lregularizer.hpp File Reference
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Classes

class  LRegularizer< TPower >
 The L_p regularizer for arbitrary integer p. More...

 

Namespaces

 mlpack
 
.hpp
 
 mlpack::ann
 
Artificial Neural Network.
 

Typedefs

typedef LRegularizer< 1 > L1Regularizer
 The L1 Regularizer. More...

 
typedef LRegularizer< 2 > L2Regularizer
 The L2 Regularizer. More...

 

Detailed Description

Author
Saksham Bansal

Generalized L-regularizer, allowing both l1 and l2 regularization methods. This also gives several convenience typedefs for commonly used L-regularizers.

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 lregularizer.hpp.