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Keras Gaussian Dropout Layer

KNIME Deep Learning - Keras Integration version 4.2.1.v202008251157 by KNIME AG, Zurich, Switzerland

This layer applies multiplicative one-centered gaussian noise to the layer input. Corresponds to the Keras Gaussian Dropout Layer.

Options

Name prefix
The name prefix of the layer. The prefix is complemented by an index suffix to obtain a unique layer name. If this option is unchecked, the name prefix is derived from the layer type.
Drop rate
The drop probability (as with Dropout). The multiplicative noise will have standard deviation sqrt(rate / (1 - rate)).

Input Ports

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The Keras deep learning network to which to add a Gaussian Dropout layer.

Output Ports

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The Keras deep learning network with an added Gaussian Dropout layer.

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Installation

To use this node in KNIME, install KNIME Deep Learning - Keras Integration from the following update site:

KNIME 4.2

A zipped version of the software site can be downloaded here.

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