MLPACK  1.0.11
Classes | Namespaces
amf.hpp File Reference
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Classes

class  mlpack::amf::AMF< TerminationPolicyType, InitializationRuleType, UpdateRuleType >
 This class implements AMF (alternating matrix factorization) on the given matrix V. More...
 

Namespaces

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

Detailed Description

Author
Sumedh Ghaisas
Mohan Rajendran
Ryan Curtin

Alternating Matrix Factorization

The AMF (alternating matrix factorization) class, from which more commonly known techniques such as incremental SVD, NMF, and batch-learning SVD can be derived.

This file is part of MLPACK 1.0.11.

MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details (LICENSE.txt).

You should have received a copy of the GNU General Public License along with MLPACK. If not, see http://www.gnu.org/licenses/.

Definition in file amf.hpp.