Package me.yixqiao.jlearn.initializers

Class GaussianInit

  • public class GaussianInit
extends Initializer
    Gaussian distribution initialization.

    • Constructor Summary

      Constructors 
      Constructor Description
      GaussianInit​(double deviation)
      Create a new instance.

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      Matrix.Init getInit​(int inSize, int outSize)
      Get the initialization method.

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Constructor Detail

      • GaussianInit

        public GaussianInit​(double deviation)
        Create a new instance.
        Parameters:
        deviation - standard deviation

    • Method Detail

      • getInit

        public Matrix.Init getInit​(int inSize,
                           int outSize)
        Description copied from class: Initializer
        Get the initialization method.
        Specified by:
        getInit in class Initializer
        Parameters:
        inSize - input size of layer
        outSize - output size of layer
        Returns:
        an matrix initialization instance