Src/mlpack/methods/amf/amf.hpp -
class mlpack::amf::AMF< TerminationPolicyType, InitializationRuleType, UpdateRuleType >
This class implements AMF (alternating matrix factorization) on the given matrix V.
mlpack
Linear algebra utility functions, generally performed on matrices or vectors. mlpack::amf
Author:
Sumedh Ghaisas
Mohan Rajendran
Ryan Curtin
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 1.0.10.
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.
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