133 writes to Name
Microsoft.ML.Data (32)
EntryPoints\SchemaManipulation.cs (3)
17
[TlcModule.EntryPoint(
Name
= "Transforms.ColumnConcatenator", Desc = ColumnConcatenatingTransformer.Summary, UserName = ColumnConcatenatingTransformer.UserName, ShortName = ColumnConcatenatingTransformer.LoadName)]
29
[TlcModule.EntryPoint(
Name
= "Transforms.ColumnSelector", Desc = "Selects a set of columns, dropping all others", UserName = "Select Columns")]
41
[TlcModule.EntryPoint(
Name
= "Transforms.ColumnCopier", Desc = "Duplicates columns from the dataset", UserName = ColumnCopyingTransformer.UserName, ShortName = ColumnCopyingTransformer.ShortName)]
EntryPoints\SelectRows.cs (4)
18
[TlcModule.EntryPoint(
Name
= "Transforms.RowRangeFilter", Desc = RangeFilter.Summary, UserName = RangeFilter.UserName, ShortName = RangeFilter.LoaderSignature)]
30
[TlcModule.EntryPoint(
Name
= "Transforms.RowSkipFilter", Desc = SkipTakeFilter.SkipFilterSummary, UserName = SkipTakeFilter.SkipFilterUserName,
42
[TlcModule.EntryPoint(
Name
= "Transforms.RowTakeFilter", Desc = SkipTakeFilter.TakeFilterSummary, UserName = SkipTakeFilter.TakeFilterUserName,
54
[TlcModule.EntryPoint(
Name
= "Transforms.RowSkipAndTakeFilter", Desc = SkipTakeFilter.SkipTakeFilterSummary,
EntryPoints\SummarizePredictor.cs (1)
31
[TlcModule.EntryPoint(
Name
= "Models.Summarizer", Desc = "Summarize a linear regression predictor.")]
Evaluators\AnomalyDetectionEvaluator.cs (1)
813
[TlcModule.EntryPoint(
Name
= "Models.AnomalyDetectionEvaluator", Desc = "Evaluates an anomaly detection scored dataset.")]
Evaluators\BinaryClassifierEvaluator.cs (1)
1502
[TlcModule.EntryPoint(
Name
= "Models.BinaryClassificationEvaluator", Desc = "Evaluates a binary classification scored dataset.")]
Evaluators\ClusteringEvaluator.cs (1)
857
[TlcModule.EntryPoint(
Name
= "Models.ClusterEvaluator", Desc = "Evaluates a clustering scored dataset.")]
Evaluators\MulticlassClassificationEvaluator.cs (1)
1090
[TlcModule.EntryPoint(
Name
= "Models.ClassificationEvaluator", Desc = "Evaluates a multi class classification scored dataset.")]
Evaluators\MultiOutputRegressionEvaluator.cs (1)
773
[TlcModule.EntryPoint(
Name
= "Models.MultiOutputRegressionEvaluator", Desc = "Evaluates a multi output regression scored dataset.")]
Evaluators\QuantileRegressionEvaluator.cs (1)
558
[TlcModule.EntryPoint(
Name
= "Models.QuantileRegressionEvaluator", Desc = "Evaluates a quantile regression scored dataset.")]
Evaluators\RankingEvaluator.cs (1)
1080
[TlcModule.EntryPoint(
Name
= "Models.RankingEvaluator", Desc = "Evaluates a ranking scored dataset.")]
Evaluators\RegressionEvaluator.cs (1)
385
[TlcModule.EntryPoint(
Name
= "Models.RegressionEvaluator", Desc = "Evaluates a regression scored dataset.")]
Prediction\Calibrator.cs (4)
2151
[TlcModule.EntryPoint(
Name
= "Models.PlattCalibrator", Desc = "Apply a Platt calibrator to an input model", UserName = PlattCalibratorTrainer.UserName)]
2162
[TlcModule.EntryPoint(
Name
= "Models.NaiveCalibrator", Desc = "Apply a Naive calibrator to an input model", UserName = NaiveCalibratorTrainer.UserName)]
2173
[TlcModule.EntryPoint(
Name
= "Models.PAVCalibrator", Desc = "Apply a PAV calibrator to an input model", UserName = PavCalibratorTrainer.UserName)]
2184
[TlcModule.EntryPoint(
Name
= "Models.FixedPlattCalibrator", Desc = "Apply a Platt calibrator with a fixed slope and offset to an input model", UserName = FixedPlattCalibratorTrainer.UserName)]
Transforms\BootstrapSamplingTransformer.cs (1)
253
[TlcModule.EntryPoint(
Name
= "Transforms.ApproximateBootstrapSampler", Desc = BootstrapSamplingTransformer.Summary, UserName = BootstrapSamplingTransformer.UserName, ShortName = BootstrapSamplingTransformer.RegistrationName)]
Transforms\FeatureContributionCalculationTransformer.cs (1)
364
[TlcModule.EntryPoint(
Name
= "Transforms.FeatureContributionCalculationTransformer",
Transforms\GenerateNumberTransform.cs (1)
485
[TlcModule.EntryPoint(
Name
= "Transforms.RandomNumberGenerator", Desc = GenerateNumberTransform.Summary, UserName = GenerateNumberTransform.UserName, ShortName = GenerateNumberTransform.ShortName)]
Transforms\LabelIndicatorTransform.cs (1)
229
[TlcModule.EntryPoint(
Name
= "Transforms.LabelIndicator", Desc = "Label remapper used by OVA", UserName = "LabelIndicator",
Transforms\NopTransform.cs (1)
144
[TlcModule.EntryPoint(
Name
= "Transforms.NoOperation", Desc = Summary, UserName = "No Op", ShortName = "Nop")]
Transforms\NormalizeUtils.cs (6)
79
[TlcModule.EntryPoint(
Name
= "Transforms.MinMaxNormalizer", Desc = NormalizeTransform.MinMaxNormalizerSummary, UserName = NormalizeTransform.MinMaxNormalizerUserName, ShortName = NormalizeTransform.MinMaxNormalizerShortName)]
91
[TlcModule.EntryPoint(
Name
= "Transforms.MeanVarianceNormalizer", Desc = NormalizeTransform.MeanVarNormalizerSummary, UserName = NormalizeTransform.MeanVarNormalizerUserName, ShortName = NormalizeTransform.MeanVarNormalizerShortName)]
103
[TlcModule.EntryPoint(
Name
= "Transforms.LogMeanVarianceNormalizer", Desc = NormalizeTransform.LogMeanVarNormalizerSummary, UserName = NormalizeTransform.LogMeanVarNormalizerUserName, ShortName = NormalizeTransform.LogMeanVarNormalizerShortName)]
115
[TlcModule.EntryPoint(
Name
= "Transforms.BinNormalizer", Desc = NormalizeTransform.BinNormalizerSummary, UserName = NormalizeTransform.BinNormalizerUserName, ShortName = NormalizeTransform.BinNormalizerShortName)]
127
[TlcModule.EntryPoint(
Name
= "Transforms.RobustScalingNormalizer", Desc = NormalizeTransform.RobustScalingNormalizerSummary, UserName = NormalizeTransform.RobustScalingNormalizerUserName, ShortName = NormalizeTransform.RobustScalingNormalizerShortName)]
139
[TlcModule.EntryPoint(
Name
= "Transforms.ConditionalNormalizer", Desc = "Normalize the columns only if needed", UserName = "Normalize If Needed")]
Transforms\TypeConverting.cs (1)
36
[TlcModule.EntryPoint(
Name
= "Transforms.ColumnTypeConverter", Desc = TypeConvertingTransformer.Summary, UserName = TypeConvertingTransformer.UserName, ShortName = TypeConvertingTransformer.ShortName)]
Microsoft.ML.Ensemble (10)
EntryPoints\CreateEnsemble.cs (6)
131
[TlcModule.EntryPoint(
Name
= "Models.BinaryEnsemble", Desc = "Combine binary classifiers into an ensemble", UserName = EnsembleTrainer.UserNameValue)]
166
[TlcModule.EntryPoint(
Name
= "Models.RegressionEnsemble", Desc = "Combine regression models into an ensemble", UserName = RegressionEnsembleTrainer.UserNameValue)]
198
[TlcModule.EntryPoint(
Name
= "Models.BinaryPipelineEnsemble", Desc = "Combine binary classification models into an ensemble")]
225
[TlcModule.EntryPoint(
Name
= "Models.RegressionPipelineEnsemble", Desc = "Combine regression models into an ensemble")]
249
[TlcModule.EntryPoint(
Name
= "Models.MultiClassPipelineEnsemble", Desc = "Combine multiclass classifiers into an ensemble")]
276
[TlcModule.EntryPoint(
Name
= "Models.AnomalyPipelineEnsemble", Desc = "Combine anomaly detection models into an ensemble")]
EntryPoints\Ensemble.cs (3)
16
[TlcModule.EntryPoint(
Name
= "Trainers.EnsembleBinaryClassifier", Desc = "Train binary ensemble.", UserName = EnsembleTrainer.UserNameValue)]
29
[TlcModule.EntryPoint(
Name
= "Trainers.EnsembleClassification", Desc = "Train multiclass ensemble.", UserName = EnsembleTrainer.UserNameValue)]
42
[TlcModule.EntryPoint(
Name
= "Trainers.EnsembleRegression", Desc = "Train regression ensemble.", UserName = EnsembleTrainer.UserNameValue)]
EntryPoints\PipelineEnsemble.cs (1)
26
[TlcModule.EntryPoint(
Name
= "Models.EnsembleSummary", Desc = "Summarize a pipeline ensemble predictor.")]
Microsoft.ML.EntryPoints (26)
CrossValidationMacro.cs (2)
159
[TlcModule.EntryPoint(Desc = "Cross validation for general learning",
Name
= "Models.CrossValidator")]
359
[TlcModule.EntryPoint(Desc = "Combine the metric data views returned from cross validation.",
Name
= "Models.CrossValidationResultsCombiner")]
CVSplit.cs (1)
46
[TlcModule.EntryPoint(
Name
= "Models.CrossValidatorDatasetSplitter", Desc = "Split the dataset into the specified number of cross-validation folds (train and test sets)", UserName = UserName)]
DataViewReference.cs (1)
28
[TlcModule.EntryPoint(
Name
= "Data.DataViewReference", Desc = "Pass dataview from memory to experiment")]
FeatureCombiner.cs (4)
44
[TlcModule.EntryPoint(
Name
= "Transforms.FeatureCombiner", Desc = "Combines all the features into one feature column.", UserName = "Feature Combiner", ShortName = "fc")]
227
[TlcModule.EntryPoint(
Name
= "Transforms.LabelColumnKeyBooleanConverter", Desc = "Transforms the label to either key or bool (if needed) to make it suitable for classification.", UserName = "Prepare Classification Label")]
263
[TlcModule.EntryPoint(
Name
= "Transforms.PredictedLabelColumnOriginalValueConverter", Desc = "Transforms a predicted label column to its original values, unless it is of type bool.", UserName = "Convert Predicted Label")]
285
[TlcModule.EntryPoint(
Name
= "Transforms.LabelToFloatConverter", Desc = "Transforms the label to float to make it suitable for regression.", UserName = "Prepare Regression Label")]
ImportTextData.cs (2)
35
[TlcModule.EntryPoint(
Name
= "Data.CustomTextLoader", Desc = "Import a dataset from a text file")]
55
[TlcModule.EntryPoint(
Name
= "Data.TextLoader", Desc = "Import a dataset from a text file")]
MacroUtils.cs (2)
88
[TlcModule.EntryPoint(Desc = "Create an array variable of " + nameof(PredictorModel),
Name
= "Data.PredictorModelArrayConverter")]
110
[TlcModule.EntryPoint(Desc = "Create an array variable of IDataView",
Name
= "Data.IDataViewArrayConverter")]
ModelOperations.cs (5)
83
[TlcModule.EntryPoint(
Name
= "Transforms.ModelCombiner", Desc = "Combines a sequence of TransformModels into a single model")]
99
[TlcModule.EntryPoint(
Name
= "Transforms.ManyHeterogeneousModelCombiner", Desc = "Combines a sequence of TransformModels and a PredictorModel into a single PredictorModel.")]
114
[TlcModule.EntryPoint(
Name
= "Transforms.TwoHeterogeneousModelCombiner", Desc = "Combines a TransformModel and a PredictorModel into a single PredictorModel.")]
125
[TlcModule.EntryPoint(
Name
= "Models.DatasetTransformer", Desc = "Applies a TransformModel to a dataset.", UserName = "Apply Transform Model Output")]
131
[TlcModule.EntryPoint(
Name
= "Models.OvaModelCombiner", Desc = "Combines a sequence of PredictorModels into a single model")]
OneVersusAllMacro.cs (1)
138
Name
= "Models.OneVersusAll")]
PermutationFeatureImportance.cs (1)
21
[TlcModule.EntryPoint(
Name
= "Transforms.PermutationFeatureImportance", Desc = "Permutation Feature Importance (PFI)", UserName = "PFI", ShortName = "PFI")]
ScoreColumnSelector.cs (2)
23
[TlcModule.EntryPoint(
Name
= "Transforms.ScoreColumnSelector", Desc = "Selects only the last score columns and the extra columns specified in the arguments.", UserName = "Choose Columns By Indices")]
64
[TlcModule.EntryPoint(
Name
= "Transforms.BinaryPredictionScoreColumnsRenamer", Desc = "For binary prediction, it renames the PredictedLabel and Score columns to include the name of the positive class.", UserName = "Rename Binary Prediction Score Columns")]
ScoreModel.cs (3)
67
[TlcModule.EntryPoint(
Name
= "Transforms.DatasetScorer", Desc = "Score a dataset with a predictor model")]
99
[TlcModule.EntryPoint(
Name
= "Transforms.DatasetTransformScorer", Desc = "Score a dataset with a transform model")]
115
[TlcModule.EntryPoint(
Name
= "Transforms.Scorer", Desc = "Turn the predictor model into a transform model")]
TrainTestMacro.cs (1)
108
[TlcModule.EntryPoint(Desc = "General train test for any supported evaluator",
Name
= "Models.TrainTestEvaluator")]
TrainTestSplit.cs (1)
42
[TlcModule.EntryPoint(
Name
= "Transforms.TrainTestDatasetSplitter", Desc = "Split the dataset into train and test sets", UserName = UserName)]
Microsoft.ML.FastTree (9)
FastTreeClassification.cs (1)
430
[TlcModule.EntryPoint(
Name
= "Trainers.FastTreeBinaryClassifier",
FastTreeRanking.cs (1)
1079
[TlcModule.EntryPoint(
Name
= "Trainers.FastTreeRanker",
FastTreeRegression.cs (1)
530
[TlcModule.EntryPoint(
Name
= "Trainers.FastTreeRegressor",
FastTreeTweedie.cs (1)
566
[TlcModule.EntryPoint(
Name
= "Trainers.FastTreeTweedieRegressor",
GamTrainer.cs (2)
685
[TlcModule.EntryPoint(
Name
= "Trainers.GeneralizedAdditiveModelRegressor", Desc = GamRegressionTrainer.Summary, UserName = GamRegressionTrainer.UserNameValue, ShortName = GamRegressionTrainer.ShortName)]
699
[TlcModule.EntryPoint(
Name
= "Trainers.GeneralizedAdditiveModelBinaryClassifier", Desc = GamBinaryTrainer.Summary, UserName = GamBinaryTrainer.UserNameValue, ShortName = GamBinaryTrainer.ShortName)]
RandomForestClassification.cs (1)
406
[TlcModule.EntryPoint(
Name
= "Trainers.FastForestBinaryClassifier",
RandomForestRegression.cs (1)
591
[TlcModule.EntryPoint(
Name
= "Trainers.FastForestRegressor",
TreeEnsembleFeaturizer.cs (1)
819
[TlcModule.EntryPoint(
Name
= "Transforms.TreeLeafFeaturizer",
Microsoft.ML.ImageAnalytics (5)
EntryPoints\ImageAnalytics.cs (5)
16
[TlcModule.EntryPoint(
Name
= "Transforms.ImageLoader", Desc = ImageLoadingTransformer.Summary,
29
[TlcModule.EntryPoint(
Name
= "Transforms.ImageResizer", Desc = ImageResizingTransformer.Summary,
42
[TlcModule.EntryPoint(
Name
= "Transforms.ImagePixelExtractor", Desc = ImagePixelExtractingTransformer.Summary,
55
[TlcModule.EntryPoint(
Name
= "Transforms.ImageGrayscale", Desc = ImageGrayscalingTransformer.Summary,
68
[TlcModule.EntryPoint(
Name
= "Transforms.VectorToImage", Desc = VectorToImageConvertingTransformer.Summary,
Microsoft.ML.KMeansClustering (1)
KMeansPlusPlusTrainer.cs (1)
287
[TlcModule.EntryPoint(
Name
= "Trainers.KMeansPlusPlusClusterer",
Microsoft.ML.LightGbm (4)
LightGbmBinaryTrainer.cs (1)
310
Name
= "Trainers.LightGbmBinaryClassifier",
LightGbmMulticlassTrainer.cs (1)
392
Name
= "Trainers.LightGbmClassifier",
LightGbmRankingTrainer.cs (1)
322
[TlcModule.EntryPoint(
Name
= "Trainers.LightGbmRanker",
LightGbmRegressionTrainer.cs (1)
270
[TlcModule.EntryPoint(
Name
= "Trainers.LightGbmRegressor",
Microsoft.ML.Mkl.Components (2)
OlsLinearRegression.cs (1)
671
[TlcModule.EntryPoint(
Name
= "Trainers.OrdinaryLeastSquaresRegressor",
SymSgdClassificationTrainer.cs (1)
282
[TlcModule.EntryPoint(
Name
= "Trainers.SymSgdBinaryClassifier",
Microsoft.ML.OnnxConverter (1)
SaveOnnxCommand.cs (1)
429
[TlcModule.EntryPoint(
Name
= "Models.OnnxConverter", Desc = "Converts the model to ONNX format.", UserName = "ONNX Converter.")]
Microsoft.ML.PCA (2)
PcaTrainer.cs (1)
393
[TlcModule.EntryPoint(
Name
= "Trainers.PcaAnomalyDetector",
PcaTransformer.cs (1)
678
[TlcModule.EntryPoint(
Name
= "Transforms.PcaCalculator",
Microsoft.ML.StandardTrainers (13)
FactorizationMachine\FactorizationMachineTrainer.cs (1)
570
[TlcModule.EntryPoint(
Name
= "Trainers.FieldAwareFactorizationMachineBinaryClassifier",
LdSvm\LdSvmTrainer.cs (1)
668
[TlcModule.EntryPoint(
Name
= "Trainers.LocalDeepSvmBinaryClassifier", Desc = Summary, UserName = UserNameValue, ShortName = LoadNameValue)]
Standard\LogisticRegression\LogisticRegression.cs (1)
461
[TlcModule.EntryPoint(
Name
= "Trainers.LogisticRegressionBinaryClassifier",
Standard\LogisticRegression\MulticlassLogisticRegression.cs (1)
393
[TlcModule.EntryPoint(
Name
= "Trainers.LogisticRegressionClassifier",
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (1)
204
[TlcModule.EntryPoint(
Name
= "Trainers.NaiveBayesClassifier",
Standard\Online\AveragedPerceptron.cs (1)
220
[TlcModule.EntryPoint(
Name
= "Trainers.AveragedPerceptronBinaryClassifier",
Standard\Online\LinearSvm.cs (1)
323
[TlcModule.EntryPoint(
Name
= "Trainers.LinearSvmBinaryClassifier", Desc = "Train a linear SVM.", UserName = UserNameValue, ShortName = ShortName)]
Standard\Online\OnlineGradientDescent.cs (1)
186
[TlcModule.EntryPoint(
Name
= "Trainers.OnlineGradientDescentRegressor",
Standard\PoissonRegression\PoissonRegression.cs (1)
208
[TlcModule.EntryPoint(
Name
= "Trainers.PoissonRegressor",
Standard\SdcaBinary.cs (2)
2466
[TlcModule.EntryPoint(
Name
= "Trainers.StochasticGradientDescentBinaryClassifier", Desc = "Train an Hogwild SGD binary model.", UserName = UserNameValue, ShortName = ShortName)]
2487
[TlcModule.EntryPoint(
Name
= "Trainers.StochasticDualCoordinateAscentBinaryClassifier",
Standard\SdcaMulticlass.cs (1)
671
[TlcModule.EntryPoint(
Name
= "Trainers.StochasticDualCoordinateAscentClassifier",
Standard\SdcaRegression.cs (1)
210
[TlcModule.EntryPoint(
Name
= "Trainers.StochasticDualCoordinateAscentRegressor",
Microsoft.ML.TensorFlow (1)
TensorflowTransform.cs (1)
793
[TlcModule.EntryPoint(
Name
= "Transforms.TensorFlowScorer",
Microsoft.ML.Transforms (27)
Dracula\CountTableTransformer.cs (1)
737
[TlcModule.EntryPoint(
Name
= "Transforms.CountTableBuilder", Desc = CountTableTransformer.Summary, UserName = CountTableTransformer.UserName, ShortName = "Count")]
Dracula\CountTargetEncodingTransformer.cs (1)
541
[TlcModule.EntryPoint(
Name
= "Transforms.CountTargetEncoder", Desc = CountTargetEncodingTransformer.Summary, UserName = CountTableTransformer.UserName, ShortName = "Count")]
EntryPoints\SelectFeatures.cs (2)
16
[TlcModule.EntryPoint(
Name
= "Transforms.FeatureSelectorByCount",
30
[TlcModule.EntryPoint(
Name
= "Transforms.FeatureSelectorByMutualInformation",
EntryPoints\TextAnalytics.cs (8)
20
[TlcModule.EntryPoint(
Name
= "Transforms.TextFeaturizer",
35
[TlcModule.EntryPoint(
Name
= "Transforms.WordTokenizer",
50
[TlcModule.EntryPoint(
Name
= "Transforms.NGramTranslator",
65
[TlcModule.EntryPoint(
Name
= "Transforms.Dictionarizer",
80
[TlcModule.EntryPoint(
Name
= "Transforms.SentimentAnalyzer",
95
[TlcModule.EntryPoint(
Name
= "Transforms.CharacterTokenizer",
113
[TlcModule.EntryPoint(
Name
= "Transforms.LightLda",
134
[TlcModule.EntryPoint(
Name
= "Transforms.WordEmbeddings",
GcnTransform.cs (2)
735
[TlcModule.EntryPoint(
Name
= "Transforms.LpNormalizer",
750
[TlcModule.EntryPoint(
Name
= "Transforms.GlobalContrastNormalizer",
GroupTransform.cs (1)
668
[TlcModule.EntryPoint(
Name
= "Transforms.CombinerByContiguousGroupId",
HashJoiningTransform.cs (1)
662
[TlcModule.EntryPoint(
Name
= "Transforms.HashConverter",
NAHandling.cs (5)
18
[TlcModule.EntryPoint(
Name
= "Transforms.MissingValuesDropper",
33
[TlcModule.EntryPoint(
Name
= "Transforms.MissingValuesRowDropper",
48
[TlcModule.EntryPoint(
Name
= "Transforms.MissingValueHandler",
63
[TlcModule.EntryPoint(
Name
= "Transforms.MissingValueIndicator",
78
[TlcModule.EntryPoint(
Name
= "Transforms.MissingValueSubstitutor",
OneHotEncoding.cs (4)
350
[TlcModule.EntryPoint(
Name
= "Transforms.CategoricalOneHotVectorizer",
364
[TlcModule.EntryPoint(
Name
= "Transforms.CategoricalHashOneHotVectorizer",
378
[TlcModule.EntryPoint(
Name
= "Transforms.TextToKeyConverter",
392
[TlcModule.EntryPoint(
Name
= "Transforms.KeyToTextConverter",
OptionalColumnTransform.cs (1)
583
Name
= "Transforms.OptionalColumnCreator",
UngroupTransform.cs (1)
677
[TlcModule.EntryPoint(
Name
= "Transforms.Segregator",
1 reference to Name
Microsoft.ML.Core (1)
ComponentModel\ComponentCatalog.cs (1)
346
Name = attribute.
Name
?? string.Join(".", method.DeclaringType.Name, method.Name);