C# Class xpidea.neuro.net.NeuroObject

Is the abstract base class for all neural network classes.

Afficher le fichier Open project: AlexCherkasov/Neuro.NET

Méthodes publiques

Méthode	Description
Epoch ( int epoch ) : void	Method used on epoch training of neural network. Must be executed every time after each itteration through the pattern set. This method calculates average delta.
Load ( BinaryReader binaryReader ) : void	Restores object data from a binary stream.
LoadFromFile ( string fileName ) : void	Loads object data from a file.
Random ( double min, double max ) : double	Returns random value between min and max (inclusive).
RoundToNextInt ( double value ) : int	Rounds given value to a nearest integer. For example: RoundToNextInt(0.2) is 1 RoundToNextInt(-0.9) is -1 RoundToNextInt(-9) is -9
Save ( BinaryWriter binaryWriter ) : void	Stores the object in a binary stream.
SaveToFile ( string fileName ) : void	Saves object to a file in a binary format.

Private Methods

Méthode	Description
NeuroObject ( ) : System	Constructor.

Method Details

Epoch() public méthode

Method used on epoch training of neural network. Must be executed every time after each itteration through the pattern set. This method calculates average delta.

public Epoch ( int epoch ) : void
epoch	int	Number of patterns that was presentend during this learning cycle.
Résultat	void

Load() public méthode

Restores object data from a binary stream.

public Load ( BinaryReader binaryReader ) : void
binaryReader	System.IO.BinaryReader	Binary stream reader.
Résultat	void

LoadFromFile() public méthode

Loads object data from a file.

public LoadFromFile ( string fileName ) : void
fileName	string	File name.
Résultat	void

Random() public static méthode

Returns random value between min and max (inclusive).

public static Random ( double min, double max ) : double
min	double	First value.
max	double	Second value.
Résultat	double

RoundToNextInt() public static méthode

Rounds given value to a nearest integer. For example: RoundToNextInt(0.2) is 1 RoundToNextInt(-0.9) is -1 RoundToNextInt(-9) is -9

public static RoundToNextInt ( double value ) : int
value	double	is a value to be rounded.
Résultat	int

Save() public méthode

Stores the object in a binary stream.

public Save ( BinaryWriter binaryWriter ) : void
binaryWriter	System.IO.BinaryWriter	Binary stream writer.
Résultat	void

SaveToFile() public méthode

Saves object to a file in a binary format.

public SaveToFile ( string fileName ) : void
fileName	string	File name.
Résultat	void