115 references to MapValueToKey
Microsoft.ML.AutoML (2)
API\MulticlassClassificationExperiment.cs (1)
332
pipeline = pipeline.Append(Context.Transforms.Conversion.
MapValueToKey
(label, label));
EstimatorExtensions\EstimatorExtensions.cs (1)
290
return context.Transforms.Conversion.
MapValueToKey
(outColumn, inColumn);
Microsoft.ML.AutoML.Tests (2)
AutoMLExperimentTests.cs (2)
299
.Append(context.Transforms.Conversion.
MapValueToKey
(label, label))
326
.Append(context.Transforms.Conversion.
MapValueToKey
(label, label))
Microsoft.ML.Data (2)
Transforms\ValueToKeyMappingEstimator.cs (2)
44
/// <seealso cref="ConversionsExtensionsCatalog.
MapValueToKey
(TransformsCatalog.ConversionTransforms, string, string, int, KeyOrdinality, bool, IDataView)"/>
46
/// <seealso cref="ConversionsExtensionsCatalog.
MapValueToKey
(TransformsCatalog.ConversionTransforms, string, string, int, ValueToKeyMappingEstimator.KeyOrdinality, bool, IDataView)"/>
Microsoft.ML.IntegrationTests (8)
Datasets\Iris.cs (1)
56
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("GroupId"));
Datasets\TrivialMatrixFactorization.cs (2)
30
var pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("MatrixColumnIndex")
31
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("MatrixRowIndex"));
Evaluation.cs (1)
152
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
IntrospectiveTraining.cs (1)
432
return mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Training.cs (3)
267
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
457
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
488
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
Microsoft.ML.OnnxTransformerTest (1)
DnnImageFeaturizerTest.cs (1)
221
var dataProcessPipeline = ML.Transforms.Conversion.
MapValueToKey
("Label", "Label")
Microsoft.ML.PerformanceTests (4)
ImageClassificationBench.cs (1)
61
.
MapValueToKey
("Label")
PredictionEngineBench.cs (1)
58
.Append(env.Transforms.Conversion.
MapValueToKey
("Label"))
StochasticDualCoordinateAscentClassifierBench.cs (2)
79
.Append(_mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
114
.Append(_mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
Microsoft.ML.Samples (34)
Dynamic\DataOperations\FilterRowsByKeyColumnFraction.cs (1)
36
var pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("Age");
Dynamic\ModelOperations\SaveLoadModel.cs (1)
29
.
MapValueToKey
(outputColumnName, inputColumnName).Fit(dataView);
Dynamic\ModelOperations\SaveLoadModelFile.cs (1)
29
.
MapValueToKey
(outputColumnName, inputColumnName).Fit(dataView);
Dynamic\Trainers\MulticlassClassification\ImageClassification\ImageClassificationDefault.cs (1)
50
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
Dynamic\Trainers\MulticlassClassification\ImageClassification\LearningRateSchedulingCifarResnetTransferLearning.cs (2)
54
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
70
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningEarlyStopping.cs (1)
49
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningTrainTestSplit.cs (1)
49
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
Dynamic\Trainers\MulticlassClassification\LbfgsMaximumEntropy.cs (1)
30
.
MapValueToKey
(nameof(DataPoint.Label))
Dynamic\Trainers\MulticlassClassification\LbfgsMaximumEntropyWithOptions.cs (1)
38
mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Dynamic\Trainers\MulticlassClassification\LightGbm.cs (1)
33
.
MapValueToKey
(nameof(DataPoint.Label))
Dynamic\Trainers\MulticlassClassification\LightGbmWithOptions.cs (1)
43
mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Dynamic\Trainers\MulticlassClassification\LogLossPerClass.cs (1)
30
.
MapValueToKey
(nameof(DataPoint.Label))
Dynamic\Trainers\MulticlassClassification\NaiveBayes.cs (1)
36
.
MapValueToKey
(nameof(DataPoint.Label))
Dynamic\Trainers\MulticlassClassification\OneVersusAll.cs (1)
29
mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Dynamic\Trainers\MulticlassClassification\PairwiseCoupling.cs (1)
29
mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Dynamic\Trainers\MulticlassClassification\PermutationFeatureImportance.cs (1)
30
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
Dynamic\Trainers\MulticlassClassification\PermutationFeatureImportanceLoadFromDisk.cs (1)
33
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
Dynamic\Trainers\MulticlassClassification\SdcaMaximumEntropy.cs (1)
38
.
MapValueToKey
(nameof(DataPoint.Label))
Dynamic\Trainers\MulticlassClassification\SdcaMaximumEntropyWithOptions.cs (1)
47
mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Dynamic\Trainers\MulticlassClassification\SdcaNonCalibrated.cs (1)
38
.
MapValueToKey
(nameof(DataPoint.Label))
Dynamic\Trainers\MulticlassClassification\SdcaNonCalibratedWithOptions.cs (1)
47
mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Dynamic\Trainers\Ranking\PermutationFeatureImportance.cs (2)
29
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
30
.Append(mlContext.Transforms.Conversion.
MapValueToKey
(
Dynamic\Trainers\Ranking\PermutationFeatureImportanceLoadFromDisk.cs (2)
31
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
32
.Append(mlContext.Transforms.Conversion.
MapValueToKey
(
Dynamic\Transforms\Conversion\KeyToValueToKey.cs (2)
32
.Transforms.Conversion.
MapValueToKey
(nameof(TransformedData.Keys),
43
.Transforms.Conversion.
MapValueToKey
(nameof(TransformedData.Keys),
Dynamic\Transforms\Conversion\MapKeyToValueMultiColumn.cs (1)
32
mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Dynamic\Transforms\Conversion\MapKeyToVector.cs (1)
45
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Parts"))
Dynamic\Transforms\NormalizeSupervisedBinning.cs (1)
39
data = mlContext.Transforms.Conversion.
MapValueToKey
("Bin").Fit(data)
Dynamic\Transforms\Text\LatentDirichletAllocation.cs (1)
45
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Tokens"))
Dynamic\Transforms\Text\ProduceHashedNgrams.cs (1)
47
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Tokens"))
Dynamic\Transforms\Text\ProduceNgrams.cs (1)
56
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Tokens"))
Microsoft.ML.Samples.GPU (5)
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ImageClassificationDefault.cs (1)
50
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\LearningRateSchedulingCifarResnetTransferLearning.cs (2)
54
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
70
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningEarlyStopping.cs (1)
49
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningTrainTestSplit.cs (1)
49
.
MapValueToKey
("Label", keyOrdinality: Microsoft.ML.Transforms
Microsoft.ML.TensorFlow.Tests (7)
TensorflowTests.cs (7)
724
.Append(_mlContext.Transforms.Conversion.
MapValueToKey
("KeyLabel", "Label", maximumNumberOfKeys: 10))
1119
.Append(_mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
1407
.
MapValueToKey
("Label")
1482
.
MapValueToKey
("Label")
1614
.
MapValueToKey
("Label")
1769
.
MapValueToKey
("Label")
1858
.
MapValueToKey
("Label")
Microsoft.ML.Tests (41)
DatabaseLoaderTests.cs (5)
67
IEstimator<ITransformer> pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("Label")
103
IEstimator<ITransformer> pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("Label")
139
IEstimator<ITransformer> pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("Label")
171
IEstimator<ITransformer> pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("Label")
203
var pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("Label")
FeatureContributionTests.cs (2)
321
return pipeline.Append(ML.Transforms.Conversion.
MapValueToKey
("Label"))
324
return pipeline.Append(ML.Transforms.Conversion.
MapValueToKey
("GroupId"))
OnnxConversionTest.cs (8)
630
Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label")).
1208
var pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("Key", "Value",
1410
mlContext.Transforms.Conversion.
MapValueToKey
("Key", "Value").
1413
mlContext.Transforms.Conversion.
MapValueToKey
("Value").
1479
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Tokens"))
1682
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"));
1776
var pipeline1 = mlContext.Transforms.Conversion.
MapValueToKey
("Label");
2007
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"));
PermutationFeatureImportanceTests.cs (4)
864
return pipeline.Append(ML.Transforms.Conversion.
MapValueToKey
("Label"))
867
return pipeline.Append(ML.Transforms.Conversion.
MapValueToKey
("GroupId"))
947
return pipeline.Append(ML.Transforms.Conversion.
MapValueToKey
("Label"))
951
return pipeline.Append(ML.Transforms.Conversion.
MapValueToKey
("GroupId"))
Scenarios\Api\CookbookSamples\CookbookSamplesDynamicApi.cs (2)
232
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"), TransformerScope.TrainTest)
646
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"), TransformerScope.TrainTest)
Scenarios\Api\Estimators\PredictAndMetadata.cs (3)
32
.Append(ml.Transforms.Conversion.
MapValueToKey
("Label"), TransformerScope.TrainTest)
81
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
115
var pipelineUnamed = mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Scenarios\Api\TestApi.cs (1)
481
var inputWithKey = mlContext.Transforms.Conversion.
MapValueToKey
("KeyStrat", "TextStrat").Fit(input).Transform(input);
Scenarios\IrisPlantClassificationTests.cs (1)
34
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
Scenarios\IrisPlantClassificationWithStringLabelTests.cs (1)
38
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label", "IrisPlantType"), TransformerScope.TrainTest)
Scenarios\OvaTest.cs (4)
32
var data = mlContext.Data.Cache(mlContext.Transforms.Conversion.
MapValueToKey
("Label")
66
var data = mlContext.Data.Cache(mlContext.Transforms.Conversion.
MapValueToKey
("Label")
102
var data = mlContext.Data.Cache(mlContext.Transforms.Conversion.
MapValueToKey
("Label")
136
var data = mlContext.Data.Cache(mlContext.Transforms.Conversion.
MapValueToKey
("Label")
ScenariosWithDirectInstantiation\IrisPlantClassificationTests.cs (1)
32
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
TrainerEstimators\SdcaTests.cs (5)
43
var mcData = ML.Transforms.Conversion.
MapValueToKey
("Label").Fit(data).Transform(data);
174
var sdcaWithoutWeightMulticlass = mlContext.Transforms.Conversion.
MapValueToKey
("LabelIndex", "Label").
178
var sdcaWithWeightMulticlass = mlContext.Transforms.Conversion.
MapValueToKey
("LabelIndex", "Label").
277
var pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("LabelIndex", "Label").
311
var pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("LabelIndex", "Label").
TrainerEstimators\TreeEnsembleFeaturizerTest.cs (1)
803
var pipeline = ML.Transforms.Conversion.
MapValueToKey
("KeyLabel", "Label")
TrainerEstimators\TreeEstimators.cs (1)
746
.
MapValueToKey
(nameof(DataPoint.Label))
Transformers\CategoricalTests.cs (1)
112
.Append(mlContext.Transforms.Conversion.
MapValueToKey
("Label"))
Transformers\KeyToVectorEstimatorTests.cs (1)
256
var pipeline = mlContext.Transforms.Conversion.
MapValueToKey
("Label")
Microsoft.ML.TorchSharp.Tests (9)
NerTests.cs (3)
70
var estimator = chain.Append(ML.Transforms.Conversion.
MapValueToKey
("Label", keyData: labels))
149
var estimator = chain.Append(ML.Transforms.Conversion.
MapValueToKey
("Label", keyData: labels))
223
var estimator = chain.Append(ML.Transforms.Conversion.
MapValueToKey
("Label", keyData: labels))
ObjectDetectionTests.cs (2)
47
.Append(ML.Transforms.Conversion.
MapValueToKey
("Labels"), TransformerScope.Training)
64
.Append(ML.Transforms.Conversion.
MapValueToKey
("Labels"))
TextClassificationTests.cs (4)
98
var estimator = chain.Append(ML.Transforms.Conversion.
MapValueToKey
("Label", "Sentiment"), TransformerScope.TrainTest)
177
mlContext.Transforms.Conversion.
MapValueToKey
("Label")
235
var estimator = ML.Transforms.Conversion.
MapValueToKey
("Label", "Sentiment")
316
var dataPrep = ML.Transforms.Conversion.
MapValueToKey
("Label");