257 references to TransformsCatalog
Microsoft.ML.Data (59)
MLContext.cs (1)
64public TransformsCatalog Transforms { get; }
Transforms\ColumnConcatenatingEstimator.cs (1)
38/// <seealso cref="TransformExtensionsCatalog.Concatenate(TransformsCatalog, string, string[])"/>
Transforms\ColumnCopying.cs (1)
53/// <seealso cref="TransformExtensionsCatalog.CopyColumns(TransformsCatalog, string, string)" />
Transforms\ColumnSelecting.cs (3)
61/// <seealso cref="TransformExtensionsCatalog.DropColumns(TransformsCatalog, string[])"/> 62/// <seealso cref="TransformExtensionsCatalog.SelectColumns(TransformsCatalog, string[])"/> 63/// <seealso cref="TransformExtensionsCatalog.SelectColumns(TransformsCatalog, string[], bool)"/>
Transforms\ConversionsExtensionsCatalog.cs (23)
18/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of data conversion and mapping transformer components. 45public static HashingEstimator Hash(this TransformsCatalog.ConversionTransforms catalog, string outputColumnName, string inputColumnName = null, 65public static HashingEstimator Hash(this TransformsCatalog.ConversionTransforms catalog, params ColumnOptions[] columns) 82public static TypeConvertingEstimator ConvertType(this TransformsCatalog.ConversionTransforms catalog, string outputColumnName, string inputColumnName = null, 100public static TypeConvertingEstimator ConvertType(this TransformsCatalog.ConversionTransforms catalog, 119internal static TypeConvertingEstimator ConvertType(this TransformsCatalog.ConversionTransforms catalog, params TypeConvertingEstimator.ColumnOptions[] columns) 126/// <see cref="MapValueToKey(TransformsCatalog.ConversionTransforms, InputOutputColumnPair[], int, ValueToKeyMappingEstimator.KeyOrdinality, bool, IDataView)"/></remarks> 139public static KeyToValueMappingEstimator MapKeyToValue(this TransformsCatalog.ConversionTransforms catalog, string outputColumnName, string inputColumnName = null) 147/// <see cref="MapValueToKey(TransformsCatalog.ConversionTransforms, InputOutputColumnPair[], int, ValueToKeyMappingEstimator.KeyOrdinality, bool, IDataView)"/></remarks> 159public static KeyToValueMappingEstimator MapKeyToValue(this TransformsCatalog.ConversionTransforms catalog, InputOutputColumnPair[] columns) 173internal static KeyToVectorMappingEstimator MapKeyToVector(this TransformsCatalog.ConversionTransforms catalog, 193public static KeyToVectorMappingEstimator MapKeyToVector(this TransformsCatalog.ConversionTransforms catalog, 212public static KeyToVectorMappingEstimator MapKeyToVector(this TransformsCatalog.ConversionTransforms catalog, 247public static ValueToKeyMappingEstimator MapValueToKey(this TransformsCatalog.ConversionTransforms catalog, 282public static ValueToKeyMappingEstimator MapValueToKey(this TransformsCatalog.ConversionTransforms catalog, 307internal static ValueToKeyMappingEstimator MapValueToKey(this TransformsCatalog.ConversionTransforms catalog, 333this TransformsCatalog.ConversionTransforms catalog, 365this TransformsCatalog.ConversionTransforms catalog, 398this TransformsCatalog.ConversionTransforms catalog, 438this TransformsCatalog.ConversionTransforms catalog, 469this TransformsCatalog.ConversionTransforms catalog, 509this TransformsCatalog.ConversionTransforms catalog, 529this TransformsCatalog.ConversionTransforms catalog,
Transforms\ExplainabilityCatalog.cs (3)
15/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of model explainability components. 38public static FeatureContributionCalculatingEstimator CalculateFeatureContribution(this TransformsCatalog catalog, 64public static FeatureContributionCalculatingEstimator CalculateFeatureContribution<TModelParameters, TCalibrator>(this TransformsCatalog catalog,
Transforms\ExtensionsCatalog.cs (7)
53/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of transform components 74public static ColumnCopyingEstimator CopyColumns(this TransformsCatalog catalog, string outputColumnName, string inputColumnName) 92internal static ColumnCopyingEstimator CopyColumns(this TransformsCatalog catalog, params InputOutputColumnPair[] columns) 115public static ColumnConcatenatingEstimator Concatenate(this TransformsCatalog catalog, string outputColumnName, params string[] inputColumnNames) 132public static ColumnSelectingEstimator DropColumns(this TransformsCatalog catalog, params string[] columnNames) 150public static ColumnSelectingEstimator SelectColumns(this TransformsCatalog catalog, 168public static ColumnSelectingEstimator SelectColumns(this TransformsCatalog catalog,
Transforms\FeatureContributionCalculationTransformer.cs (2)
295/// <seealso cref="ExplainabilityCatalog.CalculateFeatureContribution(TransformsCatalog, ISingleFeaturePredictionTransformer{ICalculateFeatureContribution}, int, int, bool)"/> 296/// <seealso cref="ExplainabilityCatalog.CalculateFeatureContribution{TModelParameters, TCalibrator}(TransformsCatalog, ISingleFeaturePredictionTransformer{Calibrators.CalibratedModelParametersBase{TModelParameters, TCalibrator}}, int, int, bool)"/>
Transforms\Hashing.cs (2)
1762/// <seealso cref="ConversionsExtensionsCatalog.Hash(TransformsCatalog.ConversionTransforms, string, string, int, int)"/> 1763/// <seealso cref="ConversionsExtensionsCatalog.Hash(TransformsCatalog.ConversionTransforms, HashingEstimator.ColumnOptions[])"/>
Transforms\KeyToValue.cs (2)
616/// <seealso cref="ConversionsExtensionsCatalog.MapKeyToValue(TransformsCatalog.ConversionTransforms, InputOutputColumnPair[])"/> 617/// <seealso cref="ConversionsExtensionsCatalog.MapKeyToValue(TransformsCatalog.ConversionTransforms, string, string)"/>
Transforms\KeyToVector.cs (2)
758/// <seealso cref=" ConversionsExtensionsCatalog.MapKeyToVector(TransformsCatalog.ConversionTransforms, InputOutputColumnPair[], bool)"/> 759/// <seealso cref=" ConversionsExtensionsCatalog.MapKeyToVector(TransformsCatalog.ConversionTransforms, string, string, bool)"/>
Transforms\TransformsCatalog.cs (4)
56internal CategoricalTransforms(TransformsCatalog owner) 70internal ConversionTransforms(TransformsCatalog owner) 84internal TextTransforms(TransformsCatalog owner) 98internal FeatureSelectionTransforms(TransformsCatalog owner)
Transforms\TypeConverting.cs (2)
531/// <seealso cref="ConversionsExtensionsCatalog.ConvertType(TransformsCatalog.ConversionTransforms, InputOutputColumnPair[], DataKind)"/> 532/// <seealso cref="ConversionsExtensionsCatalog.ConvertType(TransformsCatalog.ConversionTransforms, string, string, DataKind)"/>
Transforms\ValueMapping.cs (2)
65/// <seealso cref="ConversionsExtensionsCatalog.MapValue(TransformsCatalog.ConversionTransforms, string, IDataView, DataViewSchema.Column, DataViewSchema.Column, string)"/> 166/// <seealso cref="ConversionsExtensionsCatalog.MapValue{TInputType, TOutputType}(TransformsCatalog.ConversionTransforms, string, IEnumerable{KeyValuePair{TInputType, TOutputType}}, string, bool)"/>
Transforms\ValueToKeyMappingEstimator.cs (4)
43/// <seealso cref="ConversionsExtensionsCatalog.MapValueToKey(TransformsCatalog.ConversionTransforms, InputOutputColumnPair[], int, KeyOrdinality, bool, IDataView)"/> 44/// <seealso cref="ConversionsExtensionsCatalog.MapValueToKey(TransformsCatalog.ConversionTransforms, string, string, int, KeyOrdinality, bool, IDataView)"/> 45/// <seealso cref="ConversionsExtensionsCatalog.MapValueToKey(TransformsCatalog.ConversionTransforms, InputOutputColumnPair[], int, ValueToKeyMappingEstimator.KeyOrdinality, bool, IDataView)"/> 46/// <seealso cref="ConversionsExtensionsCatalog.MapValueToKey(TransformsCatalog.ConversionTransforms, string, string, int, ValueToKeyMappingEstimator.KeyOrdinality, bool, IDataView)"/>
Microsoft.ML.FastTree (23)
TreeEnsembleFeaturizationEstimator.cs (8)
178/// <seealso cref="TreeExtensions.FeaturizeByPretrainTreeEnsemble(TransformsCatalog, PretrainedTreeFeaturizationEstimator.Options)"/> 183/// used when calling <see cref="TreeExtensions.FeaturizeByPretrainTreeEnsemble(TransformsCatalog, Options)"/>. 220/// <seealso cref="TreeExtensions.FeaturizeByFastTreeBinary(TransformsCatalog, FastTreeBinaryFeaturizationEstimator.Options)"/> 263/// <seealso cref="TreeExtensions.FeaturizeByFastTreeRegression(TransformsCatalog, FastTreeRegressionFeaturizationEstimator.Options)"/> 306/// <seealso cref="TreeExtensions.FeaturizeByFastForestBinary(TransformsCatalog, FastForestBinaryFeaturizationEstimator.Options)"/> 349/// <seealso cref="TreeExtensions.FeaturizeByFastForestRegression(TransformsCatalog, FastForestRegressionFeaturizationEstimator.Options)"/> 392/// <seealso cref="TreeExtensions.FeaturizeByFastTreeRanking(TransformsCatalog, FastTreeRankingFeaturizationEstimator.Options)"/> 435/// <seealso cref="TreeExtensions.FeaturizeByFastTreeTweedie(TransformsCatalog, FastTreeTweedieFeaturizationEstimator.Options)"/>
TreeTrainersCatalog.cs (15)
13/// <see cref="MulticlassClassificationCatalog"/>, <see cref="RankingCatalog"/>, and <see cref="TransformsCatalog"/> 443/// <param name="catalog">The context <see cref="TransformsCatalog"/> to create <see cref="PretrainedTreeFeaturizationEstimator"/>.</param> 453public static PretrainedTreeFeaturizationEstimator FeaturizeByPretrainTreeEnsemble(this TransformsCatalog catalog, 464/// <param name="catalog">The context <see cref="TransformsCatalog"/> to create <see cref="PretrainedTreeFeaturizationEstimator"/>.</param> 474public static FastForestRegressionFeaturizationEstimator FeaturizeByFastForestRegression(this TransformsCatalog catalog, 485/// <param name="catalog">The context <see cref="TransformsCatalog"/> to create <see cref="FastTreeRegressionFeaturizationEstimator"/>.</param> 495public static FastTreeRegressionFeaturizationEstimator FeaturizeByFastTreeRegression(this TransformsCatalog catalog, 506/// <param name="catalog">The context <see cref="TransformsCatalog"/> to create <see cref="FastForestBinaryFeaturizationEstimator"/>.</param> 516public static FastForestBinaryFeaturizationEstimator FeaturizeByFastForestBinary(this TransformsCatalog catalog, 527/// <param name="catalog">The context <see cref="TransformsCatalog"/> to create <see cref="FastTreeBinaryFeaturizationEstimator"/>.</param> 537public static FastTreeBinaryFeaturizationEstimator FeaturizeByFastTreeBinary(this TransformsCatalog catalog, 548/// <param name="catalog">The context <see cref="TransformsCatalog"/> to create <see cref="FastTreeRankingFeaturizationEstimator"/>.</param> 558public static FastTreeRankingFeaturizationEstimator FeaturizeByFastTreeRanking(this TransformsCatalog catalog, 569/// <param name="catalog">The context <see cref="TransformsCatalog"/> to create <see cref="FastTreeTweedieFeaturizationEstimator"/>.</param> 579public static FastTreeTweedieFeaturizationEstimator FeaturizeByFastTreeTweedie(this TransformsCatalog catalog,
Microsoft.ML.ImageAnalytics (16)
ExtensionsCatalog.cs (11)
12/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of image processing transformer components. 32public static ImageGrayscalingEstimator ConvertToGrayscale(this TransformsCatalog catalog, string outputColumnName, string inputColumnName = null) 48internal static ImageGrayscalingEstimator ConvertToGrayscale(this TransformsCatalog catalog, params InputOutputColumnPair[] columns) 71public static ImageLoadingEstimator LoadImages(this TransformsCatalog catalog, string outputColumnName, string imageFolder, string inputColumnName = null) 90public static ImageLoadingEstimator LoadRawImageBytes(this TransformsCatalog catalog, string outputColumnName, string imageFolder, string inputColumnName = null) 116public static ImagePixelExtractingEstimator ExtractPixels(this TransformsCatalog catalog, 134internal static ImagePixelExtractingEstimator ExtractPixels(this TransformsCatalog catalog, params ImagePixelExtractingEstimator.ColumnOptions[] columnOptions) 156public static ImageResizingEstimator ResizeImages(this TransformsCatalog catalog, 185internal static ImageResizingEstimator ResizeImages(this TransformsCatalog catalog, params ImageResizingEstimator.ColumnOptions[] columnOptions) 194internal static VectorToImageConvertingEstimator ConvertToImage(this TransformsCatalog catalog, params VectorToImageConvertingEstimator.ColumnOptions[] columnOptions) 224public static VectorToImageConvertingEstimator ConvertToImage(this TransformsCatalog catalog, int imageHeight, int imageWidth, string outputColumnName, string inputColumnName = null,
ImageGrayscale.cs (1)
228/// <seealso cref="ImageEstimatorsCatalog.ConvertToGrayscale(TransformsCatalog, string, string)" />
ImageLoader.cs (1)
399/// <seealso cref="ImageEstimatorsCatalog.LoadImages(TransformsCatalog, string, string, string)" />
ImagePixelExtractor.cs (1)
503/// <seealso cref="ImageEstimatorsCatalog.ExtractPixels(TransformsCatalog, string, string, ColorBits, ColorsOrder, bool, float, float, bool)" />
ImageResizer.cs (1)
364/// <seealso cref="ImageEstimatorsCatalog.ResizeImages(TransformsCatalog, string, int, int, string, ResizingKind, Anchor)"/>
VectorToImageTransform.cs (1)
452/// <seealso cref="ImageEstimatorsCatalog.ConvertToImage(TransformsCatalog, int, int, string, string, ImagePixelExtractingEstimator.ColorBits, ImagePixelExtractingEstimator.ColorsOrder, bool, float, float, int, int, int, int)" />
Microsoft.ML.Mkl.Components (3)
MklComponentsCatalog.cs (3)
14/// <see cref="BinaryClassificationCatalog.BinaryClassificationTrainers"/>, and <see cref="TransformsCatalog"/> 149public static VectorWhiteningEstimator VectorWhiten(this TransformsCatalog catalog, string outputColumnName, string inputColumnName = null, 170internal static VectorWhiteningEstimator VectorWhiten(this TransformsCatalog catalog, params VectorWhiteningEstimator.ColumnOptions[] columns)
Microsoft.ML.OnnxTransformer (19)
DnnImageFeaturizerTransform.cs (2)
18/// <seealso cref="OnnxCatalog.DnnFeaturizeImage(TransformsCatalog, string, Func{DnnImageFeaturizerInput, EstimatorChain{ColumnCopyingTransformer}}, string)"/> 82/// <seealso cref="OnnxCatalog.DnnFeaturizeImage(TransformsCatalog, string, Func{DnnImageFeaturizerInput, EstimatorChain{ColumnCopyingTransformer}}, string)"/>
OnnxCatalog.cs (17)
38public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, string modelFile, int? gpuDeviceId = null, bool fallbackToCpu = false) 66public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, Stream modelBytes, int? gpuDeviceId = null, bool fallbackToCpu = false) 98public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 134public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 165public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 197public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 218public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, OnnxOptions options) 250public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 288public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 315public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 340public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 369public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 399public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 430public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 462public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatalog catalog, 493public static DnnImageFeaturizerEstimator DnnFeaturizeImage(this TransformsCatalog catalog, 499private static (Runtime.IHostEnvironment, int?, bool) GetGpuDeviceId(TransformsCatalog catalog, int? gpuDeviceId, bool fallbackToCpu)
Microsoft.ML.OnnxTransformerTest (1)
OnnxTransformTests.cs (1)
837/// Use <see cref="CustomMappingCatalog.CustomMapping{TSrc, TDst}(TransformsCatalog, Action{TSrc, TDst}, string, SchemaDefinition, SchemaDefinition)"/>
Microsoft.ML.PCA (3)
PCACatalog.cs (3)
15/// and <see cref="TransformsCatalog"/> catalogs to create instances of Principal Component Analysis (PCA) components. 28public static PrincipalComponentAnalyzer ProjectToPrincipalComponents(this TransformsCatalog catalog, 43internal static PrincipalComponentAnalyzer ProjectToPrincipalComponents(this TransformsCatalog catalog, params PrincipalComponentAnalyzer.ColumnOptions[] columns)
Microsoft.ML.TimeSeries (14)
ExtensionsCatalog.cs (9)
37public static IidChangePointEstimator DetectIidChangePoint(this TransformsCatalog catalog, string outputColumnName, string inputColumnName, 61public static IidChangePointEstimator DetectIidChangePoint(this TransformsCatalog catalog, string outputColumnName, string inputColumnName, 86public static IidSpikeEstimator DetectIidSpike(this TransformsCatalog catalog, string outputColumnName, string inputColumnName, 110public static IidSpikeEstimator DetectIidSpike(this TransformsCatalog catalog, string outputColumnName, string inputColumnName, 138public static SsaChangePointEstimator DetectChangePointBySsa(this TransformsCatalog catalog, string outputColumnName, string inputColumnName, 166public static SsaChangePointEstimator DetectChangePointBySsa(this TransformsCatalog catalog, string outputColumnName, string inputColumnName, 205public static SsaSpikeEstimator DetectSpikeBySsa(this TransformsCatalog catalog, string outputColumnName, string inputColumnName, int confidence, int pvalueHistoryLength, 231public static SsaSpikeEstimator DetectSpikeBySsa(this TransformsCatalog catalog, string outputColumnName, string inputColumnName, double confidence, int pvalueHistoryLength, 255public static SrCnnAnomalyEstimator DetectAnomalyBySrCnn(this TransformsCatalog catalog, string outputColumnName, string inputColumnName,
IidChangePointDetector.cs (1)
222/// <seealso cref="Microsoft.ML.TimeSeriesCatalog.DetectIidChangePoint(Microsoft.ML.TransformsCatalog,System.String,System.String,System.Double,System.Int32,Microsoft.ML.Transforms.TimeSeries.MartingaleType,System.Double)" />
IidSpikeDetector.cs (1)
202/// <seealso cref="Microsoft.ML.TimeSeriesCatalog.DetectIidSpike(Microsoft.ML.TransformsCatalog,System.String,System.String,System.Double,System.Int32,Microsoft.ML.Transforms.TimeSeries.AnomalySide)" />
SRCNNAnomalyDetector.cs (1)
228/// <seealso cref="Microsoft.ML.TimeSeriesCatalog.DetectAnomalyBySrCnn(TransformsCatalog, string, string, int, int, int, int, int, double)"/>
SsaChangePointDetector.cs (1)
229/// <seealso cref="Microsoft.ML.TimeSeriesCatalog.DetectChangePointBySsa(Microsoft.ML.TransformsCatalog,System.String,System.String,System.Double,System.Int32,System.Int32,System.Int32,Microsoft.ML.Transforms.TimeSeries.ErrorFunction,Microsoft.ML.Transforms.TimeSeries.MartingaleType,System.Double)" />
SsaSpikeDetector.cs (1)
210/// <seealso cref="Microsoft.ML.TimeSeriesCatalog.DetectSpikeBySsa(Microsoft.ML.TransformsCatalog,System.String,System.String,System.Double,System.Int32,System.Int32,System.Int32,Microsoft.ML.Transforms.TimeSeries.AnomalySide,Microsoft.ML.Transforms.TimeSeries.ErrorFunction)" />
Microsoft.ML.Transforms (119)
CategoricalCatalog.cs (8)
13/// Collection of extension methods for <see cref="TransformsCatalog.CategoricalTransforms"/> to create categorical 43public static OneHotEncodingEstimator OneHotEncoding(this TransformsCatalog.CategoricalTransforms catalog, 77public static OneHotEncodingEstimator OneHotEncoding(this TransformsCatalog.CategoricalTransforms catalog, 96internal static OneHotEncodingEstimator OneHotEncoding(this TransformsCatalog.CategoricalTransforms catalog, 108internal static OneHotEncodingEstimator OneHotEncoding(this TransformsCatalog.CategoricalTransforms catalog, 139public static OneHotHashEncodingEstimator OneHotHashEncoding(this TransformsCatalog.CategoricalTransforms catalog, 176public static OneHotHashEncodingEstimator OneHotHashEncoding(this TransformsCatalog.CategoricalTransforms catalog, 196internal static OneHotHashEncodingEstimator OneHotHashEncoding(this TransformsCatalog.CategoricalTransforms catalog,
ConversionsCatalog.cs (3)
12/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of 24internal static KeyToBinaryVectorMappingEstimator MapKeyToBinaryVector(this TransformsCatalog.ConversionTransforms catalog, 46public static KeyToBinaryVectorMappingEstimator MapKeyToBinaryVector(this TransformsCatalog.ConversionTransforms catalog,
CountFeatureSelection.cs (2)
65/// <seealso cref="FeatureSelectionCatalog.SelectFeaturesBasedOnCount(TransformsCatalog.FeatureSelectionTransforms, InputOutputColumnPair[], long)"/> 66/// <seealso cref="FeatureSelectionCatalog.SelectFeaturesBasedOnCount(TransformsCatalog.FeatureSelectionTransforms, string, string, long)"/>
CustomMappingCatalog.cs (3)
13/// Class containing an extension method for <see cref="TransformsCatalog"/> to create instances of 44public static CustomMappingEstimator<TSrc, TDst> CustomMapping<TSrc, TDst>(this TransformsCatalog catalog, Action<TSrc, TDst> mapAction, string contractName, 67public static StatefulCustomMappingEstimator<TSrc, TDst, TState> StatefulCustomMapping<TSrc, TDst, TState>(this TransformsCatalog catalog, Action<TSrc, TDst, TState> mapAction,
CustomMappingTransformer.cs (1)
229/// <seealso cref="CustomMappingCatalog.CustomMapping{TSrc, TDst}(TransformsCatalog, Action{TSrc, TDst}, string, SchemaDefinition, SchemaDefinition)"/>
Dracula\CountTargetEncodingTransformer.cs (8)
45/// <seealso cref="CountTargetEncodingCatalog.CountTargetEncode(TransformsCatalog, InputOutputColumnPair[], CountTargetEncodingTransformer, string)" /> 46/// <seealso cref="CountTargetEncodingCatalog.CountTargetEncode(TransformsCatalog, InputOutputColumnPair[], string, CountTableBuilderBase, float, float, bool, int, bool, uint)" /> 47/// <seealso cref="CountTargetEncodingCatalog.CountTargetEncode(TransformsCatalog, string, CountTargetEncodingTransformer, string, string)"/> 48/// <seealso cref="CountTargetEncodingCatalog.CountTargetEncode(TransformsCatalog, string, string, string, CountTableBuilderBase, float, float, int, bool, uint)"/> 431public static CountTargetEncodingEstimator CountTargetEncode(this TransformsCatalog catalog, 479public static CountTargetEncodingEstimator CountTargetEncode(this TransformsCatalog catalog, 501public static CountTargetEncodingEstimator CountTargetEncode(this TransformsCatalog catalog, string outputColumnName, string inputColumnName = null, 531public static CountTargetEncodingEstimator CountTargetEncode(this TransformsCatalog catalog, string outputColumnName,
ExpressionCatalog.cs (2)
15/// <param name="catalog">The <see cref="TransformsCatalog"/>.</param> 27public static ExpressionEstimator Expression(this TransformsCatalog catalog, string outputColumnName, string expression, params string[] inputColumnNames)
ExpressionTransformer.cs (1)
53/// <seealso cref="ExpressionCatalog.Expression(TransformsCatalog, string, string, string[])"/>
ExtensionsCatalog.cs (6)
13/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of 34public static MissingValueIndicatorEstimator IndicateMissingValues(this TransformsCatalog catalog, 52public static MissingValueIndicatorEstimator IndicateMissingValues(this TransformsCatalog catalog, InputOutputColumnPair[] columns) 78public static MissingValueReplacingEstimator ReplaceMissingValues(this TransformsCatalog catalog, 102public static MissingValueReplacingEstimator ReplaceMissingValues(this TransformsCatalog catalog, 120internal static MissingValueReplacingEstimator ReplaceMissingValues(this TransformsCatalog catalog, params MissingValueReplacingEstimator.ColumnOptions[] columns)
FeatureSelectionCatalog.cs (6)
16/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of feature 37public static MutualInformationFeatureSelectingEstimator SelectFeaturesBasedOnMutualInformation(this TransformsCatalog.FeatureSelectionTransforms catalog, 59public static MutualInformationFeatureSelectingEstimator SelectFeaturesBasedOnMutualInformation(this TransformsCatalog.FeatureSelectionTransforms catalog, 77internal static CountFeatureSelectingEstimator SelectFeaturesBasedOnCount(this TransformsCatalog.FeatureSelectionTransforms catalog, 97public static CountFeatureSelectingEstimator SelectFeaturesBasedOnCount(this TransformsCatalog.FeatureSelectionTransforms catalog, 118public static CountFeatureSelectingEstimator SelectFeaturesBasedOnCount(this TransformsCatalog.FeatureSelectionTransforms catalog,
GcnTransform.cs (2)
965/// <seealso cref="NormalizationCatalog.NormalizeLpNorm(TransformsCatalog, string, string, LpNormNormalizingEstimatorBase.NormFunction, bool)"/> 1044/// <seealso cref="NormalizationCatalog.NormalizeGlobalContrast(TransformsCatalog, string, string, bool, bool, float)"/>
KernelCatalog.cs (3)
11/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of kernel method 40public static ApproximatedKernelMappingEstimator ApproximatedKernelMap(this TransformsCatalog catalog, 57internal static ApproximatedKernelMappingEstimator ApproximatedKernelMap(this TransformsCatalog catalog, params ApproximatedKernelMappingEstimator.ColumnOptions[] columns)
KeyToVectorMapping.cs (1)
445/// <seealso cref="ConversionsCatalog.MapKeyToBinaryVector(TransformsCatalog.ConversionTransforms, string, string)"/>
MissingValueIndicatorTransformer.cs (2)
504/// <seealso cref="ExtensionsCatalog.IndicateMissingValues(TransformsCatalog, string, string)" /> 505/// <seealso cref="ExtensionsCatalog.IndicateMissingValues(TransformsCatalog, InputOutputColumnPair[])" />
MissingValueReplacing.cs (2)
924/// <seealso cref="ExtensionsCatalog.ReplaceMissingValues(TransformsCatalog, string, string, ReplacementMode, bool)" /> 925/// <seealso cref="ExtensionsCatalog.ReplaceMissingValues(TransformsCatalog, InputOutputColumnPair[], ReplacementMode, bool)" />
MutualInformationFeatureSelection.cs (2)
70/// <seealso cref="FeatureSelectionCatalog.SelectFeaturesBasedOnMutualInformation(TransformsCatalog.FeatureSelectionTransforms, InputOutputColumnPair[], string, int, int)"/> 71/// <seealso cref="FeatureSelectionCatalog.SelectFeaturesBasedOnMutualInformation(TransformsCatalog.FeatureSelectionTransforms, string, string, string, int, int)"/>
NormalizerCatalog.cs (21)
13/// Collection of extension methods for <see cref="TransformsCatalog"/> to create instances of numerical 25internal static NormalizingEstimator Normalize(this TransformsCatalog catalog, 51public static NormalizingEstimator NormalizeMinMax(this TransformsCatalog catalog, 76public static NormalizingEstimator NormalizeMinMax(this TransformsCatalog catalog, InputOutputColumnPair[] columns, 101public static NormalizingEstimator NormalizeMeanVariance(this TransformsCatalog catalog, 121public static NormalizingEstimator NormalizeMeanVariance(this TransformsCatalog catalog, InputOutputColumnPair[] columns, 146public static NormalizingEstimator NormalizeLogMeanVariance(this TransformsCatalog catalog, 164public static NormalizingEstimator NormalizeLogMeanVariance(this TransformsCatalog catalog, InputOutputColumnPair[] columns, 189public static NormalizingEstimator NormalizeLogMeanVariance(this TransformsCatalog catalog, 210public static NormalizingEstimator NormalizeLogMeanVariance(this TransformsCatalog catalog, InputOutputColumnPair[] columns, 236public static NormalizingEstimator NormalizeBinning(this TransformsCatalog catalog, 263public static NormalizingEstimator NormalizeBinning(this TransformsCatalog catalog, InputOutputColumnPair[] columns, 291public static NormalizingEstimator NormalizeSupervisedBinning(this TransformsCatalog catalog, 315public static NormalizingEstimator NormalizeSupervisedBinning(this TransformsCatalog catalog, InputOutputColumnPair[] columns, 346public static NormalizingEstimator NormalizeRobustScaling(this TransformsCatalog catalog, 376public static NormalizingEstimator NormalizeRobustScaling(this TransformsCatalog catalog, InputOutputColumnPair[] columns, 391internal static NormalizingEstimator Normalize(this TransformsCatalog catalog, 415public static LpNormNormalizingEstimator NormalizeLpNorm(this TransformsCatalog catalog, string outputColumnName, string inputColumnName = null, 425internal static LpNormNormalizingEstimator NormalizeLpNorm(this TransformsCatalog catalog, params LpNormNormalizingEstimator.ColumnOptions[] columns) 449public static GlobalContrastNormalizingEstimator NormalizeGlobalContrast(this TransformsCatalog catalog, string outputColumnName, string inputColumnName = null, 461internal static GlobalContrastNormalizingEstimator NormalizeGlobalContrast(this TransformsCatalog catalog, params GlobalContrastNormalizingEstimator.ColumnOptions[] columns)
OneHotEncoding.cs (2)
194/// <seealso cref="CategoricalCatalog.OneHotEncoding(TransformsCatalog.CategoricalTransforms, InputOutputColumnPair[], OneHotEncodingEstimator.OutputKind, int, ValueToKeyMappingEstimator.KeyOrdinality, IDataView)"/> 195/// <seealso cref="CategoricalCatalog.OneHotEncoding(TransformsCatalog.CategoricalTransforms, string, string, OneHotEncodingEstimator.OutputKind, int, ValueToKeyMappingEstimator.KeyOrdinality, IDataView)"/>
OneHotHashEncoding.cs (2)
249/// <seealso cref="CategoricalCatalog.OneHotHashEncoding(TransformsCatalog.CategoricalTransforms, string, string, OneHotEncodingEstimator.OutputKind, int, uint, bool, int)"/> 250/// <seealso cref="CategoricalCatalog.OneHotHashEncoding(TransformsCatalog.CategoricalTransforms, InputOutputColumnPair[], OneHotEncodingEstimator.OutputKind, int, uint, bool, int)"/>
RandomFourierFeaturizing.cs (1)
626/// <seealso cref="KernelExpansionCatalog.ApproximatedKernelMap(TransformsCatalog, string, string, int, bool, KernelBase, int?)"/>
StatefulCustomMappingTransformer.cs (1)
362/// <seealso cref="CustomMappingCatalog.StatefulCustomMapping{TSrc, TDst, TState}(TransformsCatalog, Action{TSrc, TDst, TState}, Action{TState}, string)"/>
Text\LdaTransform.cs (1)
1028/// <seealso cref="TextCatalog.LatentDirichletAllocation(TransformsCatalog.TextTransforms, string, string, int, float, float, int, int, int, int, int, int, int, bool)"/>
Text\NgramHashingTransformer.cs (1)
884/// <seealso cref="TextCatalog.ProduceHashedNgrams(TransformsCatalog.TextTransforms, string, string, int, int, int, bool, uint, bool, int, bool)" />
Text\NgramTransform.cs (1)
858/// <seealso cref="TextCatalog.ProduceNgrams(TransformsCatalog.TextTransforms, string, string, int, int, bool, int, WeightingCriteria)"/>
Text\StopWordsRemovingTransformer.cs (2)
545/// <seealso cref="TextCatalog.RemoveDefaultStopWords(TransformsCatalog.TextTransforms, string, string, Language)" /> 1192/// <seealso cref="TextCatalog.RemoveStopWords(TransformsCatalog.TextTransforms, string, string, string[])" />
Text\TextCatalog.cs (25)
16/// Collection of extension methods for the <see cref="TransformsCatalog"/>. 36public static TextFeaturizingEstimator FeaturizeText(this TransformsCatalog.TextTransforms catalog, 61public static TextFeaturizingEstimator FeaturizeText(this TransformsCatalog.TextTransforms catalog, 89public static TokenizingByCharactersEstimator TokenizeIntoCharactersAsKeys(this TransformsCatalog.TextTransforms catalog, 104internal static TokenizingByCharactersEstimator TokenizeIntoCharactersAsKeys(this TransformsCatalog.TextTransforms catalog, 134public static TextNormalizingEstimator NormalizeText(this TransformsCatalog.TextTransforms catalog, 162public static WordEmbeddingEstimator ApplyWordEmbedding(this TransformsCatalog.TextTransforms catalog, 186public static WordEmbeddingEstimator ApplyWordEmbedding(this TransformsCatalog.TextTransforms catalog, 208internal static WordEmbeddingEstimator ApplyWordEmbedding(this TransformsCatalog.TextTransforms catalog, 229public static WordTokenizingEstimator TokenizeIntoWords(this TransformsCatalog.TextTransforms catalog, 241internal static WordTokenizingEstimator TokenizeIntoWords(this TransformsCatalog.TextTransforms catalog, 268public static NgramExtractingEstimator ProduceNgrams(this TransformsCatalog.TextTransforms catalog, 286internal static NgramExtractingEstimator ProduceNgrams(this TransformsCatalog.TextTransforms catalog, 307public static StopWordsRemovingEstimator RemoveDefaultStopWords(this TransformsCatalog.TextTransforms catalog, 330public static CustomStopWordsRemovingEstimator RemoveStopWords(this TransformsCatalog.TextTransforms catalog, 354public static WordBagEstimator ProduceWordBags(this TransformsCatalog.TextTransforms catalog, 381public static WordBagEstimator ProduceWordBags(this TransformsCatalog.TextTransforms catalog, 408public static WordBagEstimator ProduceWordBags(this TransformsCatalog.TextTransforms catalog, 442public static WordHashBagEstimator ProduceHashedWordBags(this TransformsCatalog.TextTransforms catalog, 480public static WordHashBagEstimator ProduceHashedWordBags(this TransformsCatalog.TextTransforms catalog, 519public static NgramHashingEstimator ProduceHashedNgrams(this TransformsCatalog.TextTransforms catalog, 565public static NgramHashingEstimator ProduceHashedNgrams(this TransformsCatalog.TextTransforms catalog, 590internal static NgramHashingEstimator ProduceHashedNgrams(this TransformsCatalog.TextTransforms catalog, 622public static LatentDirichletAllocationEstimator LatentDirichletAllocation(this TransformsCatalog.TextTransforms catalog, 649this TransformsCatalog.TextTransforms catalog,
Text\TextFeaturizingEstimator.cs (2)
65/// <seealso cref="TextCatalog.FeaturizeText(TransformsCatalog.TextTransforms, string, Options, string[])"/> 66/// <seealso cref="TextCatalog.FeaturizeText(TransformsCatalog.TextTransforms, string, string)"/>
Text\TokenizingByCharacters.cs (1)
638/// <seealso cref="TextCatalog.TokenizeIntoCharactersAsKeys(TransformsCatalog.TextTransforms, string, string, bool)" />
Text\WordEmbeddingsExtractor.cs (2)
761/// <seealso cref="TextCatalog.ApplyWordEmbedding(TransformsCatalog.TextTransforms, string, string, PretrainedModelKind)"/> 762/// <seealso cref="TextCatalog.ApplyWordEmbedding(TransformsCatalog.TextTransforms, string, string, string)"/>
Text\WordTokenizing.cs (1)
451/// <seealso cref="TextCatalog.TokenizeIntoWords(TransformsCatalog.TextTransforms, string, string, char[])"/>
Text\WrappedTextTransformers.cs (4)
37/// <seealso cref="TextCatalog.ProduceWordBags(TransformsCatalog.TextTransforms, string, string, int, int, bool, int, NgramExtractingEstimator.WeightingCriteria)" /> 38/// <seealso cref="TextCatalog.ProduceWordBags(TransformsCatalog.TextTransforms, string, string[], int, int, bool, int, NgramExtractingEstimator.WeightingCriteria)" /> 249/// <seealso cref="TextCatalog.ProduceHashedWordBags(TransformsCatalog.TextTransforms, string, string, int, int, int, bool, uint, bool, int)" /> 250/// <seealso cref="TextCatalog.ProduceHashedWordBags(TransformsCatalog.TextTransforms, string, string[], int, int, int, bool, uint, bool, int)" />