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 | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::ann | |
Artificial Neural Network. | |
Detailed Description
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.
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Definition in file alpha_dropout.hpp.