NAME¶

src/mlpack/methods/mvu/mvu.hpp -

SYNOPSIS¶

Classes¶

class mlpack::mvu::MVU The MVU class is meant to provide a good abstraction for users.

Namespaces¶

mlpack Linear algebra utility functions, generally performed on matrices or vectors. mlpack::mvu

Detailed Description¶

Author: An implementation of Maximum Variance Unfolding. This file defines an MVU class as well as a class representing the objective function (a semidefinite program) which MVU seeks to minimize. Minimization is performed by the Augmented Lagrangian optimizer (which in turn uses the L-BFGS optimizer). Note: this implementation of MVU does not work. See #189. 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 mvu.hpp.

Author¶

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