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<a href="Bio-module.html">Package Bio</a> ::
<a href="Bio.NeuralNetwork-module.html">Package NeuralNetwork</a> ::
Module StopTraining
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<h1 class="epydoc">Module StopTraining</h1><p class="nomargin-top"><span class="codelink"><a href="Bio.NeuralNetwork.StopTraining-pysrc.html">source code</a></span></p>
<p>Classes to help deal with stopping training a neural network.</p>
<p>One of the key issues with training a neural network is knowning when
to stop the training of the network. This is tricky since you want to
keep training until the neural network has 'learned' the data, but want
to stop before starting to learn the noise in the data.</p>
<p>This module contains classes and functions which are different ways to
know when to stop training. Remember that the neural network classifier
takes a function to call to know when to stop training, so the classes in
this module should be instaniated, and then the stop_training function of
the classes passed to the network.</p>
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<a href="Bio.NeuralNetwork.StopTraining.ValidationIncreaseStop-class.html" class="summary-name">ValidationIncreaseStop</a><br />
Class to stop training on a network when the validation error
increases.
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