IDataTransform

CompositeTransformer.cs (4)

13[assembly: LoadableClass(typeof(IDataTransform), typeof(CompositeTransformer), null, typeof(SignatureLoadDataTransform), 35private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 41IDataTransform res = null; 54ctx.LoadModel<IDataTransform, SignatureLoadDataTransform>(env, out res, modelName, input);

CountFeatureSelection.cs (3)

16[assembly: LoadableClass(CountFeatureSelectingEstimator.Summary, typeof(IDataTransform), typeof(CountFeatureSelectingEstimator), typeof(CountFeatureSelectingEstimator.Options), typeof(SignatureDataTransform), 227internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 238return new CountFeatureSelectingEstimator(env, columnOptions).Fit(input).Transform(input) as IDataTransform;

Dracula\CountTableTransformer.cs (6)

18[assembly: LoadableClass(CountTableTransformer.Summary, typeof(IDataTransform), typeof(CountTableTransformer), typeof(CountTableTransformer.Options), typeof(SignatureDataTransform), 21[assembly: LoadableClass(CountTableTransformer.Summary, typeof(IDataTransform), typeof(CountTableTransformer), null, typeof(SignatureLoadDataTransform), 455private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 463internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 514return (estimator.Fit(input) as ITransformerWithDifferentMappingAtTrainingTime).TransformForTrainingPipeline(input) as IDataTransform; 744var view = CountTableTransformer.Create(h, input, input.Data);

Dracula\CountTargetEncodingTransformer.cs (4)

15[assembly: LoadableClass(CountTargetEncodingTransformer.Summary, typeof(IDataTransform), typeof(CountTargetEncodingEstimator), typeof(CountTargetEncodingEstimator.Options), typeof(SignatureDataTransform), 276internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 283return (estimator.Fit(input) as ITransformerWithDifferentMappingAtTrainingTime).TransformForTrainingPipeline(input) as IDataTransform; 548var view = CountTargetEncodingEstimator.Create(h, input, input.Data);

EntryPoints\SelectFeatures.cs (2)

26var xf = CountFeatureSelectingEstimator.Create(host, input, input.Data); 41var xf = MutualInformationFeatureSelectingEstimator.Create(host, input, input.Data);

EntryPoints\TextAnalytics.cs (7)

27var xf = TextFeaturizingEstimator.Create(h, input, input.Data); 42var xf = ML.Transforms.Text.WordTokenizingTransformer.Create(h, input, input.Data); 57var xf = NgramExtractingTransformer.Create(h, input, input.Data); 72var xf = ValueToKeyMappingTransformer.Create(h, input, input.Data); 87var view = SentimentAnalyzingTransformer.Create(h, input, input.Data); 105var view = TokenizingByCharactersTransformer.Create(h, input, input.Data); 144var view = WordEmbeddingTransformer.Create(h, input, input.Data);

ExpressionTransformer.cs (4)

18[assembly: LoadableClass(ExpressionTransformer.Summary, typeof(IDataTransform), typeof(ExpressionTransformer), typeof(ExpressionTransformer.Options), typeof(SignatureDataTransform), 21[assembly: LoadableClass(ExpressionTransformer.Summary, typeof(IDataTransform), typeof(ExpressionTransformer), null, typeof(SignatureLoadDataTransform), 313private static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 331private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)

GcnTransform.cs (8)

KeyToVectorMapping.cs (5)

16[assembly: LoadableClass(KeyToBinaryVectorMappingTransformer.Summary, typeof(IDataTransform), typeof(KeyToBinaryVectorMappingTransformer), typeof(KeyToBinaryVectorMappingTransformer.Options), typeof(SignatureDataTransform), 19[assembly: LoadableClass(KeyToBinaryVectorMappingTransformer.Summary, typeof(IDataTransform), typeof(KeyToBinaryVectorMappingTransformer), null, typeof(SignatureLoadDataTransform), 113private static IDataTransform Create(IHostEnvironment env, IDataView input, params (string outputColumnName, string inputColumnName)[] columns) => 117private static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 137private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)

LearnerFeatureSelection.cs (3)

15[assembly: LoadableClass(LearnerFeatureSelectionTransform.Summary, typeof(IDataTransform), typeof(LearnerFeatureSelectionTransform), typeof(LearnerFeatureSelectionTransform.Options), typeof(SignatureDataTransform), 87private static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 111return new SlotsDroppingTransformer(host, column).Transform(input) as IDataTransform;

LoadTransform.cs (5)

16[assembly: LoadableClass(LoadTransform.Summary, typeof(IDataTransform), typeof(LoadTransform), typeof(LoadTransform.Arguments), typeof(SignatureDataTransform), 53public static IDataTransform Create(IHostEnvironment env, IDataView input, string modelFile, string[] tag, bool complement = false) 65private static IDataTransform Create(IHostEnvironment env, Arguments args, IDataView input) 122h.Assert(currentView is IDataTransform); 123return (IDataTransform)currentView;

MissingValueDroppingTransformer.cs (4)

17[assembly: LoadableClass(MissingValueDroppingTransformer.Summary, typeof(IDataTransform), typeof(MissingValueDroppingTransformer), typeof(MissingValueDroppingTransformer.Options), typeof(SignatureDataTransform), 20[assembly: LoadableClass(MissingValueDroppingTransformer.Summary, typeof(IDataTransform), typeof(MissingValueDroppingTransformer), null, typeof(SignatureLoadDataTransform), 148internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 152private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)

MissingValueHandlingTransformer.cs (5)

15[assembly: LoadableClass(MissingValueHandlingTransformer.Summary, typeof(IDataTransform), typeof(MissingValueHandlingTransformer), 133internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 223IDataTransform output = null; 234output = new TypeConvertingTransformer(h, naConvCols.ToArray()).Transform(output) as IDataTransform; 245output = ColumnSelectingTransformer.CreateDrop(h, output, dropCols.ToArray()) as IDataTransform;

MissingValueIndicatorTransformer.cs (4)

17[assembly: LoadableClass(MissingValueIndicatorTransformer.Summary, typeof(IDataTransform), typeof(MissingValueIndicatorTransformer), typeof(MissingValueIndicatorTransformer.Options), typeof(SignatureDataTransform), 20[assembly: LoadableClass(MissingValueIndicatorTransformer.Summary, typeof(IDataTransform), typeof(MissingValueIndicatorTransformer), null, typeof(SignatureLoadDataTransform), 120internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 124internal static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)

MissingValueReplacing.cs (5)

21[assembly: LoadableClass(MissingValueReplacingTransformer.Summary, typeof(IDataTransform), typeof(MissingValueReplacingTransformer), typeof(MissingValueReplacingTransformer.Options), typeof(SignatureDataTransform), 24[assembly: LoadableClass(MissingValueReplacingTransformer.Summary, typeof(IDataTransform), typeof(MissingValueReplacingTransformer), null, typeof(SignatureLoadDataTransform), 429internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 454internal static IDataTransform Create(IHostEnvironment env, IDataView input, params MissingValueReplacingEstimator.ColumnOptions[] columns) 472private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)

MutualInformationFeatureSelection.cs (3)

17[assembly: LoadableClass(MutualInformationFeatureSelectingEstimator.Summary, typeof(IDataTransform), typeof(MutualInformationFeatureSelectingEstimator), typeof(MutualInformationFeatureSelectingEstimator.Options), typeof(SignatureDataTransform), 258internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 270return new MutualInformationFeatureSelectingEstimator(env, options.LabelColumnName, options.SlotsInOutput, options.NumBins, cols).Fit(input).Transform(input) as IDataTransform;

NAHandling.cs (3)

25var xf = MissingValueDroppingTransformer.Create(h, input, input.Data); 55var xf = MissingValueHandlingTransformer.Create(h, input, input.Data); 85var xf = MissingValueReplacingTransformer.Create(h, input, input.Data);

OneHotEncoding.cs (7)

18[assembly: LoadableClass(OneHotEncodingTransformer.Summary, typeof(IDataTransform), typeof(OneHotEncodingTransformer), typeof(OneHotEncodingTransformer.Options), typeof(SignatureDataTransform), 94internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 122return (IDataTransform)transformed; 360var xf = OneHotEncodingTransformer.Create(host, input, input.Data); 374var xf = OneHotHashEncodingTransformer.Create(host, input, input.Data); 388var xf = ValueToKeyMappingTransformer.Create(host, input, input.Data); 402var xf = KeyToValueMappingTransformer.Create(host, input, input.Data);

OneHotHashEncoding.cs (3)

15[assembly: LoadableClass(OneHotHashEncodingTransformer.Summary, typeof(IDataTransform), typeof(OneHotHashEncodingTransformer), typeof(OneHotHashEncodingTransformer.Options), typeof(SignatureDataTransform), 143internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 164return new OneHotHashEncodingEstimator(env, columns.ToArray()).Fit(input).Transform(input) as IDataTransform;

RandomFourierFeaturizing.cs (4)

17[assembly: LoadableClass(ApproximatedKernelTransformer.Summary, typeof(IDataTransform), typeof(ApproximatedKernelTransformer), typeof(ApproximatedKernelTransformer.Options), typeof(SignatureDataTransform), 20[assembly: LoadableClass(ApproximatedKernelTransformer.Summary, typeof(IDataTransform), typeof(ApproximatedKernelTransformer), null, typeof(SignatureLoadDataTransform), 386private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 410private static IDataTransform Create(IHostEnvironment env, Options options, IDataView input)

Text\LdaTransform.cs (4)

20[assembly: LoadableClass(LatentDirichletAllocationTransformer.Summary, typeof(IDataTransform), typeof(LatentDirichletAllocationTransformer), typeof(LatentDirichletAllocationTransformer.Options), typeof(SignatureDataTransform), 23[assembly: LoadableClass(LatentDirichletAllocationTransformer.Summary, typeof(IDataTransform), typeof(LatentDirichletAllocationTransformer), null, typeof(SignatureLoadDataTransform), 713private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 721private static IDataTransform Create(IHostEnvironment env, Options options, IDataView input)

Text\NgramHashingTransformer.cs (4)

18[assembly: LoadableClass(NgramHashingTransformer.Summary, typeof(IDataTransform), typeof(NgramHashingTransformer), typeof(NgramHashingTransformer.Options), typeof(SignatureDataTransform), 21[assembly: LoadableClass(NgramHashingTransformer.Summary, typeof(IDataTransform), typeof(NgramHashingTransformer), null, typeof(SignatureLoadDataTransform), 270private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 332private static IDataTransform Create(IHostEnvironment env, Options options, IDataView input)

Text\NgramTransform.cs (4)

19[assembly: LoadableClass(NgramExtractingTransformer.Summary, typeof(IDataTransform), typeof(NgramExtractingTransformer), typeof(NgramExtractingTransformer.Options), typeof(SignatureDataTransform), 22[assembly: LoadableClass(NgramExtractingTransformer.Summary, typeof(IDataTransform), typeof(NgramExtractingTransformer), null, typeof(SignatureLoadDataTransform), 372private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 409internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input)

Text\SentimentAnalyzingTransform.cs (3)

15[assembly: LoadableClass(TextFeaturizingEstimator.Summary, typeof(IDataTransform), typeof(SentimentAnalyzingTransformer), typeof(SentimentAnalyzingTransformer.Arguments), typeof(SignatureDataTransform), 52internal static IDataTransform Create(IHostEnvironment env, Arguments args, IDataView input) 109return ColumnSelectingTransformer.CreateDrop(env, input, scoreTempName) as IDataTransform;

Text\StopWordsRemovingTransformer.cs (8)

22[assembly: LoadableClass(StopWordsRemovingTransformer.Summary, typeof(IDataTransform), typeof(StopWordsRemovingTransformer), typeof(StopWordsRemovingTransformer.Options), typeof(SignatureDataTransform), 25[assembly: LoadableClass(StopWordsRemovingTransformer.Summary, typeof(IDataTransform), typeof(StopWordsRemovingTransformer), null, typeof(SignatureLoadDataTransform), 34[assembly: LoadableClass(CustomStopWordsRemovingTransformer.Summary, typeof(IDataTransform), typeof(CustomStopWordsRemovingTransformer), typeof(CustomStopWordsRemovingTransformer.Options), typeof(SignatureDataTransform), 37[assembly: LoadableClass(CustomStopWordsRemovingTransformer.Summary, typeof(IDataTransform), typeof(CustomStopWordsRemovingTransformer), null, typeof(SignatureLoadDataTransform), 254internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 275private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 1030internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 1052private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)

Text\TextFeaturizingEstimator.cs (5)

18[assembly: LoadableClass(TextFeaturizingEstimator.Summary, typeof(IDataTransform), typeof(TextFeaturizingEstimator), typeof(TextFeaturizingEstimator.Options), typeof(SignatureDataTransform), 669internal static IDataTransform Create(IHostEnvironment env, Options args, IDataView data) 677return estimator.Fit(data).Transform(data) as IDataTransform; 762ctx.LoadModel<IDataTransform, SignatureLoadDataTransform>(env, out var xf, dirName, data);

Text\TextNormalizing.cs (4)

18[assembly: LoadableClass(TextNormalizingTransformer.Summary, typeof(IDataTransform), typeof(TextNormalizingTransformer), typeof(TextNormalizingTransformer.Options), typeof(SignatureDataTransform), 21[assembly: LoadableClass(TextNormalizingTransformer.Summary, typeof(IDataTransform), typeof(TextNormalizingTransformer), null, typeof(SignatureLoadDataTransform), 172private static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 189private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)

Text\TokenizingByCharacters.cs (4)

18[assembly: LoadableClass(TokenizingByCharactersTransformer.Summary, typeof(IDataTransform), typeof(TokenizingByCharactersTransformer), typeof(TokenizingByCharactersTransformer.Options), typeof(SignatureDataTransform), 21[assembly: LoadableClass(typeof(IDataTransform), typeof(TokenizingByCharactersTransformer), null, typeof(SignatureLoadDataTransform), 138private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 166internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input)

Text\WordBagTransform.cs (7)

18[assembly: LoadableClass(WordBagBuildingTransformer.Summary, typeof(IDataTransform), typeof(WordBagBuildingTransformer), typeof(WordBagBuildingTransformer.Options), typeof(SignatureDataTransform), 27[assembly: LoadableClass(TextExpandingTransformer.Summary, typeof(IDataTransform), typeof(TextExpandingTransformer), null, typeof(SignatureLoadDataTransform), 173internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) => 174(IDataTransform)CreateEstimator(env, options, SchemaShape.Create(input.Schema)).Fit(input).Transform(input); 259private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 541internal static IDataTransform CreateDataTransform(IHostEnvironment env, Options options, IDataView input, 546return CreateEstimator(env, options, SchemaShape.Create(input.Schema), termLoaderArgs).Fit(input).Transform(input)/* Create(env, options, input, termLoaderArgs).Transform(input) */as IDataTransform;

Text\WordEmbeddingsExtractor.cs (4)

21[assembly: LoadableClass(WordEmbeddingTransformer.Summary, typeof(IDataTransform), typeof(WordEmbeddingTransformer), typeof(WordEmbeddingTransformer.Options), 24[assembly: LoadableClass(WordEmbeddingTransformer.Summary, typeof(IDataTransform), typeof(WordEmbeddingTransformer), null, typeof(SignatureLoadDataTransform), 219internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) 278private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)

Text\WordHashBagProducingTransform.cs (3)

16[assembly: LoadableClass(WordHashBagProducingTransformer.Summary, typeof(IDataTransform), typeof(WordHashBagProducingTransformer), typeof(WordHashBagProducingTransformer.Options), typeof(SignatureDataTransform), 159internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input) => 160(IDataTransform)CreateTransformer(env, options, input).Transform(input);

Text\WordTokenizing.cs (4)

20[assembly: LoadableClass(WordTokenizingTransformer.Summary, typeof(IDataTransform), typeof(WordTokenizingTransformer), typeof(WordTokenizingTransformer.Options), typeof(SignatureDataTransform), 23[assembly: LoadableClass(WordTokenizingTransformer.Summary, typeof(IDataTransform), typeof(WordTokenizingTransformer), null, typeof(SignatureLoadDataTransform), 147private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 176internal static IDataTransform Create(IHostEnvironment env, Options options, IDataView input)