MLPACK  1.0.4
Classes | Namespaces
mvu.hpp File Reference
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Classes

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

Namespaces

namespace  mlpack
 

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


namespace  mlpack::mvu

Detailed Description

Author:
Ryan Curtin

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).

This file is part of MLPACK 1.0.4.

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.