C# Class AdvancedOCR.Weights

Show file 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 static property

public static double GlobalLearningRate
return	double

GlobalMu public static property

public static double GlobalMu
return	double

Size public property

public int Size
return	int

random protected static property

protected static Random,System random
return	System.Random