| Package | Description |
|---|---|
| de.jungblut.online.minimizer | |
| de.jungblut.online.regularization |
| Modifier and Type | Method and Description |
|---|---|
StochasticGradientDescent.StochasticGradientDescentBuilder |
StochasticGradientDescent.StochasticGradientDescentBuilder.weightUpdater(WeightUpdater weightUpdater)
Sets the weight updater, for example to use regularization.
|
| 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.
|
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