C# Class AdvancedOCR.Weights

Datei anzeigen Open project: patrickmeiring/LeNet Class Usage Examples

Public Properties

Property	Type	Description
GlobalLearningRate	double
GlobalMu	double
Size	int

Protected Properties

Property	Type	Description
random	System.Random

Public Methods

Method	Description
CompletePreTraining ( ) : void
PreTrain ( Step step ) : void
ProprogateForward ( Step downstream ) : void
StartPreTraining ( ) : void
Train ( Step downstream ) : void

Protected Methods

Method	Description
CompletePreTrainingCore ( ) : void
PreTrainCore ( Step downstream ) : void
PropogateForwardCore ( Step step ) : void
RandomWeight ( int fanIn ) : double
Randomise ( double weights, int fanIn ) : void
StartPreTrainingCore ( ) : void
TrainCore ( Step downstream ) : void
Weights ( int size ) : System

Method Details

CompletePreTraining() public method

public CompletePreTraining ( ) : void
return	void

CompletePreTrainingCore() protected abstract method

protected abstract CompletePreTrainingCore ( ) : void
return	void

PreTrain() public method

public PreTrain ( Step step ) : void
step	Step
return	void

PreTrainCore() protected abstract method

protected abstract PreTrainCore ( Step downstream ) : void
downstream	Step
return	void

PropogateForwardCore() protected abstract method

protected abstract PropogateForwardCore ( Step step ) : void
step	Step
return	void

ProprogateForward() public method

public ProprogateForward ( Step downstream ) : void
downstream	Step
return	void

RandomWeight() protected static method

protected static RandomWeight ( int fanIn ) : double
fanIn	int
return	double

Randomise() protected static method

protected static Randomise ( double weights, int fanIn ) : void
weights	double
fanIn	int
return	void

StartPreTraining() public method

public StartPreTraining ( ) : void
return	void

StartPreTrainingCore() protected abstract method

protected abstract StartPreTrainingCore ( ) : void
return	void

Train() public method

public Train ( Step downstream ) : void
downstream	Step
return	void

TrainCore() protected abstract method

protected abstract TrainCore ( Step downstream ) : void
downstream	Step
return	void

Weights() protected method

protected Weights ( int size ) : System
size	int
return	System

Property Details

GlobalLearningRate public_oe static_oe property

public static double GlobalLearningRate
return	double

GlobalMu public_oe static_oe property

public static double GlobalMu
return	double

Size public_oe property

public int Size
return	int

random protected_oe static_oe property

protected static Random,System random
return	System.Random