alpha_dropout.hpp File Reference
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Classes

class  AlphaDropout< InputDataType, OutputDataType >
 The alpha - dropout layer is a regularizer that randomly with probability 'ratio' sets input values to alphaDash. More...

 

Namespaces

 mlpack
 
.hpp
 
 mlpack::ann
 
Artificial Neural Network.
 

Detailed Description

Author
Dakshit Agrawal

Definition of the Alpha-Dropout class, which implements a regularizer that randomly sets units to alpha-dash to prevent them from co-adapting and makes an affine transformation so as to keep the mean and variance of outputs at their original values.

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 alpha_dropout.hpp.