Last change
on this file since 8366 was
8323,
checked in by gkronber, 12 years ago
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#1902 initial import of Gaussian process regression algorithm
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File size:
454 bytes
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3 | using HeuristicLab.Core;
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4 |
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5 | namespace HeuristicLab.Algorithms.DataAnalysis.GaussianProcess {
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6 | public interface ICovarianceFunction : IItem {
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7 | int GetNumberOfParameters(int numberOfVariables);
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8 | void SetParameter(double[] hyp, double[,] x);
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9 | void SetParameter(double[] hyp, double[,] x, double[,] xt);
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10 |
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11 | double GetCovariance(int i, int j);
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12 | double[] GetDiagonalCovariances();
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13 | double[] GetGradient(int i, int j);
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14 | }
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15 | }
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