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  3. FPCAEncoder

FPCAEncoder

Represents a PCA transformation which can be used to encode data

API > API/Plugins > API/Plugins/Learning

References

   
Module Learning
Header /Engine/Plugins/Experimental/LearningAgents/Source/Learning/Public/LearningPCA.h
Include #include "LearningPCA.h"

Syntax

struct FPCAEncoder

Remarks

Represents a PCA transformation which can be used to encode data

Variables

  Type Name Description
Public variable TLearningArray< 2, float > Matrix  

Functions

  Type Name Description
Public function Const int32  
Public function void

Empty ()

  
Public function Const int32  
Public function FPCAResult

Fit ( const TLearningArrayView< 2, const float > Data,
const FPCASettings& Settings,
const ELogSetting LogSettings,
FProgress* Progress
)

 Fits a PCA transform to some data
Public function Const void

InverseTransform ( TLearningArrayView< 1, float > OutData,
const TLearningArrayView< 1, const float > Data
)

 Inverse Transform a single vector using the PCA transformation
Public function Const bool

IsEmpty ()

  
Public function bool  
Public function Const void

Transform ( TLearningArrayView< 1, float > OutData,
const TLearningArrayView< 1, const float > Data
)

 Transform a single vector using the PCA transformation
Public function Const void

Transform ( TLearningArrayView< 2, float > OutData,
const TLearningArrayView< 2, const float > Data,
FProgress* Progress
)

 Transform multiple vectors using the PCA transformation

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