mlpack
Classes | Namespaces
nca.hpp File Reference
#include <mlpack/prereqs.hpp>
#include <mlpack/core/metrics/lmetric.hpp>
#include <ensmallen.hpp>
#include "nca_softmax_error_function.hpp"
#include "nca_impl.hpp"
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Classes

class  mlpack::nca::NCA< MetricType, OptimizerType >
 An implementation of Neighborhood Components Analysis, both a linear dimensionality reduction technique and a distance learning technique. More...
 

Namespaces

 mlpack
 Linear algebra utility functions, generally performed on matrices or vectors.
 
 mlpack::nca
 Neighborhood Components Analysis.
 

Detailed Description

Author
Ryan Curtin

Declaration of NCA class (Neighborhood Components Analysis).

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.