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• 0.6.0
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• weightRegularizer.scala

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org.deeplearning4j.scalnet.regularizers.weightRegularizer.scala Maven / Gradle / Ivy

package org.deeplearning4j.scalnet.regularizers

/**
  * Weight regularizers.
  *
  * @author David Kale
  */
sealed class WeightRegularizer(val l1: Double = Double.NaN, val l2: Double = Double.NaN)

case class NoRegularizer() extends WeightRegularizer()
case class L1(l: Double = 0.01) extends WeightRegularizer(l1 = l)
case class L2(l: Double = 0.01) extends WeightRegularizer(l2 = l)
case class L1L2(override val l1: Double = 0.01, override val l2: Double = 0.01) extends WeightRegularizer