Index

_

__init__() (downhill.adaptive.ADADELTA method) (downhill.adaptive.ADAGRAD method) (downhill.adaptive.Adam method) (downhill.adaptive.ESGD method) (downhill.adaptive.RMSProp method) (downhill.adaptive.RProp method) (downhill.base.Optimizer method) (downhill.dataset.Dataset method) (downhill.first_order.NAG method) (downhill.first_order.SGD method)

A

ADADELTA (class in downhill.adaptive)

ADAGRAD (class in downhill.adaptive) Adam (class in downhill.adaptive)

B

build() (in module downhill.base)

D

Dataset (class in downhill.dataset) downhill (module) downhill.adaptive (module)

downhill.base (module) downhill.dataset (module) downhill.first_order (module)

E

ESGD (class in downhill.adaptive)

evaluate() (downhill.base.Optimizer method)

G

get_updates() (downhill.base.Optimizer method)

I

iterate() (downhill.base.Optimizer method) (downhill.dataset.Dataset method) (downhill.first_order.NAG method)

M

minimize() (downhill.base.Optimizer method) (in module downhill)

N

NAG (class in downhill.first_order)

O

Optimizer (class in downhill.base)

R

RMSProp (class in downhill.adaptive)

RProp (class in downhill.adaptive)

S

set_params() (downhill.base.Optimizer method)

SGD (class in downhill.first_order) shuffle() (downhill.dataset.Dataset method)