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