67 references to NormalizeTransform
Microsoft.ML.Data (67)
Commands\TrainCommand.cs (1)
480=> NormalizeTransform.CreateMinMaxNormalizer(innerEnv, input, featureColumn);
Transforms\NormalizeColumn.cs (31)
20[assembly: LoadableClass(NormalizeTransform.MinMaxNormalizerSummary, typeof(IDataTransform), typeof(NormalizeTransform), typeof(NormalizeTransform.MinMaxArguments), typeof(SignatureDataTransform), 21NormalizeTransform.MinMaxNormalizerUserName, "MinMaxNormalizer", NormalizeTransform.MinMaxNormalizerShortName)] 23[assembly: LoadableClass(NormalizeTransform.MeanVarNormalizerSummary, typeof(IDataTransform), typeof(NormalizeTransform), typeof(NormalizeTransform.MeanVarArguments), typeof(SignatureDataTransform), 24NormalizeTransform.MeanVarNormalizerUserName, "MeanVarNormalizer", NormalizeTransform.MeanVarNormalizerShortName, "ZScoreNormalizer", "ZScore", "GaussianNormalizer", "Gaussian")] 26[assembly: LoadableClass(NormalizeTransform.LogMeanVarNormalizerSummary, typeof(IDataTransform), typeof(NormalizeTransform), typeof(NormalizeTransform.LogMeanVarArguments), typeof(SignatureDataTransform), 27NormalizeTransform.LogMeanVarNormalizerUserName, "LogMeanVarNormalizer", NormalizeTransform.LogMeanVarNormalizerShortName, "LogNormalNormalizer", "LogNormal")] 29[assembly: LoadableClass(NormalizeTransform.BinNormalizerSummary, typeof(IDataTransform), typeof(NormalizeTransform), typeof(NormalizeTransform.BinArguments), typeof(SignatureDataTransform), 30NormalizeTransform.BinNormalizerUserName, "BinNormalizer", NormalizeTransform.BinNormalizerShortName)] 32[assembly: LoadableClass(NormalizeTransform.RobustScalingNormalizerSummary, typeof(IDataTransform), typeof(NormalizeTransform), typeof(NormalizeTransform.RobustScalingArguments), typeof(SignatureDataTransform), 33NormalizeTransform.RobustScalingNormalizerUserName, "RobustScalingNormalizer", NormalizeTransform.RobustScalingNormalizerShortName)] 35[assembly: LoadableClass(typeof(NormalizeTransform.AffineColumnFunction), null, typeof(SignatureLoadColumnFunction), 38[assembly: LoadableClass(typeof(NormalizeTransform.CdfColumnFunction), null, typeof(SignatureLoadColumnFunction), 39"CDF Normalizer", NormalizeTransform.CdfColumnFunction.LoaderSignature)] 41[assembly: LoadableClass(NormalizeTransform.BinNormalizerSummary, typeof(NormalizeTransform.BinColumnFunction), null, typeof(SignatureLoadColumnFunction), 42"Bin Normalizer", NormalizeTransform.BinColumnFunction.LoaderSignature)]
Transforms\Normalizer.cs (7)
188=> NormalizeTransform.MinMaxUtils.CreateBuilder(this, host, srcIndex, srcType, cursor); 206=> NormalizeTransform.MeanVarUtils.CreateBuilder(this, host, srcIndex, srcType, cursor); 224=> NormalizeTransform.LogMeanVarUtils.CreateBuilder(this, host, srcIndex, srcType, cursor); 240=> NormalizeTransform.BinUtils.CreateBuilder(this, host, srcIndex, srcType, cursor); 264=> NormalizeTransform.SupervisedBinUtils.CreateBuilder(this, host, LabelColumnName, srcIndex, srcType, cursor); 284=> NormalizeTransform.RobustScaleUtils.CreateBuilder(this, host, srcIndex, srcType, cursor); 953/// If normalization is performed with <see cref="NormalizeTransform.ControlZeroArgumentsBase.EnsureZeroUntouched"/> set to <value>true</value>,
Transforms\NormalizeUtils.cs (28)
74/// This contains entry-point definitions related to <see cref="NormalizeTransform"/>. 79[TlcModule.EntryPoint(Name = "Transforms.MinMaxNormalizer", Desc = NormalizeTransform.MinMaxNormalizerSummary, UserName = NormalizeTransform.MinMaxNormalizerUserName, ShortName = NormalizeTransform.MinMaxNormalizerShortName)] 80public static CommonOutputs.TransformOutput MinMax(IHostEnvironment env, NormalizeTransform.MinMaxArguments input) 87var xf = NormalizeTransform.Create(host, input, input.Data); 91[TlcModule.EntryPoint(Name = "Transforms.MeanVarianceNormalizer", Desc = NormalizeTransform.MeanVarNormalizerSummary, UserName = NormalizeTransform.MeanVarNormalizerUserName, ShortName = NormalizeTransform.MeanVarNormalizerShortName)] 92public static CommonOutputs.TransformOutput MeanVar(IHostEnvironment env, NormalizeTransform.MeanVarArguments input) 99var xf = NormalizeTransform.Create(host, input, input.Data); 103[TlcModule.EntryPoint(Name = "Transforms.LogMeanVarianceNormalizer", Desc = NormalizeTransform.LogMeanVarNormalizerSummary, UserName = NormalizeTransform.LogMeanVarNormalizerUserName, ShortName = NormalizeTransform.LogMeanVarNormalizerShortName)] 104public static CommonOutputs.TransformOutput LogMeanVar(IHostEnvironment env, NormalizeTransform.LogMeanVarArguments input) 111var xf = NormalizeTransform.Create(host, input, input.Data); 115[TlcModule.EntryPoint(Name = "Transforms.BinNormalizer", Desc = NormalizeTransform.BinNormalizerSummary, UserName = NormalizeTransform.BinNormalizerUserName, ShortName = NormalizeTransform.BinNormalizerShortName)] 116public static CommonOutputs.TransformOutput Bin(IHostEnvironment env, NormalizeTransform.BinArguments input) 123var xf = NormalizeTransform.Create(host, input, input.Data); 127[TlcModule.EntryPoint(Name = "Transforms.RobustScalingNormalizer", Desc = NormalizeTransform.RobustScalingNormalizerSummary, UserName = NormalizeTransform.RobustScalingNormalizerUserName, ShortName = NormalizeTransform.RobustScalingNormalizerShortName)] 128public static CommonOutputs.TransformOutput RobustScaling(IHostEnvironment env, NormalizeTransform.RobustScalingArguments input) 135var xf = NormalizeTransform.Create(host, input, input.Data); 142NormalizeTransform.MinMaxArguments input, 146var columnsToNormalize = new List<NormalizeTransform.AffineColumn>();