256 references to CreateEnumerable
Microsoft.ML.Core.Tests (1)
UnitTests\TestCustomTypeRegister.cs (1)
188var tribeEnumerable = ML.Data.CreateEnumerable<SuperAlienHero>(tribeTransformed, false).ToList();
Microsoft.ML.IntegrationTests (17)
Common.cs (2)
75var enumerable1 = mlContext.Data.CreateEnumerable<TypeTestData>(data1, true); 76var enumerable2 = mlContext.Data.CreateEnumerable<TypeTestData>(data2, true);
DataIO.cs (1)
54var enumerableAfter = mlContext.Data.CreateEnumerable<TypeTestData>(data, true);
DataTransformation.cs (4)
67var transformedRows = mlContext.Data.CreateEnumerable<IrisWithOneExtraColumn>(transformedData, reuseRowObject: true); 113var transformedRows = mlContext.Data.CreateEnumerable<IrisWithTwoExtraColumns>(transformedData, reuseRowObject: true); 182var dataEnumerator = mlContext.Data.CreateEnumerable<FeatureColumn>(transformedData, true); 210var dataEnumerator = mlContext.Data.CreateEnumerable<HashedFeatureColumn>(transformedData, true);
Debugging.cs (1)
147foreach (var row in mlContext.Data.CreateEnumerable<HousingRegression>(mlContext.Data.TakeRows(data, 1), true))
Explainability.cs (4)
190var scoringEnumerator = mlContext.Data.CreateEnumerable<FeatureContributionOutput>(shuffledSubset, true); 227var scoringEnumerator = mlContext.Data.CreateEnumerable<FeatureContributionOutput>(shuffledSubset, true); 264var scoringEnumerator = mlContext.Data.CreateEnumerable<FeatureContributionOutput>(shuffledSubset, true); 302var scoringEnumerator = mlContext.Data.CreateEnumerable<FeatureContributionOutput>(shuffledSubset, true);
IntrospectiveTraining.cs (1)
369var transformedRows = mlContext.Data.CreateEnumerable<Adult>(data, false);
ModelFiles.cs (1)
119var dataEnumerator = mlContext.Data.CreateEnumerable<HousingRegression>(mlContext.Data.TakeRows(data, 5), false);
ONNX.cs (3)
68var dataEnumerator = mlContext.Data.CreateEnumerable<HousingRegression>(mlContext.Data.TakeRows(data, 5), false); 120var dataEnumerator = mlContext.Data.CreateEnumerable<HousingRegression>(mlContext.Data.TakeRows(data, 5), false); 167var dataEnumerator = mlContext.Data.CreateEnumerable<HousingRegression>(mlContext.Data.TakeRows(data, 5), false);
Microsoft.ML.OnnxTransformerTest (9)
DnnImageFeaturizerTest.cs (1)
241ModelInput sample = ML.Data.CreateEnumerable<ModelInput>(data, false).First();
OnnxTransformTests.cs (8)
539var predictions = mlContext.Data.CreateEnumerable<PredictionUnknownDimensions>(transformedValues, reuseRowObject: false).ToArray(); 565var predictions = mlContext.Data.CreateEnumerable<PredictionNoneDimension>(transformedValues, reuseRowObject: false).ToArray(); 651var transformedDataPoints = ML.Data.CreateEnumerable<ImageDataPoint>(onnx, false).ToList(); 719var transformedDataPoints = ML.Data.CreateEnumerable<ZipMapInt64Output>(transformedDataView, false).ToList(); 772var transformedDataPoints = ML.Data.CreateEnumerable<ZipMapStringOutput>(transformedDataView, false).ToList(); 864var transformedDataPoints = ML.Data.CreateEnumerable<OnnxMapOutput>(transformedDataView, false).ToList(); 930var transformedDataPoints = ML.Data.CreateEnumerable<PredictionWithCustomShape>(transformedDataView, false).ToList(); 1094var transformedDataPoints = ML.Data.CreateEnumerable<PredictionWithCustomShape>(transformedDataView, false).ToList();
Microsoft.ML.Samples (162)
Dynamic\DataOperations\BootstrapSample.cs (1)
46.CreateEnumerable<DataPoint>(resample, reuseRowObject: false);
Dynamic\DataOperations\Cache.cs (1)
65.CreateEnumerable<HousingRegression>(data, reuseRowObject: true);
Dynamic\DataOperations\CrossValidationSplit.cs (12)
35.CreateEnumerable<DataPoint>(folds[0].TrainSet, 39.CreateEnumerable<DataPoint>(folds[0].TestSet, 59.CreateEnumerable<DataPoint>(folds[1].TrainSet, 63.CreateEnumerable<DataPoint>(folds[1].TestSet, 82.CreateEnumerable<DataPoint>(folds[2].TrainSet, 86.CreateEnumerable<DataPoint>(folds[2].TestSet, 107.CreateEnumerable<DataPoint>(folds[0].TrainSet, 111.CreateEnumerable<DataPoint>(folds[0].TestSet, 130.CreateEnumerable<DataPoint>(folds[1].TrainSet, 134.CreateEnumerable<DataPoint>(folds[1].TestSet, 153.CreateEnumerable<DataPoint>(folds[2].TrainSet, 156testSet = mlContext.Data.CreateEnumerable<DataPoint>(folds[2].TestSet,
Dynamic\DataOperations\DataViewEnumerable.cs (2)
28.CreateEnumerable<SampleTemperatureData>(data, 37.CreateEnumerable<SampleTemperatureDataWithLatitude>(data,
Dynamic\DataOperations\FilterRowsByColumn.cs (1)
53.CreateEnumerable<SampleTemperatureData>(filteredData,
Dynamic\DataOperations\FilterRowsByCustomPredicate.cs (1)
53.CreateEnumerable<InputData>(filteredData,
Dynamic\DataOperations\FilterRowsByKeyColumnFraction.cs (3)
41.CreateEnumerable<DataPoint>(transformedData, reuseRowObject: true); 73.CreateEnumerable<DataPoint>(filteredHalfData, 102.CreateEnumerable<DataPoint>(filteredMiddleData,
Dynamic\DataOperations\FilterRowsByMissingValues.cs (1)
41.CreateEnumerable<DataPoint>(filteredData, reuseRowObject: true);
Dynamic\DataOperations\FilterRowsByStatefulCustomPredicate.cs (1)
59.CreateEnumerable<InputData>(filteredData,
Dynamic\DataOperations\SaveAndLoadFromBinary.cs (1)
42.CreateEnumerable<DataPoint>(loadedData, reuseRowObject: false);
Dynamic\DataOperations\SaveAndLoadFromText.cs (1)
42.CreateEnumerable<DataPoint>(loadedData, reuseRowObject: false);
Dynamic\DataOperations\ShuffleRows.cs (1)
44.CreateEnumerable<SampleTemperatureData>(shuffledData,
Dynamic\DataOperations\SkipRows.cs (1)
48.CreateEnumerable<SampleTemperatureData>(filteredData,
Dynamic\DataOperations\TakeRows.cs (1)
49.CreateEnumerable<SampleTemperatureData>(filteredData,
Dynamic\DataOperations\TrainTestSplit.cs (4)
35.CreateEnumerable<DataPoint>(split.TrainSet, reuseRowObject: false); 38.CreateEnumerable<DataPoint>(split.TestSet, reuseRowObject: false); 59.CreateEnumerable<DataPoint>(split.TrainSet, reuseRowObject: false); 62.CreateEnumerable<DataPoint>(split.TestSet, reuseRowObject: false);
Dynamic\ModelOperations\OnnxConversion.cs (2)
93var outScores = mlContext.Data.CreateEnumerable<ScoreValue>(output, reuseRowObject: false); 94var onnxOutScores = mlContext.Data.CreateEnumerable<OnnxScoreValue>(onnxOutput, reuseRowObject: false);
Dynamic\TensorFlow\ImageClassification.cs (1)
52var outScores = mlContext.Data.CreateEnumerable<OutputScores>(
Dynamic\Trainers\AnomalyDetection\RandomizedPcaSample.cs (1)
47var results = mlContext.Data.CreateEnumerable<Result>(transformed,
Dynamic\Trainers\AnomalyDetection\RandomizedPcaSampleWithOptions.cs (1)
55var results = mlContext.Data.CreateEnumerable<Result>(transformed,
Dynamic\Trainers\BinaryClassification\AveragedPerceptron.cs (1)
43.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\AveragedPerceptronWithOptions.cs (1)
54.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\Calibrators\FixedPlatt.cs (2)
40.CreateEnumerable<ScoreValue>(scoredData, reuseRowObject: false); 65.CreateEnumerable<ScoreAndProbabilityValue>(finalData,
Dynamic\Trainers\BinaryClassification\Calibrators\Isotonic.cs (2)
40.CreateEnumerable<ScoreValue>(scoredData, reuseRowObject: false); 65.CreateEnumerable<ScoreAndProbabilityValue>(finalData,
Dynamic\Trainers\BinaryClassification\Calibrators\Naive.cs (2)
40.CreateEnumerable<ScoreValue>(scoredData, reuseRowObject: false); 65.CreateEnumerable<ScoreAndProbabilityValue>(finalData,
Dynamic\Trainers\BinaryClassification\Calibrators\Platt.cs (2)
40.CreateEnumerable<ScoreValue>(scoredData, reuseRowObject: false); 65.CreateEnumerable<ScoreAndProbabilityValue>(finalData,
Dynamic\Trainers\BinaryClassification\FactorizationMachine.cs (1)
51.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\FastForest.cs (1)
46.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\FastForestWithOptions.cs (1)
58.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\FastTree.cs (1)
46.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\FastTreeWithOptions.cs (1)
58.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\LbfgsLogisticRegression.cs (1)
43.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\LbfgsLogisticRegressionWithOptions.cs (1)
52.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\LdSvm.cs (1)
43.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\LdSvmWithOptions.cs (1)
52.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\LightGbm.cs (1)
46.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\LightGbmWithOptions.cs (1)
57.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\LinearSvm.cs (1)
43.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\LinearSvmWithOptions.cs (1)
52.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\PriorTrainer.cs (1)
43.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SdcaLogisticRegression.cs (1)
51.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SdcaLogisticRegressionWithOptions.cs (1)
63.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SdcaNonCalibrated.cs (1)
51.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SdcaNonCalibratedWithOptions.cs (1)
65.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SgdCalibrated.cs (1)
43.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SgdCalibratedWithOptions.cs (1)
55.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SgdNonCalibrated.cs (1)
43.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SgdNonCalibratedWithOptions.cs (1)
52.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SymbolicSgdLogisticRegression.cs (1)
46.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\BinaryClassification\SymbolicSgdLogisticRegressionWithOptions.cs (1)
55.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\Clustering\KMeans.cs (1)
42var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Clustering\KMeansWithOptions.cs (1)
50var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\MulticlassClassification\LbfgsMaximumEntropy.cs (1)
48.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\LbfgsMaximumEntropyWithOptions.cs (1)
56.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\LightGbm.cs (1)
51.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\LightGbmWithOptions.cs (1)
61.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\NaiveBayes.cs (1)
54.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\OneVersusAll.cs (1)
49.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\PairwiseCoupling.cs (1)
49.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\SdcaMaximumEntropy.cs (1)
56.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\SdcaMaximumEntropyWithOptions.cs (1)
65.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\SdcaNonCalibrated.cs (1)
56.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\MulticlassClassification\SdcaNonCalibratedWithOptions.cs (1)
65.CreateEnumerable<Prediction>(transformedTestData,
Dynamic\Trainers\Ranking\FastTree.cs (1)
48var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Ranking\FastTreeWithOptions.cs (1)
62var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Ranking\LightGbm.cs (1)
48var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Ranking\LightGbmWithOptions.cs (1)
63var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Recommendation\MatrixFactorization.cs (1)
47.CreateEnumerable<MatrixElement>(transformedData,
Dynamic\Trainers\Recommendation\MatrixFactorizationWithOptions.cs (1)
71.CreateEnumerable<MatrixElement>(transformedData,
Dynamic\Trainers\Recommendation\OneClassMatrixFactorizationWithOptions.cs (1)
77var results = mlContext.Data.CreateEnumerable<MatrixElement>(prediction,
Dynamic\Trainers\Regression\FastForest.cs (1)
46var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\FastForestWithOptions.cs (1)
59var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\FastTree.cs (1)
46var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\FastTreeTweedie.cs (1)
46var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\FastTreeTweedieWithOptions.cs (1)
61var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\FastTreeWithOptions.cs (1)
62var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\Gam.cs (1)
46var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\GamWithOptions.cs (1)
57var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\LbfgsPoissonRegression.cs (1)
44var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\LbfgsPoissonRegressionWithOptions.cs (1)
58var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\LightGbm.cs (1)
47var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\LightGbmWithOptions.cs (1)
66var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\OnlineGradientDescent.cs (1)
43var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\OnlineGradientDescentWithOptions.cs (1)
58var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\OrdinaryLeastSquares.cs (1)
43var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\OrdinaryLeastSquaresWithOptions.cs (1)
55var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\Sdca.cs (1)
43var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Trainers\Regression\SdcaWithOptions.cs (1)
59var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Transforms\ApplyOnnxModel.cs (1)
32var predictions = mlContext.Data.CreateEnumerable<Prediction>(
Dynamic\Transforms\ApplyONNXModelWithInMemoryImages.cs (1)
58var transformedDataPoints = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\Categorical\OneHotEncodingMultiColumn.cs (1)
42mlContext.Data.CreateEnumerable<TransformedData>(transformedData,
Dynamic\Transforms\Categorical\OneHotHashEncodingMultiColumn.cs (1)
43mlContext.Data.CreateEnumerable<TransformedData>(transformedData,
Dynamic\Transforms\Concatenate.cs (1)
60var featuresColumn = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\Conversion\ConvertType.cs (1)
32var convertedData = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\Conversion\ConvertTypeMultiColumn.cs (1)
57var convertedData = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\Conversion\Hash.cs (1)
54var convertedData = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\Conversion\HashWithOptions.cs (1)
68var convertedData = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\Conversion\KeyToValueToKey.cs (2)
57CreateEnumerable<TransformedData>(transformedDataDefault, 61CreateEnumerable<TransformedData>(transformedDataCustomized,
Dynamic\Transforms\Conversion\MapKeyToBinaryVector.cs (1)
43IEnumerable<TransformedData> features = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\Conversion\MapKeyToValueMultiColumn.cs (1)
59var values = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\Conversion\MapKeyToVector.cs (1)
56IEnumerable<TransformedData> features = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\Conversion\MapKeyToVectorMultiColumn.cs (1)
44IEnumerable<TransformedData> features = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\Conversion\MapValue.cs (1)
71IEnumerable<TransformedData> features = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\Conversion\MapValueIdvLookup.cs (1)
54IEnumerable<TransformedData> features = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\Conversion\MapValueToArray.cs (1)
52.CreateEnumerable<TransformedData>(transformedData, reuseRowObject:
Dynamic\Transforms\Conversion\MapValueToKeyMultiColumn.cs (2)
42IEnumerable<TransformedData> features = mlContext.Data.CreateEnumerable< 93features = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\CopyColumns.cs (1)
56var rowEnumerable = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\CustomMapping.cs (1)
47var dataEnumerable = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\CustomMappingSaveAndLoad.cs (1)
63var dataEnumerable = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\CustomMappingWithInMemoryCustomType.cs (1)
37var firstAlien = mlContext.Data.CreateEnumerable<SuperAlienHero>(
Dynamic\Transforms\DropColumns.cs (2)
56var failingRowEnumerable = mlContext.Data.CreateEnumerable< 71var rowEnumerable = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\Expression.cs (1)
47var featuresColumn = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\FeatureSelection\SelectFeaturesBasedOnCount.cs (1)
46var convertedData = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\FeatureSelection\SelectFeaturesBasedOnCountMultiColumn.cs (1)
46var convertedData = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\FeatureSelection\SelectFeaturesBasedOnMutualInformation.cs (1)
44var convertedData = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\FeatureSelection\SelectFeaturesBasedOnMutualInformationMultiColumn.cs (1)
47var convertedData = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\ImageAnalytics\ConvertToGrayScaleInMemory.cs (1)
33var transformedDataPoints = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\IndicateMissingValues.cs (1)
40var rowEnumerable = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\IndicateMissingValuesMultiColumn.cs (1)
48var rowEnumerable = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\ReplaceMissingValues.cs (2)
44var defaultRowEnumerable = mlContext.Data.CreateEnumerable< 75var meanRowEnumerable = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\ReplaceMissingValuesMultiColumn.cs (2)
50var defaultRowEnumerable = mlContext.Data.CreateEnumerable< 86var meanRowEnumerable = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\SelectColumns.cs (1)
58var rowEnumerable = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\StatefulCustomMapping.cs (1)
61var dataEnumerable = mlContext.Data.CreateEnumerable<TransformedData>(
Dynamic\Transforms\TimeSeries\DetectAnomalyBySrCnnBatchPrediction.cs (1)
43var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>(
Dynamic\Transforms\TimeSeries\DetectChangePointBySsaBatchPrediction.cs (1)
67var predictionColumn = ml.Data.CreateEnumerable<ChangePointPrediction>(
Dynamic\Transforms\TimeSeries\DetectEntireAnomalyBySrCnn.cs (1)
43var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>(
Dynamic\Transforms\TimeSeries\DetectIidChangePointBatchPrediction.cs (1)
61var predictionColumn = ml.Data.CreateEnumerable<ChangePointPrediction>(
Dynamic\Transforms\TimeSeries\DetectIidSpikeBatchPrediction.cs (1)
52var predictionColumn = ml.Data.CreateEnumerable<IidSpikePrediction>(
Dynamic\Transforms\TimeSeries\DetectSpikeBySsaBatchPrediction.cs (1)
69var predictionColumn = ml.Data.CreateEnumerable<SsaSpikePrediction>(
Dynamic\Transforms\TreeFeaturization\FastForestBinaryFeaturizationWithOptions.cs (1)
82var transformedDataPoints = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\TreeFeaturization\FastForestRegressionFeaturizationWithOptions.cs (1)
83var transformedDataPoints = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\TreeFeaturization\FastTreeBinaryFeaturizationWithOptions.cs (1)
84var transformedDataPoints = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\TreeFeaturization\FastTreeRankingFeaturizationWithOptions.cs (1)
80var transformedDataPoints = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\TreeFeaturization\FastTreeRegressionFeaturizationWithOptions.cs (1)
83var transformedDataPoints = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\TreeFeaturization\FastTreeTweedieFeaturizationWithOptions.cs (1)
83var transformedDataPoints = mlContext.Data.CreateEnumerable<
Dynamic\Transforms\TreeFeaturization\PretrainedTreeEnsembleFeaturizationWithOptions.cs (1)
73var transformedDataPoints = mlContext.Data.CreateEnumerable<
Microsoft.ML.Samples.GPU (1)
docs\samples\Microsoft.ML.Samples\Dynamic\TensorFlow\ImageClassification.cs (1)
52var outScores = mlContext.Data.CreateEnumerable<OutputScores>(
Microsoft.ML.SamplesUtils (2)
SamplesDatasetUtils.cs (2)
225/// calling <see cref="DataOperationsCatalog.CreateEnumerable{TRow}(IDataView, bool, bool, SchemaDefinition)"/> via on <see cref="MLContext"/>. 236/// calling <see cref="DataOperationsCatalog.CreateEnumerable{TRow}(IDataView, bool, bool, SchemaDefinition)"/> via on <see cref="MLContext"/>.
Microsoft.ML.TestFramework (2)
TestSparseDataView.cs (2)
65var iter = env.Data.CreateEnumerable<SparseExample<T>>(data, false).GetEnumerator(); 105var iter = env.Data.CreateEnumerable<DenseExample<T>>(data, false).GetEnumerator();
Microsoft.ML.Tests (42)
AnomalyDetectionTests.cs (2)
160var results = mlContext.Data.CreateEnumerable<Result>(transformed, reuseRowObject: false).ToList(); 206var results = mlContext.Data.CreateEnumerable<Result>(transformed, reuseRowObject: false).ToList();
CollectionsDataViewTest.cs (9)
161var enumeratorSimple = env.Data.CreateEnumerable<ConversionSimpleClass>(dataView, false).GetEnumerator(); 192var enumerator = env.Data.CreateEnumerable<ConversionNotSupportedMinValueClass>(dataView, false).GetEnumerator(); 235var enumeratorSimple = env.Data.CreateEnumerable<ClassWithConstField>(dataView, false).GetEnumerator(); 261var enumeratorSimple = env.Data.CreateEnumerable<ClassWithMixOfFieldsAndProperties>(dataView, false).GetEnumerator(); 315var enumeratorSimple = env.Data.CreateEnumerable<ClassWithPrivateFieldsAndProperties>(dataView, false).GetEnumerator(); 345var enumeratorSimple = env.Data.CreateEnumerable<ClassWithInheritedProperties>(dataView, false).GetEnumerator(); 396var enumeratorSimple = env.Data.CreateEnumerable<ClassWithArrays>(dataView, false).GetEnumerator(); 447var enumeratorSimple = env.Data.CreateEnumerable<ClassWithArrayProperties>(dataView, false).GetEnumerator(); 484var enumeratorSimple = env.Data.CreateEnumerable<ClassWithSetter>(dataView, false).GetEnumerator();
ImagesTests.cs (1)
248var transformedDataPoints = ML.Data.CreateEnumerable<ImageDataPoint>(transformedData, false);
Scenarios\Api\CookbookSamples\CookbookSamplesDynamicApi.cs (2)
56.Data.CreateEnumerable<InspectedRowWithAllFeatures>(transformedData, reuseRowObject: false) 477var scoringEnumerator = context.Data.CreateEnumerable<HousingData>(shuffledSubset, true);
Scenarios\Api\Estimators\DecomposableTrainAndPredict.cs (1)
43var testData = ml.Data.CreateEnumerable<IrisData>(testLoader, false);
Scenarios\Api\Estimators\Extensibility.cs (1)
52var testData = ml.Data.CreateEnumerable<IrisData>(testLoader, false);
Scenarios\Api\Estimators\MultithreadedPrediction.cs (1)
43var testData = ml.Data.CreateEnumerable<SentimentData>(
Scenarios\Api\Estimators\PredictAndMetadata.cs (1)
40var testData = ml.Data.CreateEnumerable<IrisData>(testLoader, false);
Scenarios\Api\Estimators\SimpleTrainAndPredict.cs (2)
41var testData = ml.Data.CreateEnumerable<SentimentData>( 80var testData = ml.Data.CreateEnumerable<SentimentData>(
TextLoaderTests.cs (2)
1187var oneIrisData = mlContext.Data.CreateEnumerable<IrisPublicProperties>(dataIris, false).First(); 1192oneIrisData = mlContext.Data.CreateEnumerable<IrisPublicProperties>(dataIris, false).First();
TrainerEstimators\MatrixFactorizationTests.cs (8)
262foreach (var pred in mlContext.Data.CreateEnumerable<MatrixElementForScore>(model.Transform(testDataView), false)) 364foreach (var pred in mlContext.Data.CreateEnumerable<MatrixElementZeroBasedForScore>(prediction, false)) 384foreach (var pred in mlContext.Data.CreateEnumerable<MatrixElementZeroBasedForScore>(invalidPrediction, false)) 491var testResults = mlContext.Data.CreateEnumerable<OneClassMatrixElementZeroBasedForScore>(testPrediction, false).ToList(); 563var testResults = mlContext.Data.CreateEnumerable<OneClassMatrixElementZeroBasedForScore>(testPrediction, false).ToList(); 633var testResults = mlContext.Data.CreateEnumerable<OneClassMatrixElementZeroBasedForScore>(testPrediction, false).ToList(); 681var results = mlContext.Data.CreateEnumerable<OneClassMatrixElement>(prediction, false).ToList(); 815var predictions = mlContext.Data.CreateEnumerable<MatrixElementZeroBasedForScore256By256>(transformedTestData, false).ToList();
TrainerEstimators\SdcaTests.cs (2)
88var rawPrediction = mlContext.Data.CreateEnumerable<SamplesUtils.DatasetUtils.CalibratedBinaryClassifierOutput>(prediction, false); 247var rawPrediction = mlContext.Data.CreateEnumerable<SamplesUtils.DatasetUtils.NonCalibratedBinaryClassifierOutput>(prediction, false);
TrainerEstimators\TreeEstimators.cs (3)
476mlnetPredictions = mlContext.Data.CreateEnumerable<GbmExample>(predicted, false).ToList(); 875summaryDataEnumerable = ML.Data.CreateEnumerable<SummaryDataRow>(summaryDataView, false); 877summaryDataEnumerable = ML.Data.CreateEnumerable<QuantileTestSummaryDataRow>(summaryDataView, false);
Transformers\CustomMappingTests.cs (2)
79var inputs = ML.Data.CreateEnumerable<MyInput>(transformedData, true); 80var outputs = ML.Data.CreateEnumerable<MyOutput>(transformedData, true);
Transformers\NormalizerTests.cs (2)
930var transformedDataArray = ML.Data.CreateEnumerable<DataPointOne>(noCdfData, false).ToImmutableArray(); 974var transformedDataArray = ML.Data.CreateEnumerable<DataPointVec>(noCdfData, false).ToImmutableArray();
Transformers\TextFeaturizerTests.cs (1)
761var testData = ML.Data.CreateEnumerable<SentimentData>(
Transformers\ValueMappingTests.cs (1)
784var features = ML.Data.CreateEnumerable<TransformedData>(transformedData, reuseRowObject: false).ToList();
Transformers\WordTokenizeTests.cs (1)
69var nativeResult = ML.Data.CreateEnumerable<NativeResult>(result, false).First();
Microsoft.ML.TimeSeries.Tests (20)
TimeSeriesDirectApi.cs (16)
132var enumerator = env.Data.CreateEnumerable<Prediction>(output, true).GetEnumerator(); 182var enumerator = env.Data.CreateEnumerable<Prediction>(output, true).GetEnumerator(); 388var enumerator = env.Data.CreateEnumerable<ForecastPrediction>(output, true).GetEnumerator(); 569var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>(transformedData, reuseRowObject: false); 598data = ml.Data.CreateEnumerable<TimeSeriesDataDouble>(dataView, reuseRowObject: false).ToList(); 627var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>( 686data = ml.Data.CreateEnumerable<TimeSeriesDataDouble>(dataView, reuseRowObject: false).ToList(); 706var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>( 733data = ml.Data.CreateEnumerable<TimeSeriesDataDouble>(dataView, reuseRowObject: false).ToList(); 753var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>( 788data = ml.Data.CreateEnumerable<TimeSeriesDataDouble>(dataView, reuseRowObject: false).ToList(); 808var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>( 847data = ml.Data.CreateEnumerable<TimeSeriesDataDouble>(dataView, reuseRowObject: false).ToList(); 867var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>( 905data = ml.Data.CreateEnumerable<TimeSeriesDataDouble>(dataView, reuseRowObject: false).ToList(); 935var predictionColumn = ml.Data.CreateEnumerable<SrCnnAnomalyDetection>(
TimeSeriesSimpleApiTests.cs (4)
60var enumerator = env.Data.CreateEnumerable<ChangePointPrediction>(output, true).GetEnumerator(); 103var enumerator = env.Data.CreateEnumerable<ChangePointPrediction>(output, true).GetEnumerator(); 144var enumerator = env.Data.CreateEnumerable<SpikePrediction>(output, true).GetEnumerator(); 196var enumerator = env.Data.CreateEnumerable<SpikePrediction>(output, true).GetEnumerator();