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Public Member Functions | Static Public Attributes | List of all members
python.controller.CheckpointController.CheckpointController Class Reference

Class for handling events for storing and restoring of checkpoints. More...

Inheritance diagram for python.controller.CheckpointController.CheckpointController:

Public Member Functions

 __init__ (self, title, path=None, interval=None, fold=None)
 Constructor save checkpoint files will have a name like title.iteration.
 
 composeName (self, iteration=None, fold=None)
 Composes checkpoint file name from path title and iteration number.
 
 generateFoldValidationJob (self, email="")
 Generates a SGE array job script for concurrent performing of cross-fold validation computations.
 
 handleLearningEvent (self, subject, status)
 
 loadAll (self, iteration)
 Loads the Learner object with corresponding Grid and LearnedKnowledge.
 
 loadGrid (self, iteration)
 Loads sg.Grid from the checkpoint of given iteration.
 
 loadLearnedKnowledge (self, iteration)
 Loads knowledge from the checkpoint of given iteration.
 
 saveAll (self, iteration)
 Saves current Grid, LearnedKnowledge and Learner objects.
 
 saveGrid (self, iteration)
 Saves current Grid to the checkpoint with given iteration.
 
 saveLearnedKnowledge (self, iteration)
 Saves current LearnedKnowldge object to the checkpoint with given iteration.
 
 saveLearner (self, iteration)
 Saves the current Learner object to the checkpoint with given iteration.
 
 setGrid (self, grid)
 Setter for the current Grid object.
 
 setLearnedKnowledge (self, knowledge)
 Setter for the current LearnedKnowledge object.
 
 setLearner (self, learner)
 Setter for current Learner object.
 

Static Public Attributes

 fold = None
 Fold number if cross-validation is used.
 
 grid = None
 Reference to the Grid object.
 
 interval = None
 Interval, which determines how often checkpoints should be set.
 
 knowledge = None
 Reference to the LearnedKnowledge object.
 
 lastIteration = None
 Number of the last iteration.
 
 learner = None
 Reference to the Learner object.
 
 path = None
 Path to the checkpoint files.
 
 title = None
 Checkpoint title.
 

Detailed Description

Class for handling events for storing and restoring of checkpoints.

Responsible for storing of checkpoints during learning process and restoring of learning from some checkpoint.

Memento Design Pattern

CheckpointController has an ability to save the states of Learner, its Grid and LearnedKnowledge for different iterations of training process. To insure flexibility and extensibility of the system the design pattern Memento with several modifications was used.

Roles

  • Originator: Grid, LearnedKnowledge, Learner
  • Memento: Grid object itself for Grid, DataVector with alpha values for LearnedKnowledge object, json structure for Learner obejects
  • Caretaker: CeckpointController

Why should we use Memento pattern here?

  • Simplification of inner structure of classes, since they don't need to organized and store different states by themselves;
  • Decoupling of objects of business logic and their representations allows to assure compatibility of between different versions and support of different input/output formats without modification of business classes;
  • Client or Caretaker don't have to know about the organization of originator to store/restore checkpoints.

Enhancements
To be able able to use the states after the program has once terminated, we have to make memento objects persistent. For this purpose the Classes GridFormatter, LearnedKnowledgeFormatter and LearnerFormatter are used, which provides the functionality of serialization and desiralization of corresponding objects into file or any other stream, e.g. socket or terminal.

For example, to save the Grid object in file, controller requests its memento object with states and then calls method GridFormatter().serializeToFile(<Grid memento object>, <file name>).

How to restore a checkpoint

Supposed, you have already learned and stored checkpoints and now you have files checkpoint.6.arff.gz, checkpoint.6.grid.gz and checkpoint.6.learner.gz from the 6th iteration stored in your working directory. Now you can

  • Load the grid and/or with:
    grid = CheckpointController('checkpoint').laodGrid(6)
    knowledge = CheckpointController('checkpoint').laodLearnedKnowledge(6)
  • or load the whole learner, i.e. to change learning parameters and continue the learning
    learner = CheckpointController('checkpoint').loadAll(6)

Constructor & Destructor Documentation

◆ __init__()

python.controller.CheckpointController.CheckpointController.__init__ (   self,
  title,
  path = None,
  interval = None,
  fold = None 
)

Constructor save checkpoint files will have a name like title.iteration.

[grid | learner | arff].gz

Parameters
titlestring title for checkpoints
pathstring absolute path to the checkpoint files
intervalinteger defines the number of iteration between saved checkpoints, e.g. if interval = 1, only states from 0,5th, 10th, 15th ... iteration will be saved
foldthe folding level, if n-fold cross-validation is used

References python.controller.CheckpointController.CheckpointController.fold, python.controller.CheckpointController.CheckpointController.interval, python.controller.CheckpointController.CheckpointController.path, and python.controller.CheckpointController.CheckpointController.title.

Member Function Documentation

◆ composeName()

python.controller.CheckpointController.CheckpointController.composeName (   self,
  iteration = None,
  fold = None 
)

Composes checkpoint file name from path title and iteration number.

Parameters
iterationinteger iteration number
foldthe folding level, if n-fold cross-validation is used
Returns
string composed name

References python.controller.CheckpointController.CheckpointController.fold, python.controller.CheckpointController.CheckpointController.path, and python.controller.CheckpointController.CheckpointController.title.

Referenced by python.controller.CheckpointController.CheckpointController.generateFoldValidationJob(), python.controller.CheckpointController.CheckpointController.loadGrid(), python.controller.CheckpointController.CheckpointController.loadLearnedKnowledge(), python.controller.CheckpointController.CheckpointController.saveGrid(), python.controller.CheckpointController.CheckpointController.saveLearnedKnowledge(), and python.controller.CheckpointController.CheckpointController.saveLearner().

◆ generateFoldValidationJob()

python.controller.CheckpointController.CheckpointController.generateFoldValidationJob (   self,
  email = "" 
)

Generates a SGE array job script for concurrent performing of cross-fold validation computations.

The script can be then lunched using <code>qsub -t 1-XXX <scriptname>.sge.job

Parameters
emailString with email-address, the status information from SGE should be sent to

References python.controller.CheckpointController.CheckpointController.composeName(), python.controller.CheckpointController.CheckpointController.fold, sgpp::base::InterpolantScalarFunction.grid, sgpp::base::InterpolantScalarFunctionGradient.grid, sgpp::base::InterpolantScalarFunctionHessian.grid, sgpp::base::InterpolantVectorFunction.grid, sgpp::base::InterpolantVectorFunctionGradient.grid, sgpp::base::InterpolantVectorFunctionHessian.grid, sgpp::base::ForwardSelectorRefinementIndicator.grid, sgpp::base::ImpurityRefinementIndicator.grid, sgpp::base::DehierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::DehierarchisationFundamentalSpline.grid, sgpp::base::DehierarchisationFundamentalSplineBoundary.grid, sgpp::base::DehierarchisationModFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::HierarchisationFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalSplineBoundary.grid, sgpp::base::HierarchisationModFundamentalSpline.grid, sgpp::base::OperationArbitraryBoundaryHierarchisation.grid, sgpp::base::OperationFirstMomentBspline.grid, sgpp::base::OperationFirstMomentBsplineBoundary.grid, sgpp::base::OperationFirstMomentBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModBspline.grid, sgpp::base::OperationFirstMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModPoly.grid, sgpp::base::OperationFirstMomentModPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPoly.grid, sgpp::base::OperationFirstMomentPolyBoundary.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationHierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::OperationHierarchisationFundamentalSpline.grid, sgpp::base::OperationHierarchisationFundamentalSplineBoundary.grid, sgpp::base::OperationHierarchisationModFundamentalSpline.grid, sgpp::base::OperationMultipleEval.grid, sgpp::base::OperationSecondMomentBspline.grid, sgpp::base::OperationSecondMomentBsplineBoundary.grid, sgpp::base::OperationSecondMomentBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModBspline.grid, sgpp::base::OperationSecondMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModPoly.grid, sgpp::base::OperationSecondMomentModPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPoly.grid, sgpp::base::OperationSecondMomentPolyBoundary.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationQuadratureMC.grid, sgpp::base::HierarchisationSLE.grid, sgpp::combigrid::OperationEvalCombinationGrid.grid, sgpp::combigrid::OperationEvalFullGrid.grid, sgpp::combigrid::OperationUPCombinationGrid.grid, sgpp::combigrid::OperationUPFullGrid.grid, python.controller.CheckpointController.CheckpointController.grid, python.learner.Learner.Learner.grid, python.tools.Matrix.grid, python.uq.dists.SGDEdist.SGDEdist.grid, python.uq.learner.Learner.Learner.grid, python.uq.learner.Regressor.Regressor.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.grid, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.grid, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.grid, sgpp::datadriven::AlgorithmAdaBoostBase.grid, sgpp::datadriven::DMSystemMatrix.grid, sgpp::datadriven::LogDensitySystemMatrix.grid, sgpp::datadriven::PiecewiseConstantSmoothedRegressionSystemMatrix.grid, sgpp::datadriven::SystemMatrixDensityRatioEstimation.grid, sgpp::datadriven::SystemMatrixLeastSquaresIdentity.grid, sgpp::datadriven::LearnerBase.grid, sgpp::datadriven::LearnerSGD.grid, sgpp::datadriven::LearnerSGDE.grid, sgpp::datadriven::LearnerSVM.grid, sgpp::datadriven::RegressionLearner.grid, sgpp::datadriven::SparseGridDensityEstimator.grid, sgpp::datadriven::RosenblattTransformation.grid, sgpp::datadriven::ModelFittingBaseSingleGrid.grid, sgpp::datadriven::MultipleEvalHPX::LocalityMultiplier.grid, sgpp::datadriven::OperationCovariance.grid, sgpp::datadriven::OperationDensityConditional.grid, sgpp::datadriven::OperationDensityMarginalize.grid, sgpp::datadriven::OperationDensityMargTo1D.grid, sgpp::datadriven::OperationDensityRejectionSamplingLinear.grid, sgpp::datadriven::OperationDensitySampling1DLinear.grid, sgpp::datadriven::OperationDensitySamplingLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationLinear.grid, sgpp::datadriven::OperationRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPoly.grid, sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::DataMatrixDistributed.grid, sgpp::datadriven::DataVectorDistributed.grid, sgpp::optimization::ASInterpolantScalarFunction.grid, sgpp::optimization::ASInterpolantScalarFunctionGradient.grid, sgpp::optimization::SplineResponseSurface.grid, sgpp::optimization::SplineResponseSurfaceVector.grid, sgpp::optimization::IterativeGridGenerator.grid, sgpp::optimization::OperationMultipleHierarchisationBspline.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinear.grid, sgpp::optimization::OperationMultipleHierarchisationLinearBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtisBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationModBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationModFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModLinear.grid, sgpp::optimization::OperationMultipleHierarchisationModNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationModWeaklyFundamentalNakSpline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineExtended.grid, sgpp::optimization::OperationMultipleHierarchisationNaturalBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationWaveletBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalSplineBoundary.grid, sgpp::pde::OperationLaplaceBspline.grid, sgpp::pde::OperationLaplaceBsplineBoundary.grid, sgpp::pde::OperationLaplaceBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModBspline.grid, sgpp::pde::OperationLaplaceModBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModPoly.grid, sgpp::pde::OperationLaplaceModPolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePoly.grid, sgpp::pde::OperationLaplacePolyBoundary.grid, sgpp::pde::OperationLaplacePolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePolyClenshawCurtisBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBspline.grid, sgpp::pde::OperationMatrixLTwoDotBsplineBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModBspline.grid, sgpp::pde::OperationMatrixLTwoDotModBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModLinear.grid, sgpp::pde::OperationMatrixLTwoDotModPoly.grid, sgpp::pde::OperationMatrixLTwoDotModPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPoly.grid, sgpp::pde::OperationMatrixLTwoDotPolyBoundary.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtisBoundary.grid, sgpp::quadrature::OperationQuadratureMCAdvanced.grid, 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.controller.CheckpointController.CheckpointController.learner, python.uq.dists.SGDEdist.SGDEdist.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.learner, python.controller.CheckpointController.CheckpointController.saveGrid(), python.controller.CheckpointController.CheckpointController.saveLearnedKnowledge(), and python.controller.CheckpointController.CheckpointController.title.

◆ handleLearningEvent()

python.controller.CheckpointController.CheckpointController.handleLearningEvent (   self,
  subject,
  status 
)

References python.controller.CheckpointController.CheckpointController.interval, python.controller.CheckpointController.CheckpointController.saveAll(), and python.controller.CheckpointController.CheckpointController.setLearner().

◆ loadAll()

python.controller.CheckpointController.CheckpointController.loadAll (   self,
  iteration 
)

Loads the Learner object with corresponding Grid and LearnedKnowledge.

Parameters
iterationInteger iteration number.
Returns
the Learner object.

References python.controller.CheckpointController.CheckpointController.__getCOperatorType(), python.controller.CheckpointController.CheckpointController.__getLearnerEventControllers(), python.controller.CheckpointController.CheckpointController.__getSolverEventControllers(), python.controller.CheckpointController.CheckpointController.__loadLearner(), sgpp::base::InterpolantScalarFunction.grid, sgpp::base::InterpolantScalarFunctionGradient.grid, sgpp::base::InterpolantScalarFunctionHessian.grid, sgpp::base::InterpolantVectorFunction.grid, sgpp::base::InterpolantVectorFunctionGradient.grid, sgpp::base::InterpolantVectorFunctionHessian.grid, sgpp::base::ForwardSelectorRefinementIndicator.grid, sgpp::base::ImpurityRefinementIndicator.grid, sgpp::base::DehierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::DehierarchisationFundamentalSpline.grid, sgpp::base::DehierarchisationFundamentalSplineBoundary.grid, sgpp::base::DehierarchisationModFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::HierarchisationFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalSplineBoundary.grid, sgpp::base::HierarchisationModFundamentalSpline.grid, sgpp::base::OperationArbitraryBoundaryHierarchisation.grid, sgpp::base::OperationFirstMomentBspline.grid, sgpp::base::OperationFirstMomentBsplineBoundary.grid, sgpp::base::OperationFirstMomentBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModBspline.grid, sgpp::base::OperationFirstMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModPoly.grid, sgpp::base::OperationFirstMomentModPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPoly.grid, sgpp::base::OperationFirstMomentPolyBoundary.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationHierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::OperationHierarchisationFundamentalSpline.grid, sgpp::base::OperationHierarchisationFundamentalSplineBoundary.grid, sgpp::base::OperationHierarchisationModFundamentalSpline.grid, sgpp::base::OperationMultipleEval.grid, sgpp::base::OperationSecondMomentBspline.grid, sgpp::base::OperationSecondMomentBsplineBoundary.grid, sgpp::base::OperationSecondMomentBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModBspline.grid, sgpp::base::OperationSecondMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModPoly.grid, sgpp::base::OperationSecondMomentModPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPoly.grid, sgpp::base::OperationSecondMomentPolyBoundary.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationQuadratureMC.grid, sgpp::base::HierarchisationSLE.grid, sgpp::combigrid::OperationEvalCombinationGrid.grid, sgpp::combigrid::OperationEvalFullGrid.grid, sgpp::combigrid::OperationUPCombinationGrid.grid, sgpp::combigrid::OperationUPFullGrid.grid, python.controller.CheckpointController.CheckpointController.grid, python.learner.Learner.Learner.grid, python.tools.Matrix.grid, python.uq.dists.SGDEdist.SGDEdist.grid, python.uq.learner.Learner.Learner.grid, python.uq.learner.Regressor.Regressor.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.grid, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.grid, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.grid, sgpp::datadriven::AlgorithmAdaBoostBase.grid, sgpp::datadriven::DMSystemMatrix.grid, sgpp::datadriven::LogDensitySystemMatrix.grid, sgpp::datadriven::PiecewiseConstantSmoothedRegressionSystemMatrix.grid, sgpp::datadriven::SystemMatrixDensityRatioEstimation.grid, sgpp::datadriven::SystemMatrixLeastSquaresIdentity.grid, sgpp::datadriven::LearnerBase.grid, sgpp::datadriven::LearnerSGD.grid, sgpp::datadriven::LearnerSGDE.grid, sgpp::datadriven::LearnerSVM.grid, sgpp::datadriven::RegressionLearner.grid, sgpp::datadriven::SparseGridDensityEstimator.grid, sgpp::datadriven::RosenblattTransformation.grid, sgpp::datadriven::ModelFittingBaseSingleGrid.grid, sgpp::datadriven::MultipleEvalHPX::LocalityMultiplier.grid, sgpp::datadriven::OperationCovariance.grid, sgpp::datadriven::OperationDensityConditional.grid, sgpp::datadriven::OperationDensityMarginalize.grid, sgpp::datadriven::OperationDensityMargTo1D.grid, sgpp::datadriven::OperationDensityRejectionSamplingLinear.grid, sgpp::datadriven::OperationDensitySampling1DLinear.grid, sgpp::datadriven::OperationDensitySamplingLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationLinear.grid, sgpp::datadriven::OperationRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPoly.grid, sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::DataMatrixDistributed.grid, sgpp::datadriven::DataVectorDistributed.grid, sgpp::optimization::ASInterpolantScalarFunction.grid, sgpp::optimization::ASInterpolantScalarFunctionGradient.grid, sgpp::optimization::SplineResponseSurface.grid, sgpp::optimization::SplineResponseSurfaceVector.grid, sgpp::optimization::IterativeGridGenerator.grid, sgpp::optimization::OperationMultipleHierarchisationBspline.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinear.grid, sgpp::optimization::OperationMultipleHierarchisationLinearBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtisBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationModBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationModFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModLinear.grid, sgpp::optimization::OperationMultipleHierarchisationModNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationModWeaklyFundamentalNakSpline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineExtended.grid, sgpp::optimization::OperationMultipleHierarchisationNaturalBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationWaveletBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalSplineBoundary.grid, sgpp::pde::OperationLaplaceBspline.grid, sgpp::pde::OperationLaplaceBsplineBoundary.grid, sgpp::pde::OperationLaplaceBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModBspline.grid, sgpp::pde::OperationLaplaceModBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModPoly.grid, sgpp::pde::OperationLaplaceModPolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePoly.grid, sgpp::pde::OperationLaplacePolyBoundary.grid, sgpp::pde::OperationLaplacePolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePolyClenshawCurtisBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBspline.grid, sgpp::pde::OperationMatrixLTwoDotBsplineBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModBspline.grid, sgpp::pde::OperationMatrixLTwoDotModBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModLinear.grid, sgpp::pde::OperationMatrixLTwoDotModPoly.grid, sgpp::pde::OperationMatrixLTwoDotModPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPoly.grid, sgpp::pde::OperationMatrixLTwoDotPolyBoundary.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtisBoundary.grid, sgpp::quadrature::OperationQuadratureMCAdvanced.grid, 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.controller.CheckpointController.CheckpointController.learner, python.uq.dists.SGDEdist.SGDEdist.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.learner, python.controller.CheckpointController.CheckpointController.loadGrid(), python.controller.CheckpointController.CheckpointController.loadLearnedKnowledge(), python.controller.CheckpointController.CheckpointController.setGrid(), and python.controller.CheckpointController.CheckpointController.setLearnedKnowledge().

◆ loadGrid()

python.controller.CheckpointController.CheckpointController.loadGrid (   self,
  iteration 
)

Loads sg.Grid from the checkpoint of given iteration.

Parameters
iterationinteger iteration number
Returns
Grid object

References python.controller.CheckpointController.CheckpointController.composeName().

Referenced by python.controller.CheckpointController.CheckpointController.loadAll().

◆ loadLearnedKnowledge()

python.controller.CheckpointController.CheckpointController.loadLearnedKnowledge (   self,
  iteration 
)

Loads knowledge from the checkpoint of given iteration.

Parameters
iterationinteger iteration number
Returns
LearnedKnowledge object

References python.controller.CheckpointController.CheckpointController.composeName().

Referenced by python.controller.CheckpointController.CheckpointController.loadAll().

◆ saveAll()

python.controller.CheckpointController.CheckpointController.saveAll (   self,
  iteration 
)

Saves current Grid, LearnedKnowledge and Learner objects.

Parameters
iterationInteger iteration number.

References python.controller.CheckpointController.CheckpointController.saveGrid(), python.controller.CheckpointController.CheckpointController.saveLearnedKnowledge(), and python.controller.CheckpointController.CheckpointController.saveLearner().

Referenced by python.controller.CheckpointController.CheckpointController.handleLearningEvent().

◆ saveGrid()

python.controller.CheckpointController.CheckpointController.saveGrid (   self,
  iteration 
)

Saves current Grid to the checkpoint with given iteration.

Parameters
iterationinteger iteration number

References python.controller.CheckpointController.CheckpointController.composeName(), sgpp::base::InterpolantScalarFunction.grid, sgpp::base::InterpolantScalarFunctionGradient.grid, sgpp::base::InterpolantScalarFunctionHessian.grid, sgpp::base::InterpolantVectorFunction.grid, sgpp::base::InterpolantVectorFunctionGradient.grid, sgpp::base::InterpolantVectorFunctionHessian.grid, sgpp::base::ForwardSelectorRefinementIndicator.grid, sgpp::base::ImpurityRefinementIndicator.grid, sgpp::base::DehierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::DehierarchisationFundamentalSpline.grid, sgpp::base::DehierarchisationFundamentalSplineBoundary.grid, sgpp::base::DehierarchisationModFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::HierarchisationFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalSplineBoundary.grid, sgpp::base::HierarchisationModFundamentalSpline.grid, sgpp::base::OperationArbitraryBoundaryHierarchisation.grid, sgpp::base::OperationFirstMomentBspline.grid, sgpp::base::OperationFirstMomentBsplineBoundary.grid, sgpp::base::OperationFirstMomentBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModBspline.grid, sgpp::base::OperationFirstMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModPoly.grid, sgpp::base::OperationFirstMomentModPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPoly.grid, sgpp::base::OperationFirstMomentPolyBoundary.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationHierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::OperationHierarchisationFundamentalSpline.grid, sgpp::base::OperationHierarchisationFundamentalSplineBoundary.grid, sgpp::base::OperationHierarchisationModFundamentalSpline.grid, sgpp::base::OperationMultipleEval.grid, sgpp::base::OperationSecondMomentBspline.grid, sgpp::base::OperationSecondMomentBsplineBoundary.grid, sgpp::base::OperationSecondMomentBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModBspline.grid, sgpp::base::OperationSecondMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModPoly.grid, sgpp::base::OperationSecondMomentModPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPoly.grid, sgpp::base::OperationSecondMomentPolyBoundary.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationQuadratureMC.grid, sgpp::base::HierarchisationSLE.grid, sgpp::combigrid::OperationEvalCombinationGrid.grid, sgpp::combigrid::OperationEvalFullGrid.grid, sgpp::combigrid::OperationUPCombinationGrid.grid, sgpp::combigrid::OperationUPFullGrid.grid, python.controller.CheckpointController.CheckpointController.grid, python.learner.Learner.Learner.grid, python.tools.Matrix.grid, python.uq.dists.SGDEdist.SGDEdist.grid, python.uq.learner.Learner.Learner.grid, python.uq.learner.Regressor.Regressor.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.grid, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.grid, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.grid, sgpp::datadriven::AlgorithmAdaBoostBase.grid, sgpp::datadriven::DMSystemMatrix.grid, sgpp::datadriven::LogDensitySystemMatrix.grid, sgpp::datadriven::PiecewiseConstantSmoothedRegressionSystemMatrix.grid, sgpp::datadriven::SystemMatrixDensityRatioEstimation.grid, sgpp::datadriven::SystemMatrixLeastSquaresIdentity.grid, sgpp::datadriven::LearnerBase.grid, sgpp::datadriven::LearnerSGD.grid, sgpp::datadriven::LearnerSGDE.grid, sgpp::datadriven::LearnerSVM.grid, sgpp::datadriven::RegressionLearner.grid, sgpp::datadriven::SparseGridDensityEstimator.grid, sgpp::datadriven::RosenblattTransformation.grid, sgpp::datadriven::ModelFittingBaseSingleGrid.grid, sgpp::datadriven::MultipleEvalHPX::LocalityMultiplier.grid, sgpp::datadriven::OperationCovariance.grid, sgpp::datadriven::OperationDensityConditional.grid, sgpp::datadriven::OperationDensityMarginalize.grid, sgpp::datadriven::OperationDensityMargTo1D.grid, sgpp::datadriven::OperationDensityRejectionSamplingLinear.grid, sgpp::datadriven::OperationDensitySampling1DLinear.grid, sgpp::datadriven::OperationDensitySamplingLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationLinear.grid, sgpp::datadriven::OperationRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPoly.grid, sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::DataMatrixDistributed.grid, sgpp::datadriven::DataVectorDistributed.grid, sgpp::optimization::ASInterpolantScalarFunction.grid, sgpp::optimization::ASInterpolantScalarFunctionGradient.grid, sgpp::optimization::SplineResponseSurface.grid, sgpp::optimization::SplineResponseSurfaceVector.grid, sgpp::optimization::IterativeGridGenerator.grid, sgpp::optimization::OperationMultipleHierarchisationBspline.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinear.grid, sgpp::optimization::OperationMultipleHierarchisationLinearBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtisBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationModBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationModFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModLinear.grid, sgpp::optimization::OperationMultipleHierarchisationModNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationModWeaklyFundamentalNakSpline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineExtended.grid, sgpp::optimization::OperationMultipleHierarchisationNaturalBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationWaveletBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalSplineBoundary.grid, sgpp::pde::OperationLaplaceBspline.grid, sgpp::pde::OperationLaplaceBsplineBoundary.grid, sgpp::pde::OperationLaplaceBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModBspline.grid, sgpp::pde::OperationLaplaceModBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModPoly.grid, sgpp::pde::OperationLaplaceModPolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePoly.grid, sgpp::pde::OperationLaplacePolyBoundary.grid, sgpp::pde::OperationLaplacePolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePolyClenshawCurtisBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBspline.grid, sgpp::pde::OperationMatrixLTwoDotBsplineBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModBspline.grid, sgpp::pde::OperationMatrixLTwoDotModBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModLinear.grid, sgpp::pde::OperationMatrixLTwoDotModPoly.grid, sgpp::pde::OperationMatrixLTwoDotModPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPoly.grid, sgpp::pde::OperationMatrixLTwoDotPolyBoundary.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtisBoundary.grid, and sgpp::quadrature::OperationQuadratureMCAdvanced.grid.

Referenced by python.controller.CheckpointController.CheckpointController.generateFoldValidationJob(), and python.controller.CheckpointController.CheckpointController.saveAll().

◆ saveLearnedKnowledge()

python.controller.CheckpointController.CheckpointController.saveLearnedKnowledge (   self,
  iteration 
)

Saves current LearnedKnowldge object to the checkpoint with given iteration.

Parameters
iterationinteger iteration number

References python.controller.CheckpointController.CheckpointController.composeName(), 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.

Referenced by python.controller.CheckpointController.CheckpointController.generateFoldValidationJob(), and python.controller.CheckpointController.CheckpointController.saveAll().

◆ saveLearner()

python.controller.CheckpointController.CheckpointController.saveLearner (   self,
  iteration 
)

Saves the current Learner object to the checkpoint with given iteration.

Parameters
iterationinteger iteration number

References python.controller.CheckpointController.CheckpointController.composeName(), python.controller.CheckpointController.CheckpointController.fold, python.controller.CheckpointController.CheckpointController.learner, python.uq.dists.SGDEdist.SGDEdist.learner, and python.uq.manager.ASGCUQManager.ASGCUQManager.learner.

Referenced by python.controller.CheckpointController.CheckpointController.saveAll().

◆ setGrid()

python.controller.CheckpointController.CheckpointController.setGrid (   self,
  grid 
)

Setter for the current Grid object.

Parameters
gridThe Grid object.

References sgpp::base::InterpolantScalarFunction.grid, sgpp::base::InterpolantScalarFunctionGradient.grid, sgpp::base::InterpolantScalarFunctionHessian.grid, sgpp::base::InterpolantVectorFunction.grid, sgpp::base::InterpolantVectorFunctionGradient.grid, sgpp::base::InterpolantVectorFunctionHessian.grid, sgpp::base::ForwardSelectorRefinementIndicator.grid, sgpp::base::ImpurityRefinementIndicator.grid, sgpp::base::DehierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::DehierarchisationFundamentalSpline.grid, sgpp::base::DehierarchisationFundamentalSplineBoundary.grid, sgpp::base::DehierarchisationModFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::HierarchisationFundamentalSpline.grid, sgpp::base::HierarchisationFundamentalSplineBoundary.grid, sgpp::base::HierarchisationModFundamentalSpline.grid, sgpp::base::OperationArbitraryBoundaryHierarchisation.grid, sgpp::base::OperationFirstMomentBspline.grid, sgpp::base::OperationFirstMomentBsplineBoundary.grid, sgpp::base::OperationFirstMomentBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModBspline.grid, sgpp::base::OperationFirstMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationFirstMomentModPoly.grid, sgpp::base::OperationFirstMomentModPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPoly.grid, sgpp::base::OperationFirstMomentPolyBoundary.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtis.grid, sgpp::base::OperationFirstMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationHierarchisationFundamentalNakSplineBoundary.grid, sgpp::base::OperationHierarchisationFundamentalSpline.grid, sgpp::base::OperationHierarchisationFundamentalSplineBoundary.grid, sgpp::base::OperationHierarchisationModFundamentalSpline.grid, sgpp::base::OperationMultipleEval.grid, sgpp::base::OperationSecondMomentBspline.grid, sgpp::base::OperationSecondMomentBsplineBoundary.grid, sgpp::base::OperationSecondMomentBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModBspline.grid, sgpp::base::OperationSecondMomentModBsplineClenshawCurtis.grid, sgpp::base::OperationSecondMomentModPoly.grid, sgpp::base::OperationSecondMomentModPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPoly.grid, sgpp::base::OperationSecondMomentPolyBoundary.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtis.grid, sgpp::base::OperationSecondMomentPolyClenshawCurtisBoundary.grid, sgpp::base::OperationQuadratureMC.grid, sgpp::base::HierarchisationSLE.grid, sgpp::combigrid::OperationEvalCombinationGrid.grid, sgpp::combigrid::OperationEvalFullGrid.grid, sgpp::combigrid::OperationUPCombinationGrid.grid, sgpp::combigrid::OperationUPFullGrid.grid, python.controller.CheckpointController.CheckpointController.grid, python.learner.Learner.Learner.grid, python.tools.Matrix.grid, python.uq.dists.SGDEdist.SGDEdist.grid, python.uq.learner.Learner.Learner.grid, python.uq.learner.Regressor.Regressor.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.grid, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.grid, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid, python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.grid, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.grid, sgpp::datadriven::AlgorithmAdaBoostBase.grid, sgpp::datadriven::DMSystemMatrix.grid, sgpp::datadriven::LogDensitySystemMatrix.grid, sgpp::datadriven::PiecewiseConstantSmoothedRegressionSystemMatrix.grid, sgpp::datadriven::SystemMatrixDensityRatioEstimation.grid, sgpp::datadriven::SystemMatrixLeastSquaresIdentity.grid, sgpp::datadriven::LearnerBase.grid, sgpp::datadriven::LearnerSGD.grid, sgpp::datadriven::LearnerSGDE.grid, sgpp::datadriven::LearnerSVM.grid, sgpp::datadriven::RegressionLearner.grid, sgpp::datadriven::SparseGridDensityEstimator.grid, sgpp::datadriven::RosenblattTransformation.grid, sgpp::datadriven::ModelFittingBaseSingleGrid.grid, sgpp::datadriven::MultipleEvalHPX::LocalityMultiplier.grid, sgpp::datadriven::OperationCovariance.grid, sgpp::datadriven::OperationDensityConditional.grid, sgpp::datadriven::OperationDensityMarginalize.grid, sgpp::datadriven::OperationDensityMargTo1D.grid, sgpp::datadriven::OperationDensityRejectionSamplingLinear.grid, sgpp::datadriven::OperationDensitySampling1DLinear.grid, sgpp::datadriven::OperationDensitySamplingLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationLinear.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPoly.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationInverseRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DLinear.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBspline.grid, sgpp::datadriven::OperationRosenblattTransformation1DModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPoly.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformation1DPolyClenshawCurtisBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBspline.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationLinear.grid, sgpp::datadriven::OperationRosenblattTransformationModBspline.grid, sgpp::datadriven::OperationRosenblattTransformationModBsplineClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationModPoly.grid, sgpp::datadriven::OperationRosenblattTransformationModPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPoly.grid, sgpp::datadriven::OperationRosenblattTransformationPolyBoundary.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtis.grid, sgpp::datadriven::OperationRosenblattTransformationPolyClenshawCurtisBoundary.grid, sgpp::datadriven::DataMatrixDistributed.grid, sgpp::datadriven::DataVectorDistributed.grid, sgpp::optimization::ASInterpolantScalarFunction.grid, sgpp::optimization::ASInterpolantScalarFunctionGradient.grid, sgpp::optimization::SplineResponseSurface.grid, sgpp::optimization::SplineResponseSurfaceVector.grid, sgpp::optimization::IterativeGridGenerator.grid, sgpp::optimization::OperationMultipleHierarchisationBspline.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationFundamentalSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinear.grid, sgpp::optimization::OperationMultipleHierarchisationLinearBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationLinearClenshawCurtisBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationModBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModBsplineClenshawCurtis.grid, sgpp::optimization::OperationMultipleHierarchisationModFundamentalSpline.grid, sgpp::optimization::OperationMultipleHierarchisationModLinear.grid, sgpp::optimization::OperationMultipleHierarchisationModNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationModWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationModWeaklyFundamentalNakSpline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBspline.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationNakBsplineExtended.grid, sgpp::optimization::OperationMultipleHierarchisationNaturalBsplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWavelet.grid, sgpp::optimization::OperationMultipleHierarchisationWaveletBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalNakSplineBoundary.grid, sgpp::optimization::OperationMultipleHierarchisationWeaklyFundamentalSplineBoundary.grid, sgpp::pde::OperationLaplaceBspline.grid, sgpp::pde::OperationLaplaceBsplineBoundary.grid, sgpp::pde::OperationLaplaceBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModBspline.grid, sgpp::pde::OperationLaplaceModBsplineClenshawCurtis.grid, sgpp::pde::OperationLaplaceModPoly.grid, sgpp::pde::OperationLaplaceModPolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePoly.grid, sgpp::pde::OperationLaplacePolyBoundary.grid, sgpp::pde::OperationLaplacePolyClenshawCurtis.grid, sgpp::pde::OperationLaplacePolyClenshawCurtisBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBspline.grid, sgpp::pde::OperationMatrixLTwoDotBsplineBoundary.grid, sgpp::pde::OperationMatrixLTwoDotBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModBspline.grid, sgpp::pde::OperationMatrixLTwoDotModBsplineClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotModLinear.grid, sgpp::pde::OperationMatrixLTwoDotModPoly.grid, sgpp::pde::OperationMatrixLTwoDotModPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPoly.grid, sgpp::pde::OperationMatrixLTwoDotPolyBoundary.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtis.grid, sgpp::pde::OperationMatrixLTwoDotPolyClenshawCurtisBoundary.grid, and sgpp::quadrature::OperationQuadratureMCAdvanced.grid.

Referenced by python.controller.CheckpointController.CheckpointController.loadAll(), and python.controller.CheckpointController.CheckpointController.setLearner().

◆ setLearnedKnowledge()

python.controller.CheckpointController.CheckpointController.setLearnedKnowledge (   self,
  knowledge 
)

Setter for the current LearnedKnowledge object.

Parameters
knowledgeLearnedKnowledge object

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.

Referenced by python.controller.CheckpointController.CheckpointController.loadAll(), and python.controller.CheckpointController.CheckpointController.setLearner().

◆ setLearner()

python.controller.CheckpointController.CheckpointController.setLearner (   self,
  learner 
)

Setter for current Learner object.

Parameters
learnerThe Learner object

References python.controller.CheckpointController.CheckpointController.learner, python.uq.dists.SGDEdist.SGDEdist.learner, python.uq.manager.ASGCUQManager.ASGCUQManager.learner, sgpp::combigrid::OperationEvalCombinationGrid.setGrid(), sgpp::combigrid::OperationUPCombinationGrid.setGrid(), sgpp::combigrid::OperationEvalFullGrid.setGrid(), sgpp::combigrid::OperationUPFullGrid.setGrid(), sgpp::combigrid::IndexVectorRange.setGrid(), sgpp::pde::PDESolver.setGrid(), python.controller.CheckpointController.CheckpointController.setGrid(), python.learner.Learner.Learner.setGrid(), python.uq.learner.Learner.Learner.setGrid(), python.uq.sampler.asgc.ASGCSampler.ASGCSampler.setGrid(), python.controller.CheckpointController.CheckpointController.setLearnedKnowledge(), python.learner.Learner.Learner.setLearnedKnowledge(), and python.uq.learner.Learner.Learner.setLearnedKnowledge().

Referenced by python.controller.CheckpointController.CheckpointController.handleLearningEvent().

Member Data Documentation

◆ fold

python.controller.CheckpointController.CheckpointController.fold = None
static

Fold number if cross-validation is used.

Referenced by python.controller.CheckpointController.CheckpointController.__init__(), python.controller.CheckpointController.CheckpointController.composeName(), python.controller.CheckpointController.CheckpointController.generateFoldValidationJob(), and python.controller.CheckpointController.CheckpointController.saveLearner().

◆ grid

python.controller.CheckpointController.CheckpointController.grid = None
static

Reference to the Grid object.

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.learner.Learner.Learner.applyData(), python.tools.Matrix.ApplyMatrix(), python.uq.dists.SGDEdist.SGDEdist.cdf(), python.uq.learner.Interpolant.Interpolant.doLearningIteration(), python.learner.Learner.Learner.doLearningIteration(), python.learner.Classifier.Classifier.evalError(), python.uq.learner.Interpolant.Interpolant.evalError(), python.tools.Matrix.generateb(), python.controller.CheckpointController.CheckpointController.generateFoldValidationJob(), python.uq.learner.SimulationLearner.SimulationLearner.getCollocationNodes(), python.uq.learner.SimulationLearner.SimulationLearner.getGrid(), python.uq.learner.SimulationLearner.SimulationLearner.getLearner(), python.learner.Learner.Learner.learnData(), python.learner.Learner.Learner.learnDataWithFolding(), python.uq.learner.Regressor.Regressor.learnDataWithFolding(), python.learner.Learner.Learner.learnDataWithTest(), python.uq.learner.Regressor.Regressor.learnDataWithTest(), python.controller.CheckpointController.CheckpointController.loadAll(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), python.uq.dists.SGDEdist.SGDEdist.mean(), python.uq.dists.SGDEdist.SGDEdist.pdf(), python.uq.dists.SGDEdist.SGDEdist.ppf(), python.learner.Classifier.Classifier.refineGrid(), python.learner.Regressor.Regressor.refineGrid(), python.uq.learner.Regressor.Regressor.refineGrid(), python.uq.learner.SimulationLearner.SimulationLearner.refineGrid(), python.controller.CheckpointController.CheckpointController.saveGrid(), python.controller.CheckpointController.CheckpointController.setGrid(), python.learner.Learner.Learner.setGrid(), python.uq.learner.Learner.Learner.setGrid(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.split(), python.uq.dists.SGDEdist.SGDEdist.toJson(), and python.uq.dists.SGDEdist.SGDEdist.var().

◆ interval

python.controller.CheckpointController.CheckpointController.interval = None
static

Interval, which determines how often checkpoints should be set.

Referenced by python.controller.CheckpointController.CheckpointController.__init__(), and python.controller.CheckpointController.CheckpointController.handleLearningEvent().

◆ knowledge

python.controller.CheckpointController.CheckpointController.knowledge = None
static

Reference to the LearnedKnowledge object.

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().

◆ lastIteration

python.controller.CheckpointController.CheckpointController.lastIteration = None
static

Number of the last iteration.

◆ learner

python.controller.CheckpointController.CheckpointController.learner = None
static

Reference to the Learner object.

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().

◆ path

python.controller.CheckpointController.CheckpointController.path = None
static

Path to the checkpoint files.

Referenced by python.controller.CheckpointController.CheckpointController.__init__(), and python.controller.CheckpointController.CheckpointController.composeName().

◆ title

python.controller.CheckpointController.CheckpointController.title = None
static

Checkpoint title.

Referenced by python.controller.CheckpointController.CheckpointController.__init__(), python.controller.CheckpointController.CheckpointController.composeName(), and python.controller.CheckpointController.CheckpointController.generateFoldValidationJob().

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