272 references to CommonOutputs
Microsoft.ML.Data (74)
EntryPoints\EntryPointNode.cs (4)
84type == typeof(CommonOutputs.IEvaluatorOutput); 189if (variableType == typeof(CommonOutputs.IEvaluatorOutput)) 812var macroResult = (CommonOutputs.MacroOutput)output; 837public bool IsMacro => _entryPoint.OutputType.IsSubclassOf(typeof(CommonOutputs.MacroOutput));
EntryPoints\InputBase.cs (1)
68where TOut : CommonOutputs.TrainerOutput, new()
EntryPoints\InputBuilder.cs (1)
670if (outputType.IsGenericType && outputType.GetGenericTypeDefinition() == typeof(CommonOutputs.MacroOutput<>))
EntryPoints\SchemaManipulation.cs (6)
18public static CommonOutputs.TransformOutput ConcatColumns(IHostEnvironment env, ColumnConcatenatingTransformer.Options input) 26return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 30public static CommonOutputs.TransformOutput SelectColumns(IHostEnvironment env, ColumnSelectingTransformer.Options input) 38return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 42public static CommonOutputs.TransformOutput CopyColumns(IHostEnvironment env, ColumnCopyingTransformer.Options input) 49return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
EntryPoints\SelectRows.cs (8)
19public static CommonOutputs.TransformOutput FilterByRange(IHostEnvironment env, RangeFilter.Options input) 27return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 32public static CommonOutputs.TransformOutput SkipFilter(IHostEnvironment env, SkipTakeFilter.SkipOptions input) 39return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 44public static CommonOutputs.TransformOutput TakeFilter(IHostEnvironment env, SkipTakeFilter.TakeOptions input) 51return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 56public static CommonOutputs.TransformOutput SkipAndTakeFilter(IHostEnvironment env, SkipTakeFilter.Options input) 63return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
EntryPoints\SummarizePredictor.cs (2)
32public static CommonOutputs.SummaryOutput Summarize(IHostEnvironment env, SummarizePredictor.Input input) 43var output = new CommonOutputs.SummaryOutput();
Evaluators\AnomalyDetectionEvaluator.cs (2)
814public static CommonOutputs.CommonEvaluateOutput AnomalyDetection(IHostEnvironment env, AnomalyDetectionMamlEvaluator.Arguments input) 833return new CommonOutputs.CommonEvaluateOutput()
Evaluators\BinaryClassifierEvaluator.cs (2)
1503public static CommonOutputs.ClassificationEvaluateOutput Binary(IHostEnvironment env, BinaryClassifierMamlEvaluator.Arguments input) 1523return new CommonOutputs.ClassificationEvaluateOutput()
Evaluators\ClusteringEvaluator.cs (2)
858public static CommonOutputs.CommonEvaluateOutput Clustering(IHostEnvironment env, ClusteringMamlEvaluator.Arguments input) 878return new CommonOutputs.CommonEvaluateOutput()
Evaluators\MulticlassClassificationEvaluator.cs (2)
1091public static CommonOutputs.ClassificationEvaluateOutput Multiclass(IHostEnvironment env, MulticlassClassificationMamlEvaluator.Arguments input) 1108return new CommonOutputs.ClassificationEvaluateOutput()
Evaluators\MultiOutputRegressionEvaluator.cs (2)
774public static CommonOutputs.CommonEvaluateOutput MultiOutputRegression(IHostEnvironment env, MultiOutputRegressionMamlEvaluator.Arguments input) 793return new CommonOutputs.CommonEvaluateOutput()
Evaluators\QuantileRegressionEvaluator.cs (2)
559public static CommonOutputs.CommonEvaluateOutput QuantileRegression(IHostEnvironment env, QuantileRegressionMamlEvaluator.Arguments input) 578return new CommonOutputs.CommonEvaluateOutput()
Evaluators\RankingEvaluator.cs (2)
1081public static CommonOutputs.CommonEvaluateOutput Ranking(IHostEnvironment env, RankingMamlEvaluator.Arguments input) 1104return new CommonOutputs.CommonEvaluateOutput()
Evaluators\RegressionEvaluator.cs (2)
386public static CommonOutputs.CommonEvaluateOutput Regression(IHostEnvironment env, RegressionMamlEvaluator.Arguments input) 405return new CommonOutputs.CommonEvaluateOutput()
Prediction\Calibrator.cs (10)
2152public static CommonOutputs.CalibratorOutput Platt(IHostEnvironment env, NoArgumentsInput input) 2159return CalibratePredictor<CommonOutputs.CalibratorOutput>(host, input, new PlattCalibratorTrainer(host)); 2163public static CommonOutputs.CalibratorOutput Naive(IHostEnvironment env, NoArgumentsInput input) 2170return CalibratePredictor<CommonOutputs.CalibratorOutput>(host, input, new NaiveCalibratorTrainer(host)); 2174public static CommonOutputs.CalibratorOutput Pav(IHostEnvironment env, NoArgumentsInput input) 2181return CalibratePredictor<CommonOutputs.CalibratorOutput>(host, input, new PavCalibratorTrainer(host)); 2185public static CommonOutputs.CalibratorOutput FixedPlatt(IHostEnvironment env, FixedPlattInput input) 2193CalibratePredictor<CommonOutputs.CalibratorOutput>(host, input, 2204/// <returns>A <see cref="CommonOutputs.TrainerOutput"/> object, containing an <see cref="PredictorModel"/>.</returns> 2207where TOut : CommonOutputs.TrainerOutput, new()
Transforms\BootstrapSamplingTransformer.cs (2)
254public static CommonOutputs.TransformOutput GetSample(IHostEnvironment env, BootstrapSamplingTransformer.Options input) 261return new CommonOutputs.TransformOutput()
Transforms\FeatureContributionCalculationTransformer.cs (2)
367public static CommonOutputs.TransformOutput FeatureContributionCalculation(IHostEnvironment env, FeatureContributionCalculatingTransformer.Options options) 380return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, outData, options.Data), OutputData = outData };
Transforms\GenerateNumberTransform.cs (2)
486public static CommonOutputs.TransformOutput Generate(IHostEnvironment env, GenerateNumberTransform.Options input) 490return new CommonOutputs.TransformOutput()
Transforms\LabelIndicatorTransform.cs (2)
231public static CommonOutputs.TransformOutput LabelIndicator(IHostEnvironment env, Options input) 239return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
Transforms\NopTransform.cs (2)
145public static CommonOutputs.TransformOutput Nop(IHostEnvironment env, NopInput input) 153return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
Transforms\NormalizeUtils.cs (14)
80public static CommonOutputs.TransformOutput MinMax(IHostEnvironment env, NormalizeTransform.MinMaxArguments input) 88return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 92public static CommonOutputs.TransformOutput MeanVar(IHostEnvironment env, NormalizeTransform.MeanVarArguments input) 100return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 104public static CommonOutputs.TransformOutput LogMeanVar(IHostEnvironment env, NormalizeTransform.LogMeanVarArguments input) 112return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 116public static CommonOutputs.TransformOutput Bin(IHostEnvironment env, NormalizeTransform.BinArguments input) 124return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 128public static CommonOutputs.TransformOutput RobustScaling(IHostEnvironment env, NormalizeTransform.RobustScalingArguments input) 136return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 140public static CommonOutputs.MacroOutput<CommonOutputs.TransformOutput> IfNeeded( 168return new CommonOutputs.MacroOutput<CommonOutputs.TransformOutput>() { Nodes = entryPoints };
Transforms\TypeConverting.cs (2)
37public static CommonOutputs.TransformOutput Convert(IHostEnvironment env, TypeConvertingTransformer.Options input) 44return new CommonOutputs.TransformOutput()
Microsoft.ML.Ensemble (19)
EntryPoints\CreateEnsemble.cs (13)
132public static CommonOutputs.BinaryClassificationOutput CreateBinaryEnsemble(IHostEnvironment env, ClassifierInput input) 162var output = new CommonOutputs.BinaryClassificationOutput { PredictorModel = predictorModel }; 167public static CommonOutputs.RegressionOutput CreateRegressionEnsemble(IHostEnvironment env, RegressionInput input) 194var output = new CommonOutputs.RegressionOutput { PredictorModel = predictorModel }; 199public static CommonOutputs.BinaryClassificationOutput CreateBinaryPipelineEnsemble(IHostEnvironment env, PipelineClassifierInput input) 222return CreatePipelineEnsemble<CommonOutputs.BinaryClassificationOutput>(host, input.Models, ensemble); 226public static CommonOutputs.RegressionOutput CreateRegressionPipelineEnsemble(IHostEnvironment env, PipelineRegressionInput input) 246return CreatePipelineEnsemble<CommonOutputs.RegressionOutput>(host, input.Models, ensemble); 250public static CommonOutputs.MulticlassClassificationOutput CreateMulticlassPipelineEnsemble(IHostEnvironment env, PipelineClassifierInput input) 273return CreatePipelineEnsemble<CommonOutputs.MulticlassClassificationOutput>(host, input.Models, ensemble); 277public static CommonOutputs.AnomalyDetectionOutput CreateAnomalyPipelineEnsemble(IHostEnvironment env, PipelineAnomalyInput input) 297return CreatePipelineEnsemble<CommonOutputs.AnomalyDetectionOutput>(host, input.Models, ensemble); 301where TOut : CommonOutputs.TrainerOutput, new()
EntryPoints\Ensemble.cs (6)
17public static CommonOutputs.BinaryClassificationOutput CreateBinaryEnsemble(IHostEnvironment env, EnsembleTrainer.Arguments input) 24return TrainerEntryPointsUtils.Train<EnsembleTrainer.Arguments, CommonOutputs.BinaryClassificationOutput>(host, input, 30public static CommonOutputs.MulticlassClassificationOutput CreateMulticlassEnsemble(IHostEnvironment env, MulticlassDataPartitionEnsembleTrainer.Arguments input) 37return TrainerEntryPointsUtils.Train<MulticlassDataPartitionEnsembleTrainer.Arguments, CommonOutputs.MulticlassClassificationOutput>(host, input, 43public static CommonOutputs.RegressionOutput CreateRegressionEnsemble(IHostEnvironment env, RegressionEnsembleTrainer.Arguments input) 50return TrainerEntryPointsUtils.Train<RegressionEnsembleTrainer.Arguments, CommonOutputs.RegressionOutput>(host, input,
Microsoft.ML.EntryPoints (33)
CrossValidationMacro.cs (2)
160public static CommonOutputs.MacroOutput<Output> CrossValidate( 356return new CommonOutputs.MacroOutput<Output>() { Nodes = subGraphNodes };
FeatureCombiner.cs (11)
45public static CommonOutputs.TransformOutput PrepareFeatures(IHostEnvironment env, FeatureCombinerInput input) 83return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, viewTrain, input.Data), OutputData = viewTrain }; 228public static CommonOutputs.TransformOutput PrepareClassificationLabel(IHostEnvironment env, ClassificationLabelInput input) 243return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, nop, input.Data), OutputData = nop }; 260return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 264public static CommonOutputs.TransformOutput ConvertPredictedLabel(IHostEnvironment env, PredictedLabelInput input) 278return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, nop, input.Data), OutputData = nop }; 282return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 286public static CommonOutputs.TransformOutput PrepareRegressionLabel(IHostEnvironment env, RegressionLabelInput input) 300return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, nop, input.Data), OutputData = nop }; 304return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
JsonUtils\JsonManifestUtils.cs (2)
287if (outputType.IsGenericType && outputType.GetGenericTypeDefinition() == typeof(CommonOutputs.MacroOutput<>)) 316type == typeof(CommonOutputs.IEvaluatorOutput))
OneVersusAllMacro.cs (3)
68outputMap.Add(nameof(CommonOutputs.TransformOutput.OutputData), remappedLabelVar.VarName); 139public static CommonOutputs.MacroOutput<Output> OneVersusAll( 188return new CommonOutputs.MacroOutput<Output>() { Nodes = macroNodes };
ScoreColumnSelector.cs (5)
24public static CommonOutputs.TransformOutput SelectColumns(IHostEnvironment env, ScoreColumnSelectorInput input) 41return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, newView, input.Data), OutputData = newView }; 65public static CommonOutputs.TransformOutput RenameBinaryPredictionScoreColumns(IHostEnvironment env, 106return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, dropColumn, input.Data), OutputData = dropColumn }; 111return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, newView, input.Data), OutputData = newView };
TrainTestMacro.cs (10)
109public static CommonOutputs.MacroOutput<Output> TrainTest( 257outputMap.Add(nameof(CommonOutputs.ClassificationEvaluateOutput.Warnings), outTrainingVariableName); 259outputMap.Add(nameof(CommonOutputs.ClassificationEvaluateOutput.OverallMetrics), outTrainingVariableName); 261outputMap.Add(nameof(CommonOutputs.ClassificationEvaluateOutput.PerInstanceMetrics), outTrainingVariableName); 263outputMap.Add(nameof(CommonOutputs.ClassificationEvaluateOutput.ConfusionMatrix), outTrainingVariableName); 279outputMap.Add(nameof(CommonOutputs.ClassificationEvaluateOutput.Warnings), outVariableName); 281outputMap.Add(nameof(CommonOutputs.ClassificationEvaluateOutput.OverallMetrics), outVariableName); 283outputMap.Add(nameof(CommonOutputs.ClassificationEvaluateOutput.PerInstanceMetrics), outVariableName); 285outputMap.Add(nameof(CommonOutputs.ClassificationEvaluateOutput.ConfusionMatrix), outVariableName); 294return new CommonOutputs.MacroOutput<Output>() { Nodes = subGraphNodes };
Microsoft.ML.FastTree (18)
FastTreeClassification.cs (2)
434public static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, FastTreeBinaryTrainer.Options input) 441return TrainerEntryPointsUtils.Train<FastTreeBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input,
FastTreeRanking.cs (2)
1083public static CommonOutputs.RankingOutput TrainRanking(IHostEnvironment env, FastTreeRankingTrainer.Options input) 1090return TrainerEntryPointsUtils.Train<FastTreeRankingTrainer.Options, CommonOutputs.RankingOutput>(host, input,
FastTreeRegression.cs (2)
534public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, FastTreeRegressionTrainer.Options input) 541return TrainerEntryPointsUtils.Train<FastTreeRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input,
FastTreeTweedie.cs (2)
570public static CommonOutputs.RegressionOutput TrainTweedieRegression(IHostEnvironment env, FastTreeTweedieTrainer.Options input) 577return TrainerEntryPointsUtils.Train<FastTreeTweedieTrainer.Options, CommonOutputs.RegressionOutput>(host, input,
GamTrainer.cs (4)
686public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, GamRegressionTrainer.Options input) 693return TrainerEntryPointsUtils.Train<GamRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input, 700public static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, GamBinaryTrainer.Options input) 707return TrainerEntryPointsUtils.Train<GamBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input,
RandomForestClassification.cs (2)
410public static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, FastForestBinaryTrainer.Options input) 417return TrainerEntryPointsUtils.Train<FastForestBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input,
RandomForestRegression.cs (2)
595public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, FastForestRegressionTrainer.Options input) 602return TrainerEntryPointsUtils.Train<FastForestRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input,
TreeEnsembleFeaturizer.cs (2)
823public static CommonOutputs.TransformOutput Featurizer(IHostEnvironment env, TreeEnsembleFeaturizerTransform.ArgumentsForEntryPoint input) 831return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
Microsoft.ML.ImageAnalytics (10)
EntryPoints\ImageAnalytics.cs (10)
18public static CommonOutputs.TransformOutput ImageLoader(IHostEnvironment env, ImageLoadingTransformer.Options input) 22return new CommonOutputs.TransformOutput() 31public static CommonOutputs.TransformOutput ImageResizer(IHostEnvironment env, ImageResizingTransformer.Arguments input) 35return new CommonOutputs.TransformOutput() 44public static CommonOutputs.TransformOutput ImagePixelExtractor(IHostEnvironment env, ImagePixelExtractingTransformer.Options input) 48return new CommonOutputs.TransformOutput() 57public static CommonOutputs.TransformOutput ImageGrayscale(IHostEnvironment env, ImageGrayscalingTransformer.Options input) 61return new CommonOutputs.TransformOutput() 70public static CommonOutputs.TransformOutput VectorToImage(IHostEnvironment env, VectorToImageConvertingTransformer.Options input) 74return new CommonOutputs.TransformOutput()
Microsoft.ML.KMeansClustering (2)
KMeansPlusPlusTrainer.cs (2)
291internal static CommonOutputs.ClusteringOutput TrainKMeans(IHostEnvironment env, Options input) 298return TrainerEntryPointsUtils.Train<Options, CommonOutputs.ClusteringOutput>(host, input,
Microsoft.ML.LightGbm (8)
LightGbmBinaryTrainer.cs (2)
314public static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, LightGbmBinaryTrainer.Options input) 321return TrainerEntryPointsUtils.Train<LightGbmBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input,
LightGbmMulticlassTrainer.cs (2)
396public static CommonOutputs.MulticlassClassificationOutput TrainMulticlass(IHostEnvironment env, LightGbmMulticlassTrainer.Options input) 403return TrainerEntryPointsUtils.Train<LightGbmMulticlassTrainer.Options, CommonOutputs.MulticlassClassificationOutput>(host, input,
LightGbmRankingTrainer.cs (2)
326public static CommonOutputs.RankingOutput TrainRanking(IHostEnvironment env, LightGbmRankingTrainer.Options input) 333return TrainerEntryPointsUtils.Train<LightGbmRankingTrainer.Options, CommonOutputs.RankingOutput>(host, input,
LightGbmRegressionTrainer.cs (2)
274public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, LightGbmRegressionTrainer.Options input) 281return TrainerEntryPointsUtils.Train<LightGbmRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input,
Microsoft.ML.Mkl.Components (4)
OlsLinearRegression.cs (2)
675internal static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Options options) 682return TrainerEntryPointsUtils.Train<Options, CommonOutputs.RegressionOutput>(host, options,
SymSgdClassificationTrainer.cs (2)
286internal static CommonOutputs.BinaryClassificationOutput TrainSymSgd(IHostEnvironment env, Options options) 293return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, options,
Microsoft.ML.PCA (4)
PcaTrainer.cs (2)
397internal static CommonOutputs.AnomalyDetectionOutput TrainPcaAnomaly(IHostEnvironment env, Options input) 404return TrainerEntryPointsUtils.Train<Options, CommonOutputs.AnomalyDetectionOutput>(host, input,
PcaTransformer.cs (2)
682internal static CommonOutputs.TransformOutput Calculate(IHostEnvironment env, Options input) 686return new CommonOutputs.TransformOutput()
Microsoft.ML.StandardTrainers (26)
FactorizationMachine\FactorizationMachineTrainer.cs (2)
574internal static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, Options input) 580return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input, () => new FieldAwareFactorizationMachineTrainer(host, input),
LdSvm\LdSvmTrainer.cs (2)
669internal static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, Options input) 676return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input,
Standard\LogisticRegression\LogisticRegression.cs (2)
466internal static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, Options input) 473return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input,
Standard\LogisticRegression\MulticlassLogisticRegression.cs (2)
397internal static CommonOutputs.MulticlassClassificationOutput TrainMulticlass(IHostEnvironment env, LbfgsMaximumEntropyMulticlassTrainer.Options input) 404return TrainerEntryPointsUtils.Train<LbfgsMaximumEntropyMulticlassTrainer.Options, CommonOutputs.MulticlassClassificationOutput>(host, input,
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (2)
208internal static CommonOutputs.MulticlassClassificationOutput TrainMulticlassNaiveBayesTrainer(IHostEnvironment env, Options input) 215return TrainerEntryPointsUtils.Train<Options, CommonOutputs.MulticlassClassificationOutput>(host, input,
Standard\Online\AveragedPerceptron.cs (2)
224internal static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, Options input) 231return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input,
Standard\Online\LinearSvm.cs (2)
324internal static CommonOutputs.BinaryClassificationOutput TrainLinearSvm(IHostEnvironment env, Options input) 331return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input,
Standard\Online\OnlineGradientDescent.cs (2)
190internal static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Options input) 197return TrainerEntryPointsUtils.Train<Options, CommonOutputs.RegressionOutput>(host, input,
Standard\PoissonRegression\PoissonRegression.cs (2)
212internal static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, Options input) 219return TrainerEntryPointsUtils.Train<Options, CommonOutputs.RegressionOutput>(host, input,
Standard\SdcaBinary.cs (4)
2467internal static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, Options input) 2474return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input, 2491internal static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, LegacySdcaBinaryTrainer.Options input) 2498return TrainerEntryPointsUtils.Train<LegacySdcaBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input,
Standard\SdcaMulticlass.cs (2)
675public static CommonOutputs.MulticlassClassificationOutput TrainMulticlass(IHostEnvironment env, SdcaMaximumEntropyMulticlassTrainer.Options input) 682return TrainerEntryPointsUtils.Train<SdcaMaximumEntropyMulticlassTrainer.Options, CommonOutputs.MulticlassClassificationOutput>(host, input,
Standard\SdcaRegression.cs (2)
214public static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env, SdcaRegressionTrainer.Options input) 221return TrainerEntryPointsUtils.Train<SdcaRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input,
Microsoft.ML.TensorFlow (2)
TensorflowTransform.cs (2)
797internal static CommonOutputs.TransformOutput TensorFlowScorer(IHostEnvironment env, TensorFlowEstimator.Options input) 804return new CommonOutputs.TransformOutput()
Microsoft.ML.TimeSeries (18)
TimeSeriesProcessing.cs (18)
19internal static CommonOutputs.TransformOutput ExponentialAverage(IHostEnvironment env, ExponentialAverageTransform.Arguments input) 23return new CommonOutputs.TransformOutput() 33internal static CommonOutputs.TransformOutput IidChangePointDetector(IHostEnvironment env, IidChangePointDetector.Options options) 37return new CommonOutputs.TransformOutput() 47internal static CommonOutputs.TransformOutput IidSpikeDetector(IHostEnvironment env, IidSpikeDetector.Options options) 51return new CommonOutputs.TransformOutput() 61internal static CommonOutputs.TransformOutput PercentileThresholdTransform(IHostEnvironment env, PercentileThresholdTransform.Arguments input) 65return new CommonOutputs.TransformOutput() 75internal static CommonOutputs.TransformOutput PValueTransform(IHostEnvironment env, PValueTransform.Arguments input) 79return new CommonOutputs.TransformOutput() 89internal static CommonOutputs.TransformOutput SlidingWindowTransform(IHostEnvironment env, SlidingWindowTransform.Arguments input) 93return new CommonOutputs.TransformOutput() 103internal static CommonOutputs.TransformOutput SsaChangePointDetector(IHostEnvironment env, SsaChangePointDetector.Options options) 107return new CommonOutputs.TransformOutput() 117public static CommonOutputs.TransformOutput SsaSpikeDetector(IHostEnvironment env, SsaSpikeDetector.Options options) 121return new CommonOutputs.TransformOutput() 131internal static CommonOutputs.TransformOutput SsaForecasting(IHostEnvironment env, SsaForecastingTransformer.Options options) 135return new CommonOutputs.TransformOutput()
Microsoft.ML.Transforms (54)
Dracula\CountTableTransformer.cs (2)
738internal static CommonOutputs.TransformOutput Create(IHostEnvironment env, CountTableTransformer.Options input) 745return new CommonOutputs.TransformOutput()
Dracula\CountTargetEncodingTransformer.cs (2)
542internal static CommonOutputs.TransformOutput Create(IHostEnvironment env, CountTargetEncodingEstimator.Options input) 549return new CommonOutputs.TransformOutput()
EntryPoints\SelectFeatures.cs (4)
19public static CommonOutputs.TransformOutput CountSelect(IHostEnvironment env, CountFeatureSelectingEstimator.Options input) 27return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 34public static CommonOutputs.TransformOutput MutualInformationSelect(IHostEnvironment env, MutualInformationFeatureSelectingEstimator.Options input) 42return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
EntryPoints\TextAnalytics.cs (16)
24public static CommonOutputs.TransformOutput TextTransform(IHostEnvironment env, TextFeaturizingEstimator.Options input) 28return new CommonOutputs.TransformOutput() 39public static CommonOutputs.TransformOutput DelimitedTokenizeTransform(IHostEnvironment env, WordTokenizingTransformer.Options input) 43return new CommonOutputs.TransformOutput() 54public static CommonOutputs.TransformOutput NGramTransform(IHostEnvironment env, NgramExtractingTransformer.Options input) 58return new CommonOutputs.TransformOutput() 69public static CommonOutputs.TransformOutput TermTransform(IHostEnvironment env, ValueToKeyMappingTransformer.Options input) 73return new CommonOutputs.TransformOutput() 84public static CommonOutputs.TransformOutput AnalyzeSentiment(IHostEnvironment env, SentimentAnalyzingTransformer.Arguments input) 88return new CommonOutputs.TransformOutput() 99public static CommonOutputs.TransformOutput CharTokenize(IHostEnvironment env, TokenizingByCharactersTransformer.Options input) 106return new CommonOutputs.TransformOutput() 117public static CommonOutputs.TransformOutput LightLda(IHostEnvironment env, LatentDirichletAllocationTransformer.Options input) 127return new CommonOutputs.TransformOutput() 138public static CommonOutputs.TransformOutput WordEmbeddings(IHostEnvironment env, WordEmbeddingTransformer.Options input) 145return new CommonOutputs.TransformOutput()
GcnTransform.cs (4)
739public static CommonOutputs.TransformOutput Normalize(IHostEnvironment env, LpNormNormalizingTransformer.Options input) 743return new CommonOutputs.TransformOutput() 754public static CommonOutputs.TransformOutput GcNormalize(IHostEnvironment env, LpNormNormalizingTransformer.GcnOptions input) 758return new CommonOutputs.TransformOutput()
GroupTransform.cs (2)
672public static CommonOutputs.TransformOutput Group(IHostEnvironment env, GroupTransform.Options input) 679return new CommonOutputs.TransformOutput()
HashJoiningTransform.cs (2)
666public static CommonOutputs.TransformOutput Apply(IHostEnvironment env, HashJoiningTransform.Arguments input) 673return new CommonOutputs.TransformOutput()
NAHandling.cs (10)
22public static CommonOutputs.TransformOutput Drop(IHostEnvironment env, MissingValueDroppingTransformer.Options input) 26return new CommonOutputs.TransformOutput() 37public static CommonOutputs.TransformOutput Filter(IHostEnvironment env, NAFilter.Arguments input) 41return new CommonOutputs.TransformOutput() 52public static CommonOutputs.TransformOutput Handle(IHostEnvironment env, MissingValueHandlingTransformer.Options input) 56return new CommonOutputs.TransformOutput() 67public static CommonOutputs.TransformOutput Indicator(IHostEnvironment env, MissingValueIndicatorTransformer.Options input) 71return new CommonOutputs.TransformOutput() 82public static CommonOutputs.TransformOutput Replace(IHostEnvironment env, MissingValueReplacingTransformer.Options input) 86return new CommonOutputs.TransformOutput()
OneHotEncoding.cs (8)
353public static CommonOutputs.TransformOutput CatTransformDict(IHostEnvironment env, OneHotEncodingTransformer.Options input) 361return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 367public static CommonOutputs.TransformOutput CatTransformHash(IHostEnvironment env, OneHotHashEncodingTransformer.Options input) 375return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 381public static CommonOutputs.TransformOutput TextToKey(IHostEnvironment env, ValueToKeyMappingTransformer.Options input) 389return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 395public static CommonOutputs.TransformOutput KeyToText(IHostEnvironment env, KeyToValueMappingTransformer.Options input) 403return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };
OptionalColumnTransform.cs (2)
587public static CommonOutputs.TransformOutput MakeOptional(IHostEnvironment env, Arguments input) 591return new CommonOutputs.TransformOutput()
UngroupTransform.cs (2)
681public static CommonOutputs.TransformOutput Ungroup(IHostEnvironment env, UngroupTransform.Options input) 688return new CommonOutputs.TransformOutput()