python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates Class Reference

Inheritance diagram for python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates:

Public Member Functions
	__init__ (self, grid)
	computeAnisotropicFullGrid (self, levels, indices, localFullGridLevels)
	computeCandidates (self, sortedOverlap, localFullGridLevels, grid, alpha)
	estimateCosts (self, overlap, grid)
	findCandidates (self, grid, alpha, addedGridPoints)
	findIntersection (self, gpi, gpj)
	findIntersections (self, gpsi, gpsj, grid, alpha)
	findIntersectionsOfOverlappingSuppportsForOneGridPoint (self, i, gpi, gpsj, overlap, grid, alpha)
	findNodesWithNegativeCoefficients (self, grid, alpha)
	getLocalFullGridLevel (self, levels, indices, grid)
	getLocalMaxLevel (self, dup, levels, indices, grid)
	getMaxLevelOfChildrenUpToMaxLevel (self, gp, grid, idim)
	plotDebug (self, grid, alpha, candidates, gpi, gpj, ans)

Public Attributes
	A0
	candidates
	costs
	globalGrids
	grid
	gs
	iteration
	maxLevel
	newCandidates
	numDims
	plot
	verbose

Constructor & Destructor Documentation

__init__()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.__init__	(		self,
			grid
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.__init__().

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.__init__().

Member Function Documentation

computeAnisotropicFullGrid()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid	(		self,
			levels,
			indices,
			localFullGridLevels
	)

References python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.globalGrids, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.globalGrids, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.numDims.

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates().

computeCandidates()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates	(		self,
			sortedOverlap,
			localFullGridLevels,
			grid,
			alpha
	)

References python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.computeAnisotropicFullGrid(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.plot, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plot, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.plotDebug(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plotDebug(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.plotDebug().

estimateCosts()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.estimateCosts	(		self,
			overlap,
			grid
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalFullGridLevel().

findCandidates()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findCandidates	(		self,
			grid,
			alpha,
			addedGridPoints
	)

Referenced by python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.addFullGridPoints(), and python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.hasMoreCandidates().

findIntersection()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersection	(		self,
			gpi,
			gpj
	)

Referenced by python.uq.operations.forcePositivity.findIntersectionsSubspaceBased.IntersectionSubspaceCandidates.findIntersections(), python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.findIntersections(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.plotDebugIntersections().

findIntersections()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersections	(		self,
			gpsi,
			gpsj,
			grid,
			alpha
	)

References python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), and python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint().

findIntersectionsOfOverlappingSuppportsForOneGridPoint()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint	(		self,
			i,
			gpi,
			gpsj,
			overlap,
			grid,
			alpha
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersection(), python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.findIntersection(), python.uq.operations.forcePositivity.findIntersectionsSubspaceBased.IntersectionSubspaceCandidates.findIntersection(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.plot, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plot, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.plotDebug(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plotDebug(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.plotDebug().

Referenced by python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findIntersections(), and python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersections().

findNodesWithNegativeCoefficients()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findNodesWithNegativeCoefficients	(		self,
			grid,
			alpha
	)

getLocalFullGridLevel()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel	(		self,
			levels,
			indices,
			grid
	)

References python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalMaxLevel(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.numDims.

Referenced by python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.estimateCosts(), and python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.estimateCosts().

getLocalMaxLevel()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel	(		self,
			dup,
			levels,
			indices,
			grid
	)

References python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getMaxLevelOfChildrenUpToMaxLevel(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getMaxLevelOfChildrenUpToMaxLevel(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.numDims.

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel().

getMaxLevelOfChildrenUpToMaxLevel()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getMaxLevelOfChildrenUpToMaxLevel	(		self,
			gp,
			grid,
			idim
	)

References sgpp::base::ClenshawCurtisTable.maxLevel, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.maxLevel, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.maxLevel, python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.maxLevel, python.uq.refinement.AdmissibleSet.AdmissibleSetGenerator.maxLevel, python.uq.refinement.AdmissibleSet.RefinableNodesSet.maxLevel, python.uq.refinement.AdmissibleSet.AdmissibleSparseGridNodeSet.maxLevel, sgpp::datadriven::OperationMultipleEvalSubspaceCombined.maxLevel, sgpp::datadriven::OperationMultipleEvalSubspaceSimple.maxLevel, sgpp::datadriven::OperationMakePositive.maxLevel, sgpp::datadriven::OperationMakePositiveCandidateSetAlgorithm.maxLevel, and sgpp::optimization::IterativeGridGeneratorRitterNovak.maxLevel.

Referenced by python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalFullGridLevel(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalMaxLevel(), and python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel().

plotDebug()

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plotDebug	(		self,
			grid,
			alpha,
			candidates,
			gpi,
			gpj,
			ans
	)

Referenced by python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.computeCandidates(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates(), and python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint().

Member Data Documentation

A0

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.A0

candidates

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.candidates

Referenced by python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.hasMoreCandidates(), python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.nextCandidateSet(), and python.uq.refinement.RefinementManager.RefinementManager.refineGrid().

costs

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.costs

Referenced by python.uq.operations.forcePositivity.searchNextLevel.SearchLevelWiseForCandidates.getAllChildrenNodesUpToMaxLevel(), and python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.nextCandidateSet().

globalGrids

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.globalGrids

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid().

grid

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid

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().

gs

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.gs

iteration

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.iteration

Referenced by python.learner.Learner.Learner.__init__(), python.uq.learner.Learner.Learner.__init__(), python.learner.Learner.Learner.fromJson(), python.uq.learner.Learner.Learner.fromJson(), python.learner.Learner.Learner.getCurrentIterationNumber(), python.uq.learner.Learner.Learner.getCurrentIterationNumber(), python.uq.operations.forcePositivity.findCandidateSet.CandidateSet.hasMoreCandidates(), python.learner.Learner.Learner.learnData(), python.learner.Learner.Learner.learnDataWithTest(), python.uq.learner.Interpolant.Interpolant.learnDataWithTest(), python.uq.learner.SimulationLearner.SimulationLearner.refineGrid(), python.learner.Learner.Learner.setCurrentIterationNumber(), and python.uq.learner.Learner.Learner.setCurrentIterationNumber().

maxLevel

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.maxLevel

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getMaxLevelOfChildrenUpToMaxLevel(), python.uq.refinement.AdmissibleSet.AdmissibleSetGenerator.insertPoint(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive().

newCandidates

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.newCandidates

numDims

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.computeCandidates(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.computeGlobalFullGrid(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findInnerIntersection(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findOuterIntersection(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalFullGridLevel(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalMaxLevel(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.normal(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.splitFullGrids(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.splitLocalFullGrids(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.transformToReferenceGrid(), and python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.uniform().

plot

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plot

Referenced by python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.computeCandidates(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalFullGridLevel().

verbose

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.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().

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

• datadriven/python/uq/operations/forcePositivity/localHierarchicalIntersectionSearch.py