Uses of Interface
de.jungblut.online.regularization.WeightUpdater

Packages that use WeightUpdater

Package	Description
de.jungblut.online.minimizer
de.jungblut.online.regularization

Uses of WeightUpdater in de.jungblut.online.minimizer

Methods in de.jungblut.online.minimizer with parameters of type WeightUpdater

Modifier and Type	Method and Description
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.weightUpdater(WeightUpdater weightUpdater) Sets the weight updater, for example to use regularization.

Uses of WeightUpdater in de.jungblut.online.regularization

Classes in de.jungblut.online.regularization that implement WeightUpdater

Modifier and Type	Class and Description
class	AdaptiveFTRLRegularizer Based on the paper: http://www.eecs.tufts.edu/~dsculley/papers/ad-click-prediction.pdf
class	GradientDescentUpdater
class	L1Regularizer Ported to "real" Java from Spark's mllib org.apache.spark.mllib.optimization.Updater.
class	L2Regularizer Computes the L2 regularized update: R(w) = (||w||^2) / 2.