lregularizer.hpp File Reference
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Classes | |
| class | LRegularizer< TPower > |
| The L_p regularizer for arbitrary integer p. More... | |
Namespaces | |
| mlpack | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::ann | |
Artificial Neural Network. | |
Typedefs | |
| typedef LRegularizer< 1 > | L1Regularizer |
| The L1 Regularizer. More... | |
| typedef LRegularizer< 2 > | L2Regularizer |
| The L2 Regularizer. More... | |
Detailed Description
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.