Last change
on this file since 10041 was
9456,
checked in by swagner, 11 years ago
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Updated copyright year and added some missing license headers (#1889)
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File size:
1.4 KB
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Rev | Line | |
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[8323] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[9456] | 3 | * Copyright (C) 2002-2013 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[8323] | 4 | *
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| 5 | * This file is part of HeuristicLab.
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| 6 | *
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| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
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| 8 | * it under the terms of the GNU General Public License as published by
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| 9 | * the Free Software Foundation, either version 3 of the License, or
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| 10 | * (at your option) any later version.
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| 11 | *
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| 12 | * HeuristicLab is distributed in the hope that it will be useful,
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| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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| 15 | * GNU General Public License for more details.
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| 16 | *
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| 17 | * You should have received a copy of the GNU General Public License
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| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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| 19 | */
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| 20 | #endregion
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| 21 |
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[8473] | 22 | using System.Collections.Generic;
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[8323] | 23 | using HeuristicLab.Problems.DataAnalysis;
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| 24 |
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[8371] | 25 | namespace HeuristicLab.Algorithms.DataAnalysis {
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[8323] | 26 | /// <summary>
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| 27 | /// Interface to represent a Gaussian process posterior
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| 28 | /// </summary>
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[8416] | 29 | public interface IGaussianProcessModel : IRegressionModel {
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[8323] | 30 | double NegativeLogLikelihood { get; }
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[8582] | 31 | double SigmaNoise { get; }
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[8323] | 32 | IMeanFunction MeanFunction { get; }
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| 33 | ICovarianceFunction CovarianceFunction { get; }
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[8484] | 34 | double[] HyperparameterGradients { get; }
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[8473] | 35 |
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| 36 | IEnumerable<double> GetEstimatedVariance(Dataset ds, IEnumerable<int> rows);
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[8982] | 37 | void FixParameters();
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[8323] | 38 | }
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| 39 | }
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