com.expleague.ml.models.nn.layers.Layer Maven / Gradle / Ivy

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Various ML methods implemented by myself and my students

There is a newer version: 1.4.9

package com.expleague.ml.models.nn.layers;

import com.expleague.commons.math.vectors.Vec;
import com.expleague.commons.seq.Seq;
import com.expleague.ml.models.nn.NeuralSpider.BackwardNode;
import com.expleague.ml.models.nn.NeuralSpider.ForwardNode;

public interface Layer {
  interface Node {
    ForwardNode forward();
    BackwardNode backward();
    BackwardNode gradient();
  }

  int xdim();
  int ydim();
  int wdim();
  int yStart();
  void initWeights(Vec weights);
  Seq forwardFlow();
  Seq backwardFlow();
  Seq gradientFlow();
}