- Timestamp:
- 04/02/14 11:23:44 (11 years ago)
- Location:
- branches/DataPreprocessing
- Files:
-
- 5 edited
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branches/DataPreprocessing/HeuristicLab.DataPreprocessing/3.3/HeuristicLab.DataPreprocessing-3.3.csproj
r10673 r10694 155 155 <Name>HeuristicLab.Parameters-3.3</Name> 156 156 </ProjectReference> 157 <ProjectReference Include="..\..\HeuristicLab.Persistence\3.3\HeuristicLab.Persistence-3.3.csproj"> 158 <Project>{102bc7d3-0ef9-439c-8f6d-96ff0fdb8e1b}</Project> 159 <Name>HeuristicLab.Persistence-3.3</Name> 160 </ProjectReference> 157 161 <ProjectReference Include="..\..\HeuristicLab.PluginInfrastructure\3.3\HeuristicLab.PluginInfrastructure-3.3.csproj"> 158 162 <Project>{94186a6a-5176-4402-ae83-886557b53cca}</Project> -
branches/DataPreprocessing/HeuristicLab.DataPreprocessing/3.3/Implementations/Transformations/LinearTransformation.cs
r10671 r10694 20 20 #endregion 21 21 22 23 using System.Collections.Generic; 22 24 using System.Linq; 25 using HeuristicLab.Common; 23 26 using HeuristicLab.Core; 24 27 using HeuristicLab.Data; 25 28 using HeuristicLab.DataPreprocessing.Transformations; 26 using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;27 29 using HeuristicLab.Parameters; 28 29 30 namespace HeuristicLab.DataPreprocessing.Implementations.Transformations { 30 31 [Item("LinearTransformation", "Represents a linear transformation with multiplication and addition.")] 31 public class LinearTransformation : Transformation {32 public class LinearTransformation : Transformation<double> { 32 33 33 34 #region Parameters … … 46 47 } 47 48 48 public override void Transform() { 49 PreprocessingData.InTransaction(() => { 50 int idx = PreprocessingData.GetColumnIndex(Column); 51 if (PreprocessingData.IsType<double>(idx)) { 52 var column = PreprocessingData.GetValues<double>(idx); 53 var transformedColumn = column.Select(e => e * MultiplicandParameter.Value.Value + SummandParameter.Value.Value).ToList(); 54 PreprocessingData.SetValues<double>(idx, transformedColumn); 55 } 56 }, 57 DataPreprocessingChangedEventType.Transformation); 49 public override IEnumerable<double> Apply(IEnumerable<double> data) { 50 return data.Select(e => e * MultiplicandParameter.Value.Value + SummandParameter.Value.Value).ToList(); 58 51 } 59 52 60 public override I SymbolicExpressionTree GenerateInverseTransformation() {53 public override IEnumerable<double> InverseApply(IEnumerable<double> data) { 61 54 throw new System.NotImplementedException(); 62 55 } 63 56 64 public override void Check() {57 public override IDeepCloneable Clone(Cloner cloner) { 65 58 throw new System.NotImplementedException(); 66 59 } 67 60 68 public override Common.IDeepCloneable Clone(Common.Cloner cloner) {61 public override void Check(IEnumerable<double> data) { 69 62 throw new System.NotImplementedException(); 70 63 } -
branches/DataPreprocessing/HeuristicLab.DataPreprocessing/3.3/Implementations/Transformations/Transformation.cs
r10671 r10694 20 20 #endregion 21 21 22 using System.Collections.Generic; 22 23 using HeuristicLab.Common; 23 24 using HeuristicLab.Core; 24 using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding; 25 using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; 26 using HeuristicLab.Problems.DataAnalysis; 25 27 26 28 namespace HeuristicLab.DataPreprocessing.Transformations { 27 29 [Item("Transformation", "Represents the base class for a transformation.")] 28 public abstract class Transformation : ParameterizedNamedItem { 30 [StorableClass] 31 public abstract class Transformation<T> : ParameterizedNamedItem, ITransformation<T> { 32 public string Column { get; private set; } 29 33 30 protected new ParameterCollection Parameters { 31 get { return base.Parameters; } 34 [StorableConstructor] 35 protected Transformation(bool deserializing) : base(deserializing) { } 36 protected Transformation(Transformation<T> original, Cloner cloner) 37 : base(original, cloner) { 38 Column = original.Column; 32 39 } 33 34 protected ITransactionalPreprocessingData PreprocessingData { get; private set; } 35 36 protected string Column { get; private set; } 37 38 protected Transformation() { 39 } 40 41 protected Transformation(ITransactionalPreprocessingData preprocessingData, string column) { 42 this.PreprocessingData = preprocessingData; 40 protected Transformation() { } 41 protected Transformation(string column) { 43 42 this.Column = column; 44 43 } 45 44 46 protected Transformation(Transformation original, Cloner cloner) 47 : base(original, cloner) { 48 PreprocessingData = (ITransactionalPreprocessingData)original.PreprocessingData.Clone(); 49 Column = original.Column; 50 } 45 public abstract IEnumerable<T> Apply(IEnumerable<T> data); 51 46 52 public abstract void Transform();47 public abstract IEnumerable<T> InverseApply(IEnumerable<T> data); 53 48 54 public abstract ISymbolicExpressionTree GenerateInverseTransformation(); 55 56 public abstract void Check(); 57 49 public abstract void Check(IEnumerable<T> data); 58 50 } 59 51 } -
branches/DataPreprocessing/HeuristicLab.DataPreprocessing/3.3/Plugin.cs.frame
r10673 r10694 44 44 [PluginDependency("HeuristicLab.Problems.DataAnalysis.Symbolic", "3.4")] 45 45 [PluginDependency("HeuristicLab.Parameters","3.3")] 46 [PluginDependency("HeuristicLab.Persistence","3.3")] 46 47 public class HeuristicLabDataPreprocessingPlugin : PluginBase { 47 48 } -
branches/DataPreprocessing/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/ITransformation.cs
r10689 r10694 24 24 25 25 namespace HeuristicLab.Problems.DataAnalysis { 26 public interface ITransformation : IParameterizedItem {26 public interface ITransformation<T> : IParameterizedItem { 27 27 string Column { get; } 28 IEnumerable<T> Apply <T>(IEnumerable<T> data);29 IEnumerable<T> InverseApply <T>(IEnumerable<T> data);28 IEnumerable<T> Apply(IEnumerable<T> data); 29 IEnumerable<T> InverseApply(IEnumerable<T> data); 30 30 } 31 31 }
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