python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor Class Reference

Grid Descriptor helps to implement fluid interface patter on python it encapsulates functionality concerning creation of the grid. More...

Inheritance diagram for python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor:

Public Member Functions
	__getattr__ (self, attr)
	Overrides built-in method if method called is not a object method of this Descriptor, most probably it's a method of LearnerBuilder so it tries to call the method from our builder.
	__init__ (self, builder)
	Constructor.
	fromFile (self, filename)
	Indicates that grid should be restored from file.
	withBorder (self, type)
	Defines the border type of the grid.
	withCliques (self, cliqueSize)
	Creates a special kind of grid where every cliqueSize dimensions are complitely interconnected (building a clique in a corresponding graphical model), while the connection between cliques exist only over the level 1 functions.
	withLevel (self, level)
	Defines the level of the grid.
	withPolynomialBase (self, deg)
	Defines the polynomial base of the grid.

Detailed Description

Grid Descriptor helps to implement fluid interface patter on python it encapsulates functionality concerning creation of the grid.

Constructor & Destructor Documentation

__init__()

python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__init__	(		self,
			builder
	)

Constructor.

Parameters

builder

LearnerBuilder which creates this Descriptor

References python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__border, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.StopPolicyDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.SpecificationDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.CGSolverDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.FoldingDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__cliqueSize, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__deg, python.uq.estimators.MarginalIntegralStrategy.MarginalIntegralStrategy.__deg, python.uq.learner.builder.GridDescriptor.GridDescriptor.__deg, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__dim, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__dim, python.uq.dists.Corr.Corr.__dim, python.uq.dists.DataDist.DataDist.__dim, python.uq.dists.J.J.__dim, python.uq.dists.MultivariateNormal.MultivariateNormal.__dim, python.uq.learner.builder.GridDescriptor.GridDescriptor.__dim, python.uq.parameters.ParameterSet.ParameterSet.__dim, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__file, python.uq.learner.builder.GridDescriptor.GridDescriptor.__file, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__level, python.learner.LearnerBuilder.LearnerBuilder.FoldingDescriptor.__level, and python.learner.LearnerBuilder.LearnerBuilder.getLearner().

Member Function Documentation

__getattr__()

python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__getattr__	(		self,
			attr
	)

Overrides built-in method if method called is not a object method of this Descriptor, most probably it's a method of LearnerBuilder so it tries to call the method from our builder.

Parameters

attr	String for method name

Returns

: Method calling in LearnerBuilder

References python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__border, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.StopPolicyDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.SpecificationDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.CGSolverDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.FoldingDescriptor.__builder, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__cliqueSize, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__deg, python.uq.estimators.MarginalIntegralStrategy.MarginalIntegralStrategy.__deg, python.uq.learner.builder.GridDescriptor.GridDescriptor.__deg, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__dim, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__dim, python.uq.dists.Corr.Corr.__dim, python.uq.dists.DataDist.DataDist.__dim, python.uq.dists.J.J.__dim, python.uq.dists.MultivariateNormal.MultivariateNormal.__dim, python.uq.learner.builder.GridDescriptor.GridDescriptor.__dim, python.uq.parameters.ParameterSet.ParameterSet.__dim, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__file, python.uq.learner.builder.GridDescriptor.GridDescriptor.__file, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__level, python.learner.LearnerBuilder.LearnerBuilder.FoldingDescriptor.__level, and python.learner.LearnerBuilder.LearnerBuilder.getLearner().

fromFile()

python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.fromFile	(		self,
			filename
	)

Indicates that grid should be restored from file.

Parameters

filename

String name of file the grid should be restored from

Returns

: GridDescriptor itself

References python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__file, and python.uq.learner.builder.GridDescriptor.GridDescriptor.__file.

withBorder()

python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.withBorder	(		self,
			type
	)

Defines the border type of the grid.

Parameters

type	border type as defin.datadriven.learner.Types.BorderTypes

Returns

: GridDescriptor itself

References python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__border.

withCliques()

python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.withCliques	(		self,
			cliqueSize
	)

Creates a special kind of grid where every cliqueSize dimensions are complitely interconnected (building a clique in a corresponding graphical model), while the connection between cliques exist only over the level 1 functions.

Parameters

cliqueSize

the number of dimensions in a clique

Returns

: GridDescriptor itself

References python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__cliqueSize, python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__dim, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__dim, python.uq.dists.Corr.Corr.__dim, python.uq.dists.DataDist.DataDist.__dim, python.uq.dists.J.J.__dim, python.uq.dists.MultivariateNormal.MultivariateNormal.__dim, python.uq.learner.builder.GridDescriptor.GridDescriptor.__dim, and python.uq.parameters.ParameterSet.ParameterSet.__dim.

withLevel()

python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.withLevel	(		self,
			level
	)

Defines the level of the grid.

Parameters

level

level as integer

Returns

: GridDescriptor itself

References python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__level, and python.learner.LearnerBuilder.LearnerBuilder.FoldingDescriptor.__level.

withPolynomialBase()

python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.withPolynomialBase	(		self,
			deg
	)

Defines the polynomial base of the grid.

Parameters

deg	degree of polynomial base as integer

Returns

: GridDescriptor itself

References python.learner.LearnerBuilder.LearnerBuilder.GridDescriptor.__deg, python.uq.estimators.MarginalIntegralStrategy.MarginalIntegralStrategy.__deg, and python.uq.learner.builder.GridDescriptor.GridDescriptor.__deg.

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

• datadriven/python/learner/LearnerBuilder.py