svd_incomplete_incremental_learning.hpp File Reference
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class  SVDIncompleteIncrementalLearning
 This class computes SVD using incomplete incremental batch learning, as described in the following paper: More...



Linear algebra utility functions, generally performed on matrices or vectors.
Alternating Matrix Factorization.


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

Sumedh Ghaisas

SVD factorizer used in AMF (Alternating Matrix Factorization).

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Definition in file svd_incomplete_incremental_learning.hpp.