132 references to Concatenate
Microsoft.ML.AutoML (1)
EstimatorExtensions\EstimatorExtensions.cs (1)
26
return context.Transforms.
Concatenate
(outColumn, inColumns);
Microsoft.ML.AutoML.Tests (9)
SweepableExtensionTest.cs (9)
50
var estimator = context.Transforms.
Concatenate
("output", "input");
70
var pipeline = estimator.Append(context.Transforms.
Concatenate
("output", "input"));
81
SweepablePipeline pipeline = context.Transforms.
Concatenate
("output", "input")
94
SweepablePipeline pipeline = context.Transforms.
Concatenate
("output", "input")
107
SweepablePipeline pipeline = context.Transforms.
Concatenate
("output", "input")
133
SweepablePipeline pipeline = context.Transforms.
Concatenate
("output", "input")
147
SweepablePipeline pipeline = context.Transforms.
Concatenate
("output", "input")
174
SweepablePipeline pipeline = context.Transforms.
Concatenate
("output", "input")
187
var estimator = context.Transforms.
Concatenate
("output", "input");
Microsoft.ML.Data (1)
Transforms\ColumnConcatenatingEstimator.cs (1)
38
/// <seealso cref="TransformExtensionsCatalog.
Concatenate
(TransformsCatalog, string, string[])"/>
Microsoft.ML.Fairlearn.Tests (1)
GridSearchTest.cs (1)
96
.Append(context.Transforms.
Concatenate
("Features", "sensitiveFeature_encode", "score_feature"))
Microsoft.ML.IntegrationTests (41)
DataTransformation.cs (2)
175
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
202
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
Debugging.cs (2)
107
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
174
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
Evaluation.cs (4)
123
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
151
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
176
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
270
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
Explainability.cs (8)
38
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
96
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
120
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
147
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
174
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
211
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
248
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
286
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
IntrospectiveTraining.cs (8)
38
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
143
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
264
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
292
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
337
var pipeline = mlContext.Transforms.
Concatenate
("NumericalFeatures", Adult.NumericalFeatures)
338
.Append(mlContext.Transforms.
Concatenate
("CategoricalFeatures", Adult.CategoricalFeatures))
394
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
419
return mlContext.Transforms.
Concatenate
("LabelAndFeatures", "Label", "Features")
ModelFiles.cs (2)
48
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
95
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
ONNX.cs (3)
40
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
90
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
142
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
SchemaDefinitionTests.cs (3)
37
.Append(_ml.Transforms.
Concatenate
("Features", "Cat", "NumericFeatures"));
41
.Append(_ml.Transforms.
Concatenate
("Features", "Cat", "NumericFeatures"));
68
.Append(_ml.Transforms.
Concatenate
("Features", "NumericFeatures", "Categories", "Workclass"))
Training.cs (5)
266
var featurizationPipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
317
var featurizationPipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
361
var featurizationPipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
455
var binaryClassificationPipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
486
var binaryClassificationPipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
Validation.cs (4)
41
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
68
var dataProcessPipeline = mlContext.Transforms.
Concatenate
("Features", new[] { "FeatureVectorA", "FeatureVectorB" }).Append(
112
var pipeline = mlContext.Transforms.
Concatenate
("Features", HousingRegression.Features)
154
var pipeline = mlContext.Transforms.
Concatenate
("Features", Iris.Features)
Microsoft.ML.OnnxTransformerTest (1)
DnnImageFeaturizerTest.cs (1)
226
.Append(ML.Transforms.
Concatenate
("Features", new[] { "ImagePath_featurized" }))
Microsoft.ML.PerformanceTests (3)
KMeansAndLogisticRegressionBench.cs (2)
38
.Append(ml.Transforms.
Concatenate
("Features", "NumFeatures", "CatFeatures"))
40
.Append(ml.Transforms.
Concatenate
("Features", "Features", "Score"))
RffTransform.cs (1)
47
.Append(mlContext.Transforms.
Concatenate
("Features", "FeaturesRFF"))
Microsoft.ML.Samples (15)
Dynamic\ModelOperations\OnnxConversion.cs (1)
59
.Append(mlContext.Transforms.
Concatenate
("Features", "workclass", "education", "marital-status",
Dynamic\Trainers\BinaryClassification\PermutationFeatureImportance.cs (1)
28
.
Concatenate
("Features", featureColumns)
Dynamic\Trainers\BinaryClassification\PermutationFeatureImportanceLoadFromDisk.cs (1)
24
.
Concatenate
("Features", featureColumns)
Dynamic\Trainers\MulticlassClassification\PermutationFeatureImportance.cs (1)
29
.
Concatenate
("Features", featureColumns)
Dynamic\Trainers\MulticlassClassification\PermutationFeatureImportanceLoadFromDisk.cs (1)
32
.
Concatenate
("Features", featureColumns)
Dynamic\Trainers\Ranking\PermutationFeatureImportance.cs (1)
27
var pipeline = mlContext.Transforms.
Concatenate
("Features",
Dynamic\Trainers\Ranking\PermutationFeatureImportanceLoadFromDisk.cs (1)
29
var pipeline = mlContext.Transforms.
Concatenate
("Features",
Dynamic\Trainers\Regression\LightGbmAdvanced.cs (1)
39
var pipeline = mlContext.Transforms.
Concatenate
("Features",
Dynamic\Trainers\Regression\LightGbmWithOptionsAdvanced.cs (1)
40
var pipeline = mlContext.Transforms.
Concatenate
(
Dynamic\Trainers\Regression\PermutationFeatureImportance.cs (1)
28
var pipeline = mlContext.Transforms.
Concatenate
(
Dynamic\Trainers\Regression\PermutationFeatureImportanceLoadFromDisk.cs (1)
30
var pipeline = mlContext.Transforms.
Concatenate
(
Dynamic\Transforms\CalculateFeatureContribution.cs (1)
25
var transformPipeline = mlContext.Transforms.
Concatenate
("Features",
Dynamic\Transforms\CalculateFeatureContributionCalibrated.cs (1)
25
var transformPipeline = mlContext.Transforms.
Concatenate
("Features",
Dynamic\Transforms\Concatenate.cs (1)
51
.Append(mlContext.Transforms.
Concatenate
("Features", new[]
Dynamic\Transforms\Conversion\MapKeyToVector.cs (1)
44
.Append(mlContext.Transforms.
Concatenate
("Parts", "PartA", "PartB"))
Microsoft.ML.Samples.OneDal (3)
Program.cs (3)
67
var preprocessingPipeline = mlContext.Transforms.
Concatenate
("Features", featuresArray);
99
var preprocessingPipeline = mlContext.Transforms.
Concatenate
("Features", featuresArray);
131
var preprocessingPipeline = mlContext.Transforms.
Concatenate
("Features", featuresArray);
Microsoft.ML.SamplesUtils (1)
SamplesDatasetUtils.cs (1)
101
.Append(mlContext.Transforms.
Concatenate
("Features", "workclass", "education", "marital-status",
Microsoft.ML.TensorFlow.Tests (4)
TensorflowTests.cs (4)
670
.Append(_mlContext.Transforms.
Concatenate
("Features", "Softmax", "dense/Relu"))
723
.Append(_mlContext.Transforms.
Concatenate
("Features", "Prediction"))
837
.Append(_mlContext.Transforms.
Concatenate
("Features", "Prediction"))
894
.Append(_mlContext.Transforms.
Concatenate
("Features", new[] { "Softmax", "dense/Relu" }))
Microsoft.ML.Tests (51)
CalibratedModelParametersTests.cs (1)
133
var pipeline = ML.Transforms.
Concatenate
("Features", "X1", "X2Important", "X3", "X4Rand")
DatabaseLoaderTests.cs (5)
68
.Append(mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth"))
104
.Append(mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth"))
140
.Append(mlContext.Transforms.
Concatenate
("Features", "SepalInfo", "PetalInfo"))
172
.Append(mlContext.Transforms.
Concatenate
("Features", "SepalInfo", "PetalInfo"))
204
.Append(mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth"))
FeatureContributionTests.cs (2)
314
var pipeline = ML.Transforms.
Concatenate
("Features", "X1", "X2VBuffer", "X3Important")
431
.Append(ML.Transforms.
Concatenate
(DefaultColumnNames.Features, vendorIdEncoded, rateCodeEncoded, paymentTypeEncoded,
OnnxConversionTest.cs (2)
774
var pipeline = mlContext.Transforms.
Concatenate
("Features", "VectorDouble1", "VectorDouble2");
794
.Append(mlContext.Transforms.
Concatenate
("Features", "F1", "F2"))
PermutationFeatureImportanceTests.cs (2)
858
var pipeline = ML.Transforms.
Concatenate
("Features", "X1", "X2Important", "X3", "X4Rand")
938
var pipeline = ML.Transforms.
Concatenate
("Features", "X1", "X2VBuffer", "X3Important")
Scenarios\Api\CookbookSamples\CookbookSamplesDynamicApi.cs (8)
48
var pipeline = mlContext.Transforms.
Concatenate
("AllFeatures", "Education", "MaritalStatus");
230
mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth")
351
var pipeline = context.Transforms.
Concatenate
("Features", "CrimesPerCapita", "PercentResidental", "PercentNonRetail", "CharlesRiver", "NitricOxides",
391
var pipeline = context.Transforms.
Concatenate
("Features", "CrimesPerCapita", "PercentResidental", "PercentNonRetail", "CharlesRiver", "NitricOxides",
426
var pipeline = context.Transforms.
Concatenate
("Features", "CrimesPerCapita", "PercentResidental", "PercentNonRetail", "CharlesRiver", "NitricOxides",
462
var pipeline = context.Transforms.
Concatenate
("Features", "CrimesPerCapita", "PercentResidental", "PercentNonRetail", "CharlesRiver", "NitricOxides",
614
.Append(mlContext.Transforms.
Concatenate
("Features", "NumericalFeatures", "CategoricalBag", "WorkclassOneHotTrimmed"))
644
mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth")
Scenarios\Api\Estimators\PredictAndMetadata.cs (2)
31
var pipeline = ml.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth")
80
var pipeline = mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth")
Scenarios\IrisPlantClassificationTests.cs (1)
32
var pipe = mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth")
Scenarios\IrisPlantClassificationWithStringLabelTests.cs (1)
36
var pipe = mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth")
Scenarios\RegressionTest.cs (1)
34
.Append(context.Transforms.
Concatenate
("Features", "VendorIdEncoded", "RateCodeEncoded", "PaymentTypeEncoded", "PassengerCount",
ScenariosWithDirectInstantiation\IrisPlantClassificationTests.cs (1)
30
var pipe = mlContext.Transforms.
Concatenate
("Features", "SepalLength", "SepalWidth", "PetalLength", "PetalWidth")
TrainerEstimators\OneDalEstimators.cs (1)
57
var preprocessingPipeline = ML.Transforms.
Concatenate
("Features", new string[] { "f0", "f1", "f2", "f3", "f4", "f5", "f6", "f7" });
TrainerEstimators\TrainerEstimators.cs (1)
219
oneHotPipeline.Append(ML.Transforms.
Concatenate
("Features", "Features", "LoggedIn"));
TrainerEstimators\TreeEnsembleFeaturizerTest.cs (13)
331
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
377
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
416
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
455
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
493
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
531
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
569
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
607
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
664
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "OhMyTrees", "OhMyLeaves", "OhMyPaths"))
696
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "OhMyTrees", "OhMyLeaves", "OhMyPaths"))
740
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Trees", "Leaves", "Paths"))
751
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Features", "Leaves"))
806
.Append(ML.Transforms.
Concatenate
("CombinedFeatures", "Trees", "Leaves", "Paths"))
Transformers\CategoricalTests.cs (1)
111
.Append(mlContext.Transforms.
Concatenate
("Features", new string[] { "A", "B" }))
Transformers\ConcatTests.cs (5)
28
var pipe = ML.Transforms.
Concatenate
("Features");
65
var pipe = ML.Transforms.
Concatenate
("f1", "float1")
66
.Append(ML.Transforms.
Concatenate
("f2", "float1", "float1"))
67
.Append(ML.Transforms.
Concatenate
("f3", "float4", "float1"))
68
.Append(ML.Transforms.
Concatenate
("f4", "float6", "vfloat", "float1"));
Transformers\CountTargetEncodingTests.cs (3)
86
.Append(ML.Transforms.
Concatenate
("Features", "ScalarString", "VectorString"))
94
.Append(ML.Transforms.
Concatenate
("Features", "ScalarString", "VectorString"))
103
.Append(ML.Transforms.
Concatenate
("Features", "ScalarString", "VectorString"))
Transformers\HashTests.cs (1)
383
var pipeline = ML.Transforms.
Concatenate
("D", "A")
Microsoft.ML.TimeSeries.Tests (1)
TimeSeriesDirectApi.cs (1)
454
.Append(ml.Transforms.
Concatenate
("Forecast", "Forecast", "ConfidenceLowerBound", "ConfidenceUpperBound"))