Interface | Description |
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IDropout |
IDropout instances operate on an activations array, modifying or dropping values at training time only.
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Class | Description |
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AlphaDropout |
AlphaDropout is a dropout technique proposed by Klaumbauer et al.
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Dropout |
Implements standard (inverted) dropout.
Regarding dropout probability. |
GaussianDropout |
Gaussian dropout.
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GaussianNoise |
Applies additive, mean-zero Gaussian noise to the input - i.e., x = x + N(0,stddev).
Note that this differs from GaussianDropout , which applies Note also that schedules for the standard deviation value can also be used. |
SpatialDropout |
Spatial dropout: can only be applied to 4D (convolutional) activations.
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