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A library of composable components enabling simpler Computational Intelligence
/** __ __
* _____ _/ /_/ /_ Computational Intelligence Library (CIlib)
* / ___/ / / / __ \ (c) CIRG @ UP
* / /__/ / / / /_/ / http://cilib.net
* \___/_/_/_/_.___/
*/
package net.sourceforge.cilib.nn.domain;
import net.sourceforge.cilib.nn.NeuralNetwork;
import net.sourceforge.cilib.nn.NeuralNetworks;
import net.sourceforge.cilib.type.DomainRegistry;
import net.sourceforge.cilib.type.StringBasedDomainRegistry;
public class WeightBasedDomainInitialisationStrategy implements DomainInitialisationStrategy {
@Override
public DomainRegistry initialiseDomain(NeuralNetwork neuralNetwork) {
int numWeights = NeuralNetworks.countWeights(neuralNetwork);
String domainString = neuralNetwork.getArchitecture().getArchitectureBuilder().getLayerBuilder().getDomain();
StringBasedDomainRegistry domainRegistry = new StringBasedDomainRegistry();
domainRegistry.setDomainString(domainString + "^" + numWeights);
return domainRegistry;
}
}
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