7 instantiations of ModelLoadContext
Microsoft.ML.Core (3)
Data\ModelLoading.cs (3)
161using (var ctx = new ModelLoadContext(rep, ent, dir)) 218using (var ctx = new ModelLoadContext(reader)) 317using (var ctx = new ModelLoadContext(Repository, ent, path))
Microsoft.ML.Data (3)
Commands\DataCommand.cs (1)
389using (var ctx = new ModelLoadContext(rep, pipeLoaderEntry, ModelFileUtils.DirDataLoaderModel))
Utilities\ModelFileUtils.cs (2)
135var ctx = new ModelLoadContext(rep, ent, DirDataLoaderModel); 216using (var ctx = new ModelLoadContext(rep, ent, ModelFileUtils.DirTrainingInfo))
Microsoft.ML.Transforms (1)
LoadTransform.cs (1)
102using (var ctx = new ModelLoadContext(rep, pipeLoaderEntry, ModelFileUtils.DirDataLoaderModel))
599 references to ModelLoadContext
Microsoft.ML.Core (8)
Data\ModelLoading.cs (5)
18internal delegate void SignatureLoadModel(ModelLoadContext ctx); 161using (var ctx = new ModelLoadContext(rep, ent, dir)) 218using (var ctx = new ModelLoadContext(reader)) 302public bool TryProcessSubModel(string dir, Action<ModelLoadContext> action) 317using (var ctx = new ModelLoadContext(Repository, ent, path))
Data\ModelSaving.cs (3)
38using (var ctx = new ModelSaveContext(rep, path, ModelLoadContext.ModelStreamName)) 49using (var ent = rep.CreateEntry(path, ModelLoadContext.NameBinary)) 84using (var ctx = new ModelSaveContext(Repository, Path.Combine(Directory ?? "", dir), ModelLoadContext.ModelStreamName))
Microsoft.ML.Data (244)
Commands\DataCommand.cs (2)
388using (var pipeLoaderEntry = rep.OpenEntry(ModelFileUtils.DirDataLoaderModel, ModelLoadContext.ModelStreamName)) 389using (var ctx = new ModelLoadContext(rep, pipeLoaderEntry, ModelFileUtils.DirDataLoaderModel))
Commands\SavePredictorCommand.cs (1)
215ModelLoadContext.LoadModel<IPredictor, SignatureLoadModel>(env, out predictor, rep, ModelFileUtils.DirPredictor);
Commands\TrainCommand.cs (1)
298return ModelLoadContext.LoadModelOrNull<IPredictor, SignatureLoadModel>(env, out inputPredictor, rep, ModelFileUtils.DirPredictor);
Data\ILegacyDataLoader.cs (2)
50internal delegate void SignatureLoadDataLoader(ModelLoadContext ctx, IMultiStreamSource data); 92internal delegate void SignatureLoadDataTransform(ModelLoadContext ctx, IDataView input);
DataLoadSave\Binary\BinaryLoader.cs (4)
819/// Creates a binary loader from a <see cref="ModelLoadContext"/>. Since the loader code 823private BinaryLoader(IHost host, ModelLoadContext ctx, Stream stream) 883private static BinaryLoader Create(IHostEnvironment env, ModelLoadContext ctx, IMultiStreamSource files) 919private static BinaryLoader Create(IHostEnvironment env, ModelLoadContext ctx, Stream stream)
DataLoadSave\CompositeDataLoader.cs (2)
44private CompositeDataLoader(IHost host, ModelLoadContext ctx) 51private static CompositeDataLoader<TSource, TLastTransformer> Create(IHostEnvironment env, ModelLoadContext ctx)
DataLoadSave\Database\DatabaseLoader.cs (3)
59private DatabaseLoader(IHost host, ModelLoadContext ctx) 69internal static DatabaseLoader Create(IHostEnvironment env, ModelLoadContext ctx) 542public Bindings(ModelLoadContext ctx, DatabaseLoader parent)
DataLoadSave\LegacyCompositeDataLoader.cs (5)
293public static ILegacyDataLoader Create(IHostEnvironment env, ModelLoadContext ctx, IMultiStreamSource files) 321public static ILegacyDataLoader Create(IHostEnvironment env, ModelLoadContext ctx, 347public static IDataView LoadSelectedTransforms(ModelLoadContext ctx, IDataView srcView, IHostEnvironment env, Func<string, bool> isTransformTagAccepted) 450private static ILegacyDataLoader LoadTransforms(ModelLoadContext ctx, ILegacyDataLoader srcLoader, IHost host, Func<string, bool> isTransformTagAccepted) 554using (var loaderCtx = new ModelSaveContext(ctx.Repository, Path.Combine(ctx.Directory ?? "", "Loader"), ModelLoadContext.ModelStreamName))
DataLoadSave\Text\TextLoader.cs (4)
905public Bindings(ModelLoadContext ctx, TextLoader parent) 1398private TextLoader(IHost host, ModelLoadContext ctx) 1477internal static TextLoader Create(IHostEnvironment env, ModelLoadContext ctx) 1489internal static ILegacyDataLoader Create(IHostEnvironment env, ModelLoadContext ctx, IMultiStreamSource files)
DataLoadSave\TransformerChain.cs (2)
205internal TransformerChain(IHostEnvironment env, ModelLoadContext ctx) 279private static TransformerChain<ITransformer> Create(IHostEnvironment env, ModelLoadContext ctx)
DataLoadSave\Transpose\TransposeLoader.cs (3)
425private TransposeLoader(IHost host, ModelLoadContext ctx, IMultiStreamSource file) 458private TransposeLoader(IHost host, ModelLoadContext ctx, IDataView schemaView) 485public static TransposeLoader Create(IHostEnvironment env, ModelLoadContext ctx, IMultiStreamSource files)
DataView\RowToRowMapperTransform.cs (4)
59internal delegate void SignatureLoadRowMapper(ModelLoadContext ctx, DataViewSchema schema); 111private RowToRowMapperTransform(IHost host, ModelLoadContext ctx, IDataView input) 121public static RowToRowMapperTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 292ModelLoadContext.LoadModel<IDataTransform, SignatureLoadDataTransform>(env,
Deprecated\Instances\HeaderSchema.cs (1)
184public static FeatureNameCollection Create(ModelLoadContext ctx)
Dirty\ChooseColumnsByIndexTransform.cs (3)
122internal Bindings(ModelLoadContext ctx, DataViewSchema sourceSchema) 205private ChooseColumnsByIndexTransform(IHost host, ModelLoadContext ctx, IDataView input) 215public static ChooseColumnsByIndexTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Dirty\ModelParametersBase.cs (2)
32private protected ModelParametersBase(IHostEnvironment env, string name, ModelLoadContext ctx) 78private protected static bool WarnOnOldNormalizer(ModelLoadContext ctx, Type typePredictor, IChannelProvider provider)
Evaluators\BinaryClassifierEvaluator.cs (2)
1080private BinaryPerInstanceEvaluator(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema) 1106public static BinaryPerInstanceEvaluator Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema)
Evaluators\ClusteringEvaluator.cs (2)
602private ClusteringPerInstanceEvaluator(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema) 621public static ClusteringPerInstanceEvaluator Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema)
Evaluators\EvaluatorBase.cs (1)
494protected PerInstanceEvaluatorBase(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema)
Evaluators\MulticlassClassificationEvaluator.cs (2)
639private MulticlassPerInstanceEvaluator(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema) 668public static MulticlassPerInstanceEvaluator Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema)
Evaluators\MultiOutputRegressionEvaluator.cs (2)
410private MultiOutputRegressionPerInstanceEvaluator(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema) 419public static MultiOutputRegressionPerInstanceEvaluator Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema)
Evaluators\QuantileRegressionEvaluator.cs (2)
298private QuantileRegressionPerInstanceEvaluator(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema) 317public static QuantileRegressionPerInstanceEvaluator Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema)
Evaluators\RankingEvaluator.cs (3)
595private RankingPerInstanceTransform(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 600public static RankingPerInstanceTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 715public Transform(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Evaluators\RegressionEvaluator.cs (2)
226private RegressionPerInstanceEvaluator(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema) 235public static RegressionPerInstanceEvaluator Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema schema)
Model\ModelOperationsCatalog.cs (4)
163ModelLoadContext.LoadModel<ITransformer, SignatureLoadModel>(_env, out var transformerChain, rep, 168ModelLoadContext.LoadModelOrNull<IDataLoader<IMultiStreamSource>, SignatureLoadModel>(_env, out var dataLoader, rep, null); 172if (ModelLoadContext.LoadModelOrNull<ITransformer, SignatureLoadModel>(_env, out var transformerChain, rep, 266ModelLoadContext.LoadModel<IDataLoader<IMultiStreamSource>, SignatureLoadModel>(_env, out loader, rep, null);
Prediction\Calibrator.cs (18)
273private protected static TSubModel GetPredictor(IHostEnvironment env, ModelLoadContext ctx) 280private protected static TCalibrator GetCalibrator(IHostEnvironment env, ModelLoadContext ctx) 435private ValueMapperCalibratedModelParameters(IHostEnvironment env, ModelLoadContext ctx, TSubModel predictor, TCalibrator calibrator) 440private static CalibratedModelParametersBase Create(IHostEnvironment env, ModelLoadContext ctx) 502private FeatureWeightsCalibratedModelParameters(IHostEnvironment env, ModelLoadContext ctx, 510private static CalibratedModelParametersBase Create(IHostEnvironment env, ModelLoadContext ctx) 579private ParameterMixingCalibratedModelParameters(IHostEnvironment env, ModelLoadContext ctx, TSubModel predictor, TCalibrator calibrator) 587private static CalibratedModelParametersBase Create(IHostEnvironment env, ModelLoadContext ctx) 759private SchemaBindableCalibratedModelParameters(IHostEnvironment env, ModelLoadContext ctx) 766internal static CalibratedModelParametersBase Create(IHostEnvironment env, ModelLoadContext ctx) 817internal static object Create(IHostEnvironment env, ModelLoadContext ctx, object predictor, ICalibrator calibrator, Type calibratedModelParametersType) 824typeof(ModelLoadContext), 1215private NaiveCalibrator(IHostEnvironment env, ModelLoadContext ctx) 1241internal static NaiveCalibrator Create(IHostEnvironment env, ModelLoadContext ctx) 1715private PlattCalibrator(IHostEnvironment env, ModelLoadContext ctx) 1731internal static PlattCalibrator Create(IHostEnvironment env, ModelLoadContext ctx) 1992private IsotonicCalibrator(IHostEnvironment env, ModelLoadContext ctx) 2036internal static IsotonicCalibrator Create(IHostEnvironment env, ModelLoadContext ctx)
Prediction\CalibratorCatalog.cs (4)
181private protected CalibratorTransformer(IHostEnvironment env, ModelLoadContext ctx, string loaderSignature) 411internal PlattCalibratorTransformer(IHostEnvironment env, ModelLoadContext ctx) 462internal NaiveCalibratorTransformer(IHostEnvironment env, ModelLoadContext ctx) 512private IsotonicCalibratorTransformer(IHostEnvironment env, ModelLoadContext ctx)
Scorers\BinaryClassifierScorer.cs (2)
143private BinaryClassifierScorer(IHost host, ModelLoadContext ctx, IDataView input) 158public static BinaryClassifierScorer Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Scorers\ClusteringScorer.cs (2)
56private ClusteringScorer(IHost host, ModelLoadContext ctx, IDataView input) 63public static ClusteringScorer Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Scorers\FeatureContributionCalculation.cs (2)
85private static ISchemaBindableMapper Create(IHostEnvironment env, ModelLoadContext ctx) 138public BindableMapper(IHostEnvironment env, ModelLoadContext ctx)
Scorers\GenericScorer.cs (3)
103public static Bindings Create(ModelLoadContext ctx, 180private GenericScorer(IHost host, ModelLoadContext ctx, IDataView input) 191public static GenericScorer Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Scorers\MulticlassClassificationScorer.cs (4)
131private LabelNameBindableMapper(IHost host, ModelLoadContext ctx) 161private static ISchemaBindableMapper Create(IHostEnvironment env, ModelLoadContext ctx) 523private MulticlassClassificationScorer(IHost host, ModelLoadContext ctx, IDataView input) 533private static MulticlassClassificationScorer Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Scorers\PredictedLabelScorerBase.cs (2)
125public static BindingsImpl Create(ModelLoadContext ctx, DataViewSchema input, 317private protected PredictedLabelScorerBase(IHost host, ModelLoadContext ctx, IDataView input,
Scorers\PredictionTransformer.cs (26)
95private protected PredictionTransformerBase(IHost host, ModelLoadContext ctx) 109private protected PredictionTransformerBase(IHost host, ModelLoadContext ctx, TModel model) 116private void InitializeLogic(IHost host, ModelLoadContext ctx) 241private protected SingleFeaturePredictionTransformerBase(IHost host, ModelLoadContext ctx) 256private protected SingleFeaturePredictionTransformerBase(IHost host, ModelLoadContext ctx, TModel model) 333internal AnomalyPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx) 414internal BinaryPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx) 420internal BinaryPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx, IHost host, TModel model) 426private void InitializationLogic(ModelLoadContext ctx, out float threshold, out string thresholdcolumn) 496internal MulticlassPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx) 502internal MulticlassPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx, IHost host, TModel model) 509private void InitializationLogic(ModelLoadContext ctx, out string trainLabelColumn, out string scoreColumn, out string predictedLabelColumn) 579internal RegressionPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx) 585internal RegressionPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx, IHost host, TModel model) 627internal RankingPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx) 633internal RankingPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx, IHost host, TModel model) 680internal ClusteringPredictionTransformer(IHostEnvironment env, ModelLoadContext ctx) 719public static ISingleFeaturePredictionTransformer<object> Create(IHostEnvironment env, ModelLoadContext ctx) 736public static ISingleFeaturePredictionTransformer<object> Create(IHostEnvironment env, ModelLoadContext ctx) 753public static ISingleFeaturePredictionTransformer<object> Create(IHostEnvironment env, ModelLoadContext ctx) 771public static ISingleFeaturePredictionTransformer<object> Create(IHostEnvironment env, ModelLoadContext ctx) 785internal static object Create(IHostEnvironment env, ModelLoadContext ctx, IHost host, IPredictorProducing<float> model, Type predictionTransformerType) 796internal static object Create(IHostEnvironment env, ModelLoadContext ctx, IHost host, IPredictorProducing<VBuffer<float>> model, Type predictionTransformerType) 815typeof(ModelLoadContext), 861public static AnomalyPredictionTransformer<IPredictorProducing<float>> Create(IHostEnvironment env, ModelLoadContext ctx) 869public static ClusteringPredictionTransformer<IPredictorProducing<VBuffer<float>>> Create(IHostEnvironment env, ModelLoadContext ctx)
Scorers\RowToRowScorerBase.cs (2)
49private protected RowToRowScorerBase(IHost host, ModelLoadContext ctx, IDataView input) 381ModelLoadContext ctx, out string suffix)
Scorers\SchemaBindablePredictorWrapper.cs (7)
70protected SchemaBindablePredictorWrapperBase(IHostEnvironment env, ModelLoadContext ctx) 303private SchemaBindablePredictorWrapper(IHostEnvironment env, ModelLoadContext ctx) 309public static SchemaBindablePredictorWrapper Create(IHostEnvironment env, ModelLoadContext ctx) 411private SchemaBindableBinaryPredictorWrapper(IHostEnvironment env, ModelLoadContext ctx) 417public static SchemaBindableBinaryPredictorWrapper Create(IHostEnvironment env, ModelLoadContext ctx) 656private SchemaBindableQuantileRegressionPredictor(IHostEnvironment env, ModelLoadContext ctx) 688public static SchemaBindableQuantileRegressionPredictor Create(IHostEnvironment env, ModelLoadContext ctx)
Transforms\BootstrapSamplingTransformer.cs (2)
109private BootstrapSamplingTransformer(IHost host, ModelLoadContext ctx, IDataView input) 153public static BootstrapSamplingTransformer Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Transforms\ColumnConcatenatingTransformer.cs (5)
195internal ColumnOptions(ModelLoadContext ctx) 283private ColumnConcatenatingTransformer(IHostEnvironment env, ModelLoadContext ctx) : 304private ColumnOptions[] LoadLegacy(ModelLoadContext ctx) 411private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 417private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\ColumnCopying.cs (3)
157private static ColumnCopyingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 180private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 184private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\ColumnSelecting.cs (5)
248private static bool CheckModelVersion(ModelLoadContext ctx, VersionInfo versionInfo) 265private static ColumnSelectingTransformer LoadDropColumnsTransform(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 329private static ColumnSelectingTransformer LoadChooseColumnsTransform(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 371private static ColumnSelectingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 402private static IDataView Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Transforms\FeatureContributionCalculationTransformer.cs (3)
109private FeatureContributionCalculatingTransformer(IHostEnvironment env, ModelLoadContext ctx) 151internal static FeatureContributionCalculatingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 159private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\GenerateNumberTransform.cs (3)
132public static Bindings Create(ModelLoadContext ctx, DataViewSchema input) 287private GenerateNumberTransform(IHost host, ModelLoadContext ctx, IDataView input) 300public static GenerateNumberTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Transforms\Hashing.cs (5)
278private static HashingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 288private HashingTransformer(IHost host, ModelLoadContext ctx) 319private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 323private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 1852internal ColumnOptions(string name, string inputColumnName, ModelLoadContext ctx)
Transforms\InvertHashUtils.cs (2)
339private static void Load(IChannel ch, ModelLoadContext ctx, CodecFactory factory, ref VBuffer<ReadOnlyMemory<char>> values) 444public static void LoadAll(IHost host, ModelLoadContext ctx, int infoLim, out VBuffer<ReadOnlyMemory<char>>[] keyValues, out VectorDataViewType[] kvTypes)
Transforms\KeyToValue.cs (4)
116private static KeyToValueMappingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 125private KeyToValueMappingTransformer(IHost host, ModelLoadContext ctx) 133private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 139private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\KeyToVector.cs (4)
161private static KeyToVectorMappingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 176private KeyToVectorMappingTransformer(IHost host, ModelLoadContext ctx) 214private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 218private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\LabelConvertTransform.cs (2)
90private LabelConvertTransform(IHost host, ModelLoadContext ctx, IDataView input) 102public static LabelConvertTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Transforms\LabelIndicatorTransform.cs (2)
79ModelLoadContext ctx, IDataView input) 147private LabelIndicatorTransform(IHost host, ModelLoadContext ctx, IDataView input)
Transforms\NAFilter.cs (2)
123public NAFilter(IHost host, ModelLoadContext ctx, IDataView input) 159public static NAFilter Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Transforms\NopTransform.cs (2)
70public static NopTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 80private NopTransform(IHost host, ModelLoadContext ctx, IDataView input)
Transforms\NormalizeColumn.cs (3)
430public static AffineColumnFunction Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc) 549public static CdfColumnFunction Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc) 685public static BinColumnFunction Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc)
Transforms\NormalizeColumnDbl.cs (9)
88public static void LoadModel(ModelLoadContext ctx, ref List<int> indicesShift, 234public static void LoadModel(ModelLoadContext ctx, out TFloat[][] binUpperBounds) 290public static void LoadModel(ModelLoadContext ctx, int cv, out bool useLog, out TFloat[] mean, out TFloat[] stddev) 665public static new ImplOne Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc) 729public static ImplVec Create(ModelLoadContext ctx, IHost host, VectorDataViewType typeSrc) 990public static new ImplOne Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc) 1055public static ImplVec Create(ModelLoadContext ctx, IHost host, VectorDataViewType typeSrc) 1173public static new ImplOne Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc) 1258public static ImplVec Create(ModelLoadContext ctx, IHost host, VectorDataViewType typeSrc)
Transforms\NormalizeColumnSng.cs (9)
88public static void LoadModel(ModelLoadContext ctx, ref List<int> indicesShift, 234public static void LoadModel(ModelLoadContext ctx, out TFloat[][] binUpperBounds) 290public static void LoadModel(ModelLoadContext ctx, int cv, out bool useLog, out TFloat[] mean, out TFloat[] stddev) 823public static new ImplOne Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc) 886public static ImplVec Create(ModelLoadContext ctx, IHost host, VectorDataViewType typeSrc) 1150public static new ImplOne Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc) 1215public static ImplVec Create(ModelLoadContext ctx, IHost host, VectorDataViewType typeSrc) 1334public static new ImplOne Create(ModelLoadContext ctx, IHost host, DataViewType typeSrc) 1419public static ImplVec Create(ModelLoadContext ctx, IHost host, VectorDataViewType typeSrc)
Transforms\Normalizer.cs (6)
425internal static DataViewType LoadType(ModelLoadContext ctx) 612private NormalizingTransformer(IHost host, ModelLoadContext ctx) 635private NormalizingTransformer(IHost host, ModelLoadContext ctx, IDataView input) 655private static NormalizingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 664private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 676private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\NormalizeUtils.cs (1)
24internal delegate void SignatureLoadColumnFunction(ModelLoadContext ctx, IHost host, DataViewType typeSrc);
Transforms\OneToOneTransformerBase.cs (1)
37private protected OneToOneTransformerBase(IHost host, ModelLoadContext ctx) : base(host)
Transforms\PerGroupTransformBase.cs (1)
117protected PerGroupTransformBase(IHostEnvironment env, ModelLoadContext ctx, IDataView input, string registrationName)
Transforms\RangeFilter.cs (2)
134private RangeFilter(IHost host, ModelLoadContext ctx, IDataView input) 167public static RangeFilter Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Transforms\RowShufflingTransformer.cs (2)
129private RowShufflingTransformer(IHost host, ModelLoadContext ctx, IDataView input) 152public static RowShufflingTransformer Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Transforms\SkipTakeFilter.cs (1)
151public static SkipTakeFilter Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Transforms\SlotsDroppingTransformer.cs (4)
282private SlotsDroppingTransformer(IHostEnvironment env, ModelLoadContext ctx) 306internal static SlotsDroppingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 321private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 325private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\TrainAndScoreTransformer.cs (1)
89ModelLoadContext.LoadModel<IPredictor, SignatureLoadModel>(env, out predictor, rep, ModelFileUtils.DirPredictor);
Transforms\TransformBase.cs (2)
364public static Bindings Create(OneToOneTransformBase parent, ModelLoadContext ctx, DataViewSchema inputSchema, 526private protected OneToOneTransformBase(IHost host, ModelLoadContext ctx,
Transforms\TypeConverting.cs (4)
236private static TypeConvertingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 250private TypeConvertingTransformer(IHost host, ModelLoadContext ctx) 344private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 348private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\ValueMapping.cs (4)
696private static bool CheckModelVersion(ModelLoadContext ctx, VersionInfo versionInfo) 710private protected static ValueMappingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 761private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 764private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\ValueToKeyMappingTransformer.cs (4)
308private static ValueToKeyMappingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 319private ValueToKeyMappingTransformer(IHost host, ModelLoadContext ctx) 363private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 367private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Transforms\ValueToKeyMappingTransformerImpl.cs (3)
512internal static TermMap Load(ModelLoadContext ctx, IHostEnvironment ectx, CodecFactory codecFactory) 543private static TermMap LoadCodecCore<T>(ModelLoadContext ctx, IExceptionContext ectx, IValueCodec codec, int count) 593public static TextImpl Create(ModelLoadContext ctx, IExceptionContext ectx)
Utilities\ApplyTransformUtils.cs (1)
48ModelLoadContext.LoadModel<IDataTransform, SignatureLoadDataTransform>(env,
Utilities\ModelFileUtils.cs (11)
74ModelLoadContext.LoadModel<ITransformer, SignatureLoadModel>(env, out var transformerChain, rep, DirTransformerChain); 78using (var ent = rep.OpenEntry(DirDataLoaderModel, ModelLoadContext.ModelStreamName)) 82ModelLoadContext.LoadModel<ILegacyDataLoader, SignatureLoadDataLoader>(env, out loader, rep, ent, DirDataLoaderModel, files); 131using (var ent = rep.OpenEntryOrNull(DirDataLoaderModel, ModelLoadContext.ModelStreamName)) 135var ctx = new ModelLoadContext(rep, ent, DirDataLoaderModel); 159ModelLoadContext.LoadModelOrNull<IPredictor, SignatureLoadModel>(env, out predictor, rep, DirPredictor); 169return new ModelSaveContext(rep, DirDataLoaderModel, ModelLoadContext.ModelStreamName); 188ent = rep.OpenEntryOrNull(dir = Path.Combine(DirDataLoaderModel, "Loader"), ModelLoadContext.ModelStreamName); 191ent = rep.OpenEntry(dir = DirDataLoaderModel, ModelLoadContext.ModelStreamName); 198ModelLoadContext.LoadModel<ILegacyDataLoader, SignatureLoadDataLoader>(env, out loader, rep, ent, dir, files); 216using (var ctx = new ModelLoadContext(rep, ent, ModelFileUtils.DirTrainingInfo))
Microsoft.ML.Ensemble (40)
OutputCombiners\Average.cs (2)
37private Average(IHostEnvironment env, ModelLoadContext ctx) 42public static Average Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\BaseAverager.cs (1)
20protected BaseAverager(IHostEnvironment env, string name, ModelLoadContext ctx)
OutputCombiners\BaseMultiAverager.cs (1)
20protected BaseMultiAverager(IHostEnvironment env, string name, ModelLoadContext ctx)
OutputCombiners\BaseMultiCombiner.cs (1)
37internal BaseMultiCombiner(IHostEnvironment env, string name, ModelLoadContext ctx)
OutputCombiners\BaseScalarStacking.cs (1)
19internal BaseScalarStacking(IHostEnvironment env, string name, ModelLoadContext ctx)
OutputCombiners\BaseStacking.cs (1)
49private protected BaseStacking(IHostEnvironment env, string name, ModelLoadContext ctx)
OutputCombiners\Median.cs (2)
43private Median(IHostEnvironment env, ModelLoadContext ctx) 54public static Median Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\MultiAverage.cs (2)
46private MultiAverage(IHostEnvironment env, ModelLoadContext ctx) 51public static MultiAverage Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\MultiMedian.cs (2)
49private MultiMedian(IHostEnvironment env, ModelLoadContext ctx) 54public static MultiMedian Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\MultiStacking.cs (2)
61private MultiStacking(IHostEnvironment env, ModelLoadContext ctx) 66public static MultiStacking Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\MultiVoting.cs (2)
46private MultiVoting(IHostEnvironment env, ModelLoadContext ctx) 52public static MultiVoting Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\MultiWeightedAverage.cs (2)
62private MultiWeightedAverage(IHostEnvironment env, ModelLoadContext ctx) 72public static MultiWeightedAverage Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\RegressionStacking.cs (2)
59private RegressionStacking(IHostEnvironment env, ModelLoadContext ctx) 64public static RegressionStacking Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\Stacking.cs (2)
58private Stacking(IHostEnvironment env, ModelLoadContext ctx) 63public static Stacking Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\Voting.cs (2)
40private Voting(IHostEnvironment env, ModelLoadContext ctx) 52public static Voting Create(IHostEnvironment env, ModelLoadContext ctx)
OutputCombiners\WeightedAverage.cs (2)
60private WeightedAverage(IHostEnvironment env, ModelLoadContext ctx) 69public static WeightedAverage Create(IHostEnvironment env, ModelLoadContext ctx)
PipelineEnsemble.cs (6)
204protected SchemaBindablePipelineEnsemble(IHostEnvironment env, ModelLoadContext ctx, string scoreColumnKind) 253public ImplOne(IHostEnvironment env, ModelLoadContext ctx, string scoreColumnKind) 283public ImplVec(IHostEnvironment env, ModelLoadContext ctx, string scoreColumnKind) 305public ImplOneWithCalibrator(IHostEnvironment env, ModelLoadContext ctx, string scoreColumnKind) 449protected SchemaBindablePipelineEnsembleBase(IHostEnvironment env, ModelLoadContext ctx, string scoreColumnKind) 544public static SchemaBindablePipelineEnsembleBase Create(IHostEnvironment env, ModelLoadContext ctx)
Trainer\EnsembleDistributionModelParameters.cs (2)
73private EnsembleDistributionModelParameters(IHostEnvironment env, ModelLoadContext ctx) 122internal static EnsembleDistributionModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Trainer\EnsembleModelParameters.cs (2)
65private EnsembleModelParameters(IHostEnvironment env, ModelLoadContext ctx) 112internal static EnsembleModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Trainer\EnsembleModelParametersBase.cs (1)
40private protected EnsembleModelParametersBase(IHostEnvironment env, string name, ModelLoadContext ctx)
Trainer\Multiclass\EnsembleMulticlassModelParameters.cs (2)
57private EnsembleMulticlassModelParameters(IHostEnvironment env, ModelLoadContext ctx) 94internal static EnsembleMulticlassModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Microsoft.ML.FastTree (29)
FastTree.cs (3)
2857private protected TreeEnsembleModelParameters(IHostEnvironment env, string name, ModelLoadContext ctx, VersionInfo ver) 3378private protected TreeEnsembleModelParametersBasedOnRegressionTree(IHostEnvironment env, string name, ModelLoadContext ctx, VersionInfo ver) 3424private protected TreeEnsembleModelParametersBasedOnQuantileRegressionTree(IHostEnvironment env, string name, ModelLoadContext ctx, VersionInfo ver)
FastTreeClassification.cs (2)
76private FastTreeBinaryModelParameters(IHostEnvironment env, ModelLoadContext ctx) 87internal static IPredictorProducing<float> Create(IHostEnvironment env, ModelLoadContext ctx)
FastTreeRanking.cs (2)
1058private FastTreeRankingModelParameters(IHostEnvironment env, ModelLoadContext ctx) 1069internal static FastTreeRankingModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
FastTreeRegression.cs (2)
506private FastTreeRegressionModelParameters(IHostEnvironment env, ModelLoadContext ctx) 517internal static FastTreeRegressionModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
FastTreeTweedie.cs (2)
516private FastTreeTweedieModelParameters(IHostEnvironment env, ModelLoadContext ctx) 527internal static FastTreeTweedieModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
GamClassification.cs (2)
218private GamBinaryModelParameters(IHostEnvironment env, ModelLoadContext ctx) 234internal static IPredictorProducing<float> Create(IHostEnvironment env, ModelLoadContext ctx)
GamModelParameters.cs (1)
116private protected GamModelParametersBase(IHostEnvironment env, string name, ModelLoadContext ctx)
GamRegression.cs (2)
168private GamRegressionModelParameters(IHostEnvironment env, ModelLoadContext ctx) 184internal static GamRegressionModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
RandomForestClassification.cs (2)
95private FastForestBinaryModelParameters(IHostEnvironment env, ModelLoadContext ctx) 106internal static IPredictorProducing<float> Create(IHostEnvironment env, ModelLoadContext ctx)
RandomForestRegression.cs (2)
183private FastForestRegressionModelParameters(IHostEnvironment env, ModelLoadContext ctx) 208internal static FastForestRegressionModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
TreeEnsemble\InternalQuantileRegressionTree.cs (1)
40internal InternalQuantileRegressionTree(ModelLoadContext ctx, bool usingDefaultValue, bool categoricalSplits)
TreeEnsemble\InternalRegressionTree.cs (2)
241internal InternalRegressionTree(ModelLoadContext ctx, bool usingDefaultValue, bool categoricalSplits) 418public static InternalRegressionTree Load(ModelLoadContext ctx, bool usingDefaultValues, bool categoricalSplits)
TreeEnsemble\InternalTreeEnsemble.cs (1)
39public InternalTreeEnsemble(ModelLoadContext ctx, bool usingDefaultValues, bool categoricalSplits)
TreeEnsembleFeaturizationTransformer.cs (2)
104private TreeEnsembleFeaturizationTransformer(IHostEnvironment host, ModelLoadContext ctx) 189internal static TreeEnsembleFeaturizationTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
TreeEnsembleFeaturizer.cs (3)
423public TreeEnsembleFeaturizerBindableMapper(IHostEnvironment env, ModelLoadContext ctx) 606private static ISchemaBindableMapper Create(IHostEnvironment env, ModelLoadContext ctx) 642ModelLoadContext.LoadModel<IPredictor, SignatureLoadModel>(host, out predictor, rep, ModelFileUtils.DirPredictor);
Microsoft.ML.ImageAnalytics (22)
ImageGrayscale.cs (4)
107private static ImageGrayscalingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 116private ImageGrayscalingTransformer(IHost host, ModelLoadContext ctx) 122private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 126private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
ImageLoader.cs (4)
127private static ImageLoadingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 136private ImageLoadingTransformer(IHost host, ModelLoadContext ctx) 151private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 155private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
ImagePixelExtractor.cs (5)
214private static ImagePixelExtractingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 224private ImagePixelExtractingTransformer(IHost host, ModelLoadContext ctx) 239private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 243private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 692internal ColumnOptions(string name, string inputColumnName, ModelLoadContext ctx)
ImageResizer.cs (4)
176private static ImageResizingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 187private ImageResizingTransformer(IHost host, ModelLoadContext ctx) 215private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 219private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
VectorToImageTransform.cs (5)
237private VectorToImageConvertingTransformer(IHost host, ModelLoadContext ctx) 252private static VectorToImageConvertingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 268private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 272private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 525internal ColumnOptions(string outputColumnName, string inputColumnName, ModelLoadContext ctx)
Microsoft.ML.KMeansClustering (2)
KMeansModelParameters.cs (2)
110private KMeansModelParameters(IHostEnvironment env, ModelLoadContext ctx) 256internal static KMeansModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Microsoft.ML.LightGbm (6)
LightGbmBinaryTrainer.cs (2)
64private LightGbmBinaryModelParameters(IHostEnvironment env, ModelLoadContext ctx) 75internal static IPredictorProducing<float> Create(IHostEnvironment env, ModelLoadContext ctx)
LightGbmRankingTrainer.cs (2)
60private LightGbmRankingModelParameters(IHostEnvironment env, ModelLoadContext ctx) 71internal static LightGbmRankingModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
LightGbmRegressionTrainer.cs (2)
59private LightGbmRegressionModelParameters(IHostEnvironment env, ModelLoadContext ctx) 70internal static LightGbmRegressionModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Microsoft.ML.Mkl.Components (7)
OlsLinearRegression.cs (2)
807private OlsModelParameters(IHostEnvironment env, ModelLoadContext ctx) 891internal static OlsModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
VectorWhitening.cs (5)
156private VectorWhiteningTransformer(IHostEnvironment env, ModelLoadContext ctx) 185internal static VectorWhiteningTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 201internal static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 205internal static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 806internal ColumnOptions(ModelLoadContext ctx)
Microsoft.ML.OnnxTransformer (3)
OnnxTransform.cs (3)
156private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 160private static OnnxTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 232private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Microsoft.ML.Parquet (8)
ParquetLoader.cs (2)
176private ParquetLoader(IHost host, ModelLoadContext ctx, IMultiStreamSource files) 239public static ParquetLoader Create(IHostEnvironment env, ModelLoadContext ctx, IMultiStreamSource files)
PartitionedFileLoader.cs (2)
210private PartitionedFileLoader(IHost host, ModelLoadContext ctx, IMultiStreamSource files) 243public static PartitionedFileLoader Create(IHostEnvironment env, ModelLoadContext ctx, IMultiStreamSource files)
PartitionedPathParser.cs (4)
118private SimplePartitionedPathParser(IHost host, ModelLoadContext ctx) 141public static SimplePartitionedPathParser Create(IHostEnvironment env, ModelLoadContext ctx) 231private ParquetPartitionedPathParser(IHost host, ModelLoadContext ctx) 254public static ParquetPartitionedPathParser Create(IHostEnvironment env, ModelLoadContext ctx)
Microsoft.ML.PCA (7)
PcaTrainer.cs (2)
475private PcaModelParameters(IHostEnvironment env, ModelLoadContext ctx) 547internal static PcaModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
PcaTransformer.cs (5)
115public TransformInfo(ModelLoadContext ctx) 223private PrincipalComponentAnalysisTransformer(IHost host, ModelLoadContext ctx) 240private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 244private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 266private static PrincipalComponentAnalysisTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
Microsoft.ML.Recommender (4)
MatrixFactorizationPredictor.cs (4)
113private MatrixFactorizationModelParameters(IHostEnvironment env, ModelLoadContext ctx) 155internal static MatrixFactorizationModelParameters Create(IHostEnvironment env, ModelLoadContext ctx) 482private MatrixFactorizationPredictionTransformer(IHostEnvironment host, ModelLoadContext ctx) 559internal static MatrixFactorizationPredictionTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
Microsoft.ML.StandardTrainers (33)
FactorizationMachine\FieldAwareFactorizationMachineModelParameters.cs (4)
129private FieldAwareFactorizationMachineModelParameters(IHostEnvironment env, ModelLoadContext ctx) : base(env, LoaderSignature) 178internal static FieldAwareFactorizationMachineModelParameters Create(IHostEnvironment env, ModelLoadContext ctx) 332private FieldAwareFactorizationMachinePredictionTransformer(IHostEnvironment host, ModelLoadContext ctx) 442internal static FieldAwareFactorizationMachinePredictionTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
LdSvm\LdSvmModelParameters.cs (3)
89private LdSvmModelParameters(IHostEnvironment env, ModelLoadContext ctx) 148private static IPredictorProducing<float> Create(IHostEnvironment env, ModelLoadContext ctx) 228private VBuffer<float>[] LoadVBufferArray(ModelLoadContext ctx, int length, int vectorLength)
Standard\LinearModelParameters.cs (8)
155private protected LinearModelParameters(IHostEnvironment env, string name, ModelLoadContext ctx) 457private LinearBinaryModelParameters(IHostEnvironment env, ModelLoadContext ctx) 481internal static IPredictorProducing<float> Create(IHostEnvironment env, ModelLoadContext ctx) 581private protected RegressionModelParameters(IHostEnvironment env, string name, ModelLoadContext ctx) 639private LinearRegressionModelParameters(IHostEnvironment env, ModelLoadContext ctx) 644internal static LinearRegressionModelParameters Create(IHostEnvironment env, ModelLoadContext ctx) 725private PoissonRegressionModelParameters(IHostEnvironment env, ModelLoadContext ctx) 730internal static PoissonRegressionModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Standard\LogisticRegression\MulticlassLogisticRegression.cs (5)
533private protected LinearMulticlassModelParametersBase(IHostEnvironment env, string name, ModelLoadContext ctx) 1065private string[] LoadLabelNames(ModelLoadContext ctx, BinaryReader reader) 1158private LinearMulticlassModelParameters(IHostEnvironment env, ModelLoadContext ctx) 1171internal static LinearMulticlassModelParameters Create(IHostEnvironment env, ModelLoadContext ctx) 1230private MaximumEntropyModelParameters(IHostEnvironment env, ModelLoadContext ctx)
Standard\ModelStatistics.cs (2)
106internal ModelStatisticsBase(IHostEnvironment env, ModelLoadContext ctx) 258private LinearModelParameterStatistics(IHostEnvironment env, ModelLoadContext ctx)
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (2)
313private NaiveBayesMulticlassModelParameters(IHostEnvironment env, ModelLoadContext ctx) 355internal static NaiveBayesMulticlassModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Standard\MulticlassClassification\OneVersusAllTrainer.cs (3)
366private OneVersusAllModelParameters(IHostEnvironment env, ModelLoadContext ctx) 398internal static OneVersusAllModelParameters Create(IHostEnvironment env, ModelLoadContext ctx) 406private static void LoadPredictors<TPredictor>(IHostEnvironment env, TPredictor[] predictors, ModelLoadContext ctx)
Standard\MulticlassClassification\PairwiseCouplingTrainer.cs (2)
286private PairwiseCouplingModelParameters(IHostEnvironment env, ModelLoadContext ctx) 345internal static PairwiseCouplingModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Standard\Simple\SimpleTrainers.cs (4)
87private RandomModelParameters(IHostEnvironment env, ModelLoadContext ctx) 101internal static RandomModelParameters Create(IHostEnvironment env, ModelLoadContext ctx) 369private PriorModelParameters(IHostEnvironment env, ModelLoadContext ctx) 383internal static PriorModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)
Microsoft.ML.TensorFlow (4)
TensorflowTransform.cs (4)
128private static TensorFlowTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 245private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 249private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 252private static void GetModelInfo(IHostEnvironment env, ModelLoadContext ctx, out string[] inputs, out string[] outputs, out bool isFrozen, out bool addBatchDimensionInput, out bool treatOutputAsBatched)
Microsoft.ML.TestFramework (2)
DataPipe\TestDataPipeBase.cs (1)
465ModelLoadContext.LoadModel<ILegacyDataLoader, SignatureLoadDataLoader>(env,
TestCommandBase.cs (1)
541ModelLoadContext.LoadModel<IDataView, SignatureLoadDataLoader>(env,
Microsoft.ML.TimeSeries (46)
AdaptiveSingularSpectrumSequenceModeler.cs (1)
338public AdaptiveSingularSpectrumSequenceModelerInternal(IHostEnvironment env, ModelLoadContext ctx)
ExponentialAverageTransform.cs (1)
67public ExponentialAverageTransform(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
IidAnomalyDetectionBase.cs (2)
88internal IidAnomalyDetectionBaseWrapper(IHostEnvironment env, ModelLoadContext ctx, string name) 110public IidAnomalyDetectionBase(IHostEnvironment env, ModelLoadContext ctx, string name, IidAnomalyDetectionBaseWrapper parent)
IidChangePointDetector.cs (4)
139private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 149internal static IidChangePointDetector Create(IHostEnvironment env, ModelLoadContext ctx) 158private IidChangePointDetector(IHostEnvironment env, ModelLoadContext ctx) 189private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
IidSpikeDetector.cs (4)
121private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 131internal static IidSpikeDetector Create(IHostEnvironment env, ModelLoadContext ctx) 140private IidSpikeDetector(IHostEnvironment env, ModelLoadContext ctx) 169private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
MovingAverageTransform.cs (1)
81public MovingAverageTransform(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
PercentileThresholdTransform.cs (1)
75public PercentileThresholdTransform(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
PValueTransform.cs (1)
80public PValueTransform(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
SequentialAnomalyDetectionTransformBase.cs (1)
198private protected SequentialAnomalyDetectionTransformBase(IHostEnvironment env, ModelLoadContext ctx, string name)
SequentialForecastingTransformBase.cs (1)
75private protected SequentialForecastingTransformBase(IHostEnvironment env, ModelLoadContext ctx, string name)
SequentialTransformBase.cs (1)
294private protected SequentialTransformBase(IHostEnvironment env, ModelLoadContext ctx, string name, IDataView input)
SequentialTransformerBase.cs (3)
383private protected SequentialTransformerBase(IHost host, ModelLoadContext ctx) 773private TimeSeriesRowToRowMapperTransform(IHost host, ModelLoadContext ctx, IDataView input) 783public static TimeSeriesRowToRowMapperTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
SlidingWindowTransform.cs (1)
44public SlidingWindowTransform(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
SlidingWindowTransformBase.cs (1)
80protected SlidingWindowTransformBase(IHostEnvironment env, ModelLoadContext ctx, string loaderSignature, IDataView input)
SrCnnAnomalyDetectionBase.cs (2)
84internal SrCnnAnomalyDetectionBase(IHostEnvironment env, ModelLoadContext ctx, string name) 102public SrCnnAnomalyDetectionBaseCore(IHostEnvironment env, ModelLoadContext ctx, string name, SrCnnAnomalyDetectionBase parent)
SRCNNAnomalyDetector.cs (4)
121private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 130internal static SrCnnAnomalyDetector Create(IHostEnvironment env, ModelLoadContext ctx) 139private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 155private SrCnnAnomalyDetector(IHostEnvironment env, ModelLoadContext ctx)
SrCnnTransformBase.cs (1)
88private protected SrCnnTransformBase(IHostEnvironment env, ModelLoadContext ctx, string name)
SsaAnomalyDetectionBase.cs (2)
172internal SsaAnomalyDetectionBaseWrapper(IHostEnvironment env, ModelLoadContext ctx, string name) 212public SsaAnomalyDetectionBase(IHostEnvironment env, ModelLoadContext ctx, string name)
SsaChangePointDetector.cs (4)
149private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 159internal static SsaChangePointDetector Create(IHostEnvironment env, ModelLoadContext ctx) 168private SsaChangePointDetector(IHostEnvironment env, ModelLoadContext ctx) 198private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
SSaForecasting.cs (4)
151private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 170internal static SsaForecastingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 179private SsaForecastingTransformer(IHostEnvironment env, ModelLoadContext ctx) 202private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
SsaForecastingBase.cs (2)
112internal SsaForecastingBaseWrapper(IHostEnvironment env, ModelLoadContext ctx, string name) 147public SsaForecastingBase(IHostEnvironment env, ModelLoadContext ctx, string name) : base(env, ctx, name)
SsaSpikeDetector.cs (4)
123private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 142internal static SsaSpikeDetector Create(IHostEnvironment env, ModelLoadContext ctx) 151private SsaSpikeDetector(IHostEnvironment env, ModelLoadContext ctx) 179private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Microsoft.ML.TorchSharp (10)
AutoFormerV2\ObjectDetectionTrainer.cs (2)
650private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 654private static ObjectDetectionTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
NasBert\NerTrainer.cs (2)
299private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 303private static NerTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
NasBert\SentenceSimilarityTrainer.cs (2)
214private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 218private static SentenceSimilarityTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
NasBert\TextClassificationTrainer.cs (2)
236private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 240private static TextClassificationTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
Roberta\QATrainer.cs (2)
670private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 674private static QATransformer Create(IHostEnvironment env, ModelLoadContext ctx)
Microsoft.ML.Transforms (118)
CompositeTransformer.cs (1)
35private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Dracula\CMCountTable.cs (2)
67public static CMCountTable Create(IHostEnvironment env, ModelLoadContext ctx) 75private CMCountTable(IHostEnvironment env, ModelLoadContext ctx)
Dracula\CountTable.cs (1)
82protected CountTableBase(IHostEnvironment env, string name, ModelLoadContext ctx)
Dracula\CountTableTransformer.cs (4)
455private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 459private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 518internal static CountTableTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 529private CountTableTransformer(IHost host, ModelLoadContext ctx)
Dracula\CountTargetEncodingTransformer.cs (3)
286private static CountTargetEncodingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 340private CountTargetEncodingTransformer(IHost host, ModelLoadContext ctx) 366internal static CountTargetEncodingTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
Dracula\DictCountTable.cs (2)
56public static DictCountTable Create(IHostEnvironment env, ModelLoadContext ctx) 64private DictCountTable(IHostEnvironment env, ModelLoadContext ctx)
Dracula\Featurizer.cs (1)
63public CountTargetEncodingFeaturizer(IHostEnvironment env, ModelLoadContext ctx)
Dracula\MultiCountTable.cs (2)
197public MultiCountTable(IHostEnvironment env, ModelLoadContext ctx) 342public MultiCountTable(IHostEnvironment env, ModelLoadContext ctx)
ExpressionTransformer.cs (3)
331private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 335private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 338private static ExpressionTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
FourierDistributionSampler.cs (4)
147internal static RandomNumberGenerator Create(IHostEnvironment env, ModelLoadContext ctx) 155private RandomNumberGenerator(IHostEnvironment env, ModelLoadContext ctx) 269internal static RandomNumberGenerator Create(IHostEnvironment env, ModelLoadContext ctx) 278private RandomNumberGenerator(IHostEnvironment env, ModelLoadContext ctx)
GcnTransform.cs (6)
141internal ColumnOptionsLoaded(ModelLoadContext ctx, string name, string inputColumnName, bool normKindSerialized) 262private static LpNormNormalizingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 278private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 282private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 285private LpNormNormalizingTransformer(IHost host, ModelLoadContext ctx) 832internal ColumnOptionsBase(ModelLoadContext ctx, string name, string inputColumnName, bool normKindSerialized)
GroupTransform.cs (3)
119public static GroupTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 129private GroupTransform(IHost host, ModelLoadContext ctx, IDataView input) 236public GroupBinding(DataViewSchema inputSchema, IHostEnvironment env, ModelLoadContext ctx)
HashJoiningTransform.cs (2)
224private HashJoiningTransform(IHost host, ModelLoadContext ctx, IDataView input) 277public static HashJoiningTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
KeyToVectorMapping.cs (4)
97private static KeyToBinaryVectorMappingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 108private KeyToBinaryVectorMappingTransformer(IHost host, ModelLoadContext ctx) 137private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 141private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
LambdaTransform.cs (1)
56private static ITransformer Create(IHostEnvironment env, ModelLoadContext ctx)
LoadTransform.cs (2)
101using (var pipeLoaderEntry = rep.OpenEntry(ModelFileUtils.DirDataLoaderModel, ModelLoadContext.ModelStreamName)) 102using (var ctx = new ModelLoadContext(rep, pipeLoaderEntry, ModelFileUtils.DirDataLoaderModel))
MissingValueDroppingTransformer.cs (4)
122private MissingValueDroppingTransformer(IHostEnvironment env, ModelLoadContext ctx) 139internal static MissingValueDroppingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 152private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 156private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
MissingValueIndicatorTransform.cs (2)
85private MissingValueIndicatorTransform(IHost host, ModelLoadContext ctx, IDataView input) 98public static MissingValueIndicatorTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
MissingValueIndicatorTransformer.cs (4)
101private MissingValueIndicatorTransformer(IHostEnvironment env, ModelLoadContext ctx) 111internal static MissingValueIndicatorTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 124internal static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 128internal static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
MissingValueReplacing.cs (4)
223private MissingValueReplacingTransformer(IHost host, ModelLoadContext ctx) 460private static MissingValueReplacingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 472private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 476private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
OptionalColumnTransform.cs (3)
89public static Bindings Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema input, OptionalColumnTransform parent) 284private OptionalColumnTransform(IHost host, ModelLoadContext ctx, IDataView input) 294public static OptionalColumnTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
ProduceIdTransform.cs (3)
51public static Bindings Create(ModelLoadContext ctx, DataViewSchema input) 109private ProduceIdTransform(IHost host, ModelLoadContext ctx, IDataView input) 119public static ProduceIdTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
RandomFourierFeaturizing.cs (5)
130public TransformInfo(IHostEnvironment env, ModelLoadContext ctx, string directoryName) 386private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 390private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 393private ApproximatedKernelTransformer(IHost host, ModelLoadContext ctx) 438private static ApproximatedKernelTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
SvmLight\SvmLightLoader.cs (3)
592private SvmLightLoader(IHost host, ModelLoadContext ctx) 610internal static SvmLightLoader Create(IHostEnvironment env, ModelLoadContext ctx) 763internal static ILegacyDataLoader Create(IHostEnvironment env, ModelLoadContext ctx, IMultiStreamSource files)
Text\LdaTransform.cs (6)
266internal LdaState(IExceptionContext ectx, ModelLoadContext ctx) 670private LatentDirichletAllocationTransformer(IHost host, ModelLoadContext ctx) : base(host, ctx) 713private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 717private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 733private static LatentDirichletAllocationTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 1236internal ColumnOptions(IExceptionContext ectx, ModelLoadContext ctx)
Text\NgramHashingTransformer.cs (6)
270private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 274private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 277private NgramHashingTransformer(IHostEnvironment env, ModelLoadContext ctx, bool loadLegacy = false) : 364private static NgramHashingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 985internal ColumnOptions(ModelLoadContext ctx) 1018internal ColumnOptions(ModelLoadContext ctx, string name, string[] inputColumnNames)
Text\NgramTransform.cs (5)
142public TransformInfo(ModelLoadContext ctx, bool readWeighting) 372private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 376private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 379private NgramExtractingTransformer(IHost host, ModelLoadContext ctx) : 438private static NgramExtractingTransformer Create(IHostEnvironment env, ModelLoadContext ctx)
Text\StopWordsRemovingTransformer.cs (8)
224private StopWordsRemovingTransformer(IHost host, ModelLoadContext ctx) : 244private static StopWordsRemovingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 275private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 279private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 975private CustomStopWordsRemovingTransformer(IHost host, ModelLoadContext ctx) : 1020private static CustomStopWordsRemovingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 1052private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 1056private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Text\TextFeaturizingEstimator.cs (2)
625private static ITransformer Create(IHostEnvironment env, ModelLoadContext ctx) 725public Transformer(IHostEnvironment env, ModelLoadContext ctx)
Text\TextNormalizing.cs (4)
144private static TextNormalizingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 153private TextNormalizingTransformer(IHost host, ModelLoadContext ctx) 189private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 193private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Text\TokenizingByCharacters.cs (4)
127private TokenizingByCharactersTransformer(IHost host, ModelLoadContext ctx) : 138private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 156private static TokenizingByCharactersTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 183private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Text\WordBagTransform.cs (3)
235private TextExpandingTransformer(IHostEnvironment env, ModelLoadContext ctx) : 253private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 259private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input)
Text\WordEmbeddingsExtractor.cs (4)
247private WordEmbeddingTransformer(IHost host, ModelLoadContext ctx) 268internal static WordEmbeddingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 278private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 282private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
Text\WordTokenizing.cs (4)
129private WordTokenizingTransformer(IHost host, ModelLoadContext ctx) : 147private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 166private static WordTokenizingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 195private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema)
UngroupTransform.cs (3)
120public static UngroupTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 130private UngroupTransform(IHost host, ModelLoadContext ctx, IDataView input) 343public static UngroupBinding Create(ModelLoadContext ctx, IExceptionContext ectx, DataViewSchema inputSchema)
Microsoft.ML.Vision (6)
DnnRetrainTransform.cs (4)
89private static DnnRetrainTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 495private static IDataTransform Create(IHostEnvironment env, ModelLoadContext ctx, IDataView input) 499private static IRowMapper Create(IHostEnvironment env, ModelLoadContext ctx, DataViewSchema inputSchema) 502private static void GetModelInfo(IHostEnvironment env, ModelLoadContext ctx, out string[] inputs,
ImageClassificationTrainer.cs (2)
1386private ImageClassificationModelParameters(IHostEnvironment env, ModelLoadContext ctx) 1411internal static ImageClassificationModelParameters Create(IHostEnvironment env, ModelLoadContext ctx)