svd_incomplete_incremental_learning.hpp File Reference

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Classes
class	mlpack::amf::SVDIncompleteIncrementalLearning
	This class computes SVD using incomplete incremental batch learning, as described in the following paper: More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::amf
	Alternating Matrix Factorization.

Functions
template<>
void	mlpack::amf::SVDIncompleteIncrementalLearning::HUpdate< arma::sp_mat > (const arma::sp_mat &V, const arma::mat &W, arma::mat &H)
template<>
void	mlpack::amf::SVDIncompleteIncrementalLearning::WUpdate< arma::sp_mat > (const arma::sp_mat &V, arma::mat &W, const arma::mat &H)
	TODO : Merge this template specialized function for sparse matrix using common row_col_iterator. More...

Detailed Description

Author

Sumedh Ghaisas

SVD factorizer used in AMF (Alternating Matrix Factorization).

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file svd_incomplete_incremental_learning.hpp.