phitodeep.optimization.optimizers

Classes

Optimizer
SGD
Adam

Module Contents

class phitodeep.optimization.optimizers.Optimizer(name: str)

name

abstractmethod step(layers)

class phitodeep.optimization.optimizers.SGD(alpha=0.01)

Bases: Optimizer

alpha = 0.01

step(layers)

class phitodeep.optimization.optimizers.Adam(alpha=0.01, beta1=0.9, beta2=0.999, epsilon=1e-08)

Bases: Optimizer

alpha = 0.01

beta1 = 0.9

beta2 = 0.999

epsilon = 1e-08

t = 0

m

v

step(layers)