com.thoughtworks.deeplearning.DifferentiableDouble

Optimizers

object Optimizers

Optimizers of Double.

Example: 

  1. implicit val optimizerFactory = new DifferentiableDouble.OptimizerFactory {
 override def doubleOptimizer(weight: Weight): Optimizer = {
   new LearningRate with L2Regularization {

     var learningRate = 0.00003

     override protected def l2Regularization: Double = 0.003

     override protected def currentLearningRate(): Double = {
     learningRate * 0.75
     learningRate
    }
  }
}
}
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L2RegularizationL1RegularizationLearningRateOptimizer
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Type Members

  1. trait L1Regularization extends Optimizer

  2. trait L2Regularization extends Optimizer

  3. trait LearningRate extends Optimizer

  4. trait Optimizer extends AnyRef

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