42 references to DatasetUtils
Microsoft.ML.Samples (16)
Dynamic\DataOperations\Cache.cs (1)
16
var data =
DatasetUtils
.LoadHousingRegressionDataset(mlContext);
Dynamic\ModelOperations\OnnxConversion.cs (1)
40
var originalData = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\TensorFlow\TextClassification.cs (1)
18
string modelLocation = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Trainers\BinaryClassification\Calibrators\FixedPlatt.cs (1)
19
var data = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Trainers\BinaryClassification\Calibrators\Isotonic.cs (1)
19
var data = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Trainers\BinaryClassification\Calibrators\Naive.cs (1)
19
var data = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Trainers\BinaryClassification\Calibrators\Platt.cs (1)
19
var data = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Trainers\Regression\LightGbmAdvanced.cs (1)
20
var dataView = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Trainers\Regression\LightGbmWithOptionsAdvanced.cs (1)
21
var dataView = Microsoft.ML.SamplesUtils.
DatasetUtils
.LoadHousingRegressionDataset(mlContext);
Dynamic\Trainers\Regression\OrdinaryLeastSquaresAdvanced.cs (1)
20
string dataFile = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Trainers\Regression\OrdinaryLeastSquaresWithOptionsAdvanced.cs (1)
21
string dataFile =
DatasetUtils
.GetHousingRegressionDataset();
Dynamic\Transforms\ImageAnalytics\ConvertToGrayScale.cs (1)
23
var imagesDataFile = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Transforms\ImageAnalytics\DnnFeaturizeImage.cs (1)
21
var imagesDataFile = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Transforms\ImageAnalytics\ExtractPixels.cs (1)
25
var imagesDataFile = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Transforms\ImageAnalytics\LoadImages.cs (1)
22
var imagesDataFile = Microsoft.ML.SamplesUtils.
DatasetUtils
Dynamic\Transforms\ImageAnalytics\ResizeImages.cs (1)
22
var imagesDataFile = Microsoft.ML.SamplesUtils.
DatasetUtils
Microsoft.ML.Samples.GPU (1)
docs\samples\Microsoft.ML.Samples\Dynamic\TensorFlow\TextClassification.cs (1)
18
string modelLocation = Microsoft.ML.SamplesUtils.
DatasetUtils
Microsoft.ML.Tests (25)
TrainerEstimators\SdcaTests.cs (8)
60
var rawData = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(100);
88
var rawPrediction = mlContext.Data.CreateEnumerable<SamplesUtils.
DatasetUtils
.CalibratedBinaryClassifierOutput>(prediction, false);
104
var rawData = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(100);
160
var rawData = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(100);
219
var rawData = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(100);
247
var rawPrediction = mlContext.Data.CreateEnumerable<SamplesUtils.
DatasetUtils
.NonCalibratedBinaryClassifierOutput>(prediction, false);
261
var rawData = SamplesUtils.
DatasetUtils
.GenerateFloatLabelFloatFeatureVectorSamples(512);
296
var rawData = SamplesUtils.
DatasetUtils
.GenerateFloatLabelFloatFeatureVectorSamples(512);
TrainerEstimators\TreeEnsembleFeaturizerTest.cs (17)
21
var data = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(1000).ToList();
50
label: nameof(SamplesUtils.
DatasetUtils
.BinaryLabelFloatFeatureVectorFloatWeightSample.Label),
51
feature: nameof(SamplesUtils.
DatasetUtils
.BinaryLabelFloatFeatureVectorFloatWeightSample.Features));
128
var data = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(dataPointCount).ToList();
180
var data = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(dataPointCount).ToList();
234
var data = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(dataPointCount).ToList();
302
var data = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(dataPointCount).ToList();
353
var data = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(dataPointCount).ToList();
392
var data = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(dataPointCount).ToList();
431
var data = SamplesUtils.
DatasetUtils
.GenerateFloatLabelFloatFeatureVectorSamples(dataPointCount).ToList();
469
var data = SamplesUtils.
DatasetUtils
.GenerateFloatLabelFloatFeatureVectorSamples(dataPointCount).ToList();
507
var data = SamplesUtils.
DatasetUtils
.GenerateFloatLabelFloatFeatureVectorSamples(dataPointCount).ToList();
545
var data = SamplesUtils.
DatasetUtils
.GenerateFloatLabelFloatFeatureVectorUlongGroupIdSamples(dataPointCount).ToList();
583
var data = SamplesUtils.
DatasetUtils
.GenerateFloatLabelFloatFeatureVectorSamples(dataPointCount).ToList();
638
var data = SamplesUtils.
DatasetUtils
.GenerateFloatLabelFloatFeatureVectorSamples(dataPointCount).ToList();
712
var data = SamplesUtils.
DatasetUtils
.GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples(dataPointCount).ToList();
770
var data = SamplesUtils.
DatasetUtils
.GenerateRandomMulticlassClassificationExamples(dataPointCount).ToList();