New returns a new RMSProp optimizer, initialized according to the given configuration.

NewConfig returns a new RMSProp Config.

NewDefaultConfig returns a new Config with generically reasonable default values.

Config provides configuration settings for an RMSProp optimizer.

The RMSProp method is a variant of AdaGrad where the squared sum of previous gradients is replaced with a moving average.