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| Packages that use Strategy | |
|---|---|
| org.encog.ml.train | |
| org.encog.ml.train.strategy | |
| org.encog.ml.train.strategy.end | |
| org.encog.neural.neat.training | |
| org.encog.neural.networks.training.concurrent.jobs | This package provides the performers to perform concurrent training jobs. |
| org.encog.neural.networks.training.strategy | This package provides training strategies to update learning date and momentum. |
| Uses of Strategy in org.encog.ml.train |
|---|
| Methods in org.encog.ml.train that return types with arguments of type Strategy | |
|---|---|
List<Strategy> |
MLTrain.getStrategies()
|
List<Strategy> |
BasicTraining.getStrategies()
|
| Methods in org.encog.ml.train with parameters of type Strategy | |
|---|---|
void |
MLTrain.addStrategy(Strategy strategy)
Training strategies can be added to improve the training results. |
void |
BasicTraining.addStrategy(Strategy strategy)
Training strategies can be added to improve the training results. |
| Uses of Strategy in org.encog.ml.train.strategy |
|---|
| Classes in org.encog.ml.train.strategy that implement Strategy | |
|---|---|
class |
Greedy
A simple greedy strategy. |
class |
HybridStrategy
A hybrid stragey allows a secondary training algorithm to be used. |
class |
RequiredImprovementStrategy
The reset strategy will reset the weights if the neural network fails to improve by the specified amount over a number of cycles. |
class |
ResetStrategy
The reset strategy will reset the weights if the neural network fails to fall below a specified error by a specified number of cycles. |
class |
StopTrainingStrategy
This strategy will indicate once training is no longer improving the neural network by a specified amount, over a specified number of cycles. |
| Uses of Strategy in org.encog.ml.train.strategy.end |
|---|
| Subinterfaces of Strategy in org.encog.ml.train.strategy.end | |
|---|---|
interface |
EndTrainingStrategy
|
| Classes in org.encog.ml.train.strategy.end that implement Strategy | |
|---|---|
class |
EndIterationsStrategy
|
class |
EndMaxErrorStrategy
|
class |
EndMinutesStrategy
|
| Uses of Strategy in org.encog.neural.neat.training |
|---|
| Methods in org.encog.neural.neat.training that return types with arguments of type Strategy | |
|---|---|
List<Strategy> |
NEATTraining.getStrategies()
Returns an empty list, strategies are not supported. |
| Methods in org.encog.neural.neat.training with parameters of type Strategy | |
|---|---|
void |
NEATTraining.addStrategy(Strategy strategy)
Not supported, will throw an error. |
| Uses of Strategy in org.encog.neural.networks.training.concurrent.jobs |
|---|
| Methods in org.encog.neural.networks.training.concurrent.jobs that return types with arguments of type Strategy | |
|---|---|
List<Strategy> |
TrainingJob.getStrategies()
|
| Uses of Strategy in org.encog.neural.networks.training.strategy |
|---|
| Classes in org.encog.neural.networks.training.strategy that implement Strategy | |
|---|---|
class |
SmartLearningRate
Attempt to automatically set the learning rate in a learning method that supports a learning rate. |
class |
SmartMomentum
Attempt to automatically set a momentum in a training algorithm that supports momentum. |
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