Uses of Interface
org.tribuo.math.util.VectorNormalizer
Packages that use VectorNormalizer
Package
Description
Provides infrastructure for Stochastic Gradient Descent for classification problems.
Provides classification loss functions for Stochastic Gradient Descent.
Provides a linear algebra system used for numerical operations in Tribuo.
Provides math related util classes.
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Uses of VectorNormalizer in org.tribuo.classification.sgd
Methods in org.tribuo.classification.sgd that return VectorNormalizerModifier and TypeMethodDescriptionLabelObjective.getNormalizer()Generates a newVectorNormalizerwhich normalizes the predictions into [0,1]. -
Uses of VectorNormalizer in org.tribuo.classification.sgd.objectives
Methods in org.tribuo.classification.sgd.objectives that return VectorNormalizerModifier and TypeMethodDescriptionHinge.getNormalizer()Returns a newNoopNormalizer.LogMulticlass.getNormalizer() -
Uses of VectorNormalizer in org.tribuo.math.la
Methods in org.tribuo.math.la with parameters of type VectorNormalizerModifier and TypeMethodDescriptionvoidDenseVector.normalize(VectorNormalizer normalizer) voidSGDVector.normalize(VectorNormalizer normalizer) Normalizes the vector using the supplied vector normalizer.voidSparseVector.normalize(VectorNormalizer normalizer) voidDenseMatrix.normalizeRows(VectorNormalizer normalizer) -
Uses of VectorNormalizer in org.tribuo.math.util
Classes in org.tribuo.math.util that implement VectorNormalizerModifier and TypeClassDescriptionclassNormalizes the exponential values of the input array.classNoopNormalizer returns a copy of the input, without normalizing it.classNormalizes, but first subtracts the minimum value (to ensure positivity).