API Reference - Optimizers - NesterovAcceleratedAdaptiveMomentEstimation (NAdam)
Constructors
new()
Creates a new optimizer object. If there are no parameters given for that particular argument, then that argument will use default value.
NesterovAcceleratedAdaptiveMomentEstimation.new({beta1: number, beta2: number, epsilon: number}): OptimizerObject
Parameters:
-
beta1: The decay rate of the moving average of the first moment of the gradients.
-
beta2: The decay rate of the moving average of the squared gradients.
-
epsilon: The value to ensure that the numbers are not divided by zero.
Returns:
- Optimizer: The generated optimizer object.
Functions
setParameters()
NesterovAcceleratedAdaptiveMomentEstimation:setParameters({beta1: number, beta2: number, epsilon: number})
Parameters:
-
beta1: The decay rate of the moving average of the first moment of the gradients.
-
beta2: The decay rate of the moving average of the squared gradients.
-
epsilon: The value to ensure that the numbers are not divided by zero.