DataPredict

API Reference - Optimizers - RootMeanSquarePropagation (RMSProp)

Constructors

new()

Creates a new optimizer object. If there are no parameters given for that particular argument, then that argument will use default value.

RootMeanSquarePropagation.new(beta: number, epsilon: number): OptimizerObject

Parameters:

• beta: The value that controls the exponential decay rate for the moving average of squared gradients.

• epsilon: The value to ensure that the numbers are not divided by zero.

Returns:

• OptimizerObject: The generated optimizer object.

Functions

setBeta()

RootMeanSquarePropagation:setBeta(beta: number)

Parameters:

• beta: The value that controls the exponential decay rate for the moving average of squared gradients.

setEpsilon()

RootMeanSquarePropagation:setEpsilon(epsilon: number)

Parameters:

• epsilon: The value to ensure that the numbers are not divided by zero.

reset()

Reset optimizer’s stored values (excluding the parameters).

RootMeanSquarePropagation:reset()

Inherited From

• BaseOptimizer