dropout.hpp File Reference
Include dependency graph for dropout.hpp:
This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes

class  Dropout< InputDataType, OutputDataType >
 The dropout layer is a regularizer that randomly with probability 'ratio' sets input values to zero and scales the remaining elements by factor 1 / (1 - ratio) rather than during test time so as to keep the expected sum same. More...

 

Namespaces

 mlpack
 
.hpp
 
 mlpack::ann
 
Artificial Neural Network.
 

Detailed Description

Author
Marcus Edel

Definition of the Dropout class, which implements a regularizer that randomly sets units to zero preventing units from co-adapting.

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 dropout.hpp.