Name

Commands\CrossValidationCommand.cs (2)

61Name = "CustomColumn", ShortName = "col", SortOrder = 10)] 77Name = "PreTransform", ShortName = "prexf", SignatureType = typeof(SignatureDataTransform))]

Commands\DataCommand.cs (1)

58HelpText = "Transform", Name = "Transform", ShortName = "xf", SignatureType = typeof(SignatureDataTransform))]

Commands\EvaluateCommand.cs (2)

136Name = "CustomColumn", ShortName = "col", SortOrder = 10)] 189Name = "CustomColumn", ShortName = "col", SortOrder = 10)]

Commands\ScoreCommand.cs (2)

54Name = "CustomColumn", ShortName = "col", SortOrder = 10)] 76Name = "OutputColumn", ShortName = "outCol")]

Commands\TestCommand.cs (1)

44Name = "CustomColumn", ShortName = "col", SortOrder = 10)]

Commands\TrainCommand.cs (1)

59Name = "CustomColumn", ShortName = "col", SortOrder = 10)]

Commands\TrainTestCommand.cs (1)

56Name = "CustomColumn", ShortName = "col", SortOrder = 10)]

DataLoadSave\Database\DatabaseLoader.cs (1)

352Name = "Column", ShortName = "col", SortOrder = 1)]

DataLoadSave\LegacyCompositeDataLoader.cs (1)

38[Argument(ArgumentType.Multiple, HelpText = "Transform", Name = "Transform", ShortName = "xf", SignatureType = typeof(SignatureDataTransform))]

DataLoadSave\Text\TextLoader.cs (3)

473[Argument(ArgumentType.AtMostOnce, Name = nameof(Separator), Visibility = ArgumentAttribute.VisibilityType.EntryPointsOnly, HelpText = "Source column separator.", ShortName = "sep")] 479[Argument(ArgumentType.AtMostOnce, Name = "Decimal Marker", HelpText = "Character symbol used to separate the integer part from the fractional part of a number written in decimal form.", ShortName = "decimal")] 486Name = "Column", ShortName = "col", SortOrder = 1)]

Dirty\ChooseColumnsByIndexTransform.cs (1)

27[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Column indices to select", Name = "Index", ShortName = "ind")]

Evaluators\MamlEvaluator.cs (1)

73[Argument(ArgumentType.Multiple, HelpText = "Stratification column name.", Name = "StratColumn", ShortName = "strat")]

Transforms\ColumnConcatenatingTransformer.cs (2)

121Name = "Column", ShortName = "col", SortOrder = 1)] 129Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\ColumnCopying.cs (1)

142Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\GenerateNumberTransform.cs (1)

90Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\Hashing.cs (1)

40Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\KeyToValue.cs (1)

60Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\KeyToVector.cs (1)

88Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\LabelConvertTransform.cs (1)

49Name = "Column", ShortName = "col")]

Transforms\LabelIndicatorTransform.cs (1)

71[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\NAFilter.cs (1)

38[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Column", Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\NormalizeColumn.cs (10)

56Name = "MaxTrainingExamples", ShortName = "maxtrain")] 76[Argument(ArgumentType.AtMostOnce, Name = "FixZero", HelpText = "Whether to map zero to zero, preserving sparsity", ShortName = "zero")] 167[Argument(ArgumentType.AtMostOnce, Name = "FixZero", HelpText = "Whether to map zero to zero, preserving sparsity", ShortName = "zero")] 173[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)] 192Name = "MaxTrainingExamples", ShortName = "maxtrain")] 221[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)] 229[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)] 256[Argument(ArgumentType.AtMostOnce, HelpText = "Should the data be centered around 0", Name = "CenterData", ShortName = "center", SortOrder = 1)] 259[Argument(ArgumentType.AtMostOnce, HelpText = "Minimum quantile value. Defaults to 25", Name = "QuantileMin", ShortName = "qmin", SortOrder = 2)] 262[Argument(ArgumentType.AtMostOnce, HelpText = "Maximum quantile value. Defaults to 75", Name = "QuantileMax", ShortName = "qmax", SortOrder = 3)]

Transforms\SlotsDroppingTransformer.cs (1)

44Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\TrainAndScoreTransformer.cs (2)

38Name = "CustomColumn", ShortName = "col", SortOrder = 101, Purpose = SpecialPurpose.ColumnSelector)] 133Name = "CustomColumn", ShortName = "col", SortOrder = 110, Purpose = SpecialPurpose.ColumnSelector)]

Transforms\TypeConverting.cs (1)

132[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:type:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\ValueMapping.cs (1)

410[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

Transforms\ValueToKeyMappingTransformer.cs (5)

48[Argument(ArgumentType.AtMostOnce, HelpText = "Comma separated list of terms", Name = "Terms", Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly)] 51[Argument(ArgumentType.AtMostOnce, HelpText = "List of terms", Name = "Term", Visibility = ArgumentAttribute.VisibilityType.EntryPointsOnly)] 102[Argument(ArgumentType.AtMostOnce, HelpText = "Comma separated list of terms", Name = "Terms", SortOrder = 105, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly)] 105[Argument(ArgumentType.AtMostOnce, HelpText = "List of terms", Name = "Term", SortOrder = 106, Visibility = ArgumentAttribute.VisibilityType.EntryPointsOnly)] 136[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

FastTreeArguments.cs (1)

694[Argument(ArgumentType.Multiple, HelpText = "Early stopping rule. (Validation set (/valid) is required.)", Name = "EarlyStoppingRule", ShortName = "esr", NullName = "<Disable>")]

ImageGrayscale.cs (1)

56[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

ImageLoader.cs (1)

59[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

ImagePixelExtractor.cs (1)

92[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

ImageResizer.cs (1)

72[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

VectorToImageTransform.cs (1)

106[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

KMeansPlusPlusTrainer.cs (3)

110[Argument(ArgumentType.AtMostOnce, HelpText = "The number of clusters", SortOrder = 50, Name = "K")] 125Name = "OptTol", ShortName = "ot")] 140Name = "AccelMemBudgetMb", ShortName = "accelMemBudgetMb")]

LightGbmTrainerBase.cs (1)

135Name = "Booster",

ChainCommand.cs (1)

25[Argument(ArgumentType.Multiple, HelpText = "Command", Name = "Command", ShortName = "cmd", SignatureType = typeof(SignatureCommand))]

VectorWhitening.cs (1)

54[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

SaveOnnxCommand.cs (2)

51[Argument(ArgumentType.AtMostOnce, Visibility = ArgumentAttribute.VisibilityType.EntryPointsOnly, HelpText = "Array of input column names to drop", Name = nameof(InputsToDrop), SortOrder = 6)] 57[Argument(ArgumentType.AtMostOnce, Visibility = ArgumentAttribute.VisibilityType.EntryPointsOnly, HelpText = "Array of output column names to drop", Name = nameof(OutputsToDrop), SortOrder = 8)]

PcaTrainer.cs (1)

106[Argument(ArgumentType.AtMostOnce, HelpText = "If enabled, data is centered to be zero mean", Name = "Center", ShortName = "center")]

PcaTransformer.cs (1)

40[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

Standard\Online\AveragedPerceptron.cs (1)

99[Argument(ArgumentType.Multiple, Name = "LossFunction", HelpText = "Loss Function", ShortName = "loss", SortOrder = 50)]

Standard\Online\OnlineGradientDescent.cs (1)

72[Argument(ArgumentType.Multiple, Name = "LossFunction", HelpText = "Loss Function", ShortName = "loss", SortOrder = 50)]

Standard\SdcaBinary.cs (3)

174NullName = "<Auto>", Name = "L1Threshold", ShortName = "l1", SortOrder = 2)] 1690[Argument(ArgumentType.Multiple, Name = "LossFunction", HelpText = "Loss Function", ShortName = "loss", SortOrder = 50)] 1881[Argument(ArgumentType.AtMostOnce, HelpText = "Initial learning rate (only used by SGD)", Name = "InitialLearningRate", ShortName = "ilr,lr,InitLearningRate")]

Standard\SdcaMulticlass.cs (1)

99[Argument(ArgumentType.Multiple, Name = "LossFunction", HelpText = "Loss Function", ShortName = "loss", SortOrder = 50)]

Standard\SdcaRegression.cs (1)

72[Argument(ArgumentType.Multiple, Name = "LossFunction", HelpText = "Loss Function", ShortName = "loss", SortOrder = 50)]

CountFeatureSelection.cs (1)

83[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Columns to use for feature selection", Name = "Column", ShortName = "col", SortOrder = 1)]

GcnTransform.cs (2)

45[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)] 57[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

GroupTransform.cs (2)

87[Argument(ArgumentType.Multiple, HelpText = "Columns to group by", Name = "GroupKey", ShortName = "g", SortOrder = 1, 92[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Columns to group together", Name = "Column", ShortName = "col", SortOrder = 2)]

HashJoiningTransform.cs (1)

50Name = "Column",

KeyToVectorMapping.cs (1)

38Name = "Column", ShortName = "col", SortOrder = 1)]

LearnerFeatureSelection.cs (1)

62Name = "CustomColumn")]

LoadTransform.cs (1)

36Name = "Tag", SortOrder = 2)]

MissingValueDroppingTransformer.cs (1)

63[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Columns to drop the NAs for", Name = "Column", ShortName = "col", SortOrder = 1)]

MissingValueHandlingTransformer.cs (1)

59[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:rep:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

MissingValueIndicatorTransform.cs (1)

45[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

MissingValueIndicatorTransformer.cs (1)

57[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

MissingValueReplacing.cs (1)

118[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:rep:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

MutualInformationFeatureSelection.cs (1)

91[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Columns to use for feature selection", Name = "Column", ShortName = "col", SortOrder = 1)]

OneHotEncoding.cs (1)

74[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

OneHotHashEncoding.cs (1)

91[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:numberOfBits:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

OptionalColumnTransform.cs (1)

37[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s)", Name = "Column", ShortName = "col", SortOrder = 1)]

RandomFourierFeaturizing.cs (1)

38[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

Text\LdaTransform.cs (1)

56[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:srcs)", Name = "Column", ShortName = "col", SortOrder = 49)]

Text\NgramHashingTransformer.cs (4)

41"Whether to include all n-gram lengths up to " + nameof(NgramLength) + " or only " + nameof(NgramLength), Name = "AllLengths", ShortName = "all")] 51Name = "HashBits", ShortName = "bits")] 122Name = "AllLengths", ShortName = "all", SortOrder = 4)] 132Name = "HashBits", ShortName = "bits", SortOrder = 2)]

Text\NgramTransform.cs (3)

44"Whether to include all n-gram lengths up to " + nameof(NgramLength) + " or only " + nameof(NgramLength), Name = "AllLengths", ShortName = "all")] 79[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)] 86"Whether to store all n-gram lengths up to ngramLength, or only ngramLength", Name = "AllLengths", ShortName = "all")]

Text\StopWordsRemovingTransformer.cs (4)

100[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s)", Name = "Column", ShortName = "col", SortOrder = 1)] 709[Argument(ArgumentType.AtMostOnce, HelpText = "Comma separated list of stopwords", Name = "Stopwords", Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly)] 712[Argument(ArgumentType.AtMostOnce, HelpText = "List of stopwords", Name = "Stopword", Visibility = ArgumentAttribute.VisibilityType.EntryPointsOnly)] 727[Argument(ArgumentType.Multiple, HelpText = "New column definition(s)", Name = "Column", ShortName = "col", SortOrder = 1)]

Text\TextFeaturizingEstimator.cs (6)

128[Argument(ArgumentType.Required, HelpText = "New column definition (optional form: name:srcs).", Name = "Column", ShortName = "col", SortOrder = 1)] 134[Argument(ArgumentType.Multiple, Name = "StopWordsRemover", HelpText = "Stopwords remover.", ShortName = "remover", NullName = "<None>", SortOrder = 4)] 185[Argument(ArgumentType.AtMostOnce, HelpText = "Casing text using the rules of the invariant culture.", Name = "TextCase", ShortName = "case", SortOrder = 5)] 204[Argument(ArgumentType.Multiple, Name = "WordFeatureExtractor", HelpText = "Ngram feature extractor to use for words (WordBag/WordHashBag).", ShortName = "wordExtractor", NullName = "<None>", SortOrder = 11)] 215[Argument(ArgumentType.AtMostOnce, HelpText = "Normalize vectors (rows) individually by rescaling them to unit norm.", Name = "VectorNormalizer", ShortName = "norm", SortOrder = 13)] 245[Argument(ArgumentType.Multiple, Name = "CharFeatureExtractor", HelpText = "Ngram feature extractor to use for characters (WordBag/WordHashBag).", ShortName = "charExtractor", NullName = "<None>", SortOrder = 12)]

Text\TextNormalizing.cs (1)

56[Argument(ArgumentType.Multiple, HelpText = "New column definition(s)", Name = "Column", ShortName = "col", SortOrder = 1)]

Text\TokenizingByCharacters.cs (1)

56[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]

Text\WordBagTransform.cs (7)

68Name = "AllLengths", ShortName = "all")] 101[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:srcs)", Name = "Column", ShortName = "col", SortOrder = 1)] 369Name = "AllLengths", ShortName = "all")] 419Name = "AllLengths", ShortName = "all")] 448[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)] 588[Argument(ArgumentType.AtMostOnce, HelpText = "Comma separated list of terms", Name = "Terms", SortOrder = 1, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly)] 591[Argument(ArgumentType.AtMostOnce, HelpText = "List of terms", Name = "Term", SortOrder = 1, Visibility = ArgumentAttribute.VisibilityType.EntryPointsOnly)]

Text\WordEmbeddingsExtractor.cs (1)

61[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 0)]

Text\WordHashBagProducingTransform.cs (4)

78Name = "Column", ShortName = "col", SortOrder = 1)] 197Name = "AllLengths", ShortName = "all", SortOrder = 4)] 287Name = "AllLengths", ShortName = "all", SortOrder = 4)] 314[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:srcs)", Name = "Column", ShortName = "col", SortOrder = 1)]

Text\WordTokenizing.cs (1)

83[Argument(ArgumentType.Multiple, HelpText = "New column definition(s)", Name = "Column", ShortName = "col", SortOrder = 1)]

UngroupTransform.cs (1)

88[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Columns to unroll, or 'pivot'", Name = "Column", ShortName = "col")]

CommandLine\CmdParser.cs (1)

481string name = ArgCase(attr.Name ?? field.Name);

EntryPoints\InputBuilder.cs (12)

JsonUtils\JsonManifestUtils.cs (2)

163var name = inputAttr.Name ?? fieldInfo.Name; 509jSettings[attr.Name ?? fieldInfo.Name] = BuildValueToken(ectx, actualValue, fieldInfo.FieldType, catalog);