Package paramz :: Package optimization :: Module optimization :: Class Adam

Class Adam

Instance Methods

__init__(self, step_rate=0.0002, decay=None, decay_mom1=0.1, decay_mom2=0.001, momentum=0, offset=1e-08, *args, **kwargs)
x.__init__(...) initializes x; see help(type(x)) for signature

source code

opt(self, x_init, f_fp=None, f=None, fp=None)

source code

Inherited from Optimizer: __getstate__, __str__, run

Inherited from object: __delattr__, __format__, __getattribute__, __hash__, __new__, __reduce__, __reduce_ex__, __repr__, __setattr__, __sizeof__, __subclasshook__

Properties

[hide private]

Inherited from object: __class__

Method Details

[hide private]

init(self, step_rate=0.0002, decay=None, decay_mom1=0.1, decay_mom2=0.001, momentum=0, offset=1e-08, *args, **kwargs)
(Constructor)

source code

x.__init__(...) initializes x; see help(type(x)) for signature

Overrides: object.__init__: (inherited documentation)

opt(self, x_init, f_fp=None, f=None, fp=None)

source code

Overrides: Optimizer.opt

Class Adam

__init__(self, step_rate=0.0002, decay=None, decay_mom1=0.1, decay_mom2=0.001, momentum=0, offset=1e-08, *args, **kwargs) (Constructor)

opt(self, x_init, f_fp=None, f=None, fp=None)

init(self, step_rate=0.0002, decay=None, decay_mom1=0.1, decay_mom2=0.001, momentum=0, offset=1e-08, *args, **kwargs)
(Constructor)