Regularizer.java

package edu.berkeley.nlp.math;

/**
 * User: aria42
 * Date: Mar 10, 2009
 */
public interface Regularizer {
  /**
   * Return Regularizer value and in-place grad update scaled
   * by constant c
   * @param weights
   * @param grad
   * @return
   */
  public double update(double[] weights, double[] grad, double c);
  public double val(double[] weights, double c);
}