mvu.hpp File Reference
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Classes | |
| class | MVU |
| The MVU class is meant to provide a good abstraction for users. More... | |
Namespaces | |
| mlpack | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::mvu | |
Detailed Description
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.
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Definition in file mvu.hpp.