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Packages that use MonitorPlugin | |
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org.joone.engine.listeners | |
org.joone.util |
Uses of MonitorPlugin in org.joone.engine.listeners |
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Subclasses of MonitorPlugin in org.joone.engine.listeners | |
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ConvergenceObserver
Abstract class for all convergence observer. |
class |
DeltaBasedConvergenceObserver
This observer observes if the network has convergenced based on the size of the weight updates (deltas). |
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ErrorBasedConvergenceObserver
This observer observes if the network has convergenced based on the sequence of training errors. |
class |
ErrorBasedTerminator
Stops a network whenever the training error of the network falls below a certain value. |
Uses of MonitorPlugin in org.joone.util |
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Subclasses of MonitorPlugin in org.joone.util | |
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class |
DynamicAnnealing
This plugin controls the change of the learning rate based on the difference between the last two global error (E) values: if E(t) > E(t-1) then LR = LR * (1 - step/100) Note: step/100 because step is inserted as a % value from the user if E(t) <= E(t-1) then LR is unchanged |
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GroovyMacroPlugin
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class |
LinearAnnealing
This plugin changes linearly the values of the learning rate and of the momentum parameters. |
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MacroPlugin
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class |
SnapshotPlugin
A SnapshotPlugin manages the generation of snapshots of the network's state at regular intervals during its activity. |
class |
SnapshotRecorder
A SnapshotRecorder serves to create and record snapshots of a neural network in a file as a serie of serialized objects graphs. |
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