lregularizer.hpp File Reference
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class  LRegularizer< TPower >
 The L_p regularizer for arbitrary integer p. More...



Linear algebra utility functions, generally performed on matrices or vectors.
Artificial Neural Network.


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

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


Detailed Description

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 for more information.

Definition in file lregularizer.hpp.