Classes
class	AMF
	This class implements AMF (alternating matrix factorization) on the given matrix V. More...

class	CompleteIncrementalTermination

class	IncompleteIncrementalTermination

class	NMFALSUpdate
	The alternating least square update rules of matrices W and H. More...

class	NMFMultiplicativeDistanceUpdate
	The multiplicative distance update rules for matrices W and H. More...

class	NMFMultiplicativeDivergenceUpdate

class	RandomAcolInitialization
	This class initializes the W matrix of the NMF algorithm by averaging p randomly chosen columns of V. More...

class	RandomInitialization

class	SimpleResidueTermination

class	SimpleToleranceTermination

class	SVDBatchLearning

class	SVDCompleteIncrementalLearning

class	SVDCompleteIncrementalLearning< arma::sp_mat >

class	SVDIncompleteIncrementalLearning

class	ValidationRMSETermination

Functions
template<>
void	SVDBatchLearning::HUpdate< arma::sp_mat > (const arma::sp_mat &V, const arma::mat &W, arma::mat &H)

template<>
void	SVDBatchLearning::WUpdate< arma::sp_mat > (const arma::sp_mat &V, arma::mat &W, const arma::mat &H)

template<>
void	SVDIncompleteIncrementalLearning::HUpdate< arma::sp_mat > (const arma::sp_mat &V, const arma::mat &W, arma::mat &H)

template<>
void	SVDIncompleteIncrementalLearning::WUpdate< arma::sp_mat > (const arma::sp_mat &V, arma::mat &W, const arma::mat &H)

Function Documentation

template<>

void mlpack::amf::SVDBatchLearning::HUpdate< arma::sp_mat >	(	const arma::sp_mat &	V,
		const arma::mat &	W,
		arma::mat &	H
	)

inline

Definition at line 175 of file svd_batch_learning.hpp.

template<>

void mlpack::amf::SVDBatchLearning::WUpdate< arma::sp_mat >	(	const arma::sp_mat &	V,
		arma::mat &	W,
		const arma::mat &	H
	)

inline

Definition at line 144 of file svd_batch_learning.hpp.

template<>

void mlpack::amf::SVDIncompleteIncrementalLearning::HUpdate< arma::sp_mat >	(	const arma::sp_mat &	V,
		const arma::mat &	W,
		arma::mat &	H
	)

inline

template<>

void mlpack::amf::SVDIncompleteIncrementalLearning::WUpdate< arma::sp_mat >	(	const arma::sp_mat &	V,
		arma::mat &	W,
		const arma::mat &	H
	)

inline

Classes