regularized_svd.hpp File Reference

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Classes
class	mlpack::cf::FactorizerTraits< mlpack::svd::RegularizedSVD<> >
	Factorizer traits of Regularized SVD. More...
class	mlpack::svd::RegularizedSVD< OptimizerType >
	Regularized SVD is a matrix factorization technique that seeks to reduce the error on the training set, that is on the examples for which the ratings have been provided by the users. More...

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

Detailed Description

Author

Siddharth Agrawal

An implementation of Regularized SVD.

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 regularized_svd.hpp.