svd_complete_incremental_learning.hpp File Reference
Include dependency graph for svd_complete_incremental_learning.hpp:
This graph shows which files directly or indirectly include this file:

Go to the source code of this file.


class  SVDCompleteIncrementalLearning< MatType >
 This class computes SVD using complete incremental batch learning, as described in the following paper: More...

class  SVDCompleteIncrementalLearning< arma::sp_mat >
 TODO : Merge this template specialized function for sparse matrix using common row_col_iterator. More...



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

Detailed Description

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 for more information.

Definition in file svd_complete_incremental_learning.hpp.