45 references to SignatureTrainer
Microsoft.ML.Data (6)
Commands\CrossValidationCommand.cs (1)
30
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", SignatureType = typeof(
SignatureTrainer
))]
Commands\TrainCommand.cs (1)
65
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", SignatureType = typeof(
SignatureTrainer
))]
Commands\TrainTestCommand.cs (1)
28
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", SignatureType = typeof(
SignatureTrainer
))]
Transforms\TrainAndScoreTransformer.cs (1)
149
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", NullName = "<None>", SortOrder = 1, SignatureType = typeof(
SignatureTrainer
))]
Utilities\ComponentCreation.cs (2)
219
return CreateCore<ITrainer, TArgs,
SignatureTrainer
>(env, arguments, out loadName);
225
return CreateCore<ITrainer>(env, typeof(
SignatureTrainer
), settings, out loadName);
Microsoft.ML.Ensemble (3)
Trainer\Binary\EnsembleTrainer.cs (1)
16
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
) },
Trainer\Multiclass\MulticlassDataPartitionEnsembleTrainer.cs (1)
17
new[] { typeof(SignatureMulticlassClassifierTrainer), typeof(
SignatureTrainer
) },
Trainer\Regression\RegressionEnsembleTrainer.cs (1)
16
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
) },
Microsoft.ML.FastTree (8)
FastTreeClassification.cs (1)
17
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer), typeof(SignatureFeatureScorerTrainer) },
FastTreeRanking.cs (1)
21
new[] { typeof(SignatureRankerTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer), typeof(SignatureFeatureScorerTrainer) },
FastTreeRegression.cs (1)
15
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer), typeof(SignatureFeatureScorerTrainer) },
FastTreeTweedie.cs (1)
18
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer), typeof(SignatureFeatureScorerTrainer) },
GamClassification.cs (1)
18
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
GamRegression.cs (1)
15
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
RandomForestClassification.cs (1)
21
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer), typeof(SignatureFeatureScorerTrainer) },
RandomForestRegression.cs (1)
21
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer), typeof(SignatureFeatureScorerTrainer) },
Microsoft.ML.KMeansClustering (1)
KMeansPlusPlusTrainer.cs (1)
20
new[] { typeof(SignatureClusteringTrainer), typeof(
SignatureTrainer
) },
Microsoft.ML.LightGbm (4)
LightGbmBinaryTrainer.cs (1)
19
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer) },
LightGbmMulticlassTrainer.cs (1)
20
new[] { typeof(SignatureMulticlassClassifierTrainer), typeof(
SignatureTrainer
) },
LightGbmRankingTrainer.cs (1)
18
new[] { typeof(SignatureRankerTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer) },
LightGbmRegressionTrainer.cs (1)
16
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureTreeEnsembleTrainer) },
Microsoft.ML.Mkl.Components (2)
OlsLinearRegression.cs (1)
22
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
SymSgdClassificationTrainer.cs (1)
23
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Microsoft.ML.PCA (1)
PcaTrainer.cs (1)
21
new[] { typeof(SignatureAnomalyDetectorTrainer), typeof(
SignatureTrainer
) },
Microsoft.ML.Recommender (1)
MatrixFactorizationTrainer.cs (1)
20
new Type[] { typeof(
SignatureTrainer
), typeof(SignatureMatrixRecommendingTrainer) },
Microsoft.ML.ResultProcessor (2)
ResultProcessor.cs (2)
158
var cls = env.ComponentCatalog.GetLoadableClassInfo<
SignatureTrainer
>(predictorName);
525
trainerClass = env.ComponentCatalog.GetLoadableClassInfo<
SignatureTrainer
>(commandLineTrainer.Name);
Microsoft.ML.StandardTrainers (16)
FactorizationMachine\FactorizationMachineTrainer.cs (1)
19
typeof(FieldAwareFactorizationMachineTrainer.Options), new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
) }
LdSvm\LdSvmTrainer.cs (1)
20
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
) },
Standard\LogisticRegression\LogisticRegression.cs (1)
19
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Standard\LogisticRegression\MulticlassLogisticRegression.cs (1)
23
new[] { typeof(SignatureMulticlassClassifierTrainer), typeof(
SignatureTrainer
) },
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (1)
18
new[] { typeof(SignatureMulticlassClassifierTrainer), typeof(
SignatureTrainer
) },
Standard\MulticlassClassification\OneVersusAllTrainer.cs (1)
26
new[] { typeof(SignatureMulticlassClassifierTrainer), typeof(
SignatureTrainer
) },
Standard\MulticlassClassification\PairwiseCouplingTrainer.cs (1)
17
new[] { typeof(SignatureMulticlassClassifierTrainer), typeof(
SignatureTrainer
) },
Standard\Online\AveragedPerceptron.cs (1)
18
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Standard\Online\LinearSvm.cs (1)
20
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Standard\Online\OnlineGradientDescent.cs (1)
16
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Standard\PoissonRegression\PoissonRegression.cs (1)
16
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Standard\SdcaBinary.cs (2)
27
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
35
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Standard\SdcaMulticlass.cs (1)
20
new[] { typeof(SignatureMulticlassClassifierTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Standard\SdcaRegression.cs (1)
17
new[] { typeof(SignatureRegressorTrainer), typeof(
SignatureTrainer
), typeof(SignatureFeatureScorerTrainer) },
Standard\Simple\SimpleTrainers.cs (1)
16
new[] { typeof(SignatureBinaryClassifierTrainer), typeof(
SignatureTrainer
) },
Microsoft.ML.Vision (1)
ImageClassificationTrainer.cs (1)
34
new[] { typeof(SignatureMulticlassClassifierTrainer), typeof(
SignatureTrainer
) },