67 writes to SignatureType
Microsoft.ML.Data (31)
Commands\CrossValidationCommand.cs (5)
30
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr",
SignatureType
= typeof(SignatureTrainer))]
33
[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>", SortOrder = 101,
SignatureType
= typeof(SignatureDataScorer))]
36
[Argument(ArgumentType.Multiple, HelpText = "Evaluator to use", ShortName = "eval", NullName = "<Auto>", SortOrder = 102,
SignatureType
= typeof(SignatureMamlEvaluator))]
77
Name = "PreTransform", ShortName = "prexf",
SignatureType
= typeof(SignatureDataTransform))]
83
[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", NullName = "<None>",
SignatureType
= typeof(SignatureCalibrator))]
Commands\DataCommand.cs (2)
26
[Argument(ArgumentType.Multiple, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly, HelpText = "The data loader", ShortName = "loader", SortOrder = 1, NullName = "<Auto>",
SignatureType
= typeof(SignatureDataLoader))]
58
HelpText = "Transform", Name = "Transform", ShortName = "xf",
SignatureType
= typeof(SignatureDataTransform))]
Commands\EvaluateCommand.cs (2)
139
[Argument(ArgumentType.Multiple, HelpText = "Evaluator to use", ShortName = "eval",
SignatureType
= typeof(SignatureMamlEvaluator))]
192
[Argument(ArgumentType.Multiple, HelpText = "Evaluator to use", ShortName = "eval",
SignatureType
= typeof(SignatureMamlEvaluator))]
Commands\SaveDataCommand.cs (2)
30
[Argument(ArgumentType.Multiple, HelpText = "The data saver to use", NullName = "<Auto>",
SignatureType
= typeof(SignatureDataSaver))]
107
[Argument(ArgumentType.Multiple, HelpText = "The data saver to use", NullName = "<Auto>",
SignatureType
= typeof(SignatureDataSaver))]
Commands\ScoreCommand.cs (3)
57
[Argument(ArgumentType.Multiple, HelpText = "Scorer to use",
SignatureType
= typeof(SignatureDataScorer))]
60
[Argument(ArgumentType.Multiple, HelpText = "The data saver to use",
SignatureType
= typeof(SignatureDataSaver))]
69
[Argument(ArgumentType.Multiple, HelpText = "Post processing transform", ShortName = "pxf",
SignatureType
= typeof(SignatureDataTransform))]
Commands\TestCommand.cs (2)
47
[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>", SortOrder = 101,
SignatureType
= typeof(SignatureDataScorer))]
50
[Argument(ArgumentType.Multiple, HelpText = "Evaluator to use", ShortName = "eval", NullName = "<Auto>", SortOrder = 102,
SignatureType
= typeof(SignatureMamlEvaluator))]
Commands\TrainCommand.cs (2)
65
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr",
SignatureType
= typeof(SignatureTrainer))]
77
[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", NullName = "<None>",
SignatureType
= typeof(SignatureCalibrator))]
Commands\TrainTestCommand.cs (4)
28
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr",
SignatureType
= typeof(SignatureTrainer))]
31
[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>", SortOrder = 101,
SignatureType
= typeof(SignatureDataScorer))]
34
[Argument(ArgumentType.Multiple, HelpText = "Evaluator to use", ShortName = "eval", NullName = "<Auto>", SortOrder = 102,
SignatureType
= typeof(SignatureMamlEvaluator))]
68
[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", NullName = "<None>",
SignatureType
= typeof(SignatureCalibrator))]
DataLoadSave\LegacyCompositeDataLoader.cs (2)
35
[Argument(ArgumentType.Multiple, HelpText = "The data loader", ShortName = "loader",
SignatureType
= typeof(SignatureDataLoader))]
38
[Argument(ArgumentType.Multiple, HelpText = "Transform", Name = "Transform", ShortName = "xf",
SignatureType
= typeof(SignatureDataTransform))]
DataLoadSave\Text\TextLoader.cs (1)
1293
[Argument(ArgumentType.Multiple,
SignatureType
= typeof(SignatureDataLoader))]
Transforms\TrainAndScoreTransformer.cs (4)
41
[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>",
SignatureType
= typeof(SignatureDataScorer))]
149
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", NullName = "<None>", SortOrder = 1,
SignatureType
= typeof(SignatureTrainer))]
152
[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", NullName = "<None>",
SignatureType
= typeof(SignatureCalibrator))]
158
[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>",
SignatureType
= typeof(SignatureDataScorer))]
Transforms\ValueMapping.cs (1)
422
[Argument(ArgumentType.Multiple, HelpText = "The data loader", NullName = "<Auto>",
SignatureType
= typeof(SignatureDataLoader))]
Transforms\ValueToKeyMappingTransformer.cs (1)
111
[Argument(ArgumentType.Multiple, HelpText = "Data loader", NullName = "<Auto>", SortOrder = 111, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureDataLoader))]
Microsoft.ML.Ensemble (6)
OutputCombiners\MultiStacking.cs (1)
46
Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureMulticlassClassifierTrainer))]
OutputCombiners\RegressionStacking.cs (1)
44
Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureRegressorTrainer))]
OutputCombiners\Stacking.cs (1)
43
Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureBinaryClassifierTrainer))]
Trainer\Binary\EnsembleTrainer.cs (1)
51
[Argument(ArgumentType.Multiple, HelpText = "Base predictor type", ShortName = "bp,basePredictorTypes", SortOrder = 1, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureBinaryClassifierTrainer))]
Trainer\Multiclass\MulticlassDataPartitionEnsembleTrainer.cs (1)
52
[Argument(ArgumentType.Multiple, HelpText = "Base predictor type", ShortName = "bp,basePredictorTypes", SortOrder = 1, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureMulticlassClassifierTrainer))]
Trainer\Regression\RegressionEnsembleTrainer.cs (1)
46
[Argument(ArgumentType.Multiple, HelpText = "Base predictor type", ShortName = "bp,basePredictorTypes", SortOrder = 1, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureRegressorTrainer))]
Microsoft.ML.FastTree (1)
TreeEnsembleFeaturizer.cs (1)
539
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", NullName = "<None>", SortOrder = 1,
SignatureType
= typeof(SignatureTreeEnsembleTrainer))]
Microsoft.ML.Maml (2)
ChainCommand.cs (1)
25
[Argument(ArgumentType.Multiple, HelpText = "Command", Name = "Command", ShortName = "cmd",
SignatureType
= typeof(SignatureCommand))]
HelpCommand.cs (1)
57
[Argument(ArgumentType.LastOccurrenceWins, Hide = true,
SignatureType
= typeof(SignatureModuleGenerator))]
Microsoft.ML.Parquet (1)
PartitionedFileLoader.cs (1)
80
[Argument(ArgumentType.Multiple, HelpText = "The data loader.",
SignatureType
= typeof(SignatureDataLoader))]
Microsoft.ML.Predictor.Tests (6)
CmdLine\CmdLine.cs (3)
198
[Argument(ArgumentType.Multiple,
SignatureType
= typeof(SignatureDataSaver))]
204
[Argument(ArgumentType.Multiple,
SignatureType
= typeof(SignatureDataSaver))]
207
[Argument(ArgumentType.Multiple,
SignatureType
= typeof(SignatureDataSaver))]
CmdLine\CmdLineReverseTest.cs (3)
123
[Argument(ArgumentType.Multiple,
SignatureType
= typeof(SignatureSimpleComponent))]
126
[Argument(ArgumentType.Multiple,
SignatureType
= typeof(SignatureSimpleComponent))]
129
[Argument(ArgumentType.Multiple,
SignatureType
= typeof(SignatureSimpleComponent))]
Microsoft.ML.StandardTrainers (2)
Standard\MulticlassClassification\MetaMulticlassTrainer.cs (2)
23
[Argument(ArgumentType.Multiple, HelpText = "Base predictor", ShortName = "p", SortOrder = 4,
SignatureType
= typeof(SignatureBinaryClassifierTrainer))]
27
[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", SortOrder = 150, NullName = "<None>",
SignatureType
= typeof(SignatureCalibrator))]
Microsoft.ML.Sweeper (9)
Algorithms\Grid.cs (1)
32
[Argument(ArgumentType.Multiple, HelpText = "Swept parameters", ShortName = "p",
SignatureType
= typeof(SignatureSweeperParameter))]
Algorithms\KdoSweeper.cs (1)
41
[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Swept parameters", ShortName = "p",
SignatureType
= typeof(SignatureSweeperParameter))]
Algorithms\NelderMead.cs (2)
23
[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Swept parameters", ShortName = "p",
SignatureType
= typeof(SignatureSweeperParameter))]
26
[Argument(ArgumentType.LastOccurrenceWins, HelpText = "The sweeper used to get the initial results.", ShortName = "init",
SignatureType
= typeof(SignatureSweeperFromParameterList))]
Algorithms\SmacSweeper.cs (1)
28
[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Swept parameters", ShortName = "p",
SignatureType
= typeof(SignatureSweeperParameter))]
AsyncSweeper.cs (1)
155
[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Base sweeper", ShortName = "sweeper",
SignatureType
= typeof(SignatureSweeper))]
ConfigRunner.cs (1)
47
[Argument(ArgumentType.Multiple, HelpText = "Specify how to extract the metrics from the result file.", ShortName = "ev",
SignatureType
= typeof(SignatureSweepResultEvaluator))]
SweepCommand.cs (2)
26
[Argument(ArgumentType.Multiple, HelpText = "Config runner", ShortName = "run,ev,evaluator",
SignatureType
= typeof(SignatureConfigRunner))]
30
[Argument(ArgumentType.Multiple, HelpText = "Sweeper", ShortName = "s",
SignatureType
= typeof(SignatureSweeper))]
Microsoft.ML.Transforms (9)
Dracula\CountTableTransformer.cs (2)
359
[Argument(ArgumentType.Multiple, HelpText = "Count table settings", ShortName = "table",
SignatureType
= typeof(SignatureCountTableBuilder))]
383
[Argument(ArgumentType.Multiple, HelpText = "Count table settings", ShortName = "table",
SignatureType
= typeof(SignatureCountTableBuilder))]
Dracula\CountTargetEncodingTransformer.cs (2)
60
[Argument(ArgumentType.Multiple, HelpText = "Count table settings", ShortName = "table",
SignatureType
= typeof(SignatureCountTableBuilder))]
94
[Argument(ArgumentType.Multiple, HelpText = "Count table settings", ShortName = "table",
SignatureType
= typeof(SignatureCountTableBuilder))]
LearnerFeatureSelection.cs (1)
40
[Argument(ArgumentType.Multiple, HelpText = "Filter", ShortName = "f", SortOrder = 1,
SignatureType
= typeof(SignatureFeatureScorerTrainer))]
RandomFourierFeaturizing.cs (2)
44
[Argument(ArgumentType.Multiple, HelpText = "Which kernel to use?", ShortName = "kernel",
SignatureType
= typeof(SignatureKernelBase))]
61
[Argument(ArgumentType.Multiple, HelpText = "which kernel to use?", ShortName = "kernel",
SignatureType
= typeof(SignatureKernelBase))]
Text\StopWordsRemovingTransformer.cs (1)
718
[Argument(ArgumentType.Multiple, HelpText = "Data loader", NullName = "<Auto>", SortOrder = 3, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureDataLoader))]
Text\WordBagTransform.cs (1)
597
[Argument(ArgumentType.Multiple, HelpText = "Data loader", NullName = "<Auto>", SortOrder = 3, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
SignatureType
= typeof(SignatureDataLoader))]
1 reference to SignatureType
Microsoft.ML.Core (1)
CommandLine\CmdParser.cs (1)
1443
_signatureType = attr.
SignatureType
;