C# Класс numl.Math.Optimization.Optimizer

Optimizer.

Открытые методы

Метод	Описание
Optimizer ( Vector theta, int maxIterations, double learningRate = 1.0, double momentum = 0.9, OptimizationMethods optimizationMethod = OptimizationMethods.StochasticGradientDescent, OptimizationMethod optimizer = null ) : System	Initializes a new Optimizer using the default values. Theta to optimize. Maximum number of iterations. Learning Rate (alpha) (Optional). Momentum parameter for use in accelerated methods (Optional). Type of optimization method to use (Optional). An external typed optimization method to use (Optional).
Run ( ) : void	Runs the optimization routine for the set number of iterations.
RunAsync ( ) : System.Threading.Tasks.Task	Runs the optimization routine for the set number of iterations.
Step ( ) : void	Performs a single step of the optimization routine.

Описание методов

Optimizer() публичный Метод

Initializes a new Optimizer using the default values. Theta to optimize. Maximum number of iterations. Learning Rate (alpha) (Optional). Momentum parameter for use in accelerated methods (Optional). Type of optimization method to use (Optional). An external typed optimization method to use (Optional).

public Optimizer ( Vector theta, int maxIterations, double learningRate = 1.0, double momentum = 0.9, OptimizationMethods optimizationMethod = OptimizationMethods.StochasticGradientDescent, OptimizationMethod optimizer = null ) : System
theta	numl.Math.LinearAlgebra.Vector
maxIterations	int
learningRate	double
momentum	double
optimizationMethod	OptimizationMethods
optimizer	numl.Math.Optimization.Methods.OptimizationMethod
Результат	System

Run() публичный Метод

Runs the optimization routine for the set number of iterations.

public Run ( ) : void
Результат	void

RunAsync() публичный Метод

Runs the optimization routine for the set number of iterations.

public RunAsync ( ) : System.Threading.Tasks.Task
Результат	System.Threading.Tasks.Task

Step() публичный Метод

Performs a single step of the optimization routine.

public Step ( ) : void
Результат	void