72 instantiations of TransformOutput
Microsoft.ML.Data (18)
EntryPoints\SchemaManipulation.cs (3)
26return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 38return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 49return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
EntryPoints\SelectRows.cs (4)
27return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 39return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 51return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 63return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
Transforms\BootstrapSamplingTransformer.cs (1)
261return new CommonOutputs.TransformOutput()
Transforms\FeatureContributionCalculationTransformer.cs (1)
380return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, outData, options.Data), OutputData = outData };
Transforms\GenerateNumberTransform.cs (1)
490return new CommonOutputs.TransformOutput()
Transforms\LabelIndicatorTransform.cs (1)
239return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
Transforms\NopTransform.cs (1)
153return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
Transforms\NormalizeUtils.cs (5)
88return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 100return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 112return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 124return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 136return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
Transforms\TypeConverting.cs (1)
44return new CommonOutputs.TransformOutput()
Microsoft.ML.EntryPoints (10)
FeatureCombiner.cs (7)
83return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, viewTrain, input.Data), OutputData = viewTrain }; 243return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, nop, input.Data), OutputData = nop }; 260return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 278return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, nop, input.Data), OutputData = nop }; 282return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 300return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, nop, input.Data), OutputData = nop }; 304return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
ScoreColumnSelector.cs (3)
41return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, newView, input.Data), OutputData = newView }; 106return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, dropColumn, input.Data), OutputData = dropColumn }; 111return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, newView, input.Data), OutputData = newView };
Microsoft.ML.FastTree (1)
TreeEnsembleFeaturizer.cs (1)
831return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
Microsoft.ML.ImageAnalytics (5)
EntryPoints\ImageAnalytics.cs (5)
22return new CommonOutputs.TransformOutput() 35return new CommonOutputs.TransformOutput() 48return new CommonOutputs.TransformOutput() 61return new CommonOutputs.TransformOutput() 74return new CommonOutputs.TransformOutput()
Microsoft.ML.PCA (1)
PcaTransformer.cs (1)
686return new CommonOutputs.TransformOutput()
Microsoft.ML.TensorFlow (1)
TensorflowTransform.cs (1)
804return new CommonOutputs.TransformOutput()
Microsoft.ML.TimeSeries (9)
TimeSeriesProcessing.cs (9)
23return new CommonOutputs.TransformOutput() 37return new CommonOutputs.TransformOutput() 51return new CommonOutputs.TransformOutput() 65return new CommonOutputs.TransformOutput() 79return new CommonOutputs.TransformOutput() 93return new CommonOutputs.TransformOutput() 107return new CommonOutputs.TransformOutput() 121return new CommonOutputs.TransformOutput() 135return new CommonOutputs.TransformOutput()
Microsoft.ML.Transforms (27)
Dracula\CountTableTransformer.cs (1)
745return new CommonOutputs.TransformOutput()
Dracula\CountTargetEncodingTransformer.cs (1)
549return new CommonOutputs.TransformOutput()
EntryPoints\SelectFeatures.cs (2)
27return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 42return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
EntryPoints\TextAnalytics.cs (8)
28return new CommonOutputs.TransformOutput() 43return new CommonOutputs.TransformOutput() 58return new CommonOutputs.TransformOutput() 73return new CommonOutputs.TransformOutput() 88return new CommonOutputs.TransformOutput() 106return new CommonOutputs.TransformOutput() 127return new CommonOutputs.TransformOutput() 145return new CommonOutputs.TransformOutput()
GcnTransform.cs (2)
743return new CommonOutputs.TransformOutput() 758return new CommonOutputs.TransformOutput()
GroupTransform.cs (1)
679return new CommonOutputs.TransformOutput()
HashJoiningTransform.cs (1)
673return new CommonOutputs.TransformOutput()
NAHandling.cs (5)
26return new CommonOutputs.TransformOutput() 41return new CommonOutputs.TransformOutput() 56return new CommonOutputs.TransformOutput() 71return new CommonOutputs.TransformOutput() 86return new CommonOutputs.TransformOutput()
OneHotEncoding.cs (4)
361return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 375return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 389return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 403return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
OptionalColumnTransform.cs (1)
591return new CommonOutputs.TransformOutput()
UngroupTransform.cs (1)
688return new CommonOutputs.TransformOutput()
78 references to TransformOutput
Microsoft.ML.Core.Tests (6)
UnitTests\TestEntryPoints.cs (6)
136var trainData = FeatureCombiner.PrepareFeatures(Env, new FeatureCombiner.FeatureCombinerInput() { Data = dataView, Features = new[] { "F1", "F2", "Rest" } }); 158var data1 = FeatureCombiner.PrepareFeatures(Env, new FeatureCombiner.FeatureCombinerInput() { Data = dataView, Features = new[] { "F1", "F2", "Rest" } }); 4447var cat = Categorical.CatTransformDict(Env, new OneHotEncodingTransformer.Options() 4452var concat = SchemaManipulation.ConcatColumns(Env, new ColumnConcatenatingTransformer.Options() 4473var treeLeaf = TreeFeaturize.Featurizer(Env, new TreeEnsembleFeaturizerTransform.ArgumentsForEntryPoint 4535var embedding = Transforms.Text.TextAnalytics.WordEmbeddings(Env, new WordEmbeddingTransformer.Options()
Microsoft.ML.Data (20)
EntryPoints\SchemaManipulation.cs (3)
18public static CommonOutputs.TransformOutput ConcatColumns(IHostEnvironment env, ColumnConcatenatingTransformer.Options input) 30public static CommonOutputs.TransformOutput SelectColumns(IHostEnvironment env, ColumnSelectingTransformer.Options input) 42public static CommonOutputs.TransformOutput CopyColumns(IHostEnvironment env, ColumnCopyingTransformer.Options input)
EntryPoints\SelectRows.cs (4)
19public static CommonOutputs.TransformOutput FilterByRange(IHostEnvironment env, RangeFilter.Options input) 32public static CommonOutputs.TransformOutput SkipFilter(IHostEnvironment env, SkipTakeFilter.SkipOptions input) 44public static CommonOutputs.TransformOutput TakeFilter(IHostEnvironment env, SkipTakeFilter.TakeOptions input) 56public static CommonOutputs.TransformOutput SkipAndTakeFilter(IHostEnvironment env, SkipTakeFilter.Options input)
Transforms\BootstrapSamplingTransformer.cs (1)
254public static CommonOutputs.TransformOutput GetSample(IHostEnvironment env, BootstrapSamplingTransformer.Options input)
Transforms\FeatureContributionCalculationTransformer.cs (1)
367public static CommonOutputs.TransformOutput FeatureContributionCalculation(IHostEnvironment env, FeatureContributionCalculatingTransformer.Options options)
Transforms\GenerateNumberTransform.cs (1)
486public static CommonOutputs.TransformOutput Generate(IHostEnvironment env, GenerateNumberTransform.Options input)
Transforms\LabelIndicatorTransform.cs (1)
231public static CommonOutputs.TransformOutput LabelIndicator(IHostEnvironment env, Options input)
Transforms\NopTransform.cs (1)
145public static CommonOutputs.TransformOutput Nop(IHostEnvironment env, NopInput input)
Transforms\NormalizeUtils.cs (7)
80public static CommonOutputs.TransformOutput MinMax(IHostEnvironment env, NormalizeTransform.MinMaxArguments input) 92public static CommonOutputs.TransformOutput MeanVar(IHostEnvironment env, NormalizeTransform.MeanVarArguments input) 104public static CommonOutputs.TransformOutput LogMeanVar(IHostEnvironment env, NormalizeTransform.LogMeanVarArguments input) 116public static CommonOutputs.TransformOutput Bin(IHostEnvironment env, NormalizeTransform.BinArguments input) 128public static CommonOutputs.TransformOutput RobustScaling(IHostEnvironment env, NormalizeTransform.RobustScalingArguments input) 140public static CommonOutputs.MacroOutput<CommonOutputs.TransformOutput> IfNeeded( 168return new CommonOutputs.MacroOutput<CommonOutputs.TransformOutput>() { Nodes = entryPoints };
Transforms\TypeConverting.cs (1)
37public static CommonOutputs.TransformOutput Convert(IHostEnvironment env, TypeConvertingTransformer.Options input)
Microsoft.ML.EntryPoints (7)
FeatureCombiner.cs (4)
45public static CommonOutputs.TransformOutput PrepareFeatures(IHostEnvironment env, FeatureCombinerInput input) 228public static CommonOutputs.TransformOutput PrepareClassificationLabel(IHostEnvironment env, ClassificationLabelInput input) 264public static CommonOutputs.TransformOutput ConvertPredictedLabel(IHostEnvironment env, PredictedLabelInput input) 286public static CommonOutputs.TransformOutput PrepareRegressionLabel(IHostEnvironment env, RegressionLabelInput input)
OneVersusAllMacro.cs (1)
68outputMap.Add(nameof(CommonOutputs.TransformOutput.OutputData), remappedLabelVar.VarName);
ScoreColumnSelector.cs (2)
24public static CommonOutputs.TransformOutput SelectColumns(IHostEnvironment env, ScoreColumnSelectorInput input) 65public static CommonOutputs.TransformOutput RenameBinaryPredictionScoreColumns(IHostEnvironment env,
Microsoft.ML.FastTree (1)
TreeEnsembleFeaturizer.cs (1)
823public static CommonOutputs.TransformOutput Featurizer(IHostEnvironment env, TreeEnsembleFeaturizerTransform.ArgumentsForEntryPoint input)
Microsoft.ML.ImageAnalytics (5)
EntryPoints\ImageAnalytics.cs (5)
18public static CommonOutputs.TransformOutput ImageLoader(IHostEnvironment env, ImageLoadingTransformer.Options input) 31public static CommonOutputs.TransformOutput ImageResizer(IHostEnvironment env, ImageResizingTransformer.Arguments input) 44public static CommonOutputs.TransformOutput ImagePixelExtractor(IHostEnvironment env, ImagePixelExtractingTransformer.Options input) 57public static CommonOutputs.TransformOutput ImageGrayscale(IHostEnvironment env, ImageGrayscalingTransformer.Options input) 70public static CommonOutputs.TransformOutput VectorToImage(IHostEnvironment env, VectorToImageConvertingTransformer.Options input)
Microsoft.ML.PCA (1)
PcaTransformer.cs (1)
682internal static CommonOutputs.TransformOutput Calculate(IHostEnvironment env, Options input)
Microsoft.ML.TensorFlow (1)
TensorflowTransform.cs (1)
797internal static CommonOutputs.TransformOutput TensorFlowScorer(IHostEnvironment env, TensorFlowEstimator.Options input)
Microsoft.ML.Tests (1)
OnnxConversionTest.cs (1)
1610var transform = OptionalColumnTransform.MakeOptional(env, args);
Microsoft.ML.TimeSeries (9)
TimeSeriesProcessing.cs (9)
19internal static CommonOutputs.TransformOutput ExponentialAverage(IHostEnvironment env, ExponentialAverageTransform.Arguments input) 33internal static CommonOutputs.TransformOutput IidChangePointDetector(IHostEnvironment env, IidChangePointDetector.Options options) 47internal static CommonOutputs.TransformOutput IidSpikeDetector(IHostEnvironment env, IidSpikeDetector.Options options) 61internal static CommonOutputs.TransformOutput PercentileThresholdTransform(IHostEnvironment env, PercentileThresholdTransform.Arguments input) 75internal static CommonOutputs.TransformOutput PValueTransform(IHostEnvironment env, PValueTransform.Arguments input) 89internal static CommonOutputs.TransformOutput SlidingWindowTransform(IHostEnvironment env, SlidingWindowTransform.Arguments input) 103internal static CommonOutputs.TransformOutput SsaChangePointDetector(IHostEnvironment env, SsaChangePointDetector.Options options) 117public static CommonOutputs.TransformOutput SsaSpikeDetector(IHostEnvironment env, SsaSpikeDetector.Options options) 131internal static CommonOutputs.TransformOutput SsaForecasting(IHostEnvironment env, SsaForecastingTransformer.Options options)
Microsoft.ML.Transforms (27)
Dracula\CountTableTransformer.cs (1)
738internal static CommonOutputs.TransformOutput Create(IHostEnvironment env, CountTableTransformer.Options input)
Dracula\CountTargetEncodingTransformer.cs (1)
542internal static CommonOutputs.TransformOutput Create(IHostEnvironment env, CountTargetEncodingEstimator.Options input)
EntryPoints\SelectFeatures.cs (2)
19public static CommonOutputs.TransformOutput CountSelect(IHostEnvironment env, CountFeatureSelectingEstimator.Options input) 34public static CommonOutputs.TransformOutput MutualInformationSelect(IHostEnvironment env, MutualInformationFeatureSelectingEstimator.Options input)
EntryPoints\TextAnalytics.cs (8)
24public static CommonOutputs.TransformOutput TextTransform(IHostEnvironment env, TextFeaturizingEstimator.Options input) 39public static CommonOutputs.TransformOutput DelimitedTokenizeTransform(IHostEnvironment env, WordTokenizingTransformer.Options input) 54public static CommonOutputs.TransformOutput NGramTransform(IHostEnvironment env, NgramExtractingTransformer.Options input) 69public static CommonOutputs.TransformOutput TermTransform(IHostEnvironment env, ValueToKeyMappingTransformer.Options input) 84public static CommonOutputs.TransformOutput AnalyzeSentiment(IHostEnvironment env, SentimentAnalyzingTransformer.Arguments input) 99public static CommonOutputs.TransformOutput CharTokenize(IHostEnvironment env, TokenizingByCharactersTransformer.Options input) 117public static CommonOutputs.TransformOutput LightLda(IHostEnvironment env, LatentDirichletAllocationTransformer.Options input) 138public static CommonOutputs.TransformOutput WordEmbeddings(IHostEnvironment env, WordEmbeddingTransformer.Options input)
GcnTransform.cs (2)
739public static CommonOutputs.TransformOutput Normalize(IHostEnvironment env, LpNormNormalizingTransformer.Options input) 754public static CommonOutputs.TransformOutput GcNormalize(IHostEnvironment env, LpNormNormalizingTransformer.GcnOptions input)
GroupTransform.cs (1)
672public static CommonOutputs.TransformOutput Group(IHostEnvironment env, GroupTransform.Options input)
HashJoiningTransform.cs (1)
666public static CommonOutputs.TransformOutput Apply(IHostEnvironment env, HashJoiningTransform.Arguments input)
NAHandling.cs (5)
22public static CommonOutputs.TransformOutput Drop(IHostEnvironment env, MissingValueDroppingTransformer.Options input) 37public static CommonOutputs.TransformOutput Filter(IHostEnvironment env, NAFilter.Arguments input) 52public static CommonOutputs.TransformOutput Handle(IHostEnvironment env, MissingValueHandlingTransformer.Options input) 67public static CommonOutputs.TransformOutput Indicator(IHostEnvironment env, MissingValueIndicatorTransformer.Options input) 82public static CommonOutputs.TransformOutput Replace(IHostEnvironment env, MissingValueReplacingTransformer.Options input)
OneHotEncoding.cs (4)
353public static CommonOutputs.TransformOutput CatTransformDict(IHostEnvironment env, OneHotEncodingTransformer.Options input) 367public static CommonOutputs.TransformOutput CatTransformHash(IHostEnvironment env, OneHotHashEncodingTransformer.Options input) 381public static CommonOutputs.TransformOutput TextToKey(IHostEnvironment env, ValueToKeyMappingTransformer.Options input) 395public static CommonOutputs.TransformOutput KeyToText(IHostEnvironment env, KeyToValueMappingTransformer.Options input)
OptionalColumnTransform.cs (1)
587public static CommonOutputs.TransformOutput MakeOptional(IHostEnvironment env, Arguments input)
UngroupTransform.cs (1)
681public static CommonOutputs.TransformOutput Ungroup(IHostEnvironment env, UngroupTransform.Options input)