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),
21
NormalizeTransform
.MinMaxNormalizerUserName, "MinMaxNormalizer",
NormalizeTransform
.MinMaxNormalizerShortName)]
23
[assembly: LoadableClass(
NormalizeTransform
.MeanVarNormalizerSummary, typeof(IDataTransform), typeof(
NormalizeTransform
), typeof(
NormalizeTransform
.MeanVarArguments), typeof(SignatureDataTransform),
24
NormalizeTransform
.MeanVarNormalizerUserName, "MeanVarNormalizer",
NormalizeTransform
.MeanVarNormalizerShortName, "ZScoreNormalizer", "ZScore", "GaussianNormalizer", "Gaussian")]
26
[assembly: LoadableClass(
NormalizeTransform
.LogMeanVarNormalizerSummary, typeof(IDataTransform), typeof(
NormalizeTransform
), typeof(
NormalizeTransform
.LogMeanVarArguments), typeof(SignatureDataTransform),
27
NormalizeTransform
.LogMeanVarNormalizerUserName, "LogMeanVarNormalizer",
NormalizeTransform
.LogMeanVarNormalizerShortName, "LogNormalNormalizer", "LogNormal")]
29
[assembly: LoadableClass(
NormalizeTransform
.BinNormalizerSummary, typeof(IDataTransform), typeof(
NormalizeTransform
), typeof(
NormalizeTransform
.BinArguments), typeof(SignatureDataTransform),
30
NormalizeTransform
.BinNormalizerUserName, "BinNormalizer",
NormalizeTransform
.BinNormalizerShortName)]
32
[assembly: LoadableClass(
NormalizeTransform
.RobustScalingNormalizerSummary, typeof(IDataTransform), typeof(
NormalizeTransform
), typeof(
NormalizeTransform
.RobustScalingArguments), typeof(SignatureDataTransform),
33
NormalizeTransform
.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)]
80
public static CommonOutputs.TransformOutput MinMax(IHostEnvironment env,
NormalizeTransform
.MinMaxArguments input)
87
var xf =
NormalizeTransform
.Create(host, input, input.Data);
91
[TlcModule.EntryPoint(Name = "Transforms.MeanVarianceNormalizer", Desc =
NormalizeTransform
.MeanVarNormalizerSummary, UserName =
NormalizeTransform
.MeanVarNormalizerUserName, ShortName =
NormalizeTransform
.MeanVarNormalizerShortName)]
92
public static CommonOutputs.TransformOutput MeanVar(IHostEnvironment env,
NormalizeTransform
.MeanVarArguments input)
99
var xf =
NormalizeTransform
.Create(host, input, input.Data);
103
[TlcModule.EntryPoint(Name = "Transforms.LogMeanVarianceNormalizer", Desc =
NormalizeTransform
.LogMeanVarNormalizerSummary, UserName =
NormalizeTransform
.LogMeanVarNormalizerUserName, ShortName =
NormalizeTransform
.LogMeanVarNormalizerShortName)]
104
public static CommonOutputs.TransformOutput LogMeanVar(IHostEnvironment env,
NormalizeTransform
.LogMeanVarArguments input)
111
var xf =
NormalizeTransform
.Create(host, input, input.Data);
115
[TlcModule.EntryPoint(Name = "Transforms.BinNormalizer", Desc =
NormalizeTransform
.BinNormalizerSummary, UserName =
NormalizeTransform
.BinNormalizerUserName, ShortName =
NormalizeTransform
.BinNormalizerShortName)]
116
public static CommonOutputs.TransformOutput Bin(IHostEnvironment env,
NormalizeTransform
.BinArguments input)
123
var xf =
NormalizeTransform
.Create(host, input, input.Data);
127
[TlcModule.EntryPoint(Name = "Transforms.RobustScalingNormalizer", Desc =
NormalizeTransform
.RobustScalingNormalizerSummary, UserName =
NormalizeTransform
.RobustScalingNormalizerUserName, ShortName =
NormalizeTransform
.RobustScalingNormalizerShortName)]
128
public static CommonOutputs.TransformOutput RobustScaling(IHostEnvironment env,
NormalizeTransform
.RobustScalingArguments input)
135
var xf =
NormalizeTransform
.Create(host, input, input.Data);
142
NormalizeTransform
.MinMaxArguments input,
146
var columnsToNormalize = new List<
NormalizeTransform
.AffineColumn>();