svd_incomplete_incremental_learning.hpp File Reference
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Classes | |
| class | 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 | 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) |
| TODO : Merge this template specialized function for sparse matrix using common row_col_iterator. More... | |
Detailed Description
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.