cf.hpp File Reference

#include <mlpack/prereqs.hpp>
#include <mlpack/methods/neighbor_search/neighbor_search.hpp>
#include <mlpack/methods/amf/amf.hpp>
#include <mlpack/methods/amf/update_rules/nmf_als.hpp>
#include <mlpack/methods/amf/termination_policies/simple_residue_termination.hpp>
#include <mlpack/methods/cf/normalization/no_normalization.hpp>
#include <mlpack/methods/cf/decomposition_policies/nmf_method.hpp>
#include <mlpack/methods/cf/neighbor_search_policies/lmetric_search.hpp>
#include <mlpack/methods/cf/interpolation_policies/average_interpolation.hpp>
#include <set>
#include <map>
#include <iostream>
#include "cf_impl.hpp"

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Classes
class	mlpack::cf::CFType< DecompositionPolicy, NormalizationType >
	This class implements Collaborative Filtering (CF). More...

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

Detailed Description

Author

Mudit Raj Gupta

Sumedh Ghaisas

Collaborative filtering.

Defines the CFType class to perform collaborative filtering on the specified data set using alternating least squares (ALS).

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.