Dropout module #61
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Dropout module #61
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victormvy
reviewed
Apr 16, 2024
dlordinal/dropout/hybrid_dropout.py
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| class HybridDropout(nn.Module): | ||
| """Implements a Hybrid dropout methodology by :footcite:t:`berchez2024fusion` which | ||
| mix a standard dropout with an ordinal dropout. The ordinal dropout is based on the | ||
| correlation between the activation values of the of the neuron and the target labels |
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Development of a new module called
dropout.This new module includes a hybrid version of dropout called
HybridDropout, which mixes the standard dropout with the ordinal information of a dataset.