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src/mlpack/methods/amf/init_rules/random_acol_init.hpp(3) | MLPACK | src/mlpack/methods/amf/init_rules/random_acol_init.hpp(3) |
NAME¶
src/mlpack/methods/amf/init_rules/random_acol_init.hpp -SYNOPSIS¶
Classes¶
class mlpack::amf::RandomAcolInitialization< p >
Namespaces¶
mlpack
Detailed Description¶
Author:Mohan Rajendran
Initialization rule for Non-Negative Matrix Factorization. This simple
initialization is performed by the random Acol initialization introduced in
the paper 'Algorithms, Initializations and Convergence' by Langville et al.
This method sets each of the columns of W by averaging p randomly chosen
columns of V.
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 random_acol_init.hpp.
Author¶
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