amf.hpp File Reference

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Classes
class	mlpack::amf::AMF< TerminationPolicyType, InitializationRuleType, UpdateRuleType >
	This class implements AMF (alternating matrix factorization) on the given matrix V. More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::amf
	Alternating Matrix Factorization.

Detailed Description

Author

Sumedh Ghaisas

Mohan Rajendran

Ryan Curtin

Alternating Matrix Factorization

The AMF (alternating matrix factorization) class, from which more commonly known techniques such as incremental SVD, NMF, and batch-learning SVD can be derived.

This file is part of mlpack 1.0.12.

mlpack is free software; you may redstribute 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 amf.hpp.