RefinementManager.refineGrid (   self,
  grid,
  knowledge,
  params = None,
  qoi = "_",
  refinets = [0] 
)

References python.uq.refinement.RefinementManager.RefinementManager.__refine(), python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.candidates, python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.candidates, python.uq.operations.forcePositivity.findIntersectionsSubspaceBased.IntersectionSubspaceCandidates.candidates, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.candidates, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.candidates, python.uq.operations.forcePositivity.searchNextLevel.SearchLevelWiseForCandidates.candidates, python.uq.refinement.RefinementManager.RefinementManager.candidates(), sgpp::datadriven::OperationMakePositiveFindIntersectionCandidates.candidates, 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.

Referenced by python.learner.Learner.Learner.learnData(), and python.learner.Learner.Learner.learnDataWithTest().

◆ refineOnTheBorder()

python.uq.refinement.RefinementManager.RefinementManager.refineOnTheBorder (   self,
  refOnBorder 
)

References python.uq.refinement.RefinementManager.RefinementManager.refOnBorder.

◆ setAdaptMaxLevel()

python.uq.refinement.RefinementManager.RefinementManager.setAdaptMaxLevel (   self,
  level 
)

References python.uq.refinement.RefinementManager.RefinementManager._maxLevel.

◆ setAdaptPoints()

python.uq.refinement.RefinementManager.RefinementManager.setAdaptPoints (   self,
  value 
)

References python.uq.refinement.RefinementManager.RefinementManager._adaptPoints.

◆ setAdaptRate()

python.uq.refinement.RefinementManager.RefinementManager.setAdaptRate (   self,
  value 
)

References python.uq.refinement.RefinementManager.RefinementManager._adaptRate.

◆ setAdaptThreshold()

python.uq.refinement.RefinementManager.RefinementManager.setAdaptThreshold (   self,
  value 
)

References python.uq.refinement.RefinementManager.RefinementManager._adaptThreshold.

◆ setAdaptTimeWindow()

python.uq.refinement.RefinementManager.RefinementManager.setAdaptTimeWindow (   self,
  window 
)

References python.uq.refinement.RefinementManager.RefinementManager._adaptTimeWindow.

◆ setAdmissibleSetCreator()

python.uq.refinement.RefinementManager.RefinementManager.setAdmissibleSetCreator (   self,
  admissibleSet 
)

References python.uq.refinement.RefinementManager.RefinementManager._admissibleSet.

◆ setAverageWeightening()

python.uq.refinement.RefinementManager.RefinementManager.setAverageWeightening (   self,
  value 
)

References python.uq.refinement.RefinementManager.RefinementManager._averageWeightening.

◆ setBalancing()

python.uq.refinement.RefinementManager.RefinementManager.setBalancing (   self,
  balancing 
)

References python.uq.refinement.RefinementManager.RefinementManager._balancing.

◆ setLocalRefinementStrategy()

python.uq.refinement.RefinementManager.RefinementManager.setLocalRefinementStrategy (   self,
  localRefinementStrategy 
)

References python.uq.refinement.RefinementManager.RefinementManager._localRefinementStrategy.

◆ setRefinementCriterion()

python.uq.refinement.RefinementManager.RefinementManager.setRefinementCriterion (   self,
  criterion 
)

References python.uq.refinement.RefinementManager.RefinementManager._criterion.

Member Data Documentation

◆ _adaptPoints

python.uq.refinement.RefinementManager.RefinementManager._adaptPoints
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.getNumOfPointsToRefine(), and python.uq.refinement.RefinementManager.RefinementManager.setAdaptPoints().

◆ _adaptRate

python.uq.refinement.RefinementManager.RefinementManager._adaptRate
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.getNumOfPointsToRefine(), and python.uq.refinement.RefinementManager.RefinementManager.setAdaptRate().

◆ _adaptThreshold

python.uq.refinement.RefinementManager.RefinementManager._adaptThreshold
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.candidates(), and python.uq.refinement.RefinementManager.RefinementManager.setAdaptThreshold().

◆ _adaptTimeWindow

python.uq.refinement.RefinementManager.RefinementManager._adaptTimeWindow
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.getAdaptTimeWindow(), and python.uq.refinement.RefinementManager.RefinementManager.setAdaptTimeWindow().

◆ _admissibleSet

python.uq.refinement.RefinementManager.RefinementManager._admissibleSet
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.candidates(), python.uq.refinement.RefinementManager.RefinementManager.getAdmissibleSet(), and python.uq.refinement.RefinementManager.RefinementManager.setAdmissibleSetCreator().

◆ _averageWeightening

python.uq.refinement.RefinementManager.RefinementManager._averageWeightening
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.hasAverageWeightening(), and python.uq.refinement.RefinementManager.RefinementManager.setAverageWeightening().

◆ _balancing

python.uq.refinement.RefinementManager.RefinementManager._balancing
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.candidates(), python.uq.refinement.RefinementManager.RefinementManager.hasBalancing(), and python.uq.refinement.RefinementManager.RefinementManager.setBalancing().

◆ _criterion

python.uq.refinement.RefinementManager.RefinementManager._criterion
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.candidates(), python.uq.refinement.RefinementManager.RefinementManager.getRefinementCriterion(), and python.uq.refinement.RefinementManager.RefinementManager.setRefinementCriterion().

◆ _localRefinementStrategy

python.uq.refinement.RefinementManager.RefinementManager._localRefinementStrategy
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.candidates(), python.uq.refinement.RefinementManager.RefinementManager.getLocalRefinementStrategy(), and python.uq.refinement.RefinementManager.RefinementManager.setLocalRefinementStrategy().

◆ _maxLevel

python.uq.refinement.RefinementManager.RefinementManager._maxLevel
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.getAdaptMaxLevel(), and python.uq.refinement.RefinementManager.RefinementManager.setAdaptMaxLevel().

◆ _red

python.uq.refinement.RefinementManager.RefinementManager._red
protected

Referenced by python.uq.refinement.RefinementManager.RefinementManager.candidates().

◆ refOnBorder

python.uq.refinement.RefinementManager.RefinementManager.refOnBorder

Referenced by python.uq.refinement.RefinementManager.RefinementManager.refineOnTheBorder().

◆ verbose

python.uq.refinement.RefinementManager.RefinementManager.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: