171 references to SchemaShape
Microsoft.ML.Core (3)
Data\IEstimator.cs (3)
22private static readonly SchemaShape _empty = new SchemaShape(Enumerable.Empty<Column>()); 194var annotations = mCols.Count > 0 ? new SchemaShape(mCols) : _empty; 200return new SchemaShape(cols);
Microsoft.ML.Data (22)
Prediction\CalibratorCatalog.cs (2)
128false, new SchemaShape(annotations)); 130return new SchemaShape(outColumns.Values);
Training\TrainerEstimatorBase.cs (1)
89return new SchemaShape(outColumns.Values);
Transforms\ColumnConcatenatingEstimator.cs (2)
138return new SchemaShape.Column(name, vecKind, itemType, false, new SchemaShape(meta)); 150return new SchemaShape(result.Values);
Transforms\ColumnCopying.cs (1)
84return new SchemaShape(resultDic.Values);
Transforms\ColumnSelecting.cs (1)
143return new SchemaShape(columns);
Transforms\FeatureContributionCalculationTransformer.cs (2)
356DefaultColumnNames.FeatureContributions, col.Kind, col.ItemType, false, new SchemaShape(featContributionMetadata)); 358return new SchemaShape(result.Values);
Transforms\Hashing.cs (2)
1969NumberDataViewType.UInt32, true, new SchemaShape(metadata)); 1971return new SchemaShape(result.Values);
Transforms\KeyToValue.cs (2)
650metadata = new SchemaShape(new[] { slotCol }); 655return new SchemaShape(result.Values);
Transforms\KeyToVector.cs (2)
840NumberDataViewType.Single, false, new SchemaShape(metadata)); 843return new SchemaShape(result.Values);
Transforms\Normalizer.cs (2)
364var meta = new SchemaShape(newMetadataKinds); 368return new SchemaShape(result.Values);
Transforms\TypeConverting.cs (1)
648return new SchemaShape(result.Values);
Transforms\ValueMapping.cs (1)
131return new SchemaShape(resultDic.Values);
Transforms\ValueToKeyMappingEstimator.cs (3)
201metadata = new SchemaShape(new[] { slotMeta, kv }); 203metadata = new SchemaShape(new[] { kv }); 207return new SchemaShape(result.Values);
Microsoft.ML.FastTree (14)
FastTreeClassification.cs (3)
316new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 317new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 318new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
FastTreeRanking.cs (1)
489new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
FastTreeRegression.cs (1)
205new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
FastTreeTweedie.cs (1)
364new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
GamClassification.cs (3)
187new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 188new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 189new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
GamRegression.cs (1)
139new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
RandomForestClassification.cs (2)
379new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 380new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
RandomForestRegression.cs (1)
508new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
TreeEnsembleFeaturizationEstimator.cs (1)
148return new SchemaShape(result.Values);
Microsoft.ML.ImageAnalytics (5)
ImageGrayscale.cs (1)
260return new SchemaShape(result.Values);
ImageLoader.cs (1)
454return new SchemaShape(result.Values);
ImagePixelExtractor.cs (1)
824return new SchemaShape(result.Values);
ImageResizer.cs (1)
523return new SchemaShape(result.Values);
VectorToImageTransform.cs (1)
758return new SchemaShape(result.Values);
Microsoft.ML.KMeansClustering (2)
KMeansPlusPlusTrainer.cs (2)
311new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 317new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Microsoft.ML.LightGbm (7)
LightGbmBinaryTrainer.cs (3)
286new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 287new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 288new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
LightGbmMulticlassTrainer.cs (2)
367var metadata = LightGbmTrainerOptions.LightGbmModel == null ? new SchemaShape(labelCol.Annotations.Where(x => x.Name == AnnotationUtils.Kinds.KeyValues).Concat(AnnotationUtils.GetTrainerOutputAnnotation())) : new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()); 370new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))),
LightGbmRankingTrainer.cs (1)
302new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
LightGbmRegressionTrainer.cs (1)
250new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Microsoft.ML.Mkl.Components (5)
OlsLinearRegression.cs (1)
138new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
SymSgdClassificationTrainer.cs (3)
276new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 277new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 278new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
VectorWhitening.cs (1)
903return new SchemaShape(result.Values);
Microsoft.ML.OnnxTransformer (1)
OnnxTransform.cs (1)
1090return new SchemaShape(resultDic.Values);
Microsoft.ML.PCA (3)
PcaTrainer.cs (2)
380new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 386new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
PcaTransformer.cs (1)
831return new SchemaShape(result.Values);
Microsoft.ML.Recommender (2)
MatrixFactorizationTrainer.cs (2)
585return new SchemaShape(outColumns.Values); 595new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),
Microsoft.ML.StandardTrainers (42)
FactorizationMachine\FactorizationMachineTrainer.cs (4)
651return new SchemaShape(outColumns.Values); 661new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 662new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 663new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
LdSvm\LdSvmTrainer.cs (2)
184new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 185new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\LogisticRegression\LogisticRegression.cs (3)
173new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 174new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 175new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\LogisticRegression\MulticlassLogisticRegression.cs (1)
378new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))),
Standard\MulticlassClassification\MetaMulticlassTrainer.cs (3)
158return new SchemaShape(outColumns.Values); 178false, new SchemaShape(scoreAnnotationCols)), 180true, new SchemaShape(predictedLabelAnnotationCols))
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (1)
124new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))),
Standard\Online\AveragedPerceptron.cs (2)
201new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 202new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\Online\LinearSvm.cs (2)
309new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 310new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\Online\OnlineGradientDescent.cs (1)
172new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\PoissonRegression\PoissonRegression.cs (1)
123new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\SdcaBinary.cs (16)
1629new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 1635new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 1641new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())) 1728new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()) 1735new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())) 1786new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()) 1793new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())) 1804new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true)))); 2303new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 2304new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 2305new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())) 2392new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 2393new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())) 2446new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 2447new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 2448new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\SdcaMulticlass.cs (1)
168new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))),
Standard\SdcaRegression.cs (1)
197new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\Simple\SimpleTrainers.cs (4)
318new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 319new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 320new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())) 325return new SchemaShape(outColumns.Values);
Microsoft.ML.TensorFlow (1)
TensorflowTransform.cs (1)
1050return new SchemaShape(resultDic.Values);
Microsoft.ML.TimeSeries (11)
IidChangePointDetector.cs (2)
276Transformer.InternalTransform.OutputColumnName, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Double, false, new SchemaShape(metadata)); 278return new SchemaShape(resultDic.Values);
IidSpikeDetector.cs (2)
251Transformer.InternalTransform.OutputColumnName, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Double, false, new SchemaShape(metadata)); 253return new SchemaShape(resultDic.Values);
SRCNNAnomalyDetector.cs (2)
283Transformer.InternalTransform.OutputColumnName, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Double, false, new SchemaShape(metadata)); 285return new SchemaShape(resultDic.Values);
SsaChangePointDetector.cs (2)
311_options.Name, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Double, false, new SchemaShape(metadata)); 313return new SchemaShape(resultDic.Values);
SSaForecasting.cs (1)
354return new SchemaShape(resultDic.Values);
SsaSpikeDetector.cs (2)
290_options.Name, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Double, false, new SchemaShape(metadata)); 292return new SchemaShape(resultDic.Values);
Microsoft.ML.TorchSharp (17)
AutoFormerV2\ObjectDetectionTrainer.cs (6)
465NumberDataViewType.UInt32, true, new SchemaShape(metadata.ToArray())); 471NumberDataViewType.Single, false, new SchemaShape(scoreMetadata.ToArray())); 474return new SchemaShape(outColumns.Values); 548var predLabelMetadata = new SchemaShape(new SchemaShape.Column[] { labelAnnotationsColumn } 569NumberDataViewType.Single, false, new SchemaShape(scoreMetadata.ToArray())); 571return new SchemaShape(outColumns.Values);
NasBert\NasBertTrainer.cs (7)
336NumberDataViewType.UInt32, true, new SchemaShape(metadata.ToArray())); 339NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))); 351NumberDataViewType.UInt32, true, new SchemaShape(metadata.ToArray())); 359return new SchemaShape(outColumns.Values); 437var predLabelMetadata = new SchemaShape(new SchemaShape.Column[] { labelAnnotationsColumn } 444NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelAnnotationsColumn))); 452return new SchemaShape(outColumns.Values);
Roberta\QATrainer.cs (4)
523NumberDataViewType.Single, false, new SchemaShape(scoreMetadata.ToArray())); 525return new SchemaShape(outColumns.Values); 610NumberDataViewType.Single, false, new SchemaShape(scoreMetadata.ToArray())); 612return new SchemaShape(outColumns.Values);
Microsoft.ML.Transforms (34)
CountFeatureSelection.cs (2)
183result[colPair.Name] = new SchemaShape.Column(colPair.Name, col.Kind, col.ItemType, false, new SchemaShape(metadata.ToArray())); 185return new SchemaShape(result.Values);
CustomMappingTransformer.cs (1)
279return new SchemaShape(result.Values);
Dracula\CountTableTransformer.cs (2)
344var meta = new SchemaShape(newMetadataKinds); 348return new SchemaShape(result.Values);
ExpressionTransformer.cs (2)
205var outputSchemaShapeColumn = new SchemaShape.Column(_columns[i].Name, outputVectorKind, typeRes, false, new SchemaShape(metadata)); 208return new SchemaShape(columnDictionary.Values);
GcnTransform.cs (2)
924result[colPair.Name] = new SchemaShape.Column(colPair.Name, col.Kind, col.ItemType, false, new SchemaShape(metadata.ToArray())); 926return new SchemaShape(result.Values);
KeyToVectorMapping.cs (2)
486NumberDataViewType.Single, false, new SchemaShape(metadata)); 489return new SchemaShape(result.Values);
MissingValueDroppingTransformer.cs (1)
54return new SchemaShape(resultDic.Values);
MissingValueIndicatorTransformer.cs (2)
549result[colPair.outputColumnName] = new SchemaShape.Column(colPair.outputColumnName, col.Kind, type, false, new SchemaShape(metadata.ToArray())); 551return new SchemaShape(result.Values);
MissingValueReplacing.cs (2)
1053result[colInfo.Name] = new SchemaShape.Column(colInfo.Name, col.Kind, type, false, new SchemaShape(metadata.ToArray())); 1055return new SchemaShape(result.Values);
MutualInformationFeatureSelection.cs (2)
250result[colPair.outputColumnName] = new SchemaShape.Column(colPair.outputColumnName, col.Kind, col.ItemType, false, new SchemaShape(metadata.ToArray())); 252return new SchemaShape(result.Values);
RandomFourierFeaturizing.cs (1)
736return new SchemaShape(result.Values);
StatefulCustomMappingTransformer.cs (1)
412return new SchemaShape(result.Values);
Text\LdaTransform.cs (1)
1334return new SchemaShape(result.Values);
Text\NgramHashingTransformer.cs (2)
1229result[colInfo.Name] = new SchemaShape.Column(colInfo.Name, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(metadata)); 1231return new SchemaShape(result.Values);
Text\NgramTransform.cs (2)
1090result[colInfo.Name] = new SchemaShape.Column(colInfo.Name, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(metadata)); 1092return new SchemaShape(result.Values);
Text\StopWordsRemovingTransformer.cs (2)
681return new SchemaShape(result.Values); 1249return new SchemaShape(result.Values);
Text\TextFeaturizingEstimator.cs (2)
649new SchemaShape(metadata)); 657return new SchemaShape(result.Values);
Text\TextNormalizing.cs (1)
590return new SchemaShape(result.Values);
Text\TokenizingByCharacters.cs (2)
696result[colInfo.outputColumnName] = new SchemaShape.Column(colInfo.outputColumnName, SchemaShape.Column.VectorKind.VariableVector, NumberDataViewType.UInt16, true, new SchemaShape(metadata.ToArray())); 699return new SchemaShape(result.Values);
Text\WordEmbeddingsExtractor.cs (1)
944return new SchemaShape(result.Values);
Text\WordTokenizing.cs (1)
543return new SchemaShape(result.Values);
Microsoft.ML.Vision (2)
DnnRetrainTransform.cs (1)
1275return new SchemaShape(resultDic.Values);
ImageClassificationTrainer.cs (1)
645NumberDataViewType.UInt32, true, new SchemaShape(metadata.ToArray()))