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mikegashler / waffles

A toolkit of machine learning algorithms.
http://gashler.com/mike/waffles/
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Removing a Layer in a Neural Network #20

Closed StephenAshmore closed 7 years ago

StephenAshmore commented 7 years ago

Waffles currently does not support removing a layer in a neural network. Its not too difficult to make this work, the only issue is that beginIncrementalLearning ( or other such setup method ) would need to be called again after a layer was removed in order to set up the weights and numbers of neurons. This can definitely lose data, but it could be useful to simply remove a layer, rather than copy the weights we want into a new neural network.

StephenAshmore commented 7 years ago

Well, @thelukester92 and I can't read that releaseLayer does this already. Closed.