44 references to Create
Microsoft.ML.Data (6)
DataLoadSave\EstimatorChain.cs (1)
61GetOutputSchema(SchemaShape.Create(input.Schema));
DataLoadSave\TransformWrapper.cs (1)
82return SchemaShape.Create(transformer.GetOutputSchema(fakeSchema));
DataLoadSave\TrivialLoaderEstimator.cs (1)
22public SchemaShape GetOutputSchema() => SchemaShape.Create(Loader.GetOutputSchema());
Training\TrainerEstimatorBase.cs (2)
147CheckInputSchema(SchemaShape.Create(trainSet.Schema)); 153CheckInputSchema(SchemaShape.Create(validationSet.Schema));
Transforms\ValueMapping.cs (1)
111var metadataShape = SchemaShape.Create(Transformer.ValueColumnMetadata.Schema);
Microsoft.ML.OnnxTransformerTest (2)
DnnImageFeaturizerTest.cs (1)
85pipe.GetOutputSchema(SchemaShape.Create(invalidDataWrongVectorSize.Schema));
OnnxTransformTests.cs (1)
166pipe.GetOutputSchema(SchemaShape.Create(invalidDataWrongVectorSize.Schema));
Microsoft.ML.TensorFlow.Tests (1)
TensorFlowEstimatorTests.cs (1)
90pipe.GetOutputSchema(SchemaShape.Create(invalidDataWrongVectorSize.Schema));
Microsoft.ML.TestFramework (5)
DataPipe\TestDataPipeBase.cs (5)
61var outSchemaShape = estimator.GetOutputSchema(SchemaShape.Create(validFitInput.Schema)); 64mustFail(() => estimator.GetOutputSchema(SchemaShape.Create(validTransformInput.Schema))); 70mustFail(() => estimator.GetOutputSchema(SchemaShape.Create(invalidInput.Schema))); 76estimator.GetOutputSchema(SchemaShape.Create(validForFitNotValidForTransformInput.Schema)); 148var scoredTrainSchemaShape = SchemaShape.Create(transformer.GetOutputSchema(validFitInput.Schema));
Microsoft.ML.Tests (12)
FakeSchemaTest.cs (1)
30var shape = SchemaShape.Create(schemaBuilder.ToSchema());
ImagesTests.cs (1)
79pipe.GetOutputSchema(SchemaShape.Create(data.Schema));
Transformers\CustomMappingTests.cs (3)
104est.GetOutputSchema(SchemaShape.Create(data.Schema)); 109est.GetOutputSchema(SchemaShape.Create(badData1.Schema)); 117est.GetOutputSchema(SchemaShape.Create(badData2.Schema));
Transformers\FeatureSelectionTests.cs (3)
240var model = pipeline.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 248var model = pipeline.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 256var model = pipeline.GetOutputSchema(SchemaShape.Create(dataView.Schema));
Transformers\ValueMappingTests.cs (4)
109var schema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 189var schema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 373var outputSchema = est.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 405var outputSchema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema));
Microsoft.ML.TorchSharp (3)
AutoFormerV2\ObjectDetectionTrainer.cs (1)
157CheckInputSchema(SchemaShape.Create(input.Schema));
Roberta\QATrainer.cs (1)
146CheckInputSchema(SchemaShape.Create(input.Schema));
TorchSharpBaseTrainer.cs (1)
99CheckInputSchema(SchemaShape.Create(input.Schema));
Microsoft.ML.TorchSharp.Tests (8)
NerTests.cs (3)
74var estimatorSchema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 153var estimatorSchema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 227var estimatorSchema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema));
QATests.cs (1)
45var estimatorSchema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema));
TextClassificationTests.cs (4)
102var estimatorSchema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 240var estimatorSchema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema)); 324var estimatorSchema = estimator.GetOutputSchema(SchemaShape.Create(preppedData.Schema)); 390var estimatorSchema = estimator.GetOutputSchema(SchemaShape.Create(dataView.Schema));
Microsoft.ML.Transforms (7)
CustomMappingTransformer.cs (1)
256var addedSchemaShape = SchemaShape.Create(SchemaExtensions.MakeSchema(addedCols));
StatefulCustomMappingTransformer.cs (1)
389var addedSchemaShape = SchemaShape.Create(SchemaExtensions.MakeSchema(addedCols));
Text\WordBagTransform.cs (3)
174(IDataTransform)CreateEstimator(env, options, SchemaShape.Create(input.Schema)).Fit(input).Transform(input); 546return CreateEstimator(env, options, SchemaShape.Create(input.Schema), termLoaderArgs).Fit(input).Transform(input)/* Create(env, options, input, termLoaderArgs).Transform(input) */as IDataTransform; 650return NgramExtractorTransform.CreateEstimator(env, options, SchemaShape.Create(input.Schema), _termLoaderArgs).Fit(input);
Text\WrappedTextTransformers.cs (2)
193var estimator = WordBagBuildingTransformer.CreateEstimator(_host, CreateOptions(), SchemaShape.Create(input.Schema)); 403return SchemaShape.Create(transformer.GetOutputSchema(fakeSchema));