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source: branches/HeuristicLab.TimeSeries/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/IGaussianProcessModel.cs @ 8471

Last change on this file since 8471 was 8430, checked in by mkommend, 12 years ago

#1081: Intermediate commit of trunk updates - interpreter changes must be redone.

File size: 1.3 KB
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1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2012 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 : IRegressionModel {
29    double NegativeLogLikelihood { get; }
30    IMeanFunction MeanFunction { get; }
31    ICovarianceFunction CovarianceFunction { get; }
32    double[] GetHyperparameterGradients();
33  }
34}
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