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java.lang.Objectorg.joone.engine.extenders.LearnerExtender
org.joone.engine.extenders.UpdateWeightExtender
public abstract class UpdateWeightExtender
This abstract class describes the methods needed for a update weight extender, that is, a class that updates weights (storing) according to some algorithm (e.g. batch mode).
Constructor Summary | |
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UpdateWeightExtender()
Creates a new instance of UpdateWeightExtender |
Method Summary | |
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abstract boolean |
storeWeightsBiases()
Checks if the weights or biases will be stored this cycle. |
abstract void |
updateBias(int i,
double aDelta)
Updates a bias with the calculated delta value. |
abstract void |
updateWeight(int j,
int k,
double aDelta)
Updates a weight with the calculated delta value. |
Methods inherited from class org.joone.engine.extenders.LearnerExtender |
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getLearner, isEnabled, postBiasUpdate, postWeightUpdate, preBiasUpdate, preWeightUpdate, setEnabled, setLearner |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public UpdateWeightExtender()
Method Detail |
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public abstract void updateBias(int i, double aDelta)
i
- the index of the bias to update.aDelta
- the calculated delta value.public abstract void updateWeight(int j, int k, double aDelta)
j
- the input index of the weight to update.k
- the output index of the weight to update.aDelta
- the calculated delta value.public abstract boolean storeWeightsBiases()
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