Uses of Interface
org.nd4j.linalg.learning.GradientUpdater

Packages that use GradientUpdater

Package	Description
org.nd4j.linalg.learning
org.nd4j.linalg.learning.config

Uses of GradientUpdater in org.nd4j.linalg.learning

Classes in org.nd4j.linalg.learning that implement GradientUpdater

Modifier and Type	Class and Description
class	AdaDeltaUpdater http://www.matthewzeiler.com/pubs/googleTR2012/googleTR2012.pdf https://arxiv.org/pdf/1212.5701v1.pdf
class	AdaGradUpdater Vectorized Learning Rate used per Connection Weight Adapted from: http://xcorr.net/2014/01/23/adagrad-eliminating-learning-rates-in-stochastic-gradient-descent/ See also http://cs231n.github.io/neural-networks-3/#ada
class	AdaMaxUpdater The AdaMax updater, a variant of Adam.
class	AdamUpdater The Adam updater.
class	NadamUpdater The Nadam updater.
class	NesterovsUpdater Nesterov's momentum.
class	NoOpUpdater NoOp updater: gradient updater that makes no changes to the gradient
class	RmsPropUpdater RMS Prop updates:
class	SgdUpdater SGD updater applies a learning rate only

Uses of GradientUpdater in org.nd4j.linalg.learning.config

Methods in org.nd4j.linalg.learning.config that return GradientUpdater

Modifier and Type	Method and Description
GradientUpdater	Sgd.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	Nadam.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	AdaGrad.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	NoOp.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	Adam.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	AdaDelta.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	IUpdater.instantiate(INDArray viewArray, boolean initializeViewArray) Create a new gradient updater
GradientUpdater	RmsProp.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	Nesterovs.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	AdaMax.instantiate(INDArray viewArray, boolean initializeViewArray)