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))] 77Name = "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))] 58HelpText = "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)
46Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly, SignatureType = typeof(SignatureMulticlassClassifierTrainer))]
OutputCombiners\RegressionStacking.cs (1)
44Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly, SignatureType = typeof(SignatureRegressorTrainer))]
OutputCombiners\Stacking.cs (1)
43Visibility = 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;