spams::Data< T > Class Template Reference

#include <linalg.h>

Inheritance diagram for spams::Data< T >:

Detailed Description

template<typename T>
class spams::Data< T >

Data class, abstract class, useful in the class image.

Definition at line 130 of file linalg.h.

Public Member Functions
virtual void	getData (Vector< T > &data, const int i) const =0
virtual void	getGroup (Matrix< T > &data, const vector_groups &groups, const int i) const =0
virtual int	m () const =0
virtual int	n () const =0
virtual void	norm_2sq_cols (Vector< T > &norms) const
virtual T	operator[] (const int index) const =0
virtual int	V () const =0
virtual	~Data ()

Constructor & Destructor Documentation

template<typename T>

virtual spams::Data< T >::~Data ( )

inlinevirtual

Definition at line 140 of file linalg.h.

Member Function Documentation

template<typename T>

virtual void spams::Data< T >::getData ( Vector< T > &  data, const int  i  ) const

pure virtual

Implemented in spams::SpMatrix< T >, and spams::Matrix< T >.

Referenced by spams::Trainer< T >::cleanDict(), spams::Matrix< T >::operator[](), spams::Trainer< T >::train(), spams::Trainer< T >::trainOffline(), and spams::SpMatrix< T >::V().

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template<typename T>

virtual void spams::Data< T >::getGroup ( Matrix< T > &  data, const vector_groups &  groups, const int  i  ) const

pure virtual

Implemented in spams::SpMatrix< T >, and spams::Matrix< T >.

Referenced by spams::Matrix< T >::operator[](), and spams::SpMatrix< T >::V().

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template<typename T>

virtual int spams::Data< T >::m ( ) const

pure virtual

Implemented in spams::SpMatrix< T >, and spams::Matrix< T >.

Referenced by spams::Matrix< T >::copyTo(), spams::Matrix< T >::fakeSize(), spams::SpMatrix< T >::nnz(), spams::SpVector< T >::setL(), spams::Matrix< T >::setm(), spams::Trainer< T >::train(), and spams::Trainer< T >::trainOffline().

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template<typename T>

virtual int spams::Data< T >::n ( ) const

pure virtual

Implemented in spams::SpMatrix< T >, and spams::Matrix< T >.

Referenced by spams::Trainer< T >::cleanDict(), spams::Matrix< T >::fakeSize(), spams::Vector< int >::fakeSize(), spams::lasso(), spams::lasso2(), spams::SpMatrix< T >::nnz(), spams::Matrix< T >::operator[](), spams::SpVector< T >::setL(), spams::Matrix< T >::setn(), spams::Vector< int >::setn(), spams::Trainer< T >::train(), and spams::Trainer< T >::trainOffline().

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template<typename T>

virtual void spams::Data< T >::norm_2sq_cols ( Vector< T > &  norms ) const

inlinevirtual

Reimplemented in spams::SpMatrix< T >, and spams::Matrix< T >.

Definition at line 139 of file linalg.h.

Referenced by spams::SpMatrix< T >::copyTo(), spams::lasso(), spams::lasso2(), and spams::Matrix< T >::nrm2sq().

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template<typename T>

virtual T spams::Data< T >::operator[] ( const int  index ) const

inlinepure virtual

Implemented in spams::SpMatrix< T >, and spams::Matrix< T >.

Referenced by spams::ProdMatrix< T >::m(), and spams::SpMatrix< T >::V().

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template<typename T>

virtual int spams::Data< T >::V ( ) const

pure virtual

Implemented in spams::SpMatrix< T >, and spams::Matrix< T >.

Referenced by spams::Matrix< T >::fakeSize(), spams::Vector< int >::mult_elementWise(), spams::Trainer< T >::train(), and spams::Trainer< T >::trainOffline().

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

• ThirdParty/Spams/include/linalg.h