IG.Neural.DataMapperSimple Class Reference

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Inheritance diagram for IG.Neural.DataMapperSimple:

Collaboration diagram for IG.Neural.DataMapperSimple:

Public Member Functions
	DataMapperSimple (MappingDefinition definition, InputOutputDataDefiniton dataDefinition)
	DataMapperSimple (string mappingDefinitionFilePath, string dataDefinitionPath)
override void	MapInput (IVector reducedInput, ref IVector originalInput)
	Transfer elements from reducedInput vector to original output vector using mapping data for reference. Elements that are not defined in reducedInput vector are copied from definitiondata. More...
override void	MapOutput (IVector originalOutput, ref IVector reducedOutput)
	Transfer elements from originalOutput vector to original output vector using mapping data for reference. Only defined elements are copied in reducedOutput vector. More...
Public Member Functions inherited from IG.Neural.DataMapperIdentity
	DataMapperIdentity ()

Protected Member Functions
	DataMapperSimple ()

Properties
MappingDefinition	MappingDefinition [get, protected set]
InputOutputDataDefiniton	DataDefinition [get, protected set]

Private Attributes
MappingDefinition	_mappingDefinition
InputOutputDataDefiniton	_dataDefinition

Detailed Description

Constructor & Destructor Documentation

IG.Neural.DataMapperSimple.DataMapperSimple ( )

inlineprotected

IG.Neural.DataMapperSimple.DataMapperSimple ( MappingDefinition  definition, InputOutputDataDefiniton  dataDefinition  )

inline

Parameters

definition	Data that defines how input and output mappings are performed. If null then identity mapping is performed.
dataDefinition	Definition data.

$A Igor Jul 19; tako78 Jul 19

IG.Neural.DataMapperSimple.DataMapperSimple ( string  mappingDefinitionFilePath, string  dataDefinitionPath  )

inline

Parameters

mappingDefinitionFilePath	JSON file containing data that defines how input and output mappings are performed. If null then identity mapping is performed.
dataDefinitionPath	JSON file containing data definitions.

Exceptions

NotImplementedException

When file path is not specified or file does not exist.

$A Igor Jul 19; tako78 Jul 19

References IG.Neural.MappingDefinition.LoadJson(), and IG.Num.InputOutputDataDefiniton.LoadJson().

Member Function Documentation

override void IG.Neural.DataMapperSimple.MapInput ( IVector  reducedInput, ref IVector  originalInput  )

inline

Transfer elements from reducedInput vector to original output vector using mapping data for reference. Elements that are not defined in reducedInput vector are copied from definitiondata.

Parameters

reducedInput	Reduced elements.
originalInput	Original elements for neural network testing.

$A Igor Jul 19; tako78 Jul 19

Implements IG.Neural.IDataMapper.

References IG.Neural.MappingDefinition.CheckInputNameConsistency, IG.Neural.MappingDefinition.CheckInputUniqueness, IG.Num.InputElementDefinition.DefaultValue, IG.Neural.MappingDefinition.GetMapInputElement(), IG.Neural.MappingDefinition.MappedInputLength, and IG.Neural.MappingDefinitionElement.OriginalElementIndex.

override void IG.Neural.DataMapperSimple.MapOutput ( IVector  originalOutput, ref IVector  reducedOutput  )

inline

Transfer elements from originalOutput vector to original output vector using mapping data for reference. Only defined elements are copied in reducedOutput vector.

Parameters

originalOutput	Original elements from neural network.
reducedOutput	Reduced elements.

$A Igor Jul 19; tako78 Jul 19

Implements IG.Neural.IDataMapper.

References IG.Neural.MappingDefinition.CheckOutputNameConsistency, IG.Neural.MappingDefinition.CheckOutputUniqueness, IG.Neural.MappingDefinition.GetMapOutputElement(), IG.Neural.MappingDefinition.MappedOutputLength, and IG.Neural.MappingDefinitionElement.OriginalElementIndex.

Member Data Documentation

MappingDefinition IG.Neural.DataMapperSimple._mappingDefinition

private

InputOutputDataDefiniton IG.Neural.DataMapperSimple._dataDefinition

private

Property Documentation

MappingDefinition IG.Neural.DataMapperSimple.MappingDefinition

getprotected set

InputOutputDataDefiniton IG.Neural.DataMapperSimple.DataDefinition

getprotected set

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

• igbase/numeric/approximation/neural/testneural/NeuralMapData.cs