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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.