nmf_method.hpp File Reference

#include <mlpack/prereqs.hpp>
#include <mlpack/methods/amf/amf.hpp>
#include <mlpack/methods/amf/update_rules/nmf_als.hpp>
#include <mlpack/methods/amf/termination_policies/max_iteration_termination.hpp>
#include <mlpack/methods/amf/termination_policies/simple_residue_termination.hpp>

Include dependency graph for nmf_method.hpp:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
class	mlpack::cf::NMFPolicy
	Implementation of the NMF policy to act as a wrapper when accessing NMF from within CFType. More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::cf
	Collaborative filtering.

Detailed Description

Author

Haritha Nair

Implementation of the exact svd method for use in Collaborative Filtering.

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.