DataPredict

API Reference - Optimizers - AdaptiveGradientDelta (AdaDelta)

Constructors

new()

Creates a new optimizer object.

AdaptiveGradientDelta.new(decayRate: number, epsilon: number): OptimizerObject

Parameters:

• decayRate: The value that controls the rate of decay.

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

Returns:

• OptimizerObject: The generated optimizer object.

Functions

setDecayRate()

AdaptiveGradientDelta:setDecayRate(decayRate: number)

Parameters:

• decayRate: The value that controls the rate of decay.

setEpsilon()

AdaptiveGradientDelta: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).

AdaptiveGradientDelta:reset()

Inherited From

• BaseOptimizer