KarhunenLoeveProjection

class KarhunenLoeveProjection(*args)

Function dedicated to the projection of fields on a Karhunen Loeve basis.

Parameters:
KLResultKarhunenLoeveResult

The result structure created by a KarhunenLoeveAlgorithm

Notes

The class KarhunenLoeveProjection is a specific function FieldToPointFunction dedicated to the projection of fields on a Karhunen Loeve basis.

See the documentation of KarhunenLoeveResult to get information on the projection function.

The function acts on Fields or ProcessSample associated to a Mesh with an input dimension equal to n.

Attributes:
thisown

The membership flag

Methods

__call__(*args) Call self as a function.
getCallsNumber() Get the number of calls of the function.
getClassName() Accessor to the object’s name.
getId() Accessor to the object’s id.
getInputDescription() Get the description of the input field values.
getInputDimension() Get the dimension of the input field values.
getInputMesh() Get the mesh associated to the input domain.
getMarginal(*args) Get the marginal(s) at given indice(s).
getName() Accessor to the object’s name.
getOutputDescription() Get the description of the output vector.
getOutputDimension() Get the dimension of the output vector.
getShadowedId() Accessor to the object’s shadowed id.
getVisibility() Accessor to the object’s visibility state.
hasName() Test if the object is named.
hasVisibleName() Test if the object has a distinguishable name.
setInputDescription(inputDescription) Set the description of the input field values.
setName(name) Accessor to the object’s name.
setOutputDescription(outputDescription) Set the description of the output vector.
setShadowedId(id) Accessor to the object’s shadowed id.
setVisibility(visible) Accessor to the object’s visibility state.
__init__(*args)

Initialize self. See help(type(self)) for accurate signature.

getCallsNumber()

Get the number of calls of the function.

Returns:
callsNumberint

Counts the number of times the function has been called since its creation.

getClassName()

Accessor to the object’s name.

Returns:
class_namestr

The object class name (object.__class__.__name__).

getId()

Accessor to the object’s id.

Returns:
idint

Internal unique identifier.

getInputDescription()

Get the description of the input field values.

Returns:
inputDescriptionDescription

Description of the input field values.

getInputDimension()

Get the dimension of the input field values.

Returns:
dint

Dimension d of the input field values.

getInputMesh()

Get the mesh associated to the input domain.

Returns:
inputMeshMesh

The input mesh \cM_{N'}.

getMarginal(*args)

Get the marginal(s) at given indice(s).

Parameters:
iint or list of ints, 0 \leq i < d

Indice(s) of the marginal(s) to be extracted. output vector.

Returns:
functionKarhunenLoeveProjection

The initial function restricted to the concerned marginal(s) at the indice(s) i.

getName()

Accessor to the object’s name.

Returns:
namestr

The name of the object.

getOutputDescription()

Get the description of the output vector.

Returns:
outputDescriptionDescription

Description of the output vector.

getOutputDimension()

Get the dimension of the output vector.

Returns:
d’int

Dimension d' of the output vector.

getShadowedId()

Accessor to the object’s shadowed id.

Returns:
idint

Internal unique identifier.

getVisibility()

Accessor to the object’s visibility state.

Returns:
visiblebool

Visibility flag.

hasName()

Test if the object is named.

Returns:
hasNamebool

True if the name is not empty.

hasVisibleName()

Test if the object has a distinguishable name.

Returns:
hasVisibleNamebool

True if the name is not empty and not the default one.

setInputDescription(inputDescription)

Set the description of the input field values.

Parameters:
inputDescriptionsequence of str

Description of the input field values.

setName(name)

Accessor to the object’s name.

Parameters:
namestr

The name of the object.

setOutputDescription(outputDescription)

Set the description of the output vector.

Parameters:
outputDescriptionsequence of str

Description of the output vector.

setShadowedId(id)

Accessor to the object’s shadowed id.

Parameters:
idint

Internal unique identifier.

setVisibility(visible)

Accessor to the object’s visibility state.

Parameters:
visiblebool

Visibility flag.

thisown

The membership flag