Examples of GaussianGenerator

fr.lip6.jkernelmachines.util.generators.GaussianGenerator

Class for generating toys subject to binary classification tasks, using Gaussian distribution.

Toys are sampled from 2 Gaussian distributions (one for the positive samples, the other for the negtive samples). The positive samples have a mean of p on each component, while the negative samples have a mean of -p on each component. The number of dimension, the spacing p and the standard deviation of the Gaussian can be adjusted.
Generated lists are shuffled.
@author picard
org.uncommons.maths.random.GaussianGenerator
kipedia.org/wiki/Normal_distribution" target="_top">Normally distributed random sequence. @author Daniel Dyer

Examples of org.uncommons.maths.random.GaussianGenerator

   * @param sd
   *          a double standard deviation
   * @return a double sample
   */
  public static double rNorm(double mean, double sd) {
    GaussianGenerator dist = new GaussianGenerator(mean, sd, RANDOM);
    return dist.nextValue();
  }

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