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source: branches/2925_AutoDiffForDynamicalModels/HeuristicLab.Algorithms.DataAnalysis/3.4/Nca/Initialization/INcaInitializer.cs @ 16662

Last change on this file since 16662 was 16662, checked in by gkronber, 5 years ago

#2925: merged all changes from trunk to branch (up to r16659)

File size: 1.6 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.Core;
23using HeuristicLab.Problems.DataAnalysis;
24using HEAL.Attic;
25
26namespace HeuristicLab.Algorithms.DataAnalysis {
27  [StorableType("4e8ff5de-c353-47cb-baa7-1a9be8f89456")]
28  public interface INcaInitializer : IOperator {
29    /// <summary>
30    /// Calculates an initial projection for the NCA to start from.
31    /// </summary>
32    /// <param name="data">The problem data that contains the AllowedInputVariables and TrainingIndices.</param>
33    /// <param name="dimensions">The amount of columns in the matrix</param>
34    /// <returns>The matrix that projects the input variables into a lower dimensional space.</returns>
35    double[,] Initialize(IClassificationProblemData data, int dimensions);
36  }
37}
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