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GaussianProcess

Timestamp:

03/03/17 11:41:43 (8 years ago)

Author:

gkronber

Message:

#2520

renamed StorableClass -> StorableType
changed persistence to use GUIDs instead of type names

Location:

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess

Files:

: 36 edited

CovarianceFunctions/CovarianceConst.cs (modified) (1 diff)
CovarianceFunctions/CovarianceLinear.cs (modified) (1 diff)
CovarianceFunctions/CovarianceLinearArd.cs (modified) (1 diff)
CovarianceFunctions/CovarianceMask.cs (modified) (1 diff)
CovarianceFunctions/CovarianceMaternIso.cs (modified) (1 diff)
CovarianceFunctions/CovarianceNeuralNetwork.cs (modified) (1 diff)
CovarianceFunctions/CovarianceNoise.cs (modified) (1 diff)
CovarianceFunctions/CovariancePeriodic.cs (modified) (1 diff)
CovarianceFunctions/CovariancePiecewisePolynomial.cs (modified) (1 diff)
CovarianceFunctions/CovariancePolynomial.cs (modified) (1 diff)
CovarianceFunctions/CovarianceProduct.cs (modified) (1 diff)
CovarianceFunctions/CovarianceRationalQuadraticArd.cs (modified) (1 diff)
CovarianceFunctions/CovarianceRationalQuadraticIso.cs (modified) (1 diff)
CovarianceFunctions/CovarianceScale.cs (modified) (1 diff)
CovarianceFunctions/CovarianceSpectralMixture.cs (modified) (1 diff)
CovarianceFunctions/CovarianceSquaredExponentialArd.cs (modified) (1 diff)
CovarianceFunctions/CovarianceSquaredExponentialIso.cs (modified) (1 diff)
CovarianceFunctions/CovarianceSum.cs (modified) (1 diff)
GaussianProcessBase.cs (modified) (1 diff)
GaussianProcessClassification.cs (modified) (1 diff)
GaussianProcessClassificationModelCreator.cs (modified) (1 diff)
GaussianProcessClassificationSolutionCreator.cs (modified) (1 diff)
GaussianProcessCovarianceOptimizationProblem.cs (modified) (1 diff)
GaussianProcessHyperparameterInitializer.cs (modified) (1 diff)
GaussianProcessModel.cs (modified) (1 diff)
GaussianProcessModelCreator.cs (modified) (1 diff)
GaussianProcessRegression.cs (modified) (1 diff)
GaussianProcessRegressionModelCreator.cs (modified) (1 diff)
GaussianProcessRegressionSolution.cs (modified) (1 diff)
GaussianProcessRegressionSolutionCreator.cs (modified) (1 diff)
MeanFunctions/MeanConst.cs (modified) (1 diff)
MeanFunctions/MeanLinear.cs (modified) (1 diff)
MeanFunctions/MeanModel.cs (modified) (1 diff)
MeanFunctions/MeanProduct.cs (modified) (1 diff)
MeanFunctions/MeanSum.cs (modified) (1 diff)
MeanFunctions/MeanZero.cs (modified) (1 diff)

Legend:

: Unmodified
: Added
: Removed

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceConst.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("4008F27E-2A09-4A9D-843C-DD58B1FF6061")]
	32	[StorableType("4008F27E-2A09-4A9D-843C-DD58B1FF6061")]
33	33	[Item(Name = "CovarianceConst",
34	34	Description = "Constant covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceLinear.cs

r13368	r14711
28	28
29	29	namespace HeuristicLab.Algorithms.DataAnalysis {
30		[Storable~~Class~~("DA2F50B2-CCBD-4358-B318-6AF3604370ED")]
	30	[StorableType("DA2F50B2-CCBD-4358-B318-6AF3604370ED")]
31	31	[Item(Name = "CovarianceLinear", Description = "Linear covariance function for Gaussian processes.")]
32	32	public sealed class CovarianceLinear : Item, ICovarianceFunction {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceLinearArd.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("9AB4D4ED-5D24-4B49-9C6C-DE77159DFCFF")]
	32	[StorableType("9AB4D4ED-5D24-4B49-9C6C-DE77159DFCFF")]
33	33	[Item(Name = "CovarianceLinearArd",
34	34	Description = "Linear covariance function with automatic relevance determination for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceMask.cs

r13368	r14711
31	31
32	32	namespace HeuristicLab.Algorithms.DataAnalysis {
33		[Storable~~Class~~("D56C030E-C0D2-4CE7-91CA-30E94E457FBA")]
	33	[StorableType("D56C030E-C0D2-4CE7-91CA-30E94E457FBA")]
34	34	[Item(Name = "CovarianceMask",
35	35	Description = "Masking covariance function for dimension selection can be used to apply a covariance function only on certain input dimensions.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceMaternIso.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("91D5C02C-8C70-4D18-B97D-4089CE8139B1")]
	32	[StorableType("91D5C02C-8C70-4D18-B97D-4089CE8139B1")]
33	33	[Item(Name = "CovarianceMaternIso",
34	34	Description = "Matern covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceNeuralNetwork.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Algorithms.DataAnalysis {
31		[Storable~~Class~~("281C5562-860C-45BF-81B0-388539A4C4D0")]
	31	[StorableType("281C5562-860C-45BF-81B0-388539A4C4D0")]
32	32	[Item(Name = "CovarianceNeuralNetwork",
33	33	Description = "Neural network covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceNoise.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("E2AB7228-454B-4C89-8C8C-3DA58658CB94")]
	32	[StorableType("E2AB7228-454B-4C89-8C8C-3DA58658CB94")]
33	33	[Item(Name = "CovarianceNoise",
34	34	Description = "Noise covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovariancePeriodic.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("FBD52B13-AECD-4EF6-87DE-2A3405A1599B")]
	32	[StorableType("FBD52B13-AECD-4EF6-87DE-2A3405A1599B")]
33	33	[Item(Name = "CovariancePeriodic", Description = "Periodic covariance function for Gaussian processes.")]
34	34	public sealed class CovariancePeriodic : ParameterizedNamedItem, ICovarianceFunction {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovariancePiecewisePolynomial.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("842B3E75-08DD-49D9-A6EC-631E2FE8D588")]
	32	[StorableType("842B3E75-08DD-49D9-A6EC-631E2FE8D588")]
33	33	[Item(Name = "CovariancePiecewisePolynomial",
34	34	Description = "Piecewise polynomial covariance function with compact support for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovariancePolynomial.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("61CE9901-EB24-468D-AA62-6C8A889D905A")]
	32	[StorableType("61CE9901-EB24-468D-AA62-6C8A889D905A")]
33	33	[Item(Name = "CovariancePolynomial",
34	34	Description = "Polynomial covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceProduct.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Algorithms.DataAnalysis {
31		[Storable~~Class~~("D5F73EAB-4041-4EC7-9D70-9700C46B26A9")]
	31	[StorableType("D5F73EAB-4041-4EC7-9D70-9700C46B26A9")]
32	32	[Item(Name = "CovarianceProduct",
33	33	Description = "Product covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceRationalQuadraticArd.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("634E2E24-674B-49BD-8017-80051578B1BB")]
	32	[StorableType("634E2E24-674B-49BD-8017-80051578B1BB")]
33	33	[Item(Name = "CovarianceRationalQuadraticArd",
34	34	Description = "Rational quadratic covariance function with automatic relevance determination for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceRationalQuadraticIso.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Algorithms.DataAnalysis {
31		[Storable~~Class~~("92B8CB96-2C75-4362-B7A2-713D2D80BD1D")]
	31	[StorableType("92B8CB96-2C75-4362-B7A2-713D2D80BD1D")]
32	32	[Item(Name = "CovarianceRationalQuadraticIso",
33	33	Description = "Isotropic rational quadratic covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceScale.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("AC0CD93E-1233-4E60-AAE0-F5C722516B6E")]
	32	[StorableType("AC0CD93E-1233-4E60-AAE0-F5C722516B6E")]
33	33	[Item(Name = "CovarianceScale",
34	34	Description = "Scale covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceSpectralMixture.cs

r13368	r14711
31	31
32	32	namespace HeuristicLab.Algorithms.DataAnalysis {
33		[Storable~~Class~~("C6FCA5E8-229C-4745-BBE0-438298885133")]
	33	[StorableType("C6FCA5E8-229C-4745-BBE0-438298885133")]
34	34	[Item(Name = "CovarianceSpectralMixture",
35	35	Description = "The spectral mixture kernel described in Wilson A. G. and Adams R.P., Gaussian Process Kernels for Pattern Discovery and Exptrapolation, ICML 2013.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceSquaredExponentialArd.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("9745DB94-D059-435F-B2AB-8883B00FDF61")]
	32	[StorableType("9745DB94-D059-435F-B2AB-8883B00FDF61")]
33	33	[Item(Name = "CovarianceSquaredExponentialArd", Description = "Squared exponential covariance function with automatic relevance determination for Gaussian processes.")]
34	34	public sealed class CovarianceSquaredExponentialArd : ParameterizedNamedItem, ICovarianceFunction {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceSquaredExponentialIso.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("52AE6BF7-8D5E-4F3D-894B-229AD8DD3580")]
	32	[StorableType("52AE6BF7-8D5E-4F3D-894B-229AD8DD3580")]
33	33	[Item(Name = "CovarianceSquaredExponentialIso",
34	34	Description = "Isotropic squared exponential covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceFunctions/CovarianceSum.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Algorithms.DataAnalysis {
31		[Storable~~Class~~("55B05CDF-08F6-4225-8804-DA98252273ED")]
	31	[StorableType("55B05CDF-08F6-4225-8804-DA98252273ED")]
32	32	[Item(Name = "CovarianceSum",
33	33	Description = "Sum covariance function for Gaussian processes.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessBase.cs

r13368	r14711
35	35	/// Base class for Gaussian process data analysis algorithms (regression and classification).
36	36	/// </summary>
37		[Storable~~Class~~("54D74490-B7E8-4B7B-857D-7E39169DE307")]
	37	[StorableType("54D74490-B7E8-4B7B-857D-7E39169DE307")]
38	38	public abstract class GaussianProcessBase : EngineAlgorithm {
39	39	protected const string MeanFunctionParameterName = "MeanFunction";

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessClassification.cs

r13368	r14711
38	38	[Item("Gaussian Process Least-Squares Classification", "Gaussian process least-squares classification data analysis algorithm.")]
39	39	[Creatable(CreatableAttribute.Categories.DataAnalysisClassification, Priority = 160)]
40		[Storable~~Class~~("390C7F97-1322-411A-9F55-B750AA4C9BB8")]
	40	[StorableType("390C7F97-1322-411A-9F55-B750AA4C9BB8")]
41	41	public sealed class GaussianProcessClassification : GaussianProcessBase, IStorableContent {
42	42	public string Filename { get; set; }

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessClassificationModelCreator.cs

r13368	r14711
31	31
32	32	namespace HeuristicLab.Algorithms.DataAnalysis {
33		[Storable~~Class~~("490669D1-99AC-46FD-8A45-0A8208E4085F")]
	33	[StorableType("490669D1-99AC-46FD-8A45-0A8208E4085F")]
34	34	[Item(Name = "GaussianProcessClassificationModelCreator",
35	35	Description = "Creates a Gaussian process model for least-squares classification given the data, the hyperparameters, a mean function, and a covariance function.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessClassificationSolutionCreator.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("64E012A7-256C-4F5A-8579-6DE2B66C8D01")]
	32	[StorableType("64E012A7-256C-4F5A-8579-6DE2B66C8D01")]
33	33	[Item(Name = "GaussianProcessClassificationSolutionCreator",
34	34	Description = "Creates a Gaussian process solution from a trained model.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessCovarianceOptimizationProblem.cs

r13368	r14711
36	36	[Item("Gaussian Process Covariance Optimization Problem", "")]
37	37	[Creatable(CreatableAttribute.Categories.GeneticProgrammingProblems, Priority = 300)]
38		[Storable~~Class~~("AF996E8A-FD03-4BF8-8EB6-782D1F4BDBEC")]
	38	[StorableType("AF996E8A-FD03-4BF8-8EB6-782D1F4BDBEC")]
39	39	public sealed class GaussianProcessCovarianceOptimizationProblem : SymbolicExpressionTreeProblem, IStatefulItem, IRegressionProblem, IProblemInstanceConsumer<IRegressionProblemData>, IProblemInstanceExporter<IRegressionProblemData> {
40	40	#region static variables and ctor

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessHyperparameterInitializer.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("0DAB5F40-B8F4-4F66-8B1B-9D5B95E231CC")]
	32	[StorableType("0DAB5F40-B8F4-4F66-8B1B-9D5B95E231CC")]
33	33	[Item(Name = "GaussianProcessHyperparameterInitializer",
34	34	Description = "Initializers the hyperparameter vector based on the mean function, covariance function, and number of allowed input variables.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessModel.cs

r13368	r14711
32	32	/// Represents a Gaussian process model.
33	33	/// </summary>
34		[Storable~~Class~~("82445482-3DD5-4BD4-8D13-3EE48E54BF8D")]
	34	[StorableType("82445482-3DD5-4BD4-8D13-3EE48E54BF8D")]
35	35	[Item("GaussianProcessModel", "Represents a Gaussian process posterior.")]
36	36	public sealed class GaussianProcessModel : NamedItem, IGaussianProcessModel {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessModelCreator.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Algorithms.DataAnalysis {
31		[Storable~~Class~~("B80912A0-00F8-48FA-B7B1-3A63931C094D")]
	31	[StorableType("B80912A0-00F8-48FA-B7B1-3A63931C094D")]
32	32	// base class for GaussianProcessModelCreators (specific for classification and regression)
33	33	public abstract class GaussianProcessModelCreator : SingleSuccessorOperator {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegression.cs

r13368	r14711
38	38	[Item("Gaussian Process Regression", "Gaussian process regression data analysis algorithm.")]
39	39	[Creatable(CreatableAttribute.Categories.DataAnalysisRegression, Priority = 160)]
40		[Storable~~Class~~("8C3A40B8-1A2E-42D5-94C6-99FF7197D632")]
	40	[StorableType("8C3A40B8-1A2E-42D5-94C6-99FF7197D632")]
41	41	public sealed class GaussianProcessRegression : GaussianProcessBase, IStorableContent {
42	42	public string Filename { get; set; }

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionModelCreator.cs

r13368	r14711
31	31
32	32	namespace HeuristicLab.Algorithms.DataAnalysis {
33		[Storable~~Class~~("A28E75C5-E0F9-4FB6-A125-50B77CAC7C7D")]
	33	[StorableType("A28E75C5-E0F9-4FB6-A125-50B77CAC7C7D")]
34	34	[Item(Name = "GaussianProcessRegressionModelCreator",
35	35	Description = "Creates a Gaussian process model for regression given the data, the hyperparameters, a mean function, and a covariance function.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionSolution.cs

r13368	r14711
32	32	/// </summary>
33	33	[Item("GaussianProcessRegressionSolution", "Represents a Gaussian process solution for a regression problem which can be visualized in the GUI.")]
34		[Storable~~Class~~("187E5639-5E23-4471-BC2D-0CB7921E5851")]
	34	[StorableType("187E5639-5E23-4471-BC2D-0CB7921E5851")]
35	35	public sealed class GaussianProcessRegressionSolution : RegressionSolution, IGaussianProcessSolution {
36	36	private new readonly Dictionary<int, double> evaluationCache;

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionSolutionCreator.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("351F218B-3842-42FA-8532-2763CBEA0EBD")]
	32	[StorableType("351F218B-3842-42FA-8532-2763CBEA0EBD")]
33	33	[Item(Name = "GaussianProcessRegressionSolutionCreator",
34	34	Description = "Creates a Gaussian process solution from a trained model.")]

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/MeanFunctions/MeanConst.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("FDC8ABCE-A786-42D6-9595-56E528A00265")]
	32	[StorableType("FDC8ABCE-A786-42D6-9595-56E528A00265")]
33	33	[Item(Name = "MeanConst", Description = "Constant mean function for Gaussian processes.")]
34	34	public sealed class MeanConst : ParameterizedNamedItem, IMeanFunction {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/MeanFunctions/MeanLinear.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Algorithms.DataAnalysis {
32		[Storable~~Class~~("3CF17892-121B-422E-9710-DCBE8C293556")]
	32	[StorableType("3CF17892-121B-422E-9710-DCBE8C293556")]
33	33	[Item(Name = "MeanLinear", Description = "Linear mean function for Gaussian processes.")]
34	34	public sealed class MeanLinear : ParameterizedNamedItem, IMeanFunction {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/MeanFunctions/MeanModel.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Algorithms.DataAnalysis {
31		[Storable~~Class~~("FD14EE57-5A90-4E3B-B383-E5CB42CEFFE4")]
	31	[StorableType("FD14EE57-5A90-4E3B-B383-E5CB42CEFFE4")]
32	32	[Item(Name = "MeanModel", Description = "A mean function for Gaussian processes that uses a regression solution created with a different algorithm to calculate the mean.")]
33	33	// essentially an adaptor which maps from IMeanFunction to IRegressionSolution

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/MeanFunctions/MeanProduct.cs

r13368	r14711
27	27
28	28	namespace HeuristicLab.Algorithms.DataAnalysis {
29		[Storable~~Class~~("015C39DA-D747-4625-8CC9-3CD54536C06A")]
	29	[StorableType("015C39DA-D747-4625-8CC9-3CD54536C06A")]
30	30	[Item(Name = "MeanProduct", Description = "Product of mean functions for Gaussian processes.")]
31	31	public sealed class MeanProduct : Item, IMeanFunction {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/MeanFunctions/MeanSum.cs

r13368	r14711
27	27
28	28	namespace HeuristicLab.Algorithms.DataAnalysis {
29		[Storable~~Class~~("47997C4C-B988-4B0A-B954-2F117E2E4521")]
	29	[StorableType("47997C4C-B988-4B0A-B954-2F117E2E4521")]
30	30	[Item(Name = "MeanSum", Description = "Sum of mean functions for Gaussian processes.")]
31	31	public sealed class MeanSum : Item, IMeanFunction {

branches/PersistenceOverhaul/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/MeanFunctions/MeanZero.cs

r13368	r14711
27	27
28	28	namespace HeuristicLab.Algorithms.DataAnalysis {
29		[Storable~~Class~~("0EBB89C9-1C63-4E00-9248-8594F07BB7D2")]
	29	[StorableType("0EBB89C9-1C63-4E00-9248-8594F07BB7D2")]
30	30	[Item(Name = "MeanZero", Description = "Constant zero mean function for Gaussian processes.")]
31	31	public sealed class MeanZero : Item, IMeanFunction {

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