mlpack_amf3
Usage
Classes
class AMF
This class implements AMF (alternating matrix factorization) on the given matrix V. class CompleteIncrementalTermination
class IncompleteIncrementalTermination
class NMFALSUpdate
The alternating least square update rules of matrices W and H. class NMFMultiplicativeDistanceUpdate
The multiplicative distance update rules for matrices W and H. class NMFMultiplicativeDivergenceUpdate
class RandomAcolInitialization
This class initializes the W matrix of the NMF algorithm by averaging p randomly chosen columns of V. 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]
Definition at line 135 of file svd_incomplete_incremental_learning.hpp.
template<> void mlpack::amf::SVDIncompleteIncrementalLearning::WUpdate< arma::sp_mat > (const arma::sp_mat &V, arma::mat &W, const arma::mat &H) [inline]
Definition at line 114 of file svd_incomplete_incremental_learning.hpp.