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source: branches/2520_PersistenceReintegration/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/IGaussianProcessModel.cs @ 16559

Last change on this file since 16559 was 16559, checked in by jkarder, 5 years ago

#2520: renamed Fossil to Attic and set version to 1.0.0-pre01

File size: 1.5 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2019 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;
23using HEAL.Attic;
24
25namespace HeuristicLab.Algorithms.DataAnalysis {
26  [StorableType("dc76e136-7a3e-49cd-95b4-bbd3ead06d0c")]
27  /// <summary>
28  /// Interface to represent a Gaussian process posterior
29  /// </summary>
30  public interface IGaussianProcessModel : IConfidenceRegressionModel {
31    double NegativeLogLikelihood { get; }
32    double LooCvNegativeLogPseudoLikelihood { get; }
33    double SigmaNoise { get; }
34    IMeanFunction MeanFunction { get; }
35    ICovarianceFunction CovarianceFunction { get; }
36    double[] HyperparameterGradients { get; }
37
38    void FixParameters();
39  }
40}
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