42 writes to NullName
Microsoft.ML.Data (19)
Commands\CrossValidationCommand.cs (3)
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))]
83
[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali",
NullName
= "<None>", SignatureType = typeof(SignatureCalibrator))]
Commands\DataCommand.cs (1)
26
[Argument(ArgumentType.Multiple, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly, HelpText = "The data loader", ShortName = "loader", SortOrder = 1,
NullName
= "<Auto>", SignatureType = typeof(SignatureDataLoader))]
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\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 (1)
77
[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali",
NullName
= "<None>", SignatureType = typeof(SignatureCalibrator))]
Commands\TrainTestCommand.cs (3)
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))]
Model\Pfa\SavePfaCommand.cs (1)
33
[Argument(ArgumentType.AtMostOnce, HelpText = "The 'name' property in the output PFA program. By default this will be the extension-less name ",
NullName
= "<Auto>", SortOrder = 3)]
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.FastTree (4)
FastTreeArguments.cs (2)
359
[Argument(ArgumentType.LastOccurrenceWins, HelpText = "The number of threads to use", ShortName = "t",
NullName
= "<Auto>")]
694
[Argument(ArgumentType.Multiple, HelpText = "Early stopping rule. (Validation set (/valid) is required.)", Name = "EarlyStoppingRule", ShortName = "esr",
NullName
= "<Disable>")]
GamTrainer.cs (1)
64
[Argument(ArgumentType.LastOccurrenceWins, HelpText = "The number of threads to use", ShortName = "t",
NullName
= "<Auto>")]
TreeEnsembleFeaturizer.cs (1)
539
[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr",
NullName
= "<None>", SortOrder = 1, SignatureType = typeof(SignatureTreeEnsembleTrainer))]
Microsoft.ML.LightGbm (3)
LightGbmTrainerBase.cs (3)
95
SortOrder = 2, ShortName = "lr",
NullName
= "<Auto>")]
104
SortOrder = 2, ShortName = "nl",
NullName
= "<Auto>")]
113
SortOrder = 2, ShortName = "mil",
NullName
= "<Auto>")]
Microsoft.ML.Mkl.Components (2)
SymSgdClassificationTrainer.cs (2)
110
[Argument(ArgumentType.AtMostOnce, HelpText = "Learning rate", ShortName = "lr",
NullName
= "<Auto>", SortOrder = 51)]
128
"global model. Low value means more updated global model and high value means less cache traffic.", ShortName = "freq",
NullName
= "<Auto>")]
Microsoft.ML.OnnxConverter (2)
SaveOnnxCommand.cs (2)
42
[Argument(ArgumentType.AtMostOnce, HelpText = "The 'name' property in the output ONNX. By default this will be the ONNX extension-less name.",
NullName
= "<Auto>", SortOrder = 3)]
45
[Argument(ArgumentType.AtMostOnce, HelpText = "The 'domain' property in the output ONNX.",
NullName
= "<Auto>", SortOrder = 4)]
Microsoft.ML.StandardTrainers (6)
Standard\MulticlassClassification\MetaMulticlassTrainer.cs (1)
27
[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", SortOrder = 150,
NullName
= "<None>", SignatureType = typeof(SignatureCalibrator))]
Standard\SdcaBinary.cs (5)
163
[Argument(ArgumentType.AtMostOnce, HelpText = "L2 regularizer constant. By default the l2 constant is automatically inferred based on data set.",
NullName
= "<Auto>", ShortName = "l2, L2Const", SortOrder = 1)]
174
NullName
= "<Auto>", Name = "L1Threshold", ShortName = "l1", SortOrder = 2)]
186
[Argument(ArgumentType.AtMostOnce, HelpText = "Degree of lock-free parallelism. Defaults to automatic. Determinism not guaranteed.",
NullName
= "<Auto>", ShortName = "nt,t,threads, NumThreads", SortOrder = 50)]
205
[Argument(ArgumentType.AtMostOnce, HelpText = "Maximum number of iterations; set to 1 to simulate online learning. Defaults to automatic.",
NullName
= "<Auto>", ShortName = "iter, MaxIterations, NumberOfIterations")]
228
[Argument(ArgumentType.AtMostOnce, HelpText = "Convergence check frequency (in terms of number of iterations). Set as negative or zero for not checking at all. If left blank, it defaults to check after every 'numThreads' iterations.",
NullName
= "<Auto>", ShortName = "checkFreq, CheckFrequency")]
Microsoft.ML.Transforms (6)
Text\StopWordsRemovingTransformer.cs (1)
718
[Argument(ArgumentType.Multiple, HelpText = "Data loader",
NullName
= "<Auto>", SortOrder = 3, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly, SignatureType = typeof(SignatureDataLoader))]
Text\TextFeaturizingEstimator.cs (4)
134
[Argument(ArgumentType.Multiple, Name = "StopWordsRemover", HelpText = "Stopwords remover.", ShortName = "remover",
NullName
= "<None>", SortOrder = 4)]
200
[Argument(ArgumentType.Multiple, HelpText = "A dictionary of allowed terms.", ShortName = "dict",
NullName
= "<None>", SortOrder = 10, Hide = true)]
204
[Argument(ArgumentType.Multiple, Name = "WordFeatureExtractor", HelpText = "Ngram feature extractor to use for words (WordBag/WordHashBag).", ShortName = "wordExtractor",
NullName
= "<None>", SortOrder = 11)]
245
[Argument(ArgumentType.Multiple, Name = "CharFeatureExtractor", HelpText = "Ngram feature extractor to use for characters (WordBag/WordHashBag).", ShortName = "charExtractor",
NullName
= "<None>", SortOrder = 12)]
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 NullName
Microsoft.ML.Core (1)
CommandLine\CmdParser.cs (1)
1435
NullName = attr.
NullName
;