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source: trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/IGaussianProcessModel.cs @ 14099

Last change on this file since 14099 was 14099, checked in by pfleck, 8 years ago

#2597:

  • Renamed IConfidenceBoundRegressionModel/Solution+Views to IConfidenceRegressionModel/Solution+Views.
  • Moved IConfidenceRegressionModel and IConfidenceRegressionSolution into own files.
  • Moved some (helper) controls into separate sub folder.
  • Fixed typo.
File size: 1.3 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using HeuristicLab.Problems.DataAnalysis;
23
24namespace HeuristicLab.Algorithms.DataAnalysis {
25  /// <summary>
26  /// Interface to represent a Gaussian process posterior
27  /// </summary>
28  public interface IGaussianProcessModel : IConfidenceRegressionModel {
29    double NegativeLogLikelihood { get; }
30    double SigmaNoise { get; }
31    IMeanFunction MeanFunction { get; }
32    ICovarianceFunction CovarianceFunction { get; }
33    double[] HyperparameterGradients { get; }
34
35    void FixParameters();
36  }
37}
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