GClasses
Public Member Functions | Protected Member Functions | List of all members
GClasses::GTransform Class Referenceabstract

This is the base class of algorithms that transform data without supervision. More...

#include <GTransform.h>

Inheritance diagram for GClasses::GTransform:
GClasses::GBreadthFirstUnfolding GClasses::GClusterer GClasses::GDynamicSystemStateAligner GClasses::GIncrementalTransform GClasses::GIsomap GClasses::GLLE GClasses::GManifoldSculpting GClasses::GNeuroPCA GClasses::GScalingUnfolder GClasses::GUnsupervisedBackProp

Public Member Functions

 GTransform ()
 
 GTransform (GDomNode *pNode, GLearnerLoader &ll)
 
virtual ~GTransform ()
 
virtual GMatrix * reduce (const GMatrix &in)=0
 Applies the transformation to pIn and returns the results. More...
 

Protected Member Functions

virtual GDomNode * baseDomNode (GDom *pDoc, const char *szClassName) const
 Child classes should use this in their implementation of serialize. More...
 

Detailed Description

This is the base class of algorithms that transform data without supervision.

Constructor & Destructor Documentation

GClasses::GTransform::GTransform ( )
GClasses::GTransform::GTransform ( GDomNode *  pNode,
GLearnerLoader &  ll 
)
virtual GClasses::GTransform::~GTransform ( )
virtual

Member Function Documentation

virtual GDomNode* GClasses::GTransform::baseDomNode ( GDom *  pDoc,
const char *  szClassName 
) const
protectedvirtual

Child classes should use this in their implementation of serialize.

Reimplemented in GClasses::GIncrementalTransform.

virtual GMatrix* GClasses::GTransform::reduce ( const GMatrix &  in)
pure virtual

Applies the transformation to pIn and returns the results.

Implemented in GClasses::GScalingUnfolder, GClasses::GUnsupervisedBackProp, GClasses::GDynamicSystemStateAligner, GClasses::GNeuroPCA, GClasses::GBreadthFirstUnfolding, GClasses::GLLE, GClasses::GIsomap, GClasses::GIncrementalTransform, GClasses::GManifoldSculpting, and GClasses::GClusterer.