smoke-test -> master for ML.NET 1.5.0 preview2 (#134)

This commit is contained in:
Nat Kershaw (MSFT) 2020-03-12 19:25:46 -07:00 коммит произвёл GitHub
Родитель 75f8766e0b
Коммит df8e0ee285
Не найден ключ, соответствующий данной подписи
Идентификатор ключа GPG: 4AEE18F83AFDEB23
233 изменённых файлов: 3308 добавлений и 1184 удалений

Просмотреть файл

@ -224,6 +224,17 @@
<Member Id="P:Microsoft.ML.AutoML.TrainResult`1.ValidationMetrics" />
</Type>
</Namespace>
<Namespace Name="Microsoft.ML.CodeGenerator.CodeGenerator">
<Type Name="Microsoft.ML.CodeGenerator.CodeGenerator.IWritable" Id="T:Microsoft.ML.CodeGenerator.CodeGenerator.IWritable">
<Member Id="M:Microsoft.ML.CodeGenerator.CodeGenerator.IWritable.WriteToDisk(System.String)" />
</Type>
</Namespace>
<Namespace Name="Microsoft.ML.CodeGenerator">
<Type Name="Microsoft.ML.CodeGenerator.ICSharpFile" Id="T:Microsoft.ML.CodeGenerator.ICSharpFile">
<Member Id="P:Microsoft.ML.CodeGenerator.ICSharpFile.File" />
<Member Id="P:Microsoft.ML.CodeGenerator.ICSharpFile.Name" />
</Type>
</Namespace>
<Namespace Name="Microsoft.ML.Experimental">
<Type Name="Microsoft.ML.Experimental.MLContextExtensions" Id="T:Microsoft.ML.Experimental.MLContextExtensions">
<Member Id="M:Microsoft.ML.Experimental.MLContextExtensions.CancelExecution(Microsoft.ML.MLContext)" />

Просмотреть файл

@ -335,7 +335,11 @@
</Type>
<Type Name="Microsoft.ML.LoggingEventArgs" Id="T:Microsoft.ML.LoggingEventArgs">
<Member Id="M:Microsoft.ML.LoggingEventArgs.#ctor(System.String)" />
<Member Id="M:Microsoft.ML.LoggingEventArgs.#ctor(System.String,Microsoft.ML.Runtime.ChannelMessageKind,System.String)" />
<Member Id="P:Microsoft.ML.LoggingEventArgs.Kind" />
<Member Id="P:Microsoft.ML.LoggingEventArgs.Message" />
<Member Id="P:Microsoft.ML.LoggingEventArgs.RawMessage" />
<Member Id="P:Microsoft.ML.LoggingEventArgs.Source" />
</Type>
<Type Name="Microsoft.ML.MklComponentsCatalog" Id="T:Microsoft.ML.MklComponentsCatalog">
<Member Id="M:Microsoft.ML.MklComponentsCatalog.Ols(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.Trainers.OlsTrainer.Options)" />
@ -471,6 +475,8 @@
<Member Id="M:Microsoft.ML.StandardTrainersCatalog.LbfgsMaximumEntropy(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,System.String,System.String,System.String,System.Single,System.Single,System.Single,System.Int32,System.Boolean)" />
<Member Id="M:Microsoft.ML.StandardTrainersCatalog.LbfgsPoissonRegression(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.Trainers.LbfgsPoissonRegressionTrainer.Options)" />
<Member Id="M:Microsoft.ML.StandardTrainersCatalog.LbfgsPoissonRegression(Microsoft.ML.RegressionCatalog.RegressionTrainers,System.String,System.String,System.String,System.Single,System.Single,System.Single,System.Int32,System.Boolean)" />
<Member Id="M:Microsoft.ML.StandardTrainersCatalog.LdSvm(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.Trainers.LdSvmTrainer.Options)" />
<Member Id="M:Microsoft.ML.StandardTrainersCatalog.LdSvm(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,System.String,System.String,System.String,System.Int32,System.Int32,System.Boolean,System.Boolean)" />
<Member Id="M:Microsoft.ML.StandardTrainersCatalog.LinearSvm(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.Trainers.LinearSvmTrainer.Options)" />
<Member Id="M:Microsoft.ML.StandardTrainersCatalog.LinearSvm(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,System.String,System.String,System.String,System.Int32)" />
<Member Id="M:Microsoft.ML.StandardTrainersCatalog.NaiveBayes(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,System.String,System.String)" />
@ -1416,6 +1422,24 @@
<Member Id="F:Microsoft.ML.Trainers.LbfgsTrainerBase`3.OptionsBase.StochasticGradientDescentInitilaizationTolerance" />
<Member Id="M:Microsoft.ML.Trainers.LbfgsTrainerBase`3.OptionsBase.#ctor" />
</Type>
<Type Name="Microsoft.ML.Trainers.LdSvmModelParameters" Id="T:Microsoft.ML.Trainers.LdSvmModelParameters">
<Member Id="P:Microsoft.ML.Trainers.LdSvmModelParameters.InputType" />
<Member Id="P:Microsoft.ML.Trainers.LdSvmModelParameters.OutputType" />
</Type>
<Type Name="Microsoft.ML.Trainers.LdSvmTrainer" Id="T:Microsoft.ML.Trainers.LdSvmTrainer">
<Member Id="P:Microsoft.ML.Trainers.LdSvmTrainer.Info" />
</Type>
<Type Name="Microsoft.ML.Trainers.LdSvmTrainer/Options" Id="T:Microsoft.ML.Trainers.LdSvmTrainer.Options">
<Member Id="F:Microsoft.ML.Trainers.LdSvmTrainer.Options.Cache" />
<Member Id="F:Microsoft.ML.Trainers.LdSvmTrainer.Options.LambdaTheta" />
<Member Id="F:Microsoft.ML.Trainers.LdSvmTrainer.Options.LambdaThetaprime" />
<Member Id="F:Microsoft.ML.Trainers.LdSvmTrainer.Options.LambdaW" />
<Member Id="F:Microsoft.ML.Trainers.LdSvmTrainer.Options.NumberOfIterations" />
<Member Id="F:Microsoft.ML.Trainers.LdSvmTrainer.Options.Sigma" />
<Member Id="F:Microsoft.ML.Trainers.LdSvmTrainer.Options.TreeDepth" />
<Member Id="F:Microsoft.ML.Trainers.LdSvmTrainer.Options.UseBias" />
<Member Id="M:Microsoft.ML.Trainers.LdSvmTrainer.Options.#ctor" />
</Type>
<Type Name="Microsoft.ML.Trainers.LearningRateScheduler" Id="T:Microsoft.ML.Trainers.LearningRateScheduler" />
<Type Name="Microsoft.ML.Trainers.LinearBinaryModelParameters" Id="T:Microsoft.ML.Trainers.LinearBinaryModelParameters">
<Member Id="F:Microsoft.ML.Trainers.LinearBinaryModelParameters.Statistics" />
@ -2119,6 +2143,7 @@
<Member Id="F:Microsoft.ML.Trainers.LightGbm.LightGbmTrainerBase`4.OptionsBase.Seed" />
<Member Id="F:Microsoft.ML.Trainers.LightGbm.LightGbmTrainerBase`4.OptionsBase.Silent" />
<Member Id="F:Microsoft.ML.Trainers.LightGbm.LightGbmTrainerBase`4.OptionsBase.UseCategoricalSplit" />
<Member Id="F:Microsoft.ML.Trainers.LightGbm.LightGbmTrainerBase`4.OptionsBase.UseZeroAsMissingValue" />
<Member Id="F:Microsoft.ML.Trainers.LightGbm.LightGbmTrainerBase`4.OptionsBase.Verbose" />
<Member Id="P:Microsoft.ML.Trainers.LightGbm.LightGbmTrainerBase`4.OptionsBase.Booster" />
</Type>
@ -2334,7 +2359,7 @@
<Member Id="M:Microsoft.ML.Transforms.TensorFlowModel.ScoreTensorFlowModel(System.String[],System.String[],System.Boolean)" />
</Type>
<Type Name="Microsoft.ML.Transforms.TensorFlowTransformer" Id="T:Microsoft.ML.Transforms.TensorFlowTransformer">
<Member Id="M:Microsoft.ML.Transforms.TensorFlowTransformer.Finalize" />
<Member Id="M:Microsoft.ML.Transforms.TensorFlowTransformer.Dispose" />
</Type>
<Type Name="Microsoft.ML.Transforms.TransformInputBase" Id="T:Microsoft.ML.Transforms.TransformInputBase" />
<Type Name="Microsoft.ML.Transforms.TypeConvertingEstimator" Id="T:Microsoft.ML.Transforms.TypeConvertingEstimator">
@ -2485,7 +2510,6 @@
</Type>
<Type Name="Microsoft.ML.Transforms.Text.LatentDirichletAllocationTransformer" Id="T:Microsoft.ML.Transforms.Text.LatentDirichletAllocationTransformer">
<Member Id="M:Microsoft.ML.Transforms.Text.LatentDirichletAllocationTransformer.Dispose" />
<Member Id="M:Microsoft.ML.Transforms.Text.LatentDirichletAllocationTransformer.Finalize" />
</Type>
<Type Name="Microsoft.ML.Transforms.Text.LatentDirichletAllocationTransformer/ModelParameters" Id="T:Microsoft.ML.Transforms.Text.LatentDirichletAllocationTransformer.ModelParameters">
<Member Id="F:Microsoft.ML.Transforms.Text.LatentDirichletAllocationTransformer.ModelParameters.ItemScoresPerTopic" />
@ -2727,10 +2751,10 @@
</Namespace>
<Namespace Name="Microsoft.ML.Vision">
<Type Name="Microsoft.ML.Vision.ImageClassificationModelParameters" Id="T:Microsoft.ML.Vision.ImageClassificationModelParameters">
<Member Id="M:Microsoft.ML.Vision.ImageClassificationModelParameters.Finalize" />
<Member Id="M:Microsoft.ML.Vision.ImageClassificationModelParameters.Dispose" />
</Type>
<Type Name="Microsoft.ML.Vision.ImageClassificationTrainer" Id="T:Microsoft.ML.Vision.ImageClassificationTrainer">
<Member Id="M:Microsoft.ML.Vision.ImageClassificationTrainer.Finalize" />
<Member Id="M:Microsoft.ML.Vision.ImageClassificationTrainer.Dispose" />
<Member Id="M:Microsoft.ML.Vision.ImageClassificationTrainer.Fit(Microsoft.ML.IDataView,Microsoft.ML.IDataView)" />
<Member Id="P:Microsoft.ML.Vision.ImageClassificationTrainer.Info" />
</Type>

Просмотреть файл

@ -368,6 +368,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.Extensions.ML.PredictionEnginePoolBuilder&lt;TData,TPrediction&gt; FromUri&lt;TData,TPrediction&gt; (this Microsoft.Extensions.ML.PredictionEnginePoolBuilder&lt;TData,TPrediction&gt; builder, string modelName, Uri uri) where TData : class where TPrediction : class, new();" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.Extensions.ML.PredictionEnginePoolBuilder`2&lt;!!TData, !!TPrediction&gt; FromUri&lt;class TData, class .ctor TPrediction&gt;(class Microsoft.Extensions.ML.PredictionEnginePoolBuilder`2&lt;!!TData, !!TPrediction&gt; builder, string modelName, class System.Uri uri) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.Extensions.ML.BuilderExtensions.FromUri``2(Microsoft.Extensions.ML.PredictionEnginePoolBuilder{``0,``1},System.String,System.Uri)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FromUri(Of TData As Class, TPrediction As Class) (builder As PredictionEnginePoolBuilder(Of TData, TPrediction), modelName As String, uri As Uri) As PredictionEnginePoolBuilder(Of TData, TPrediction)" />
<MemberSignature Language="F#" Value="static member FromUri : Microsoft.Extensions.ML.PredictionEnginePoolBuilder&lt;'Data, 'Prediction (requires 'Data : null and 'Prediction : null and 'Prediction : (new : unit -&gt; 'Prediction))&gt; * string * Uri -&gt; Microsoft.Extensions.ML.PredictionEnginePoolBuilder&lt;'Data, 'Prediction (requires 'Data : null and 'Prediction : null and 'Prediction : (new : unit -&gt; 'Prediction))&gt; (requires 'Data : null and 'Prediction : null and 'Prediction : (new : unit -&gt; 'Prediction))" Usage="Microsoft.Extensions.ML.BuilderExtensions.FromUri (builder, modelName, uri)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -473,6 +474,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.Extensions.ML.PredictionEnginePoolBuilder&lt;TData,TPrediction&gt; FromUri&lt;TData,TPrediction&gt; (this Microsoft.Extensions.ML.PredictionEnginePoolBuilder&lt;TData,TPrediction&gt; builder, string modelName, Uri uri, TimeSpan period) where TData : class where TPrediction : class, new();" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.Extensions.ML.PredictionEnginePoolBuilder`2&lt;!!TData, !!TPrediction&gt; FromUri&lt;class TData, class .ctor TPrediction&gt;(class Microsoft.Extensions.ML.PredictionEnginePoolBuilder`2&lt;!!TData, !!TPrediction&gt; builder, string modelName, class System.Uri uri, valuetype System.TimeSpan period) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.Extensions.ML.BuilderExtensions.FromUri``2(Microsoft.Extensions.ML.PredictionEnginePoolBuilder{``0,``1},System.String,System.Uri,System.TimeSpan)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FromUri(Of TData As Class, TPrediction As Class) (builder As PredictionEnginePoolBuilder(Of TData, TPrediction), modelName As String, uri As Uri, period As TimeSpan) As PredictionEnginePoolBuilder(Of TData, TPrediction)" />
<MemberSignature Language="F#" Value="static member FromUri : Microsoft.Extensions.ML.PredictionEnginePoolBuilder&lt;'Data, 'Prediction (requires 'Data : null and 'Prediction : null and 'Prediction : (new : unit -&gt; 'Prediction))&gt; * string * Uri * TimeSpan -&gt; Microsoft.Extensions.ML.PredictionEnginePoolBuilder&lt;'Data, 'Prediction (requires 'Data : null and 'Prediction : null and 'Prediction : (new : unit -&gt; 'Prediction))&gt; (requires 'Data : null and 'Prediction : null and 'Prediction : (new : unit -&gt; 'Prediction))" Usage="Microsoft.Extensions.ML.BuilderExtensions.FromUri (builder, modelName, uri, period)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -268,9 +268,10 @@
</Docs>
</Member>
<Member MemberName="InferColumns">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ColumnInferenceResults InferColumns (string path, Microsoft.ML.AutoML.ColumnInformation columnInformation, Nullable&lt;char&gt; separatorChar = null, Nullable&lt;bool&gt; allowQuoting = null, Nullable&lt;bool&gt; allowSparse = null, bool trimWhitespace = false, bool groupColumns = true);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ColumnInferenceResults InferColumns (string path, Microsoft.ML.AutoML.ColumnInformation columnInformation, char? separatorChar = default, bool? allowQuoting = default, bool? allowSparse = default, bool trimWhitespace = false, bool groupColumns = true);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.ColumnInferenceResults InferColumns(string path, class Microsoft.ML.AutoML.ColumnInformation columnInformation, valuetype System.Nullable`1&lt;char&gt; separatorChar, valuetype System.Nullable`1&lt;bool&gt; allowQuoting, valuetype System.Nullable`1&lt;bool&gt; allowSparse, bool trimWhitespace, bool groupColumns) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.AutoCatalog.InferColumns(System.String,Microsoft.ML.AutoML.ColumnInformation,System.Nullable{System.Char},System.Nullable{System.Boolean},System.Nullable{System.Boolean},System.Boolean,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="Public Function InferColumns (path As String, columnInformation As ColumnInformation, Optional separatorChar As Nullable(Of Char) = null, Optional allowQuoting As Nullable(Of Boolean) = null, Optional allowSparse As Nullable(Of Boolean) = null, Optional trimWhitespace As Boolean = false, Optional groupColumns As Boolean = true) As ColumnInferenceResults" />
<MemberSignature Language="F#" Value="member this.InferColumns : string * Microsoft.ML.AutoML.ColumnInformation * Nullable&lt;char&gt; * Nullable&lt;bool&gt; * Nullable&lt;bool&gt; * bool * bool -&gt; Microsoft.ML.AutoML.ColumnInferenceResults" Usage="autoCatalog.InferColumns (path, columnInformation, separatorChar, allowQuoting, allowSparse, trimWhitespace, groupColumns)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -314,7 +315,7 @@
</Docs>
</Member>
<Member MemberName="InferColumns">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ColumnInferenceResults InferColumns (string path, string labelColumnName = &quot;Label&quot;, Nullable&lt;char&gt; separatorChar = null, Nullable&lt;bool&gt; allowQuoting = null, Nullable&lt;bool&gt; allowSparse = null, bool trimWhitespace = false, bool groupColumns = true);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ColumnInferenceResults InferColumns (string path, string labelColumnName = &quot;Label&quot;, char? separatorChar = default, bool? allowQuoting = default, bool? allowSparse = default, bool trimWhitespace = false, bool groupColumns = true);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.ColumnInferenceResults InferColumns(string path, string labelColumnName, valuetype System.Nullable`1&lt;char&gt; separatorChar, valuetype System.Nullable`1&lt;bool&gt; allowQuoting, valuetype System.Nullable`1&lt;bool&gt; allowSparse, bool trimWhitespace, bool groupColumns) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.AutoCatalog.InferColumns(System.String,System.String,System.Nullable{System.Char},System.Nullable{System.Boolean},System.Nullable{System.Boolean},System.Boolean,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="Public Function InferColumns (path As String, Optional labelColumnName As String = &quot;Label&quot;, Optional separatorChar As Nullable(Of Char) = null, Optional allowQuoting As Nullable(Of Boolean) = null, Optional allowSparse As Nullable(Of Boolean) = null, Optional trimWhitespace As Boolean = false, Optional groupColumns As Boolean = true) As ColumnInferenceResults" />
@ -361,7 +362,7 @@
</Docs>
</Member>
<Member MemberName="InferColumns">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ColumnInferenceResults InferColumns (string path, uint labelColumnIndex, bool hasHeader = false, Nullable&lt;char&gt; separatorChar = null, Nullable&lt;bool&gt; allowQuoting = null, Nullable&lt;bool&gt; allowSparse = null, bool trimWhitespace = false, bool groupColumns = true);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ColumnInferenceResults InferColumns (string path, uint labelColumnIndex, bool hasHeader = false, char? separatorChar = default, bool? allowQuoting = default, bool? allowSparse = default, bool trimWhitespace = false, bool groupColumns = true);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.ColumnInferenceResults InferColumns(string path, unsigned int32 labelColumnIndex, bool hasHeader, valuetype System.Nullable`1&lt;char&gt; separatorChar, valuetype System.Nullable`1&lt;bool&gt; allowQuoting, valuetype System.Nullable`1&lt;bool&gt; allowSparse, bool trimWhitespace, bool groupColumns) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.AutoCatalog.InferColumns(System.String,System.UInt32,System.Boolean,System.Nullable{System.Char},System.Nullable{System.Boolean},System.Nullable{System.Boolean},System.Boolean,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="Public Function InferColumns (path As String, labelColumnIndex As UInteger, Optional hasHeader As Boolean = false, Optional separatorChar As Nullable(Of Char) = null, Optional allowQuoting As Nullable(Of Boolean) = null, Optional allowSparse As Nullable(Of Boolean) = null, Optional trimWhitespace As Boolean = false, Optional groupColumns As Boolean = true) As ColumnInferenceResults" />

Просмотреть файл

@ -35,9 +35,10 @@
</Docs>
<Members>
<Member MemberName="Execute">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.AutoML.ColumnInformation columnInformation, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = null, IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;TMetrics&gt;&gt; progressHandler = null);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.AutoML.ColumnInformation columnInformation, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = default, IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;TMetrics&gt;&gt; progressHandler = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.ExperimentResult`1&lt;!TMetrics&gt; Execute(class Microsoft.ML.IDataView trainData, class Microsoft.ML.AutoML.ColumnInformation columnInformation, class Microsoft.ML.IEstimator`1&lt;class Microsoft.ML.ITransformer&gt; preFeaturizer, class System.IProgress`1&lt;class Microsoft.ML.AutoML.RunDetail`1&lt;!TMetrics&gt;&gt; progressHandler) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.ExperimentBase`2.Execute(Microsoft.ML.IDataView,Microsoft.ML.AutoML.ColumnInformation,Microsoft.ML.IEstimator{Microsoft.ML.ITransformer},System.IProgress{Microsoft.ML.AutoML.RunDetail{`0}})" />
<MemberSignature Language="VB.NET" Value="Public Function Execute (trainData As IDataView, columnInformation As ColumnInformation, Optional preFeaturizer As IEstimator(Of ITransformer) = null, Optional progressHandler As IProgress(Of RunDetail(Of TMetrics)) = null) As ExperimentResult(Of TMetrics)" />
<MemberSignature Language="F#" Value="member this.Execute : Microsoft.ML.IDataView * Microsoft.ML.AutoML.ColumnInformation * Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; * IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;'Metrics&gt;&gt; -&gt; Microsoft.ML.AutoML.ExperimentResult&lt;'Metrics (requires 'Metrics : null)&gt;" Usage="experimentBase.Execute (trainData, columnInformation, preFeaturizer, progressHandler)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -75,9 +76,10 @@
</Docs>
</Member>
<Member MemberName="Execute">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.IDataView validationData, Microsoft.ML.AutoML.ColumnInformation columnInformation, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = null, IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;TMetrics&gt;&gt; progressHandler = null);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.IDataView validationData, Microsoft.ML.AutoML.ColumnInformation columnInformation, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = default, IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;TMetrics&gt;&gt; progressHandler = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.ExperimentResult`1&lt;!TMetrics&gt; Execute(class Microsoft.ML.IDataView trainData, class Microsoft.ML.IDataView validationData, class Microsoft.ML.AutoML.ColumnInformation columnInformation, class Microsoft.ML.IEstimator`1&lt;class Microsoft.ML.ITransformer&gt; preFeaturizer, class System.IProgress`1&lt;class Microsoft.ML.AutoML.RunDetail`1&lt;!TMetrics&gt;&gt; progressHandler) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.ExperimentBase`2.Execute(Microsoft.ML.IDataView,Microsoft.ML.IDataView,Microsoft.ML.AutoML.ColumnInformation,Microsoft.ML.IEstimator{Microsoft.ML.ITransformer},System.IProgress{Microsoft.ML.AutoML.RunDetail{`0}})" />
<MemberSignature Language="VB.NET" Value="Public Function Execute (trainData As IDataView, validationData As IDataView, columnInformation As ColumnInformation, Optional preFeaturizer As IEstimator(Of ITransformer) = null, Optional progressHandler As IProgress(Of RunDetail(Of TMetrics)) = null) As ExperimentResult(Of TMetrics)" />
<MemberSignature Language="F#" Value="member this.Execute : Microsoft.ML.IDataView * Microsoft.ML.IDataView * Microsoft.ML.AutoML.ColumnInformation * Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; * IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;'Metrics&gt;&gt; -&gt; Microsoft.ML.AutoML.ExperimentResult&lt;'Metrics (requires 'Metrics : null)&gt;" Usage="experimentBase.Execute (trainData, validationData, columnInformation, preFeaturizer, progressHandler)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -117,7 +119,7 @@
</Docs>
</Member>
<Member MemberName="Execute">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.IDataView validationData, string labelColumnName = &quot;Label&quot;, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = null, IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;TMetrics&gt;&gt; progressHandler = null);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.IDataView validationData, string labelColumnName = &quot;Label&quot;, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = default, IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;TMetrics&gt;&gt; progressHandler = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.ExperimentResult`1&lt;!TMetrics&gt; Execute(class Microsoft.ML.IDataView trainData, class Microsoft.ML.IDataView validationData, string labelColumnName, class Microsoft.ML.IEstimator`1&lt;class Microsoft.ML.ITransformer&gt; preFeaturizer, class System.IProgress`1&lt;class Microsoft.ML.AutoML.RunDetail`1&lt;!TMetrics&gt;&gt; progressHandler) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.ExperimentBase`2.Execute(Microsoft.ML.IDataView,Microsoft.ML.IDataView,System.String,Microsoft.ML.IEstimator{Microsoft.ML.ITransformer},System.IProgress{Microsoft.ML.AutoML.RunDetail{`0}})" />
<MemberSignature Language="VB.NET" Value="Public Function Execute (trainData As IDataView, validationData As IDataView, Optional labelColumnName As String = &quot;Label&quot;, Optional preFeaturizer As IEstimator(Of ITransformer) = null, Optional progressHandler As IProgress(Of RunDetail(Of TMetrics)) = null) As ExperimentResult(Of TMetrics)" />
@ -160,7 +162,7 @@
</Docs>
</Member>
<Member MemberName="Execute">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, string labelColumnName = &quot;Label&quot;, string samplingKeyColumn = null, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = null, IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;TMetrics&gt;&gt; progressHandler = null);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.ExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, string labelColumnName = &quot;Label&quot;, string samplingKeyColumn = default, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = default, IProgress&lt;Microsoft.ML.AutoML.RunDetail&lt;TMetrics&gt;&gt; progressHandler = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.ExperimentResult`1&lt;!TMetrics&gt; Execute(class Microsoft.ML.IDataView trainData, string labelColumnName, string samplingKeyColumn, class Microsoft.ML.IEstimator`1&lt;class Microsoft.ML.ITransformer&gt; preFeaturizer, class System.IProgress`1&lt;class Microsoft.ML.AutoML.RunDetail`1&lt;!TMetrics&gt;&gt; progressHandler) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.ExperimentBase`2.Execute(Microsoft.ML.IDataView,System.String,System.String,Microsoft.ML.IEstimator{Microsoft.ML.ITransformer},System.IProgress{Microsoft.ML.AutoML.RunDetail{`0}})" />
<MemberSignature Language="VB.NET" Value="Public Function Execute (trainData As IDataView, Optional labelColumnName As String = &quot;Label&quot;, Optional samplingKeyColumn As String = null, Optional preFeaturizer As IEstimator(Of ITransformer) = null, Optional progressHandler As IProgress(Of RunDetail(Of TMetrics)) = null) As ExperimentResult(Of TMetrics)" />
@ -204,9 +206,10 @@
</Docs>
</Member>
<Member MemberName="Execute">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.CrossValidationExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, uint numberOfCVFolds, Microsoft.ML.AutoML.ColumnInformation columnInformation = null, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = null, IProgress&lt;Microsoft.ML.AutoML.CrossValidationRunDetail&lt;TMetrics&gt;&gt; progressHandler = null);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.CrossValidationExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, uint numberOfCVFolds, Microsoft.ML.AutoML.ColumnInformation columnInformation = default, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = default, IProgress&lt;Microsoft.ML.AutoML.CrossValidationRunDetail&lt;TMetrics&gt;&gt; progressHandler = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.CrossValidationExperimentResult`1&lt;!TMetrics&gt; Execute(class Microsoft.ML.IDataView trainData, unsigned int32 numberOfCVFolds, class Microsoft.ML.AutoML.ColumnInformation columnInformation, class Microsoft.ML.IEstimator`1&lt;class Microsoft.ML.ITransformer&gt; preFeaturizer, class System.IProgress`1&lt;class Microsoft.ML.AutoML.CrossValidationRunDetail`1&lt;!TMetrics&gt;&gt; progressHandler) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.ExperimentBase`2.Execute(Microsoft.ML.IDataView,System.UInt32,Microsoft.ML.AutoML.ColumnInformation,Microsoft.ML.IEstimator{Microsoft.ML.ITransformer},System.IProgress{Microsoft.ML.AutoML.CrossValidationRunDetail{`0}})" />
<MemberSignature Language="VB.NET" Value="Public Function Execute (trainData As IDataView, numberOfCVFolds As UInteger, Optional columnInformation As ColumnInformation = null, Optional preFeaturizer As IEstimator(Of ITransformer) = null, Optional progressHandler As IProgress(Of CrossValidationRunDetail(Of TMetrics)) = null) As CrossValidationExperimentResult(Of TMetrics)" />
<MemberSignature Language="F#" Value="member this.Execute : Microsoft.ML.IDataView * uint32 * Microsoft.ML.AutoML.ColumnInformation * Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; * IProgress&lt;Microsoft.ML.AutoML.CrossValidationRunDetail&lt;'Metrics&gt;&gt; -&gt; Microsoft.ML.AutoML.CrossValidationExperimentResult&lt;'Metrics (requires 'Metrics : null)&gt;" Usage="experimentBase.Execute (trainData, numberOfCVFolds, columnInformation, preFeaturizer, progressHandler)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -246,7 +249,7 @@
</Docs>
</Member>
<Member MemberName="Execute">
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.CrossValidationExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, uint numberOfCVFolds, string labelColumnName = &quot;Label&quot;, string samplingKeyColumn = null, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = null, Progress&lt;Microsoft.ML.AutoML.CrossValidationRunDetail&lt;TMetrics&gt;&gt; progressHandler = null);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.AutoML.CrossValidationExperimentResult&lt;TMetrics&gt; Execute (Microsoft.ML.IDataView trainData, uint numberOfCVFolds, string labelColumnName = &quot;Label&quot;, string samplingKeyColumn = default, Microsoft.ML.IEstimator&lt;Microsoft.ML.ITransformer&gt; preFeaturizer = default, Progress&lt;Microsoft.ML.AutoML.CrossValidationRunDetail&lt;TMetrics&gt;&gt; progressHandler = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.AutoML.CrossValidationExperimentResult`1&lt;!TMetrics&gt; Execute(class Microsoft.ML.IDataView trainData, unsigned int32 numberOfCVFolds, string labelColumnName, string samplingKeyColumn, class Microsoft.ML.IEstimator`1&lt;class Microsoft.ML.ITransformer&gt; preFeaturizer, class System.Progress`1&lt;class Microsoft.ML.AutoML.CrossValidationRunDetail`1&lt;!TMetrics&gt;&gt; progressHandler) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.ExperimentBase`2.Execute(Microsoft.ML.IDataView,System.UInt32,System.String,System.String,Microsoft.ML.IEstimator{Microsoft.ML.ITransformer},System.Progress{Microsoft.ML.AutoML.CrossValidationRunDetail{`0}})" />
<MemberSignature Language="VB.NET" Value="Public Function Execute (trainData As IDataView, numberOfCVFolds As UInteger, Optional labelColumnName As String = &quot;Label&quot;, Optional samplingKeyColumn As String = null, Optional preFeaturizer As IEstimator(Of ITransformer) = null, Optional progressHandler As Progress(Of CrossValidationRunDetail(Of TMetrics)) = null) As CrossValidationExperimentResult(Of TMetrics)" />

Просмотреть файл

@ -22,6 +22,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.AutoML.AutoCatalog Auto (this Microsoft.ML.MLContext mlContext);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.AutoML.AutoCatalog Auto(class Microsoft.ML.MLContext mlContext) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.AutoML.MLContextExtension.Auto(Microsoft.ML.MLContext)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Auto (mlContext As MLContext) As AutoCatalog" />
<MemberSignature Language="F#" Value="static member Auto : Microsoft.ML.MLContext -&gt; Microsoft.ML.AutoML.AutoCatalog" Usage="Microsoft.ML.AutoML.MLContextExtension.Auto mlContext" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -48,7 +48,7 @@
</summary>
<value>To be added.</value>
<remarks>
If an exception occurred, it's possible some properties in ths object
If an exception occurred, it's possible some properties in this object
(like <see cref="P:Microsoft.ML.AutoML.RunDetail`1.Model" />) could be <see langword="null" />.
</remarks>
</Docs>

Просмотреть файл

@ -44,7 +44,7 @@
</summary>
<value>To be added.</value>
<remarks>
If an exception occurred, it's possible some properties in ths object
If an exception occurred, it's possible some properties in this object
(like <see cref="P:Microsoft.ML.AutoML.TrainResult`1.Model" />) could be <see langword="null" />.
</remarks>
</Docs>

Просмотреть файл

@ -57,8 +57,7 @@
<Parameter Name="input" Type="Microsoft.ML.IDataView" />
</Parameters>
<Docs>
<param name="input">
</param>
<param name="input" />
<summary>
Fits the scored <see cref="T:Microsoft.ML.IDataView" /> creating a <see cref="T:Microsoft.ML.Calibrators.CalibratorTransformer`1" /> that can transform the data by adding a
<see cref="F:Microsoft.ML.Data.DefaultColumnNames.Probability" /> column containing the calibrated <see cref="F:Microsoft.ML.Data.DefaultColumnNames.Score" />.
@ -73,6 +72,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance class Microsoft.ML.SchemaShape Microsoft.ML.IEstimator&lt;Microsoft.ML.Calibrators.CalibratorTransformer&lt;TICalibrator&gt;&gt;.GetOutputSchema(class Microsoft.ML.SchemaShape inputSchema) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Calibrators.CalibratorEstimatorBase`1.Microsoft#ML#IEstimator&lt;Microsoft#ML#Calibrators#CalibratorTransformer&lt;TICalibrator&gt;&gt;#GetOutputSchema(Microsoft.ML.SchemaShape)" />
<MemberSignature Language="VB.NET" Value="Function GetOutputSchema (inputSchema As SchemaShape) As SchemaShape Implements IEstimator(Of CalibratorTransformer(Of TICalibrator)).GetOutputSchema" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.IEstimator&lt;Microsoft.ML.Calibrators.CalibratorTransformer&lt;TICalibrator&gt;&gt;.GetOutputSchema : Microsoft.ML.SchemaShape -&gt; Microsoft.ML.SchemaShape&#xA;override this.Microsoft.ML.IEstimator&lt;Microsoft.ML.Calibrators.CalibratorTransformer&lt;TICalibrator&gt;&gt;.GetOutputSchema : Microsoft.ML.SchemaShape -&gt; Microsoft.ML.SchemaShape" Usage="calibratorEstimatorBase.Microsoft.ML.IEstimator&lt;Microsoft.ML.Calibrators.CalibratorTransformer&lt;TICalibrator&gt;&gt;.GetOutputSchema inputSchema" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.IEstimator`1.GetOutputSchema(Microsoft.ML.SchemaShape)</InterfaceMember>

Просмотреть файл

@ -53,7 +53,7 @@
<MemberSignature Language="ILAsm" Value=".property instance !TICalibrator Microsoft.ML.IPredictionTransformer&lt;TICalibrator&gt;.Model" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.Calibrators.CalibratorTransformer`1.Microsoft#ML#IPredictionTransformer&lt;TICalibrator&gt;#Model" />
<MemberSignature Language="VB.NET" Value=" ReadOnly Property Model As TICalibrator Implements IPredictionTransformer(Of TICalibrator).Model" />
<MemberSignature Language="F#" Usage="Microsoft.ML.IPredictionTransformer&lt;TICalibrator&gt;.Model" />
<MemberSignature Language="F#" Value="member this.Microsoft.ML.IPredictionTransformer&lt;TICalibrator&gt;.Model : 'ICalibrator" Usage="Microsoft.ML.IPredictionTransformer&lt;TICalibrator&gt;.Model" />
<MemberType>Property</MemberType>
<Implements>
<InterfaceMember>P:Microsoft.ML.IPredictionTransformer`1.Model</InterfaceMember>
@ -76,7 +76,7 @@
<MemberSignature Language="ILAsm" Value=".property instance string Microsoft.ML.ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;.FeatureColumnName" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.Calibrators.CalibratorTransformer`1.Microsoft#ML#ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;#FeatureColumnName" />
<MemberSignature Language="VB.NET" Value=" ReadOnly Property FeatureColumnName As String Implements ISingleFeaturePredictionTransformer(Of TICalibrator).FeatureColumnName" />
<MemberSignature Language="F#" Usage="Microsoft.ML.ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;.FeatureColumnName" />
<MemberSignature Language="F#" Value="member this.Microsoft.ML.ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;.FeatureColumnName : string" Usage="Microsoft.ML.ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;.FeatureColumnName" />
<MemberType>Property</MemberType>
<Implements>
<InterfaceMember>P:Microsoft.ML.ISingleFeaturePredictionTransformer`1.FeatureColumnName</InterfaceMember>
@ -99,7 +99,7 @@
<MemberSignature Language="ILAsm" Value=".property instance class Microsoft.ML.Data.DataViewType Microsoft.ML.ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;.FeatureColumnType" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.Calibrators.CalibratorTransformer`1.Microsoft#ML#ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;#FeatureColumnType" />
<MemberSignature Language="VB.NET" Value=" ReadOnly Property FeatureColumnType As DataViewType Implements ISingleFeaturePredictionTransformer(Of TICalibrator).FeatureColumnType" />
<MemberSignature Language="F#" Usage="Microsoft.ML.ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;.FeatureColumnType" />
<MemberSignature Language="F#" Value="member this.Microsoft.ML.ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;.FeatureColumnType : Microsoft.ML.Data.DataViewType" Usage="Microsoft.ML.ISingleFeaturePredictionTransformer&lt;TICalibrator&gt;.FeatureColumnType" />
<MemberType>Property</MemberType>
<Implements>
<InterfaceMember>P:Microsoft.ML.ISingleFeaturePredictionTransformer`1.FeatureColumnType</InterfaceMember>
@ -122,7 +122,7 @@
<MemberSignature Language="ILAsm" Value=".property instance bool Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.Calibrators.CalibratorTransformer`1.Microsoft#ML#ITransformer#IsRowToRowMapper" />
<MemberSignature Language="VB.NET" Value=" ReadOnly Property IsRowToRowMapper As Boolean Implements ITransformer.IsRowToRowMapper" />
<MemberSignature Language="F#" Usage="Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberSignature Language="F#" Value="member this.Microsoft.ML.ITransformer.IsRowToRowMapper : bool" Usage="Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberType>Property</MemberType>
<Implements>
<InterfaceMember>P:Microsoft.ML.ITransformer.IsRowToRowMapper</InterfaceMember>

Просмотреть файл

@ -22,7 +22,7 @@
<Docs>
<summary>
The Platt calibrator calculates the probability following:
P(x) = 1 / (1 + exp(-<see cref="P:Microsoft.ML.Calibrators.PlattCalibrator.Slope" /> * x + <see cref="P:Microsoft.ML.Calibrators.PlattCalibrator.Offset" />)
P(x) = 1 / (1 + exp(<see cref="P:Microsoft.ML.Calibrators.PlattCalibrator.Slope" /> * x + <see cref="P:Microsoft.ML.Calibrators.PlattCalibrator.Offset" />)
</summary>
<remarks>To be added.</remarks>
</Docs>
@ -32,6 +32,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance void Microsoft.ML.ICanSaveModel.Save(class Microsoft.ML.ModelSaveContext ctx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Calibrators.PlattCalibrator.Microsoft#ML#ICanSaveModel#Save(Microsoft.ML.ModelSaveContext)" />
<MemberSignature Language="VB.NET" Value="Sub Save (ctx As ModelSaveContext) Implements ICanSaveModel.Save" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit&#xA;override this.Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit" Usage="plattCalibrator.Microsoft.ML.ICanSaveModel.Save ctx" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ICanSaveModel.Save(Microsoft.ML.ModelSaveContext)</InterfaceMember>

Просмотреть файл

@ -0,0 +1,41 @@
<Type Name="IWritable" FullName="Microsoft.ML.CodeGenerator.CodeGenerator.IWritable">
<TypeSignature Language="C#" Value="public interface IWritable" />
<TypeSignature Language="ILAsm" Value=".class public interface auto ansi abstract IWritable" />
<TypeSignature Language="DocId" Value="T:Microsoft.ML.CodeGenerator.CodeGenerator.IWritable" />
<TypeSignature Language="VB.NET" Value="Public Interface IWritable" />
<TypeSignature Language="F#" Value="type IWritable = interface" />
<AssemblyInfo>
<AssemblyName>Microsoft.ML.CodeGenerator</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Interfaces />
<Docs>
<summary>To be added.</summary>
<remarks>To be added.</remarks>
</Docs>
<Members>
<Member MemberName="WriteToDisk">
<MemberSignature Language="C#" Value="public void WriteToDisk (string path);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig newslot virtual instance void WriteToDisk(string path) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.CodeGenerator.CodeGenerator.IWritable.WriteToDisk(System.String)" />
<MemberSignature Language="VB.NET" Value="Public Sub WriteToDisk (path As String)" />
<MemberSignature Language="F#" Value="abstract member WriteToDisk : string -&gt; unit" Usage="iWritable.WriteToDisk path" />
<MemberType>Method</MemberType>
<AssemblyInfo>
<AssemblyName>Microsoft.ML.CodeGenerator</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Void</ReturnType>
</ReturnValue>
<Parameters>
<Parameter Name="path" Type="System.String" />
</Parameters>
<Docs>
<param name="path">To be added.</param>
<summary>To be added.</summary>
<remarks>To be added.</remarks>
</Docs>
</Member>
</Members>
</Type>

Просмотреть файл

@ -0,0 +1,62 @@
<Type Name="ICSharpFile" FullName="Microsoft.ML.CodeGenerator.ICSharpFile">
<TypeSignature Language="C#" Value="public interface ICSharpFile : Microsoft.ML.CodeGenerator.CodeGenerator.IWritable" />
<TypeSignature Language="ILAsm" Value=".class public interface auto ansi abstract ICSharpFile implements class Microsoft.ML.CodeGenerator.CodeGenerator.IWritable" />
<TypeSignature Language="DocId" Value="T:Microsoft.ML.CodeGenerator.ICSharpFile" />
<TypeSignature Language="VB.NET" Value="Public Interface ICSharpFile&#xA;Implements IWritable" />
<TypeSignature Language="F#" Value="type ICSharpFile = interface&#xA; interface IWritable" />
<AssemblyInfo>
<AssemblyName>Microsoft.ML.CodeGenerator</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Interfaces>
<Interface>
<InterfaceName>Microsoft.ML.CodeGenerator.CodeGenerator.IWritable</InterfaceName>
</Interface>
</Interfaces>
<Docs>
<summary>To be added.</summary>
<remarks>To be added.</remarks>
</Docs>
<Members>
<Member MemberName="File">
<MemberSignature Language="C#" Value="public string File { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance string File" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.CodeGenerator.ICSharpFile.File" />
<MemberSignature Language="VB.NET" Value="Public Property File As String" />
<MemberSignature Language="F#" Value="member this.File : string with get, set" Usage="Microsoft.ML.CodeGenerator.ICSharpFile.File" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Microsoft.ML.CodeGenerator</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.String</ReturnType>
</ReturnValue>
<Docs>
<summary>To be added.</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="Name">
<MemberSignature Language="C#" Value="public string Name { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance string Name" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.CodeGenerator.ICSharpFile.Name" />
<MemberSignature Language="VB.NET" Value="Public Property Name As String" />
<MemberSignature Language="F#" Value="member this.Name : string with get, set" Usage="Microsoft.ML.CodeGenerator.ICSharpFile.Name" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Microsoft.ML.CodeGenerator</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.String</ReturnType>
</ReturnValue>
<Docs>
<summary>To be added.</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
</Members>
</Type>

Просмотреть файл

@ -41,7 +41,8 @@
<remarks>
The area under the ROC curve is equal to the probability that the algorithm ranks
a randomly chosen positive instance higher than a randomly chosen negative one
(assuming 'positive' ranks higher than 'negative').
(assuming 'positive' ranks higher than 'negative'). Area under the ROC curve ranges between
0 and 1, with a value closer to 1 indicating a better model.
</remarks>
</Docs>
</Member>
@ -61,7 +62,8 @@
</ReturnValue>
<Docs>
<summary>
Detection rate at K false positives.
Detection rate at K false positives. This gives the ratio of correctly identified anomalies given
the specified number of false positives. A value closer to 1 indicates a better model.
</summary>
<value>To be added.</value>
<remarks>

Просмотреть файл

@ -91,8 +91,10 @@
<remarks>
The area under the ROC curve is equal to the probability that the classifier ranks
a randomly chosen positive instance higher than a randomly chosen negative one
(assuming 'positive' ranks higher than 'negative').
</remarks>
(assuming 'positive' ranks higher than 'negative'). Area under the ROC curve ranges between
0 and 1, with a value closer to 1 indicating a better model.
<a href="https://en.wikipedia.org/wiki/Receiver_operating_characteristic#Area_under_the_curve">Area Under ROC Curve</a></remarks>
</Docs>
</Member>
<Member MemberName="ConfusionMatrix">
@ -134,11 +136,13 @@
</ReturnValue>
<Docs>
<summary>
Gets the F1 score of the classifier.
Gets the F1 score of the classifier, which is a measure of the classifier's quality considering
both precision and recall.
</summary>
<value>To be added.</value>
<remarks>
F1 score is the harmonic mean of precision and recall: 2 * precision * recall / (precision + recall).
F1 ranges between 0 and 1, with a value of 1 indicating perfect precision and recall.
</remarks>
</Docs>
</Member>

Просмотреть файл

@ -35,10 +35,18 @@
</ReturnValue>
<Docs>
<summary>
Gets the test-set entropy (prior Log-Loss/instance) of the classifier.
Gets the test-set entropy, which is the prior log-loss based on the proportion of positive
and negative instances in the test set. A classifier's <see cref="P:Microsoft.ML.Data.CalibratedBinaryClassificationMetrics.LogLoss" /> lower than
the entropy indicates that a classifier does better than predicting the proportion of positive
instances as the probability for each instance.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
<remarks>
<format type="text/markdown"><![CDATA[
$Entropy = -p log_2(p) - (1 - p) log_2(1 - p)$, where $p$ is the proportion of the positive class
in the test set.
]]></format>
</remarks>
</Docs>
</Member>
<Member MemberName="LogLoss">
@ -57,15 +65,20 @@
</ReturnValue>
<Docs>
<summary>
Gets the log-loss of the classifier.
Gets the log-loss of the classifier. Log-loss measures the performance of a classifier
with respect to how much the predicted probabilities diverge from the true class label. Lower
log-loss indicates a better model. A perfect model, which predicts a probability of 1 for the
true class, will have a log-loss of 0.
</summary>
<value>To be added.</value>
<remarks>
<format type="text/markdown"><![CDATA[
The log-loss metric, is computed as follows:
LL = - (1/m) * sum( log(p[i]))
where m is the number of instances in the test set.
p[i] is the probability returned by the classifier if the instance belongs to class 1,
$LogLoss = - \frac{1}{m} \sum{i = 1}^m ln(p_i)$
where m is the number of instances in the test set and
$p_i$ is the probability returned by the classifier if the instance belongs to class 1,
and 1 minus the probability returned by the classifier if the instance belongs to class 0.
]]></format>
</remarks>
</Docs>
</Member>
@ -86,15 +99,18 @@
<Docs>
<summary>
Gets the log-loss reduction (also known as relative log-loss, or reduction in information gain - RIG)
of the classifier.
of the classifier. It gives a measure of how much a model improves on a model that gives random predictions.
Log-loss reduction closer to 1 indicates a better model.
</summary>
<value>To be added.</value>
<remarks>
<format type="text/markdown"><![CDATA[
The log-loss reduction is scaled relative to a classifier that predicts the prior for every example:
(LL(prior) - LL(classifier)) / LL(prior)
$LogLossReduction = \frac{LogLoss(prior) - LogLoss(classifier)}{LogLoss(prior)}
This metric can be interpreted as the advantage of the classifier over a random prediction.
For example, if the RIG equals 0.2, it can be interpreted as "the probability of a correct prediction is
20% better than random guessing."
20% better than random guessing".
]]></format>
</remarks>
</Docs>
</Member>

Просмотреть файл

@ -37,7 +37,7 @@
<summary>
Average Score. For the K-Means algorithm, the 'score' is the distance from the centroid to the example.
The average score is, therefore, a measure of proximity of the examples to cluster centroids.
In other words, it's the 'cluster tightness' measure.
In other words, it is a measure of 'cluster tightness'.
Note however, that this metric will only decrease if the number of clusters is increased,
and in the extreme case (where each distinct example is its own cluster) it will be equal to zero.
</summary>
@ -88,7 +88,7 @@
Normalized Mutual Information is a measure of the mutual dependence of the variables.
This metric is only calculated if the Label column is provided.
</summary>
<value> Its value ranged from 0 to 1, where higher numbers are better.</value>
<value> Its value ranges from 0 to 1, where higher numbers are better.</value>
<remarks>
<a href="http://en.wikipedia.org/wiki/Mutual_information#Normalized_variants">Normalized variants.</a>
</remarks>

Просмотреть файл

@ -24,6 +24,7 @@
<MemberSignature Language="C#" Value="public static System.Collections.Generic.IEnumerable&lt;T&gt; GetColumn&lt;T&gt; (this Microsoft.ML.IDataView data, Microsoft.ML.DataViewSchema.Column column);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class System.Collections.Generic.IEnumerable`1&lt;!!T&gt; GetColumn&lt;T&gt;(class Microsoft.ML.IDataView data, valuetype Microsoft.ML.DataViewSchema/Column column) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.ColumnCursorExtensions.GetColumn``1(Microsoft.ML.IDataView,Microsoft.ML.DataViewSchema.Column)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function GetColumn(Of T) (data As IDataView, column As DataViewSchema.Column) As IEnumerable(Of T)" />
<MemberSignature Language="F#" Value="static member GetColumn : Microsoft.ML.IDataView * Microsoft.ML.DataViewSchema.Column -&gt; seq&lt;'T&gt;" Usage="Microsoft.ML.Data.ColumnCursorExtensions.GetColumn (data, column)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -39,7 +39,7 @@
</Docs>
<Members>
<Member MemberName=".ctor">
<MemberSignature Language="C#" Value="public CompositeDataLoader (Microsoft.ML.IDataLoader&lt;TSource&gt; loader, Microsoft.ML.Data.TransformerChain&lt;TLastTransformer&gt; transformerChain = null);" />
<MemberSignature Language="C#" Value="public CompositeDataLoader (Microsoft.ML.IDataLoader&lt;TSource&gt; loader, Microsoft.ML.Data.TransformerChain&lt;TLastTransformer&gt; transformerChain = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.IDataLoader`1&lt;!TSource&gt; loader, class Microsoft.ML.Data.TransformerChain`1&lt;!TLastTransformer&gt; transformerChain) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.CompositeDataLoader`2.#ctor(Microsoft.ML.IDataLoader{`0},Microsoft.ML.Data.TransformerChain{`1})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (loader As IDataLoader(Of TSource), Optional transformerChain As TransformerChain(Of TLastTransformer) = null)" />
@ -175,6 +175,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance void Microsoft.ML.ICanSaveModel.Save(class Microsoft.ML.ModelSaveContext ctx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.CompositeDataLoader`2.Microsoft#ML#ICanSaveModel#Save(Microsoft.ML.ModelSaveContext)" />
<MemberSignature Language="VB.NET" Value="Sub Save (ctx As ModelSaveContext) Implements ICanSaveModel.Save" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit&#xA;override this.Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit" Usage="compositeDataLoader.Microsoft.ML.ICanSaveModel.Save ctx" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ICanSaveModel.Save(Microsoft.ML.ModelSaveContext)</InterfaceMember>

Просмотреть файл

@ -36,7 +36,7 @@
</Docs>
<Members>
<Member MemberName=".ctor">
<MemberSignature Language="C#" Value="public CompositeLoaderEstimator (Microsoft.ML.IDataLoaderEstimator&lt;TSource,Microsoft.ML.IDataLoader&lt;TSource&gt;&gt; start, Microsoft.ML.Data.EstimatorChain&lt;TLastTransformer&gt; estimatorChain = null);" />
<MemberSignature Language="C#" Value="public CompositeLoaderEstimator (Microsoft.ML.IDataLoaderEstimator&lt;TSource,Microsoft.ML.IDataLoader&lt;TSource&gt;&gt; start, Microsoft.ML.Data.EstimatorChain&lt;TLastTransformer&gt; estimatorChain = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.IDataLoaderEstimator`2&lt;!TSource, class Microsoft.ML.IDataLoader`1&lt;!TSource&gt;&gt; start, class Microsoft.ML.Data.EstimatorChain`1&lt;!TLastTransformer&gt; estimatorChain) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.CompositeLoaderEstimator`2.#ctor(Microsoft.ML.IDataLoaderEstimator{`0,Microsoft.ML.IDataLoader{`0}},Microsoft.ML.Data.EstimatorChain{`1})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (start As IDataLoaderEstimator(Of TSource, IDataLoader(Of TSource)), Optional estimatorChain As EstimatorChain(Of TLastTransformer) = null)" />

Просмотреть файл

@ -22,7 +22,7 @@
| Type | Default Value | IsDefault Indicator |
| -- | -- | -- |
| <xref:Microsoft.ML.Data.DataKind.String> or [text](xref:Microsoft.ML.Data.TextDataViewType) | Empty or `null` string (both result in empty `System.ReadOnlyMemory<char>` | <xref:"System.ReadOnlyMemory`1.IsEmpty*> |
| <xref:Microsoft.ML.Data.DataKind.String> or [text](xref:Microsoft.ML.Data.TextDataViewType) | Empty or `null` string (both result in empty `System.ReadOnlyMemory<char>` | <xref:System.ReadOnlyMemory`1.IsEmpty*> |
| [Key](xref:Microsoft.ML.Data.KeyDataViewType) type (supported by the unsigned integer types in `DataKind`) | Not defined | Always `false` |
| All other types | Default value of the corresponding system type as defined by .NET standard. In C#, default value expression `default(T)` provides that value. | Equality test with the default value |

Просмотреть файл

@ -71,8 +71,7 @@
<Parameter Name="other" Type="Microsoft.ML.Data.DataViewRowId" />
</Parameters>
<Docs>
<param name="other">
</param>
<param name="other" />
<summary>
An operation that treats the value as an unmixed Murmur3 128-bit hash state,
and returns the hash state that would result if we took <paramref name="other" />,

Просмотреть файл

@ -22,9 +22,10 @@
</Docs>
<Members>
<Member MemberName="Register">
<MemberSignature Language="C#" Value="public static void Register (Microsoft.ML.Data.DataViewType dataViewType, Type type, Microsoft.ML.Data.DataViewTypeAttribute typeAttribute = null);" />
<MemberSignature Language="C#" Value="public static void Register (Microsoft.ML.Data.DataViewType dataViewType, Type type, Microsoft.ML.Data.DataViewTypeAttribute typeAttribute = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig void Register(class Microsoft.ML.Data.DataViewType dataViewType, class System.Type type, class Microsoft.ML.Data.DataViewTypeAttribute typeAttribute) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.DataViewTypeManager.Register(Microsoft.ML.Data.DataViewType,System.Type,Microsoft.ML.Data.DataViewTypeAttribute)" />
<MemberSignature Language="VB.NET" Value="Public Shared Sub Register (dataViewType As DataViewType, type As Type, Optional typeAttribute As DataViewTypeAttribute = null)" />
<MemberSignature Language="F#" Value="static member Register : Microsoft.ML.Data.DataViewType * Type * Microsoft.ML.Data.DataViewTypeAttribute -&gt; unit" Usage="Microsoft.ML.Data.DataViewTypeManager.Register (dataViewType, type, typeAttribute)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -54,17 +55,22 @@
<MemberSignature Language="C#" Value="public static void Register (Microsoft.ML.Data.DataViewType dataViewType, Type type, System.Collections.Generic.IEnumerable&lt;Attribute&gt; typeAttributes);" FrameworkAlternate="ml-dotnet;ml-dotnet-1.4.0" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig void Register(class Microsoft.ML.Data.DataViewType dataViewType, class System.Type type, class System.Collections.Generic.IEnumerable`1&lt;class System.Attribute&gt; typeAttributes) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.DataViewTypeManager.Register(Microsoft.ML.Data.DataViewType,System.Type,System.Collections.Generic.IEnumerable{System.Attribute})" />
<MemberSignature Language="VB.NET" Value="Public Shared Sub Register (dataViewType As DataViewType, type As Type, typeAttributes As IEnumerable(Of Attribute))" FrameworkAlternate="ml-dotnet;ml-dotnet-1.4.0" />
<MemberSignature Language="F#" Value="static member Register : Microsoft.ML.Data.DataViewType * Type * seq&lt;Attribute&gt; -&gt; unit" Usage="Microsoft.ML.Data.DataViewTypeManager.Register (dataViewType, type, typeAttributes)" />
<MemberSignature Language="C#" Value="public static void Register (Microsoft.ML.Data.DataViewType dataViewType, Type type, System.Collections.Generic.IEnumerable&lt;Attribute&gt; typeAttributes = null);" FrameworkAlternate="ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1" />
<MemberSignature Language="C#" Value="public static void Register (Microsoft.ML.Data.DataViewType dataViewType, Type type, System.Collections.Generic.IEnumerable&lt;Attribute&gt; typeAttributes = default);" FrameworkAlternate="ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1" />
<MemberSignature Language="VB.NET" Value="Public Shared Sub Register (dataViewType As DataViewType, type As Type, Optional typeAttributes As IEnumerable(Of Attribute) = null)" FrameworkAlternate="ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1" />
<MemberType>Method</MemberType>
<AssemblyInfo>
<AssemblyName>Microsoft.ML.Data</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute FrameworkAlternate="ml-dotnet;ml-dotnet-1.4.0">
<Attribute FrameworkAlternate="ml-dotnet-1.4.0">
<AttributeName>System.Obsolete("This API is depricated, please use the new form of Register which takes in a single DataViewTypeAttribute instead.", false)</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>System.Obsolete("This API is deprecated, please use the new form of Register which takes in a single DataViewTypeAttribute instead.", false)</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Void</ReturnType>

Просмотреть файл

@ -49,6 +49,7 @@
<MemberSignature Language="C#" Value="public Column (string name, System.Data.DbType dbType, int index);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(string name, valuetype System.Data.DbType dbType, int32 index) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.DatabaseLoader.Column.#ctor(System.String,System.Data.DbType,System.Int32)" />
<MemberSignature Language="VB.NET" Value="Public Sub New (name As String, dbType As DbType, index As Integer)" />
<MemberSignature Language="F#" Value="new Microsoft.ML.Data.DatabaseLoader.Column : string * System.Data.DbType * int -&gt; Microsoft.ML.Data.DatabaseLoader.Column" Usage="new Microsoft.ML.Data.DatabaseLoader.Column (name, dbType, index)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -72,9 +73,10 @@
</Docs>
</Member>
<Member MemberName=".ctor">
<MemberSignature Language="C#" Value="public Column (string name, System.Data.DbType dbType, Microsoft.ML.Data.DatabaseLoader.Range[] source, Microsoft.ML.Data.KeyCount keyCount = null);" />
<MemberSignature Language="C#" Value="public Column (string name, System.Data.DbType dbType, Microsoft.ML.Data.DatabaseLoader.Range[] source, Microsoft.ML.Data.KeyCount keyCount = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(string name, valuetype System.Data.DbType dbType, class Microsoft.ML.Data.DatabaseLoader/Range[] source, class Microsoft.ML.Data.KeyCount keyCount) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.DatabaseLoader.Column.#ctor(System.String,System.Data.DbType,Microsoft.ML.Data.DatabaseLoader.Range[],Microsoft.ML.Data.KeyCount)" />
<MemberSignature Language="VB.NET" Value="Public Sub New (name As String, dbType As DbType, source As DatabaseLoader.Range(), Optional keyCount As KeyCount = null)" />
<MemberSignature Language="F#" Value="new Microsoft.ML.Data.DatabaseLoader.Column : string * System.Data.DbType * Microsoft.ML.Data.DatabaseLoader.Range[] * Microsoft.ML.Data.KeyCount -&gt; Microsoft.ML.Data.DatabaseLoader.Column" Usage="new Microsoft.ML.Data.DatabaseLoader.Column (name, dbType, source, keyCount)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -103,6 +105,7 @@
<MemberSignature Language="C#" Value="public Column (string name, System.Data.DbType dbType, int minIndex, int maxIndex);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(string name, valuetype System.Data.DbType dbType, int32 minIndex, int32 maxIndex) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.DatabaseLoader.Column.#ctor(System.String,System.Data.DbType,System.Int32,System.Int32)" />
<MemberSignature Language="VB.NET" Value="Public Sub New (name As String, dbType As DbType, minIndex As Integer, maxIndex As Integer)" />
<MemberSignature Language="F#" Value="new Microsoft.ML.Data.DatabaseLoader.Column : string * System.Data.DbType * int * int -&gt; Microsoft.ML.Data.DatabaseLoader.Column" Usage="new Microsoft.ML.Data.DatabaseLoader.Column (name, dbType, minIndex, maxIndex)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -143,9 +146,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.4.0;ml-dotnet-preview-0.15.1">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="For a key column, this defines the range of values", ShortName="key")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="For a key column, this defines the range of values", ShortName="key")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>Microsoft.ML.Data.KeyCount</ReturnType>
@ -193,7 +199,7 @@
<MemberSignature Language="DocId" Value="F:Microsoft.ML.Data.DatabaseLoader.Column.Source" />
<MemberSignature Language="VB.NET" Value="Public Source As DatabaseLoader.Range() " FrameworkAlternate="ml-dotnet;ml-dotnet-1.4.0" />
<MemberSignature Language="F#" Value="val mutable Source : Microsoft.ML.Data.DatabaseLoader.Range[]" Usage="Microsoft.ML.Data.DatabaseLoader.Column.Source" FrameworkAlternate="ml-dotnet;ml-dotnet-1.4.0" />
<MemberSignature Language="C#" Value="public Nullable&lt;int&gt; Source;" FrameworkAlternate="ml-dotnet-preview-0.15.1" />
<MemberSignature Language="C#" Value="public int? Source;" FrameworkAlternate="ml-dotnet-preview-0.15.1" />
<MemberSignature Language="ILAsm" Value=".field public valuetype System.Nullable`1&lt;int32&gt; Source" FrameworkAlternate="ml-dotnet-preview-0.15.1" />
<MemberSignature Language="VB.NET" Value="Public Source As Nullable(Of Integer) " FrameworkAlternate="ml-dotnet-preview-0.15.1" />
<MemberSignature Language="F#" Value="val mutable Source : Nullable&lt;int&gt;" Usage="Microsoft.ML.Data.DatabaseLoader.Column.Source" FrameworkAlternate="ml-dotnet-preview-0.15.1" />
@ -210,9 +216,12 @@
<Attribute FrameworkAlternate="ml-dotnet-preview-0.15.1">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Source index of the column", ShortName="src")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet;ml-dotnet-1.4.0">
<Attribute FrameworkAlternate="ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Source index range(s) of the column", ShortName="src")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Source index range(s) of the column", ShortName="src")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Nullable&lt;System.Int32&gt;</ReturnType>

Просмотреть файл

@ -58,9 +58,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.4.0;ml-dotnet-preview-0.15.1">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Column groups. Each group is specified as name:type:numeric-ranges, eg, col=Features:R4:1-17,26,35-40", Name="Column", ShortName="col", SortOrder=1)</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Column groups. Each group is specified as name:type:numeric-ranges, eg, col=Features:R4:1-17,26,35-40", Name="Column", ShortName="col", SortOrder=1)</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>Microsoft.ML.Data.DatabaseLoader+Column[]</ReturnType>

Просмотреть файл

@ -96,6 +96,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance void Microsoft.ML.ICanSaveModel.Save(class Microsoft.ML.ModelSaveContext ctx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.DatabaseLoader.Microsoft#ML#ICanSaveModel#Save(Microsoft.ML.ModelSaveContext)" />
<MemberSignature Language="VB.NET" Value="Sub Save (ctx As ModelSaveContext) Implements ICanSaveModel.Save" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit&#xA;override this.Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit" Usage="databaseLoader.Microsoft.ML.ICanSaveModel.Save ctx" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ICanSaveModel.Save(Microsoft.ML.ModelSaveContext)</InterfaceMember>

Просмотреть файл

@ -107,7 +107,12 @@
<param name="env">The host environment to use for caching.</param>
<summary>
Append a 'caching checkpoint' to the estimator chain. This will ensure that the downstream estimators will be trained against
cached data. It is helpful to have a caching checkpoint before trainers that take multiple data passes.
cached data. It is helpful to have a caching checkpoint before trainers or feature engineering that take multiple data passes.
It is also helpful to have after a slow operation, for example after dataset loading from a slow source or after feature
engineering that is slow on its apply phase, if downstream estimators will do multiple passes over the output of this operation.
Adding a cache checkpoint at the end of an <see cref="T:Microsoft.ML.Data.EstimatorChain`1" /> is meaningless and should be avoided.
Cache checkpoints should be removed if disk thrashing or OutOfMemory exceptions are seen, which can occur on when the featured
dataset immediately prior to the checkpoint is larger than available RAM.
</summary>
<returns>To be added.</returns>
<remarks>To be added.</remarks>

Просмотреть файл

@ -61,7 +61,7 @@
</Docs>
</Member>
<Member MemberName="Count">
<MemberSignature Language="C#" Value="public Nullable&lt;ulong&gt; Count;" />
<MemberSignature Language="C#" Value="public ulong? Count;" />
<MemberSignature Language="ILAsm" Value=".field public valuetype System.Nullable`1&lt;unsigned int64&gt; Count" />
<MemberSignature Language="DocId" Value="F:Microsoft.ML.Data.KeyCount.Count" />
<MemberSignature Language="VB.NET" Value="Public Count As Nullable(Of ULong) " />

Просмотреть файл

@ -41,6 +41,7 @@
<MemberSignature Language="C#" Value="public KeyDataViewType (Type type, int count);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class System.Type type, int32 count) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.KeyDataViewType.#ctor(System.Type,System.Int32)" />
<MemberSignature Language="VB.NET" Value="Public Sub New (type As Type, count As Integer)" />
<MemberSignature Language="F#" Value="new Microsoft.ML.Data.KeyDataViewType : Type * int -&gt; Microsoft.ML.Data.KeyDataViewType" Usage="new Microsoft.ML.Data.KeyDataViewType (type, count)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -74,6 +75,7 @@
<MemberSignature Language="C#" Value="public KeyDataViewType (Type type, ulong count);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class System.Type type, unsigned int64 count) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.KeyDataViewType.#ctor(System.Type,System.UInt64)" />
<MemberSignature Language="VB.NET" Value="Public Sub New (type As Type, count As ULong)" />
<MemberSignature Language="F#" Value="new Microsoft.ML.Data.KeyDataViewType : Type * uint64 -&gt; Microsoft.ML.Data.KeyDataViewType" Usage="new Microsoft.ML.Data.KeyDataViewType (type, count)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -211,6 +213,7 @@
<MemberSignature Language="C#" Value="public static bool IsValidDataType (Type type);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig bool IsValidDataType(class System.Type type) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.KeyDataViewType.IsValidDataType(System.Type)" />
<MemberSignature Language="VB.NET" Value="Public Shared Function IsValidDataType (type As Type) As Boolean" />
<MemberSignature Language="F#" Value="static member IsValidDataType : Type -&gt; bool" Usage="Microsoft.ML.Data.KeyDataViewType.IsValidDataType type" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -36,7 +36,7 @@
<Docs>
<summary>
Get the count for the number of samples used. Useful for interpreting
the standard deviation and the stardard error and building confidence intervals.
the standard deviation and the standard error and building confidence intervals.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>

Просмотреть файл

@ -58,15 +58,20 @@
</ReturnValue>
<Docs>
<summary>
Gets the average log-loss of the classifier.
Gets the average log-loss of the classifier. Log-loss measures the performance of a classifier
with respect to how much the predicted probabilities diverge from the true class label. Lower
log-loss indicates a better model. A perfect model, which predicts a probability of 1 for the
true class, will have a log-loss of 0.
</summary>
<value>To be added.</value>
<remarks>
The log-loss metric, is computed as follows:
LL = - (1/m) * sum( log(p[i]))
where m is the number of instances in the test set.
p[i] is the probability returned by the classifier if the instance belongs to class 1,
and 1 minus the probability returned by the classifier if the instance belongs to class 0.
<format type="text/markdown"><![CDATA[
The log-loss metric is computed as follows:
$LogLoss = - \frac{1}{m} \sum_{i = 1}^m log(p_i),
where $m$ is the number of instances in the test set and
$p_i$ is the probability returned by the classifier
of the instance belonging to the true class.
]]></format>
</remarks>
</Docs>
</Member>
@ -87,15 +92,18 @@
<Docs>
<summary>
Gets the log-loss reduction (also known as relative log-loss, or reduction in information gain - RIG)
of the classifier.
of the classifier. It gives a measure of how much a model improves on a model that gives random predictions.
Log-loss reduction closer to 1 indicates a better model.
</summary>
<value>To be added.</value>
<remarks>
<format type="text/markdown"><![CDATA[
The log-loss reduction is scaled relative to a classifier that predicts the prior for every example:
(LL(prior) - LL(classifier)) / LL(prior)
$LogLossReduction = \frac{LogLoss(prior) - LogLoss(classifier)}{LogLoss(prior)}
This metric can be interpreted as the advantage of the classifier over a random prediction.
For example, if the RIG equals 0.2, it can be interpreted as "the probability of a correct prediction is
20% better than random guessing".
]]></format>
</remarks>
</Docs>
</Member>
@ -147,8 +155,9 @@
</summary>
<value>To be added.</value>
<remarks>
The micro-average is the fraction of instances predicted correctly.
The micro-average does not take class membership into account.
The micro-average is the fraction of instances predicted correctly across all classes. Micro-average can
be a more useful metric than macro-average if class imbalance is suspected (i.e. one class has many more
instances than the rest).
</remarks>
</Docs>
</Member>
@ -168,7 +177,10 @@
</ReturnValue>
<Docs>
<summary>
Gets the log-loss of the classifier for each class.
Gets the log-loss of the classifier for each class. Log-loss measures the performance of a classifier
with respect to how much the predicted probabilities diverge from the true class label. Lower
log-loss indicates a better model. A perfect model, which predicts a probability of 1 for the
true class, will have a log-loss of 0.
</summary>
<value>To be added.</value>
<remarks>

Просмотреть файл

@ -70,6 +70,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance void Microsoft.ML.ICanSaveModel.Save(class Microsoft.ML.ModelSaveContext ctx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.PredictionTransformerBase`1.Microsoft#ML#ICanSaveModel#Save(Microsoft.ML.ModelSaveContext)" />
<MemberSignature Language="VB.NET" Value="Sub Save (ctx As ModelSaveContext) Implements ICanSaveModel.Save" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit&#xA;override this.Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit" Usage="predictionTransformerBase.Microsoft.ML.ICanSaveModel.Save ctx" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ICanSaveModel.Save(Microsoft.ML.ModelSaveContext)</InterfaceMember>
@ -95,6 +96,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance class Microsoft.ML.Data.IRowToRowMapper Microsoft.ML.ITransformer.GetRowToRowMapper(class Microsoft.ML.DataViewSchema inputSchema) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.PredictionTransformerBase`1.Microsoft#ML#ITransformer#GetRowToRowMapper(Microsoft.ML.DataViewSchema)" />
<MemberSignature Language="VB.NET" Value="Function GetRowToRowMapper (inputSchema As DataViewSchema) As IRowToRowMapper Implements ITransformer.GetRowToRowMapper" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ITransformer.GetRowToRowMapper : Microsoft.ML.DataViewSchema -&gt; Microsoft.ML.Data.IRowToRowMapper&#xA;override this.Microsoft.ML.ITransformer.GetRowToRowMapper : Microsoft.ML.DataViewSchema -&gt; Microsoft.ML.Data.IRowToRowMapper" Usage="predictionTransformerBase.Microsoft.ML.ITransformer.GetRowToRowMapper inputSchema" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ITransformer.GetRowToRowMapper(Microsoft.ML.DataViewSchema)</InterfaceMember>
@ -110,8 +112,7 @@
<Parameter Name="inputSchema" Type="Microsoft.ML.DataViewSchema" />
</Parameters>
<Docs>
<param name="inputSchema">
</param>
<param name="inputSchema" />
<summary>
Gets a IRowToRowMapper instance.
</summary>
@ -124,7 +125,7 @@
<MemberSignature Language="ILAsm" Value=".property instance bool Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.Data.PredictionTransformerBase`1.Microsoft#ML#ITransformer#IsRowToRowMapper" />
<MemberSignature Language="VB.NET" Value=" ReadOnly Property IsRowToRowMapper As Boolean Implements ITransformer.IsRowToRowMapper" />
<MemberSignature Language="F#" Usage="Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberSignature Language="F#" Value="member this.Microsoft.ML.ITransformer.IsRowToRowMapper : bool" Usage="Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberType>Property</MemberType>
<Implements>
<InterfaceMember>P:Microsoft.ML.ITransformer.IsRowToRowMapper</InterfaceMember>

Просмотреть файл

@ -35,14 +35,19 @@
</ReturnValue>
<Docs>
<summary>
Array of discounted cumulative gains where i-th element represent DCG@i.
Discounted Cumulative gain is the sum of the gains, for all the instances i,
normalized by the natural logarithm of the instance + 1.
Note that unline the Wikipedia article, ML.Net uses the natural logarithm.
<image src="https://github.com/dotnet/machinelearning/blob/3cdd3c8b32705e91dcf46c429ee34196163af6da/docs/images/DCG.png?raw=true" /></summary>
<format type="text/markdown"><![CDATA[
List of discounted cumulative gains (DCG), where the N-th element represents DCG@N.
Discounted Cumulative Gain is the sum of the relevance gains up to the N-th position for all the instances i,
normalized by the natural logarithm of the instance + 1. DCG is an increasing metric,
with a higher value indicating a better model.
Note that unlike the Wikipedia article, ML.NET uses the natural logarithm.
$DCG@N = \sum_{i = 1}^N \frac{g_i}{ln(i + 1)}$, where $g_i$ is the relevance gain at the i-th position.
]]></format>
</summary>
<value>To be added.</value>
<remarks>
<a href="https://en.wikipedia.org/wiki/Discounted_cumulative_gain">Discounted Cumulative gain.</a>
<a href="https://en.wikipedia.org/wiki/Discounted_cumulative_gain">Discounted Cumulative Gain</a>
</remarks>
</Docs>
</Member>
@ -62,10 +67,19 @@
</ReturnValue>
<Docs>
<summary>
Array of normalized discounted cumulative gains where i-th element represent NDCG@i.
<image src="https://github.com/dotnet/machinelearning/blob/3cdd3c8b32705e91dcf46c429ee34196163af6da/docs/images/NDCG.png?raw=true" /></summary>
<format type="text/markdown"><![CDATA[
List of normalized discounted cumulative gains (NDCG), where the N-th element represents NDCG@N.
Search resuls vary in length depending on query, so different rankers cannot be consistently compared
using DCG alone unless the DCG is normalized. This is done by calculating the maximum DCG (also known
as Ideal DCG), which is the DCG for the ideal ordering of search results sorted by their relative relevance.
$NDCG@N = \frac{DCG@N}{MaxDCG@N}$
]]></format>
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
<remarks>
<a href="https://en.wikipedia.org/wiki/Discounted_cumulative_gain#Normalized_DCG">Normalized Discounted Cumulative Gain</a>
</remarks>
</Docs>
</Member>
</Members>

Просмотреть файл

@ -64,11 +64,15 @@
</summary>
<value>To be added.</value>
<remarks>
<format type="text/markdown"><![CDATA[
The absolute loss is defined as
L1 = (1/m) * sum( abs( yi - y'i))
where m is the number of instances in the test set.
y'i are the predicted labels for each instance.
yi are the correct labels of each instance.
$L1 = \frac{1}{m} \sum_{i = 1}^m | y_i - \hat{y}_i |$,
where $m$ is the number of instances in the test set,
$\hat{y}_i$ are the predicted labels for each instance,
and $y_i$ are the correct labels of each instance.
L1 loss is a non-negative, decreasing metric. Smaller values indicate a better model with respect to this metric.
]]></format>
</remarks>
</Docs>
</Member>
@ -92,11 +96,15 @@
</summary>
<value>To be added.</value>
<remarks>
<format type="text/markdown"><![CDATA[
The squared loss is defined as
L2 = (1/m) * sum(( yi - y'i)^2)
where m is the number of instances in the test set.
y'i are the predicted labels for each instance.
yi are the correct labels of each instance.
$L2 = \frac{1}{m} \sum_{i = 1}^m (y_i - \hat{y}_i)^2$,
where $m$ is the number of instances in the test set,
\hat{y}_i are the predicted labels for each instance,
and y_i are the correct labels of each instance.
L2 loss is a non-negative, decreasing metric. Smaller values indicate a better model with respect to this metric.
]]></format>
</remarks>
</Docs>
</Member>
@ -116,7 +124,7 @@
</ReturnValue>
<Docs>
<summary>
Gets the root mean square loss (or RMS) which is the square root of the L2 loss.
Gets the root mean square loss (or RMS) which is the square root of the L2 loss <see cref="P:Microsoft.ML.Data.RegressionMetrics.MeanSquaredError" />.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
@ -138,8 +146,9 @@
</ReturnValue>
<Docs>
<summary>
Gets the R squared value of the model, which is also known as
the coefficient of determination.
Gets the R-squared value of the model, which is also known as
the <a href="https://en.wikipedia.org/wiki/Coefficient_of_determination">coefficient of determination</a>.
R-Squared closer to 1 indicates a better fitted model.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>

Просмотреть файл

@ -58,6 +58,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance void Microsoft.ML.ICanSaveModel.Save(class Microsoft.ML.ModelSaveContext ctx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.RowToRowTransformerBase.Microsoft#ML#ICanSaveModel#Save(Microsoft.ML.ModelSaveContext)" />
<MemberSignature Language="VB.NET" Value="Sub Save (ctx As ModelSaveContext) Implements ICanSaveModel.Save" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit&#xA;override this.Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit" Usage="rowToRowTransformerBase.Microsoft.ML.ICanSaveModel.Save ctx" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ICanSaveModel.Save(Microsoft.ML.ModelSaveContext)</InterfaceMember>
@ -83,6 +84,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance class Microsoft.ML.Data.IRowToRowMapper Microsoft.ML.ITransformer.GetRowToRowMapper(class Microsoft.ML.DataViewSchema inputSchema) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.RowToRowTransformerBase.Microsoft#ML#ITransformer#GetRowToRowMapper(Microsoft.ML.DataViewSchema)" />
<MemberSignature Language="VB.NET" Value="Function GetRowToRowMapper (inputSchema As DataViewSchema) As IRowToRowMapper Implements ITransformer.GetRowToRowMapper" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ITransformer.GetRowToRowMapper : Microsoft.ML.DataViewSchema -&gt; Microsoft.ML.Data.IRowToRowMapper&#xA;override this.Microsoft.ML.ITransformer.GetRowToRowMapper : Microsoft.ML.DataViewSchema -&gt; Microsoft.ML.Data.IRowToRowMapper" Usage="rowToRowTransformerBase.Microsoft.ML.ITransformer.GetRowToRowMapper inputSchema" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ITransformer.GetRowToRowMapper(Microsoft.ML.DataViewSchema)</InterfaceMember>
@ -109,7 +111,7 @@
<MemberSignature Language="ILAsm" Value=".property instance bool Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.Data.RowToRowTransformerBase.Microsoft#ML#ITransformer#IsRowToRowMapper" />
<MemberSignature Language="VB.NET" Value=" ReadOnly Property IsRowToRowMapper As Boolean Implements ITransformer.IsRowToRowMapper" />
<MemberSignature Language="F#" Usage="Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberSignature Language="F#" Value="member this.Microsoft.ML.ITransformer.IsRowToRowMapper : bool" Usage="Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberType>Property</MemberType>
<Implements>
<InterfaceMember>P:Microsoft.ML.ITransformer.IsRowToRowMapper</InterfaceMember>

Просмотреть файл

@ -23,6 +23,7 @@
<MemberSignature Language="C#" Value="public static void GetKeyValues&lt;TValue&gt; (this Microsoft.ML.DataViewSchema.Column column, ref Microsoft.ML.Data.VBuffer&lt;TValue&gt; keyValues);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig void GetKeyValues&lt;TValue&gt;(valuetype Microsoft.ML.DataViewSchema/Column column, valuetype Microsoft.ML.Data.VBuffer`1&lt;!!TValue&gt;&amp; keyValues) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SchemaAnnotationsExtensions.GetKeyValues``1(Microsoft.ML.DataViewSchema.Column,Microsoft.ML.Data.VBuffer{``0}@)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Sub GetKeyValues(Of TValue) (column As DataViewSchema.Column, ByRef keyValues As VBuffer(Of TValue))" />
<MemberSignature Language="F#" Value="static member GetKeyValues : Microsoft.ML.DataViewSchema.Column * VBuffer -&gt; unit" Usage="Microsoft.ML.Data.SchemaAnnotationsExtensions.GetKeyValues (column, keyValues)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -44,7 +45,7 @@
<param name="column">The column whose <see cref="P:Microsoft.ML.DataViewSchema.Column.Annotations" /> will be queried.</param>
<param name="keyValues">The <see cref="T:Microsoft.ML.Data.VBuffer`1" /> into which the key values will be stored.</param>
<summary>
Stores the key values of the input colum into the provided buffer, if this is of key type and whose
Stores the key values of the input column into the provided buffer, if this is of key type and whose
key values are of <see cref="P:Microsoft.ML.Data.VectorDataViewType.ItemType" /> whose <see cref="P:Microsoft.ML.Data.DataViewType.RawType" /> matches
<typeparamref name="TValue" />. If there is no matching key valued annotation this will throw an exception.
</summary>
@ -55,6 +56,7 @@
<MemberSignature Language="C#" Value="public static void GetSlotNames (this Microsoft.ML.DataViewSchema.Column column, ref Microsoft.ML.Data.VBuffer&lt;ReadOnlyMemory&lt;char&gt;&gt; slotNames);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig void GetSlotNames(valuetype Microsoft.ML.DataViewSchema/Column column, valuetype Microsoft.ML.Data.VBuffer`1&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt;&amp; slotNames) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SchemaAnnotationsExtensions.GetSlotNames(Microsoft.ML.DataViewSchema.Column,Microsoft.ML.Data.VBuffer{System.ReadOnlyMemory{System.Char}}@)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Sub GetSlotNames (column As DataViewSchema.Column, ByRef slotNames As VBuffer(Of ReadOnlyMemory(Of Char)))" />
<MemberSignature Language="F#" Value="static member GetSlotNames : Microsoft.ML.DataViewSchema.Column * VBuffer -&gt; unit" Usage="Microsoft.ML.Data.SchemaAnnotationsExtensions.GetSlotNames (column, slotNames)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -80,9 +82,10 @@
</Docs>
</Member>
<Member MemberName="HasKeyValues">
<MemberSignature Language="C#" Value="public static bool HasKeyValues (this Microsoft.ML.DataViewSchema.Column column, Microsoft.ML.Data.PrimitiveDataViewType keyValueItemType = null);" />
<MemberSignature Language="C#" Value="public static bool HasKeyValues (this Microsoft.ML.DataViewSchema.Column column, Microsoft.ML.Data.PrimitiveDataViewType keyValueItemType = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig bool HasKeyValues(valuetype Microsoft.ML.DataViewSchema/Column column, class Microsoft.ML.Data.PrimitiveDataViewType keyValueItemType) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SchemaAnnotationsExtensions.HasKeyValues(Microsoft.ML.DataViewSchema.Column,Microsoft.ML.Data.PrimitiveDataViewType)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function HasKeyValues (column As DataViewSchema.Column, Optional keyValueItemType As PrimitiveDataViewType = null) As Boolean" />
<MemberSignature Language="F#" Value="static member HasKeyValues : Microsoft.ML.DataViewSchema.Column * Microsoft.ML.Data.PrimitiveDataViewType -&gt; bool" Usage="Microsoft.ML.Data.SchemaAnnotationsExtensions.HasKeyValues (column, keyValueItemType)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -116,6 +119,7 @@
<MemberSignature Language="C#" Value="public static bool HasSlotNames (this Microsoft.ML.DataViewSchema.Column column);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig bool HasSlotNames(valuetype Microsoft.ML.DataViewSchema/Column column) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SchemaAnnotationsExtensions.HasSlotNames(Microsoft.ML.DataViewSchema.Column)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function HasSlotNames (column As DataViewSchema.Column) As Boolean" />
<MemberSignature Language="F#" Value="static member HasSlotNames : Microsoft.ML.DataViewSchema.Column -&gt; bool" Usage="Microsoft.ML.Data.SchemaAnnotationsExtensions.HasSlotNames column" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -145,6 +149,7 @@
<MemberSignature Language="C#" Value="public static bool IsNormalized (this Microsoft.ML.DataViewSchema.Column column);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig bool IsNormalized(valuetype Microsoft.ML.DataViewSchema/Column column) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SchemaAnnotationsExtensions.IsNormalized(Microsoft.ML.DataViewSchema.Column)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function IsNormalized (column As DataViewSchema.Column) As Boolean" />
<MemberSignature Language="F#" Value="static member IsNormalized : Microsoft.ML.DataViewSchema.Column -&gt; bool" Usage="Microsoft.ML.Data.SchemaAnnotationsExtensions.IsNormalized column" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -42,7 +42,7 @@
<Parameter Name="annotationType" Type="Microsoft.ML.Data.DataViewType" />
</Parameters>
<Docs>
<typeparam name="T">Type of annotation being added. Types suported as entries in columns
<typeparam name="T">Type of annotation being added. Types sported as entries in columns
are also supported as entries in Annotations. Multiple annotations may be added to one column.
</typeparam>
<param name="kind">The string identifier of the annotation.</param>

Просмотреть файл

@ -26,6 +26,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.SchemaDefinition Create (Type userType, Microsoft.ML.Data.SchemaDefinition.Direction direction = Microsoft.ML.Data.SchemaDefinition+Direction.Both);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.Data.SchemaDefinition Create(class System.Type userType, valuetype Microsoft.ML.Data.SchemaDefinition/Direction direction) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SchemaDefinition.Create(System.Type,Microsoft.ML.Data.SchemaDefinition.Direction)" />
<MemberSignature Language="VB.NET" Value="Public Shared Function Create (userType As Type, Optional direction As SchemaDefinition.Direction = Microsoft.ML.Data.SchemaDefinition+Direction.Both) As SchemaDefinition" />
<MemberSignature Language="F#" Value="static member Create : Type * Microsoft.ML.Data.SchemaDefinition.Direction -&gt; Microsoft.ML.Data.SchemaDefinition" Usage="Microsoft.ML.Data.SchemaDefinition.Create (userType, direction)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -23,18 +23,21 @@
<summary>
This attempts to reads data in a format close to the SVM-light format, the goal being
that the majority of SVM-light formatted data should be interpretable by this loader.
</summary>
<remarks>
<format type="text/markdown"><![CDATA[
The loader may also be different than SVM-light's parsing behavior, in the following
general ways:
1. As an <see cref="T:Microsoft.ML.IDataView" />, vectors are required to have a logical length,
1. As an <xref:Microsoft.ML.IDataView>, vectors are required to have a logical length,
and for practical reasons it's helpful if the output of this loader has a fixed
length vector type, since few transforms and no basic learners accept features
length vector type, since few estimators and no basic trainer estimators accept features
of a variable length vector types. SVM-light had no such concept.
2. The <see cref="T:Microsoft.ML.IDataView" /> idiom has different behavior w.r.t. parse errors.
2. The <xref:Microsoft.ML.IDataView> idiom has different behavior w.r.t. parse errors.
3. The SVM-light has some restrictions in its format that are unnatural to attempt
to restrict in the concept of this loader.
4. Some common "extensions" of this format that have happened over the years are
accomodated where sensible, often supported by specifying some options.
accommodated where sensible, often supported by specifying some options.
The SVM-light format can be summarized here. An SVM-light file can lead with any number
of lines starting with '#'. These are discarded.
@ -47,21 +50,7 @@
Unlike the text loader's format, for instance, there is no concept of a "blank" field
having any status.
Labels are floating point values for regression, and for binary classification being one
of {-1, 0, 1/+1}. Negative class examples are -1, positive class examples are +1, and 0
indicates that the label is unknown and should be classified using semi-supervised
techniques.
The "0 label" semi-supervised capability was rarely used and none of our learners
currently do anything like this, though it is possible we may introduce semi-supervised
learners in the future. For now this loader just parses this as a single floating point
value, period. (Which means, for our binary classifier learners, that 0 and -1 will both
be treated identically.) If we were to support this, the natural thing would be to have
an option to map 0 to NA, somehow. But practically, variants of the SVM-light format have
promulgated to the point where nearly every time 0 is used, it actually refers to a
negative example, so we may continue to accept this corruption as "correct" by default.
The actual feature vector is specified through a series of key/value pairs. SVM-light
The feature vector is specified through a series of key/value pairs. SVM-light
requires that the keys be positive, increasing integers, except for three special keys:
cost (we interpret as Weight), qid (we interpret as GroupId) and sid (we ignore these,
but might present them as a column in the future if any of our learners implement anything
@ -69,22 +58,19 @@
that must be positive. If these keys are specified multiple times, the last one wins.
SVM-light, if the tail of the value is not interpretable as a number, will ignore the tail.
E.g., "5:3.14hello" will be interpreted the same as "5:3.14". I am aware of one real dataset
that took advantage of this, and for now I do not support this type of thing.
E.g., "5:3.14hello" will be interpreted the same as "5:3.14". This loader does not support
this syntax.
We do not retain the restriction on keys needing to be increasing values in our loader,
due to the way we compose our feature vectors, but it will be most efficient if this policy
is still followed. If it is followed a sort will not be required.
This loader has the special option through the <c>xf</c> option to specify a transform,
possibly trainable, to convert the raw text of the key values into the key value. The
transform, whatever it is, must in addition to user specified options accept an argument
of the form "column=Name" to identify a column to convert. Ideally there would be some
other way to specify this other than hacking arguments. The intent of this is to allow
things like string keys, a common variant of the format, but one emphatically not allowed
by the original format.
</summary>
<remarks>To be added.</remarks>
This loader has the special option to read raw text for the keys and convert to feature
indices, retaining the text key values as feature names for the resulting feature vector.
The intent of this is to allow string keys, a common variant of the format, but one
emphatically not allowed by the original format.
]]></format>
</remarks>
</Docs>
<Members>
<Member MemberName="GetOutputSchema">
@ -143,6 +129,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance void Microsoft.ML.ICanSaveModel.Save(class Microsoft.ML.ModelSaveContext ctx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SvmLightLoader.Microsoft#ML#ICanSaveModel#Save(Microsoft.ML.ModelSaveContext)" />
<MemberSignature Language="VB.NET" Value="Sub Save (ctx As ModelSaveContext) Implements ICanSaveModel.Save" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit&#xA;override this.Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit" Usage="svmLightLoader.Microsoft.ML.ICanSaveModel.Save ctx" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ICanSaveModel.Save(Microsoft.ML.ModelSaveContext)</InterfaceMember>

Просмотреть файл

@ -18,7 +18,7 @@
</Docs>
<Members>
<Member MemberName="CreateSvmLightLoader">
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.SvmLightLoader CreateSvmLightLoader (this Microsoft.ML.DataOperationsCatalog catalog, Nullable&lt;long&gt; numberOfRows = null, int inputSize = 0, bool zeroBased = false, Microsoft.ML.Data.IMultiStreamSource dataSample = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.SvmLightLoader CreateSvmLightLoader (this Microsoft.ML.DataOperationsCatalog catalog, long? numberOfRows = default, int inputSize = 0, bool zeroBased = false, Microsoft.ML.Data.IMultiStreamSource dataSample = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.Data.SvmLightLoader CreateSvmLightLoader(class Microsoft.ML.DataOperationsCatalog catalog, valuetype System.Nullable`1&lt;int64&gt; numberOfRows, int32 inputSize, bool zeroBased, class Microsoft.ML.Data.IMultiStreamSource dataSample) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SvmLightLoaderSaverCatalog.CreateSvmLightLoader(Microsoft.ML.DataOperationsCatalog,System.Nullable{System.Int64},System.Int32,System.Boolean,Microsoft.ML.Data.IMultiStreamSource)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function CreateSvmLightLoader (catalog As DataOperationsCatalog, Optional numberOfRows As Nullable(Of Long) = null, Optional inputSize As Integer = 0, Optional zeroBased As Boolean = false, Optional dataSample As IMultiStreamSource = null) As SvmLightLoader" />
@ -40,9 +40,9 @@
</Parameters>
<Docs>
<param name="catalog">The <see cref="T:Microsoft.ML.DataOperationsCatalog" /> catalog.</param>
<param name="numberOfRows">The number of rows from the sample to be used for determining the number of features.</param>
<param name="inputSize">The number of features in the Features column. If 0 is specified, the
loader will determine it by looking at the file sample given in <paramref name="dataSample" />.</param>
<param name="numberOfRows">The number of rows from the sample to be used for determining the number of features.</param>
<param name="zeroBased">If the file contains zero-based indices, this parameter should be set to true. If they are one-based
it should be set to false.</param>
<param name="dataSample">A data sample to be used for determining the number of features in the Features column.</param>
@ -51,10 +51,15 @@
</summary>
<returns>To be added.</returns>
<remarks>To be added.</remarks>
<example>
<format type="text/markdown"><![CDATA[
[!code-csharp[LoadingSvmLight](~/../docs/samples/docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/LoadingSvmLight.cs)]
]]></format>
</example>
</Docs>
</Member>
<Member MemberName="CreateSvmLightLoaderWithFeatureNames">
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.SvmLightLoader CreateSvmLightLoaderWithFeatureNames (this Microsoft.ML.DataOperationsCatalog catalog, Nullable&lt;long&gt; numberOfRows = null, Microsoft.ML.Data.IMultiStreamSource dataSample = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.SvmLightLoader CreateSvmLightLoaderWithFeatureNames (this Microsoft.ML.DataOperationsCatalog catalog, long? numberOfRows = default, Microsoft.ML.Data.IMultiStreamSource dataSample = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.Data.SvmLightLoader CreateSvmLightLoaderWithFeatureNames(class Microsoft.ML.DataOperationsCatalog catalog, valuetype System.Nullable`1&lt;int64&gt; numberOfRows, class Microsoft.ML.Data.IMultiStreamSource dataSample) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SvmLightLoaderSaverCatalog.CreateSvmLightLoaderWithFeatureNames(Microsoft.ML.DataOperationsCatalog,System.Nullable{System.Int64},Microsoft.ML.Data.IMultiStreamSource)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function CreateSvmLightLoaderWithFeatureNames (catalog As DataOperationsCatalog, Optional numberOfRows As Nullable(Of Long) = null, Optional dataSample As IMultiStreamSource = null) As SvmLightLoader" />
@ -84,7 +89,7 @@
</Docs>
</Member>
<Member MemberName="LoadFromSvmLightFile">
<MemberSignature Language="C#" Value="public static Microsoft.ML.IDataView LoadFromSvmLightFile (this Microsoft.ML.DataOperationsCatalog catalog, string path, Nullable&lt;long&gt; numberOfRows = null, int inputSize = 0, bool zeroBased = false);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.IDataView LoadFromSvmLightFile (this Microsoft.ML.DataOperationsCatalog catalog, string path, long? numberOfRows = default, int inputSize = 0, bool zeroBased = false);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.IDataView LoadFromSvmLightFile(class Microsoft.ML.DataOperationsCatalog catalog, string path, valuetype System.Nullable`1&lt;int64&gt; numberOfRows, int32 inputSize, bool zeroBased) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SvmLightLoaderSaverCatalog.LoadFromSvmLightFile(Microsoft.ML.DataOperationsCatalog,System.String,System.Nullable{System.Int64},System.Int32,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LoadFromSvmLightFile (catalog As DataOperationsCatalog, path As String, Optional numberOfRows As Nullable(Of Long) = null, Optional inputSize As Integer = 0, Optional zeroBased As Boolean = false) As IDataView" />
@ -107,11 +112,11 @@
<Docs>
<param name="catalog">The <see cref="T:Microsoft.ML.DataOperationsCatalog" /> catalog.</param>
<param name="path">The path to the file.</param>
<param name="numberOfRows">The number of rows from the sample to be used for determining the number of features.</param>
<param name="inputSize">The number of features in the Features column. If 0 is specified, the
loader will determine it by looking at the file given in <paramref name="path" />.</param>
<param name="zeroBased">If the file contains zero-based indices, this parameter should be set to true. If they are one-based
it should be set to false.</param>
<param name="numberOfRows">The number of rows from the sample to be used for determining the number of features.</param>
<summary>
Load a <see cref="T:Microsoft.ML.IDataView" /> from a text file using <see cref="T:Microsoft.ML.Data.SvmLightLoader" />.
</summary>
@ -120,7 +125,7 @@
</Docs>
</Member>
<Member MemberName="LoadFromSvmLightFileWithFeatureNames">
<MemberSignature Language="C#" Value="public static Microsoft.ML.IDataView LoadFromSvmLightFileWithFeatureNames (this Microsoft.ML.DataOperationsCatalog catalog, string path, Nullable&lt;long&gt; numberOfRows = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.IDataView LoadFromSvmLightFileWithFeatureNames (this Microsoft.ML.DataOperationsCatalog catalog, string path, long? numberOfRows = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.IDataView LoadFromSvmLightFileWithFeatureNames(class Microsoft.ML.DataOperationsCatalog catalog, string path, valuetype System.Nullable`1&lt;int64&gt; numberOfRows) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SvmLightLoaderSaverCatalog.LoadFromSvmLightFileWithFeatureNames(Microsoft.ML.DataOperationsCatalog,System.String,System.Nullable{System.Int64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LoadFromSvmLightFileWithFeatureNames (catalog As DataOperationsCatalog, path As String, Optional numberOfRows As Nullable(Of Long) = null) As IDataView" />
@ -151,9 +156,10 @@
</Docs>
</Member>
<Member MemberName="SaveInSvmLightFormat">
<MemberSignature Language="C#" Value="public static void SaveInSvmLightFormat (this Microsoft.ML.DataOperationsCatalog catalog, Microsoft.ML.IDataView data, System.IO.Stream stream, bool zeroBasedIndexing = false, bool binaryLabel = false, string labelColumnName = &quot;Label&quot;, string featureColumnName = &quot;Features&quot;, string rowGroupColumnName = null, string exampleWeightColumnName = null);" />
<MemberSignature Language="C#" Value="public static void SaveInSvmLightFormat (this Microsoft.ML.DataOperationsCatalog catalog, Microsoft.ML.IDataView data, System.IO.Stream stream, bool zeroBasedIndexing = false, bool binaryLabel = false, string labelColumnName = &quot;Label&quot;, string featureColumnName = &quot;Features&quot;, string rowGroupColumnName = default, string exampleWeightColumnName = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig void SaveInSvmLightFormat(class Microsoft.ML.DataOperationsCatalog catalog, class Microsoft.ML.IDataView data, class System.IO.Stream stream, bool zeroBasedIndexing, bool binaryLabel, string labelColumnName, string featureColumnName, string rowGroupColumnName, string exampleWeightColumnName) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.SvmLightLoaderSaverCatalog.SaveInSvmLightFormat(Microsoft.ML.DataOperationsCatalog,Microsoft.ML.IDataView,System.IO.Stream,System.Boolean,System.Boolean,System.String,System.String,System.String,System.String)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Sub SaveInSvmLightFormat (catalog As DataOperationsCatalog, data As IDataView, stream As Stream, Optional zeroBasedIndexing As Boolean = false, Optional binaryLabel As Boolean = false, Optional labelColumnName As String = &quot;Label&quot;, Optional featureColumnName As String = &quot;Features&quot;, Optional rowGroupColumnName As String = null, Optional exampleWeightColumnName As String = null)" />
<MemberSignature Language="F#" Value="static member SaveInSvmLightFormat : Microsoft.ML.DataOperationsCatalog * Microsoft.ML.IDataView * System.IO.Stream * bool * bool * string * string * string * string -&gt; unit" Usage="Microsoft.ML.Data.SvmLightLoaderSaverCatalog.SaveInSvmLightFormat (catalog, data, stream, zeroBasedIndexing, binaryLabel, labelColumnName, featureColumnName, rowGroupColumnName, exampleWeightColumnName)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -41,6 +41,7 @@
<MemberSignature Language="C#" Value="public Column (string name, Microsoft.ML.Data.DataKind dataKind, int index);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(string name, valuetype Microsoft.ML.Data.DataKind dataKind, int32 index) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.TextLoader.Column.#ctor(System.String,Microsoft.ML.Data.DataKind,System.Int32)" />
<MemberSignature Language="VB.NET" Value="Public Sub New (name As String, dataKind As DataKind, index As Integer)" />
<MemberSignature Language="F#" Value="new Microsoft.ML.Data.TextLoader.Column : string * Microsoft.ML.Data.DataKind * int -&gt; Microsoft.ML.Data.TextLoader.Column" Usage="new Microsoft.ML.Data.TextLoader.Column (name, dataKind, index)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -64,9 +65,10 @@
</Docs>
</Member>
<Member MemberName=".ctor">
<MemberSignature Language="C#" Value="public Column (string name, Microsoft.ML.Data.DataKind dataKind, Microsoft.ML.Data.TextLoader.Range[] source, Microsoft.ML.Data.KeyCount keyCount = null);" />
<MemberSignature Language="C#" Value="public Column (string name, Microsoft.ML.Data.DataKind dataKind, Microsoft.ML.Data.TextLoader.Range[] source, Microsoft.ML.Data.KeyCount keyCount = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(string name, valuetype Microsoft.ML.Data.DataKind dataKind, class Microsoft.ML.Data.TextLoader/Range[] source, class Microsoft.ML.Data.KeyCount keyCount) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.TextLoader.Column.#ctor(System.String,Microsoft.ML.Data.DataKind,Microsoft.ML.Data.TextLoader.Range[],Microsoft.ML.Data.KeyCount)" />
<MemberSignature Language="VB.NET" Value="Public Sub New (name As String, dataKind As DataKind, source As TextLoader.Range(), Optional keyCount As KeyCount = null)" />
<MemberSignature Language="F#" Value="new Microsoft.ML.Data.TextLoader.Column : string * Microsoft.ML.Data.DataKind * Microsoft.ML.Data.TextLoader.Range[] * Microsoft.ML.Data.KeyCount -&gt; Microsoft.ML.Data.TextLoader.Column" Usage="new Microsoft.ML.Data.TextLoader.Column (name, dataKind, source, keyCount)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -95,6 +97,7 @@
<MemberSignature Language="C#" Value="public Column (string name, Microsoft.ML.Data.DataKind dataKind, int minIndex, int maxIndex);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(string name, valuetype Microsoft.ML.Data.DataKind dataKind, int32 minIndex, int32 maxIndex) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.TextLoader.Column.#ctor(System.String,Microsoft.ML.Data.DataKind,System.Int32,System.Int32)" />
<MemberSignature Language="VB.NET" Value="Public Sub New (name As String, dataKind As DataKind, minIndex As Integer, maxIndex As Integer)" />
<MemberSignature Language="F#" Value="new Microsoft.ML.Data.TextLoader.Column : string * Microsoft.ML.Data.DataKind * int * int -&gt; Microsoft.ML.Data.TextLoader.Column" Usage="new Microsoft.ML.Data.TextLoader.Column (name, dataKind, minIndex, maxIndex)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -153,9 +156,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="For a key column, this defines the range of values", ShortName="key")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="For a key column, this defines the range of values", ShortName="key")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>Microsoft.ML.Data.KeyCount</ReturnType>
@ -205,9 +211,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Source index range(s) of the column", ShortName="src")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Source index range(s) of the column", ShortName="src")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>Microsoft.ML.Data.TextLoader+Range[]</ReturnType>

Просмотреть файл

@ -55,9 +55,9 @@
</ReturnValue>
<Docs>
<summary>
Whether the input may include quoted values, which can contain separator characters, colons,
and distinguish empty values from missing values. When true, consecutive separators denote a
missing value and an empty value is denoted by \"\". When false, consecutive separators denote an empty value.
Whether the input may include double-quoted values. This parameter is used to distinguish separator characters
in an input value from actual separators. When <see langword="true" />, separators within double quotes are treated as part of the
input value. When <see langword="false" />, all separators, even those within quotes, are treated as delimiting a new column.
</summary>
<remarks>To be added.</remarks>
</Docs>
@ -83,7 +83,17 @@
</ReturnValue>
<Docs>
<summary>
Whether the input may include sparse representations.
Whether the input may include sparse representations. For example, a row containing
"5 2:6 4:3" means that there are 5 columns, and the only non-zero are columns 2 and 4, which have values 6 and 3,
respectively. Column indices are zero-based, so columns 2 and 4 represent the 3rd and 5th columns.
A column may also have dense values followed by sparse values represented in this fashion. For example,
a row containing "1 2 5 2:6 4:3" represents two dense columns with values 1 and 2, followed by 5 sparsely represented
columns with values 0, 0, 6, 0, and 3. The indices of the sparse columns start from 0, even though 0 represents the third column.
In addition, <see cref="F:Microsoft.ML.Data.TextLoader.Options.InputSize" /> should be used when the number of sparse elements (5 in this example) is not present in each line.
It should specify the total size, not just the size of the sparse part. However, indices of the spars part are relative to where the sparse part begins.
If <see cref="F:Microsoft.ML.Data.TextLoader.Options.InputSize" /> is set to 7, the line "1 2 2:6 4:3" will be mapped to "1 2 0 0 6 0 4", but if set to 10, the same line will
be mapped to "1 2 0 0 6 0 4 0 0 0".
</summary>
<remarks>To be added.</remarks>
</Docs>
@ -100,9 +110,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Column groups. Each group is specified as name:type:numeric-ranges, eg, col=Features:R4:1-17,26,35-40", Name="Column", ShortName="col", SortOrder=1)</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Column groups. Each group is specified as name:type:numeric-ranges, eg, col=Features:R4:1-17,26,35-40", Name="Column", ShortName="col", SortOrder=1)</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>Microsoft.ML.Data.TextLoader+Column[]</ReturnType>
@ -135,7 +148,8 @@
</ReturnValue>
<Docs>
<summary>
Whether the data file has a header with feature names.
Whether the file has a header with feature names. When <see langword="true" />, the loader will skip the first line when
<see cref="M:Microsoft.ML.Data.TextLoader.Load(Microsoft.ML.Data.IMultiStreamSource)" /> is called. The sample can be used to infer slot name annotations if present.
</summary>
<remarks>To be added.</remarks>
</Docs>
@ -167,7 +181,7 @@
</Docs>
</Member>
<Member MemberName="InputSize">
<MemberSignature Language="C#" Value="public Nullable&lt;int&gt; InputSize;" />
<MemberSignature Language="C#" Value="public int? InputSize;" />
<MemberSignature Language="ILAsm" Value=".field public valuetype System.Nullable`1&lt;int32&gt; InputSize" />
<MemberSignature Language="DocId" Value="F:Microsoft.ML.Data.TextLoader.Options.InputSize" />
<MemberSignature Language="VB.NET" Value="Public InputSize As Nullable(Of Integer) " />
@ -193,7 +207,7 @@
</Docs>
</Member>
<Member MemberName="MaxRows">
<MemberSignature Language="C#" Value="public Nullable&lt;long&gt; MaxRows;" />
<MemberSignature Language="C#" Value="public long? MaxRows;" />
<MemberSignature Language="ILAsm" Value=".field public valuetype System.Nullable`1&lt;int64&gt; MaxRows" />
<MemberSignature Language="DocId" Value="F:Microsoft.ML.Data.TextLoader.Options.MaxRows" />
<MemberSignature Language="VB.NET" Value="Public MaxRows As Nullable(Of Long) " />

Просмотреть файл

@ -58,7 +58,7 @@
</Docs>
</Member>
<Member MemberName=".ctor">
<MemberSignature Language="C#" Value="public Range (int min, Nullable&lt;int&gt; max);" />
<MemberSignature Language="C#" Value="public Range (int min, int? max);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(int32 min, valuetype System.Nullable`1&lt;int32&gt; max) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.TextLoader.Range.#ctor(System.Int32,System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (min As Integer, max As Nullable(Of Integer))" />
@ -76,7 +76,7 @@
<param name="min">The minimum inclusive index of the column.</param>
<param name="max">The maximum-inclusive index of the column. If <c>null</c>
indicates that the <see cref="T:Microsoft.ML.Data.TextLoader" /> should auto-detect the legnth
of the lines, and read untill the end.</param>
of the lines, and read until the end.</param>
<summary>
A range representing a set of values. Will result in a vector column.
</summary>
@ -163,7 +163,7 @@
</Docs>
</Member>
<Member MemberName="Max">
<MemberSignature Language="C#" Value="public Nullable&lt;int&gt; Max;" />
<MemberSignature Language="C#" Value="public int? Max;" />
<MemberSignature Language="ILAsm" Value=".field public valuetype System.Nullable`1&lt;int32&gt; Max" />
<MemberSignature Language="DocId" Value="F:Microsoft.ML.Data.TextLoader.Range.Max" />
<MemberSignature Language="VB.NET" Value="Public Max As Nullable(Of Integer) " />
@ -185,7 +185,7 @@
<summary>
The maximum index of the column, inclusive. If <see langword="null" />
indicates that the <see cref="T:Microsoft.ML.Data.TextLoader" /> should auto-detect the legnth
of the lines, and read untill the end.
of the lines, and read until the end.
If max is specified, the fields <see cref="F:Microsoft.ML.Data.TextLoader.Range.AutoEnd" /> and <see cref="F:Microsoft.ML.Data.TextLoader.Range.VariableEnd" /> are ignored.
</summary>
<remarks>To be added.</remarks>

Просмотреть файл

@ -91,6 +91,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance void Microsoft.ML.ICanSaveModel.Save(class Microsoft.ML.ModelSaveContext ctx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.TextLoader.Microsoft#ML#ICanSaveModel#Save(Microsoft.ML.ModelSaveContext)" />
<MemberSignature Language="VB.NET" Value="Sub Save (ctx As ModelSaveContext) Implements ICanSaveModel.Save" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit&#xA;override this.Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit" Usage="textLoader.Microsoft.ML.ICanSaveModel.Save ctx" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ICanSaveModel.Save(Microsoft.ML.ModelSaveContext)</InterfaceMember>

Просмотреть файл

@ -63,8 +63,7 @@
</Parameter>
</Parameters>
<Docs>
<param name="transformers">
</param>
<param name="transformers" />
<summary>
Create a transformer chain by specifying all the transformers. The scopes are assumed to be
<see cref="F:Microsoft.ML.Data.TransformerScope.Everything" />.
@ -230,6 +229,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance void Microsoft.ML.ICanSaveModel.Save(class Microsoft.ML.ModelSaveContext ctx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.TransformerChain`1.Microsoft#ML#ICanSaveModel#Save(Microsoft.ML.ModelSaveContext)" />
<MemberSignature Language="VB.NET" Value="Sub Save (ctx As ModelSaveContext) Implements ICanSaveModel.Save" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit&#xA;override this.Microsoft.ML.ICanSaveModel.Save : Microsoft.ML.ModelSaveContext -&gt; unit" Usage="transformerChain.Microsoft.ML.ICanSaveModel.Save ctx" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ICanSaveModel.Save(Microsoft.ML.ModelSaveContext)</InterfaceMember>
@ -255,6 +255,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance class Microsoft.ML.Data.IRowToRowMapper Microsoft.ML.ITransformer.GetRowToRowMapper(class Microsoft.ML.DataViewSchema inputSchema) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.TransformerChain`1.Microsoft#ML#ITransformer#GetRowToRowMapper(Microsoft.ML.DataViewSchema)" />
<MemberSignature Language="VB.NET" Value="Function GetRowToRowMapper (inputSchema As DataViewSchema) As IRowToRowMapper Implements ITransformer.GetRowToRowMapper" />
<MemberSignature Language="F#" Value="abstract member Microsoft.ML.ITransformer.GetRowToRowMapper : Microsoft.ML.DataViewSchema -&gt; Microsoft.ML.Data.IRowToRowMapper&#xA;override this.Microsoft.ML.ITransformer.GetRowToRowMapper : Microsoft.ML.DataViewSchema -&gt; Microsoft.ML.Data.IRowToRowMapper" Usage="transformerChain.Microsoft.ML.ITransformer.GetRowToRowMapper inputSchema" />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:Microsoft.ML.ITransformer.GetRowToRowMapper(Microsoft.ML.DataViewSchema)</InterfaceMember>
@ -281,7 +282,7 @@
<MemberSignature Language="ILAsm" Value=".property instance bool Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.Data.TransformerChain`1.Microsoft#ML#ITransformer#IsRowToRowMapper" />
<MemberSignature Language="VB.NET" Value=" ReadOnly Property IsRowToRowMapper As Boolean Implements ITransformer.IsRowToRowMapper" />
<MemberSignature Language="F#" Usage="Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberSignature Language="F#" Value="member this.Microsoft.ML.ITransformer.IsRowToRowMapper : bool" Usage="Microsoft.ML.ITransformer.IsRowToRowMapper" />
<MemberType>Property</MemberType>
<Implements>
<InterfaceMember>P:Microsoft.ML.ITransformer.IsRowToRowMapper</InterfaceMember>
@ -304,6 +305,7 @@
<MemberSignature Language="ILAsm" Value=".method hidebysig newslot virtual instance class System.Collections.IEnumerator System.Collections.IEnumerable.GetEnumerator() cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.TransformerChain`1.System#Collections#IEnumerable#GetEnumerator" />
<MemberSignature Language="VB.NET" Value="Function GetEnumerator () As IEnumerator Implements IEnumerable.GetEnumerator" />
<MemberSignature Language="F#" Value="abstract member System.Collections.IEnumerable.GetEnumerator : unit -&gt; System.Collections.IEnumerator&#xA;override this.System.Collections.IEnumerable.GetEnumerator : unit -&gt; System.Collections.IEnumerator" Usage="transformerChain.System.Collections.IEnumerable.GetEnumerator " />
<MemberType>Method</MemberType>
<Implements>
<InterfaceMember>M:System.Collections.IEnumerable.GetEnumerator</InterfaceMember>

Просмотреть файл

@ -20,7 +20,7 @@
</Docs>
<Members>
<Member MemberName="Create&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.VBufferEditor&lt;T&gt; Create&lt;T&gt; (ref Microsoft.ML.Data.VBuffer&lt;T&gt; destination, int newLogicalLength, Nullable&lt;int&gt; valuesCount = null, Nullable&lt;int&gt; maxValuesCapacity = null, bool keepOldOnResize = false, bool requireIndicesOnDense = false);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.VBufferEditor&lt;T&gt; Create&lt;T&gt; (ref Microsoft.ML.Data.VBuffer&lt;T&gt; destination, int newLogicalLength, int? valuesCount = default, int? maxValuesCapacity = default, bool keepOldOnResize = false, bool requireIndicesOnDense = false);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype Microsoft.ML.Data.VBufferEditor`1&lt;!!T&gt; Create&lt;T&gt;(valuetype Microsoft.ML.Data.VBuffer`1&lt;!!T&gt;&amp; destination, int32 newLogicalLength, valuetype System.Nullable`1&lt;int32&gt; valuesCount, valuetype System.Nullable`1&lt;int32&gt; maxValuesCapacity, bool keepOldOnResize, bool requireIndicesOnDense) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.VBufferEditor.Create``1(Microsoft.ML.Data.VBuffer{``0}@,System.Int32,System.Nullable{System.Int32},System.Nullable{System.Int32},System.Boolean,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="Public Shared Function Create(Of T) (ByRef destination As VBuffer(Of T), newLogicalLength As Integer, Optional valuesCount As Nullable(Of Integer) = null, Optional maxValuesCapacity As Nullable(Of Integer) = null, Optional keepOldOnResize As Boolean = false, Optional requireIndicesOnDense As Boolean = false) As VBufferEditor(Of T)" />

Просмотреть файл

@ -35,7 +35,7 @@
</Docs>
<Members>
<Member MemberName=".ctor">
<MemberSignature Language="C#" Value="public VBuffer (int length, T[] values, int[] indices = null);" />
<MemberSignature Language="C#" Value="public VBuffer (int length, T[] values, int[] indices = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(int32 length, !T[] values, int32[] indices) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.VBuffer`1.#ctor(System.Int32,`0[],System.Int32[])" />
<MemberSignature Language="VB.NET" Value="Public Sub New (length As Integer, values As T(), Optional indices As Integer() = null)" />
@ -223,7 +223,7 @@
</Docs>
</Member>
<Member MemberName="CopyTo">
<MemberSignature Language="C#" Value="public void CopyTo (Span&lt;T&gt; destination, int destinationIndex, T defaultValue = null);" />
<MemberSignature Language="C#" Value="public void CopyTo (Span&lt;T&gt; destination, int destinationIndex, T defaultValue = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance void CopyTo(valuetype System.Span`1&lt;!T&gt; destination, int32 destinationIndex, !T defaultValue) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Data.VBuffer`1.CopyTo(System.Span{`0},System.Int32,`0)" />
<MemberSignature Language="VB.NET" Value="Public Sub CopyTo (destination As Span(Of T), destinationIndex As Integer, Optional defaultValue As T = null)" />
@ -398,7 +398,7 @@
For that reason, a single completely isolated lookup, since constructing <see cref="T:System.ReadOnlySpan`1" /> as
<see cref="M:Microsoft.ML.Data.VBuffer`1.GetValues" /> does is not a free operation, it may be more efficient to use this method. However
if one is doing a more involved computation involving many operations, it may be faster to utiltize
if one is doing a more involved computation involving many operations, it may be faster to utilize
<see cref="M:Microsoft.ML.Data.VBuffer`1.GetValues" /> and, if appropriate, <see cref="M:Microsoft.ML.Data.VBuffer`1.GetIndices" /> directly.
</remarks>
</Docs>

Просмотреть файл

@ -14,7 +14,7 @@
<Interfaces />
<Docs>
<summary>
This catalogs instantiatable components (aka, loadable classes). Components are registered via
This catalogs instantiable components (aka, loadable classes). Components are registered via
a descendant of <see cref="T:Microsoft.ML.LoadableClassAttributeBase" />, identifying the names and signature types under which the component
type should be registered. Signatures are delegate types that return void and specify that parameter
types for component instantiation. Each component may also specify an "arguments object" that should
@ -27,6 +27,7 @@
<MemberSignature Language="C#" Value="public void RegisterAssembly (System.Reflection.Assembly assembly, bool throwOnError = true);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance void RegisterAssembly(class System.Reflection.Assembly assembly, bool throwOnError) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Runtime.ComponentCatalog.RegisterAssembly(System.Reflection.Assembly,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="Public Sub RegisterAssembly (assembly As Assembly, Optional throwOnError As Boolean = true)" />
<MemberSignature Language="F#" Value="member this.RegisterAssembly : System.Reflection.Assembly * bool -&gt; unit" Usage="componentCatalog.RegisterAssembly (assembly, throwOnError)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -51,7 +51,7 @@
</Docs>
</Member>
<Member MemberName="Register">
<MemberSignature Language="C#" Value="public Microsoft.ML.Runtime.IHost Register (string name, Nullable&lt;int&gt; seed = null, Nullable&lt;bool&gt; verbose = null);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.Runtime.IHost Register (string name, int? seed = default, bool? verbose = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig newslot virtual instance class Microsoft.ML.Runtime.IHost Register(string name, valuetype System.Nullable`1&lt;int32&gt; seed, valuetype System.Nullable`1&lt;bool&gt; verbose) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Runtime.IHostEnvironment.Register(System.String,System.Nullable{System.Int32},System.Nullable{System.Boolean})" />
<MemberSignature Language="VB.NET" Value="Public Function Register (name As String, Optional seed As Nullable(Of Integer) = null, Optional verbose As Nullable(Of Boolean) = null) As IHost" />

Просмотреть файл

@ -452,6 +452,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.IDataView LoadFeaturizedAdultDataset (Microsoft.ML.MLContext mlContext);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.IDataView LoadFeaturizedAdultDataset(class Microsoft.ML.MLContext mlContext) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.SamplesUtils.DatasetUtils.LoadFeaturizedAdultDataset(Microsoft.ML.MLContext)" />
<MemberSignature Language="VB.NET" Value="Public Shared Function LoadFeaturizedAdultDataset (mlContext As MLContext) As IDataView" />
<MemberSignature Language="F#" Value="static member LoadFeaturizedAdultDataset : Microsoft.ML.MLContext -&gt; Microsoft.ML.IDataView" Usage="Microsoft.ML.SamplesUtils.DatasetUtils.LoadFeaturizedAdultDataset mlContext" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -480,6 +481,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.IDataView LoadFeaturizedMslrWeb10kDataset (Microsoft.ML.MLContext mlContext);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.IDataView LoadFeaturizedMslrWeb10kDataset(class Microsoft.ML.MLContext mlContext) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.SamplesUtils.DatasetUtils.LoadFeaturizedMslrWeb10kDataset(Microsoft.ML.MLContext)" />
<MemberSignature Language="VB.NET" Value="Public Shared Function LoadFeaturizedMslrWeb10kDataset (mlContext As MLContext) As IDataView" />
<MemberSignature Language="F#" Value="static member LoadFeaturizedMslrWeb10kDataset : Microsoft.ML.MLContext -&gt; Microsoft.ML.IDataView" Usage="Microsoft.ML.SamplesUtils.DatasetUtils.LoadFeaturizedMslrWeb10kDataset mlContext" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -503,6 +505,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.IDataView[] LoadFeaturizedSentimentDataset (Microsoft.ML.MLContext mlContext);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.IDataView[] LoadFeaturizedSentimentDataset(class Microsoft.ML.MLContext mlContext) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.SamplesUtils.DatasetUtils.LoadFeaturizedSentimentDataset(Microsoft.ML.MLContext)" />
<MemberSignature Language="VB.NET" Value="Public Shared Function LoadFeaturizedSentimentDataset (mlContext As MLContext) As IDataView()" />
<MemberSignature Language="F#" Value="static member LoadFeaturizedSentimentDataset : Microsoft.ML.MLContext -&gt; Microsoft.ML.IDataView[]" Usage="Microsoft.ML.SamplesUtils.DatasetUtils.LoadFeaturizedSentimentDataset mlContext" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -529,6 +532,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.IDataView LoadHousingRegressionDataset (Microsoft.ML.MLContext mlContext);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.IDataView LoadHousingRegressionDataset(class Microsoft.ML.MLContext mlContext) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.SamplesUtils.DatasetUtils.LoadHousingRegressionDataset(Microsoft.ML.MLContext)" />
<MemberSignature Language="VB.NET" Value="Public Shared Function LoadHousingRegressionDataset (mlContext As MLContext) As IDataView" />
<MemberSignature Language="F#" Value="static member LoadHousingRegressionDataset : Microsoft.ML.MLContext -&gt; Microsoft.ML.IDataView" Usage="Microsoft.ML.SamplesUtils.DatasetUtils.LoadHousingRegressionDataset mlContext" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -18,7 +18,7 @@
</Docs>
<Members>
<Member MemberName="ApproximatedKernelMap">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; ApproximatedKernelMap (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, int rank = 1000, bool useCosAndSinBases = false, Microsoft.ML.Transforms.KernelBase generator = null, Nullable&lt;int&gt; seed = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; ApproximatedKernelMap (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, int rank = 1000, bool useCosAndSinBases = false, Microsoft.ML.Transforms.KernelBase generator = default, int? seed = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; ApproximatedKernelMap(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, int32 rank, bool useCosAndSinBases, class Microsoft.ML.Transforms.KernelBase generator, valuetype System.Nullable`1&lt;int32&gt; seed) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.ApproximatedKernelMappingStaticExtenensions.ApproximatedKernelMap(Microsoft.ML.StaticPipe.Vector{System.Single},System.Int32,System.Boolean,Microsoft.ML.Transforms.KernelBase,System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ApproximatedKernelMap (input As Vector(Of Single), Optional rank As Integer = 1000, Optional useCosAndSinBases As Boolean = false, Optional generator As KernelBase = null, Optional seed As Nullable(Of Integer) = null) As Vector(Of Single)" />

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="AveragedPerceptron">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; AveragedPerceptron (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.IClassificationLoss lossFunction, Microsoft.ML.Trainers.AveragedPerceptronTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) AveragedPerceptron (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.IClassificationLoss lossFunction, Microsoft.ML.Trainers.AveragedPerceptronTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; AveragedPerceptron(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.IClassificationLoss lossFunction, class Microsoft.ML.Trainers.AveragedPerceptronTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.AveragedPerceptronStaticExtensions.AveragedPerceptron(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.IClassificationLoss,Microsoft.ML.Trainers.AveragedPerceptronTrainer.Options,System.Action{Microsoft.ML.Trainers.LinearBinaryModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function AveragedPerceptron (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single), lossFunction As IClassificationLoss, options As AveragedPerceptronTrainer.Options, Optional onFit As Action(Of LinearBinaryModelParameters) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />
<MemberSignature Language="F#" Value="static member AveragedPerceptron : Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.IClassificationLoss * Microsoft.ML.Trainers.AveragedPerceptronTrainer.Options * Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.AveragedPerceptronStaticExtensions.AveragedPerceptron (catalog, label, features, weights, lossFunction, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -50,8 +51,8 @@
<param name="catalog">The binary classification catalog trainer object.</param>
<param name="label">The label, or dependent variable.</param>
<param name="features">The features, or independent variables.</param>
<param name="weights">The optional example weights.</param>
<param name="lossFunction">The custom loss.</param>
<param name="weights">The optional example weights.</param>
<param name="options">Advanced arguments to the algorithm.</param>
<param name="onFit">A delegate that is called every time the
<see cref="M:Microsoft.ML.StaticPipe.Estimator`3.Fit(Microsoft.ML.StaticPipe.DataView{`0})" /> method is called on the
@ -73,7 +74,7 @@
</Docs>
</Member>
<Member MemberName="AveragedPerceptron">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; AveragedPerceptron (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, Microsoft.ML.Trainers.IClassificationLoss lossFunction = null, float learningRate = 1, bool decreaseLearningRate = false, float l2Regularization = 0, int numIterations = 1, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) AveragedPerceptron (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, Microsoft.ML.Trainers.IClassificationLoss lossFunction = default, float learningRate = 1, bool decreaseLearningRate = false, float l2Regularization = 0, int numIterations = 1, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; AveragedPerceptron(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.IClassificationLoss lossFunction, float32 learningRate, bool decreaseLearningRate, float32 l2Regularization, int32 numIterations, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.AveragedPerceptronStaticExtensions.AveragedPerceptron(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.IClassificationLoss,System.Single,System.Boolean,System.Single,System.Int32,System.Action{Microsoft.ML.Trainers.LinearBinaryModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function AveragedPerceptron (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional lossFunction As IClassificationLoss = null, Optional learningRate As Single = 1, Optional decreaseLearningRate As Boolean = false, Optional l2Regularization As Single = 0, Optional numIterations As Integer = 1, Optional onFit As Action(Of LinearBinaryModelParameters) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />
@ -107,8 +108,8 @@
<param name="catalog">The binary classification catalog trainer object.</param>
<param name="label">The label, or dependent variable.</param>
<param name="features">The features, or independent variables.</param>
<param name="weights">The optional example weights.</param>
<param name="lossFunction">The custom loss.</param>
<param name="weights">The optional example weights.</param>
<param name="learningRate">The learning Rate.</param>
<param name="decreaseLearningRate">Decrease learning rate as iterations progress.</param>
<param name="l2Regularization">L2 regularization weight.</param>

Просмотреть файл

@ -18,9 +18,10 @@
</Docs>
<Members>
<Member MemberName="OneHotEncoding">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; OneHotEncoding (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotScalarOutputKind outputKind = Microsoft.ML.StaticPipe.CategoricalStaticExtensions+OneHotScalarOutputKind.Ind, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maximumNumberOfItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; OneHotEncoding (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotScalarOutputKind outputKind = Microsoft.ML.StaticPipe.CategoricalStaticExtensions+OneHotScalarOutputKind.Ind, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maximumNumberOfItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; OneHotEncoding(class Microsoft.ML.StaticPipe.Scalar`1&lt;string&gt; input, valuetype Microsoft.ML.StaticPipe.CategoricalStaticExtensions/OneHotScalarOutputKind outputKind, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maximumNumberOfItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotEncoding(Microsoft.ML.StaticPipe.Scalar{System.String},Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotScalarOutputKind,Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.ReadOnlyMemory{System.Char}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function OneHotEncoding (input As Scalar(Of String), Optional outputKind As CategoricalStaticExtensions.OneHotScalarOutputKind = Microsoft.ML.StaticPipe.CategoricalStaticExtensions+OneHotScalarOutputKind.Ind, Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maximumNumberOfItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ReadOnlyMemory(Of Char)).OnFit = null) As Vector(Of Single)" />
<MemberSignature Language="F#" Value="static member OneHotEncoding : Microsoft.ML.StaticPipe.Scalar&lt;string&gt; * Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotScalarOutputKind * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotEncoding (input, outputKind, keyOrdinality, maximumNumberOfItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -51,9 +52,10 @@
</Docs>
</Member>
<Member MemberName="OneHotEncoding">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; OneHotEncoding (this Microsoft.ML.StaticPipe.Vector&lt;string&gt; input, Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotVectorOutputKind outputKind = Microsoft.ML.StaticPipe.CategoricalStaticExtensions+OneHotVectorOutputKind.Ind, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maximumNumberOfItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; OneHotEncoding (this Microsoft.ML.StaticPipe.Vector&lt;string&gt; input, Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotVectorOutputKind outputKind = Microsoft.ML.StaticPipe.CategoricalStaticExtensions+OneHotVectorOutputKind.Ind, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maximumNumberOfItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; OneHotEncoding(class Microsoft.ML.StaticPipe.Vector`1&lt;string&gt; input, valuetype Microsoft.ML.StaticPipe.CategoricalStaticExtensions/OneHotVectorOutputKind outputKind, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maximumNumberOfItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotEncoding(Microsoft.ML.StaticPipe.Vector{System.String},Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotVectorOutputKind,Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.ReadOnlyMemory{System.Char}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function OneHotEncoding (input As Vector(Of String), Optional outputKind As CategoricalStaticExtensions.OneHotVectorOutputKind = Microsoft.ML.StaticPipe.CategoricalStaticExtensions+OneHotVectorOutputKind.Ind, Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maximumNumberOfItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ReadOnlyMemory(Of Char)).OnFit = null) As Vector(Of Single)" />
<MemberSignature Language="F#" Value="static member OneHotEncoding : Microsoft.ML.StaticPipe.Vector&lt;string&gt; * Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotVectorOutputKind * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.CategoricalStaticExtensions.OneHotEncoding (input, outputKind, keyOrdinality, maximumNumberOfItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -55,9 +55,6 @@
<MemberSignature Language="VB.NET" Value="Public ReadOnly Property WrappedColumn As PipelineColumn" />
<MemberSignature Language="F#" Value="member this.WrappedColumn : Microsoft.ML.StaticPipe.PipelineColumn" Usage="Microsoft.ML.StaticPipe.ConcatStaticExtensions.ScalarOrVectorOrVarVector&lt;'T&gt;.WrappedColumn" />
<MemberType>Property</MemberType>
<Implements>
<InterfaceMember>P:Microsoft.ML.StaticPipe.ConcatStaticExtensions.IContainsColumn.WrappedColumn</InterfaceMember>
</Implements>
<AssemblyInfo>
<AssemblyName>Microsoft.ML.StaticPipe</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>

Просмотреть файл

@ -27,6 +27,7 @@
<MemberSignature Language="C#" Value="protected Custom (Microsoft.ML.StaticPipe.Reconciler reconciler, params Microsoft.ML.StaticPipe.PipelineColumn[] dependencies);" />
<MemberSignature Language="ILAsm" Value=".method familyhidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.Reconciler reconciler, class Microsoft.ML.StaticPipe.PipelineColumn[] dependencies) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.Custom`1.#ctor(Microsoft.ML.StaticPipe.Reconciler,Microsoft.ML.StaticPipe.PipelineColumn[])" />
<MemberSignature Language="VB.NET" Value="Protected Sub New (reconciler As Reconciler, ParamArray dependencies As PipelineColumn())" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.Custom&lt;'T&gt; : Microsoft.ML.StaticPipe.Reconciler * Microsoft.ML.StaticPipe.PipelineColumn[] -&gt; Microsoft.ML.StaticPipe.Custom&lt;'T&gt;" Usage="new Microsoft.ML.StaticPipe.Custom&lt;'T&gt; (reconciler, dependencies)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -18,7 +18,7 @@
</Docs>
<Members>
<Member MemberName="CreateTextLoader&lt;TShape&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.DataLoader&lt;Microsoft.ML.Data.IMultiStreamSource,TShape&gt; CreateTextLoader&lt;TShape&gt; (this Microsoft.ML.DataOperationsCatalog catalog, Func&lt;Microsoft.ML.StaticPipe.TextLoaderStatic.Context,TShape&gt; func, Microsoft.ML.Data.IMultiStreamSource files = null, bool hasHeader = false, char separator = '\t', bool allowQuoting = true, bool allowSparse = true, bool trimWhitspace = false);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.DataLoader&lt;Microsoft.ML.Data.IMultiStreamSource,TShape&gt; CreateTextLoader&lt;TShape&gt; (this Microsoft.ML.DataOperationsCatalog catalog, Func&lt;Microsoft.ML.StaticPipe.TextLoaderStatic.Context,TShape&gt; func, Microsoft.ML.Data.IMultiStreamSource files = default, bool hasHeader = false, char separator = '\t', bool allowQuoting = true, bool allowSparse = true, bool trimWhitspace = false);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.DataLoader`2&lt;class Microsoft.ML.Data.IMultiStreamSource, !!TShape&gt; CreateTextLoader&lt;TShape&gt;(class Microsoft.ML.DataOperationsCatalog catalog, class System.Func`2&lt;class Microsoft.ML.StaticPipe.TextLoaderStatic/Context, !!TShape&gt; func, class Microsoft.ML.Data.IMultiStreamSource files, bool hasHeader, char separator, bool allowQuoting, bool allowSparse, bool trimWhitspace) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.DataLoadSaveOperationsExtensions.CreateTextLoader``1(Microsoft.ML.DataOperationsCatalog,System.Func{Microsoft.ML.StaticPipe.TextLoaderStatic.Context,``0},Microsoft.ML.Data.IMultiStreamSource,System.Boolean,System.Char,System.Boolean,System.Boolean,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function CreateTextLoader(Of TShape) (catalog As DataOperationsCatalog, func As Func(Of TextLoaderStatic.Context, TShape), Optional files As IMultiStreamSource = null, Optional hasHeader As Boolean = false, Optional separator As Char = '\t', Optional allowQuoting As Boolean = true, Optional allowSparse As Boolean = true, Optional trimWhitspace As Boolean = false) As DataLoader(Of IMultiStreamSource, TShape)" />

Просмотреть файл

@ -106,7 +106,7 @@
</Docs>
</Member>
<Member MemberName="Evaluate&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.ClusteringMetrics Evaluate&lt;T&gt; (this Microsoft.ML.ClusteringCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;T&gt; data, Func&lt;T,Microsoft.ML.StaticPipe.Vector&lt;float&gt;&gt; score, Func&lt;T,Microsoft.ML.StaticPipe.Key&lt;uint&gt;&gt; label = null, Func&lt;T,Microsoft.ML.StaticPipe.Vector&lt;float&gt;&gt; features = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.ClusteringMetrics Evaluate&lt;T&gt; (this Microsoft.ML.ClusteringCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;T&gt; data, Func&lt;T,Microsoft.ML.StaticPipe.Vector&lt;float&gt;&gt; score, Func&lt;T,Microsoft.ML.StaticPipe.Key&lt;uint&gt;&gt; label = default, Func&lt;T,Microsoft.ML.StaticPipe.Vector&lt;float&gt;&gt; features = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.Data.ClusteringMetrics Evaluate&lt;T&gt;(class Microsoft.ML.ClusteringCatalog catalog, class Microsoft.ML.StaticPipe.DataView`1&lt;!!T&gt; data, class System.Func`2&lt;!!T, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;&gt; score, class System.Func`2&lt;!!T, class Microsoft.ML.StaticPipe.Key`1&lt;unsigned int32&gt;&gt; label, class System.Func`2&lt;!!T, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;&gt; features) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.EvaluatorStaticExtensions.Evaluate``1(Microsoft.ML.ClusteringCatalog,Microsoft.ML.StaticPipe.DataView{``0},System.Func{``0,Microsoft.ML.StaticPipe.Vector{System.Single}},System.Func{``0,Microsoft.ML.StaticPipe.Key{System.UInt32}},System.Func{``0,Microsoft.ML.StaticPipe.Vector{System.Single}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Evaluate(Of T) (catalog As ClusteringCatalog, data As DataView(Of T), score As Func(Of T, Vector(Of Single)), Optional label As Func(Of T, Key(Of UInteger)) = null, Optional features As Func(Of T, Vector(Of Single)) = null) As ClusteringMetrics" />
@ -144,7 +144,7 @@
</Docs>
</Member>
<Member MemberName="Evaluate&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.RegressionMetrics Evaluate&lt;T&gt; (this Microsoft.ML.RegressionCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;T&gt; data, Func&lt;T,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;&gt; label, Func&lt;T,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;&gt; score, Microsoft.ML.Trainers.IRegressionLoss lossFunction = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.Data.RegressionMetrics Evaluate&lt;T&gt; (this Microsoft.ML.RegressionCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;T&gt; data, Func&lt;T,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;&gt; label, Func&lt;T,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;&gt; score, Microsoft.ML.Trainers.IRegressionLoss lossFunction = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.Data.RegressionMetrics Evaluate&lt;T&gt;(class Microsoft.ML.RegressionCatalog catalog, class Microsoft.ML.StaticPipe.DataView`1&lt;!!T&gt; data, class System.Func`2&lt;!!T, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;&gt; label, class System.Func`2&lt;!!T, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;&gt; score, class Microsoft.ML.Trainers.IRegressionLoss lossFunction) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.EvaluatorStaticExtensions.Evaluate``1(Microsoft.ML.RegressionCatalog,Microsoft.ML.StaticPipe.DataView{``0},System.Func{``0,Microsoft.ML.StaticPipe.Scalar{System.Single}},System.Func{``0,Microsoft.ML.StaticPipe.Scalar{System.Single}},Microsoft.ML.Trainers.IRegressionLoss)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Evaluate(Of T) (catalog As RegressionCatalog, data As DataView(Of T), label As Func(Of T, Scalar(Of Single)), score As Func(Of T, Scalar(Of Single)), Optional lossFunction As IRegressionLoss = null) As RegressionMetrics" />

Просмотреть файл

@ -20,7 +20,7 @@
</Docs>
<Members>
<Member MemberName="FieldAwareFactorizationMachine">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; FieldAwareFactorizationMachine (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt;[] features, Action&lt;Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) FieldAwareFactorizationMachine (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt;[] features, Action&lt;Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; FieldAwareFactorizationMachine(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;[] features, class System.Action`1&lt;class Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.FactorizationMachineExtensions.FieldAwareFactorizationMachine(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single}[],System.Action{Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FieldAwareFactorizationMachine (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single)(), Optional onFit As Action(Of FieldAwareFactorizationMachineModelParameters) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />
@ -61,9 +61,10 @@
</Docs>
</Member>
<Member MemberName="FieldAwareFactorizationMachine">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; FieldAwareFactorizationMachine (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt;[] features, Microsoft.ML.Trainers.FieldAwareFactorizationMachineTrainer.Options options, Action&lt;Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) FieldAwareFactorizationMachine (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt;[] features, Microsoft.ML.Trainers.FieldAwareFactorizationMachineTrainer.Options options, Action&lt;Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; FieldAwareFactorizationMachine(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;[] features, class Microsoft.ML.Trainers.FieldAwareFactorizationMachineTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.FactorizationMachineExtensions.FieldAwareFactorizationMachine(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single}[],Microsoft.ML.Trainers.FieldAwareFactorizationMachineTrainer.Options,System.Action{Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FieldAwareFactorizationMachine (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single)(), options As FieldAwareFactorizationMachineTrainer.Options, Optional onFit As Action(Of FieldAwareFactorizationMachineModelParameters) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />
<MemberSignature Language="F#" Value="static member FieldAwareFactorizationMachine : Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt;[] * Microsoft.ML.Trainers.FieldAwareFactorizationMachineTrainer.Options * Action&lt;Microsoft.ML.Trainers.FieldAwareFactorizationMachineModelParameters&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.FactorizationMachineExtensions.FieldAwareFactorizationMachine (catalog, label, features, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -160,7 +160,7 @@
</Docs>
</Member>
<Member MemberName="LoadAsImage">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Custom&lt;Microsoft.ML.StaticPipe.UnknownSizeBitmap&gt; LoadAsImage (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; path, string relativeTo = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Custom&lt;Microsoft.ML.StaticPipe.UnknownSizeBitmap&gt; LoadAsImage (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; path, string relativeTo = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Custom`1&lt;class Microsoft.ML.StaticPipe.UnknownSizeBitmap&gt; LoadAsImage(class Microsoft.ML.StaticPipe.Scalar`1&lt;string&gt; path, string relativeTo) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.ImageStaticPipe.LoadAsImage(Microsoft.ML.StaticPipe.Scalar{System.String},System.String)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LoadAsImage (path As Scalar(Of String), Optional relativeTo As String = null) As Custom(Of UnknownSizeBitmap)" />

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="KMeans">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint&gt;&gt; KMeans (this Microsoft.ML.ClusteringCatalog.ClusteringTrainers catalog, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.KMeansTrainer.Options options, Action&lt;Microsoft.ML.Trainers.KMeansModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint&gt;) KMeans (this Microsoft.ML.ClusteringCatalog.ClusteringTrainers catalog, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.KMeansTrainer.Options options, Action&lt;Microsoft.ML.Trainers.KMeansModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`1&lt;unsigned int32&gt;&gt; KMeans(class Microsoft.ML.ClusteringCatalog/ClusteringTrainers catalog, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.KMeansTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.KMeansModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.KMeansClusteringExtensions.KMeans(Microsoft.ML.ClusteringCatalog.ClusteringTrainers,Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.KMeansTrainer.Options,System.Action{Microsoft.ML.Trainers.KMeansModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function KMeans (catalog As ClusteringCatalog.ClusteringTrainers, features As Vector(Of Single), weights As Scalar(Of Single), options As KMeansTrainer.Options, Optional onFit As Action(Of KMeansModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger))" />
<MemberSignature Language="F#" Value="static member KMeans : Microsoft.ML.ClusteringCatalog.ClusteringTrainers * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.KMeansTrainer.Options * Action&lt;Microsoft.ML.Trainers.KMeansModelParameters&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;single&gt;, Microsoft.ML.StaticPipe.Key&lt;uint32&gt;&gt;" Usage="Microsoft.ML.StaticPipe.KMeansClusteringExtensions.KMeans (catalog, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -62,7 +63,7 @@
</Docs>
</Member>
<Member MemberName="KMeans">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint&gt;&gt; KMeans (this Microsoft.ML.ClusteringCatalog.ClusteringTrainers catalog, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, int clustersCount = 5, Action&lt;Microsoft.ML.Trainers.KMeansModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint&gt;) KMeans (this Microsoft.ML.ClusteringCatalog.ClusteringTrainers catalog, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, int clustersCount = 5, Action&lt;Microsoft.ML.Trainers.KMeansModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`1&lt;unsigned int32&gt;&gt; KMeans(class Microsoft.ML.ClusteringCatalog/ClusteringTrainers catalog, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, int32 clustersCount, class System.Action`1&lt;class Microsoft.ML.Trainers.KMeansModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.KMeansClusteringExtensions.KMeans(Microsoft.ML.ClusteringCatalog.ClusteringTrainers,Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Int32,System.Action{Microsoft.ML.Trainers.KMeansModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function KMeans (catalog As ClusteringCatalog.ClusteringTrainers, features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional clustersCount As Integer = 5, Optional onFit As Action(Of KMeansModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger))" />

Просмотреть файл

@ -30,6 +30,7 @@
<MemberSignature Language="C#" Value="protected Key (Microsoft.ML.StaticPipe.Reconciler reconciler, params Microsoft.ML.StaticPipe.PipelineColumn[] dependencies);" />
<MemberSignature Language="ILAsm" Value=".method familyhidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.Reconciler reconciler, class Microsoft.ML.StaticPipe.PipelineColumn[] dependencies) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.Key`1.#ctor(Microsoft.ML.StaticPipe.Reconciler,Microsoft.ML.StaticPipe.PipelineColumn[])" />
<MemberSignature Language="VB.NET" Value="Protected Sub New (reconciler As Reconciler, ParamArray dependencies As PipelineColumn())" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.Key&lt;'T&gt; : Microsoft.ML.StaticPipe.Reconciler * Microsoft.ML.StaticPipe.PipelineColumn[] -&gt; Microsoft.ML.StaticPipe.Key&lt;'T&gt;" Usage="new Microsoft.ML.StaticPipe.Key&lt;'T&gt; (reconciler, dependencies)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -35,6 +35,7 @@
<MemberSignature Language="C#" Value="protected Key (Microsoft.ML.StaticPipe.Reconciler reconciler, params Microsoft.ML.StaticPipe.PipelineColumn[] dependencies);" />
<MemberSignature Language="ILAsm" Value=".method familyhidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.Reconciler reconciler, class Microsoft.ML.StaticPipe.PipelineColumn[] dependencies) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.Key`2.#ctor(Microsoft.ML.StaticPipe.Reconciler,Microsoft.ML.StaticPipe.PipelineColumn[])" />
<MemberSignature Language="VB.NET" Value="Protected Sub New (reconciler As Reconciler, ParamArray dependencies As PipelineColumn())" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.Key&lt;'T, 'Val&gt; : Microsoft.ML.StaticPipe.Reconciler * Microsoft.ML.StaticPipe.PipelineColumn[] -&gt; Microsoft.ML.StaticPipe.Key&lt;'T, 'Val&gt;" Usage="new Microsoft.ML.StaticPipe.Key&lt;'T, 'Val&gt; (reconciler, dependencies)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -18,8 +18,7 @@
<ReturnType>System.Void</ReturnType>
</ReturnValue>
<Docs>
<param name="result">
</param>
<param name="result" />
<summary>
For user defined delegates that accept instances of the containing type.
</summary>

Просмотреть файл

@ -18,9 +18,10 @@
</Docs>
<Members>
<Member MemberName="LatentDirichletAllocation">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; LatentDirichletAllocation (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, int numberOfTopics = 100, float alphaSum = 100, float beta = 0.01, int samplingStepCount = 4, int maximumNumberOfIterations = 200, int likelihoodInterval = 5, int numberOfThreads = 0, int maximumTokenCountPerDocument = 512, int numberOfSummaryTermsPerTopic = 10, int numberOfBurninIterations = 10, bool resetRandomGenerator = false, Microsoft.ML.StaticPipe.LatentDirichletAllocationFitResult.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; LatentDirichletAllocation (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, int numberOfTopics = 100, float alphaSum = 100, float beta = 0.01, int samplingStepCount = 4, int maximumNumberOfIterations = 200, int likelihoodInterval = 5, int numberOfThreads = 0, int maximumTokenCountPerDocument = 512, int numberOfSummaryTermsPerTopic = 10, int numberOfBurninIterations = 10, bool resetRandomGenerator = false, Microsoft.ML.StaticPipe.LatentDirichletAllocationFitResult.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; LatentDirichletAllocation(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, int32 numberOfTopics, float32 alphaSum, float32 beta, int32 samplingStepCount, int32 maximumNumberOfIterations, int32 likelihoodInterval, int32 numberOfThreads, int32 maximumTokenCountPerDocument, int32 numberOfSummaryTermsPerTopic, int32 numberOfBurninIterations, bool resetRandomGenerator, class Microsoft.ML.StaticPipe.LatentDirichletAllocationFitResult/OnFit onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.LatentDirichletAllocationStaticExtensions.LatentDirichletAllocation(Microsoft.ML.StaticPipe.Vector{System.Single},System.Int32,System.Single,System.Single,System.Int32,System.Int32,System.Int32,System.Int32,System.Int32,System.Int32,System.Int32,System.Boolean,Microsoft.ML.StaticPipe.LatentDirichletAllocationFitResult.OnFit)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LatentDirichletAllocation (input As Vector(Of Single), Optional numberOfTopics As Integer = 100, Optional alphaSum As Single = 100, Optional beta As Single = 0.01, Optional samplingStepCount As Integer = 4, Optional maximumNumberOfIterations As Integer = 200, Optional likelihoodInterval As Integer = 5, Optional numberOfThreads As Integer = 0, Optional maximumTokenCountPerDocument As Integer = 512, Optional numberOfSummaryTermsPerTopic As Integer = 10, Optional numberOfBurninIterations As Integer = 10, Optional resetRandomGenerator As Boolean = false, Optional onFit As LatentDirichletAllocationFitResult.OnFit = null) As Vector(Of Single)" />
<MemberSignature Language="F#" Value="static member LatentDirichletAllocation : Microsoft.ML.StaticPipe.Vector&lt;single&gt; * int * single * single * int * int * int * int * int * int * int * bool * Microsoft.ML.StaticPipe.LatentDirichletAllocationFitResult.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.LatentDirichletAllocationStaticExtensions.LatentDirichletAllocation (input, numberOfTopics, alphaSum, beta, samplingStepCount, maximumNumberOfIterations, likelihoodInterval, numberOfThreads, maximumTokenCountPerDocument, numberOfSummaryTermsPerTopic, numberOfBurninIterations, resetRandomGenerator, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="LbfgsLogisticRegression">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; LbfgsLogisticRegression (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer.Options options, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) LbfgsLogisticRegression (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer.Options options, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; LbfgsLogisticRegression(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Calibrators.CalibratedModelParametersBase`2&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters, class Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.LbfgsBinaryStaticExtensions.LbfgsLogisticRegression(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer.Options,System.Action{Microsoft.ML.Calibrators.CalibratedModelParametersBase{Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LbfgsLogisticRegression (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single), options As LbfgsLogisticRegressionBinaryTrainer.Options, Optional onFit As Action(Of CalibratedModelParametersBase(Of LinearBinaryModelParameters, PlattCalibrator)) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />
<MemberSignature Language="F#" Value="static member LbfgsLogisticRegression : Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer.Options * Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters, Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.LbfgsBinaryStaticExtensions.LbfgsLogisticRegression (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -50,12 +51,12 @@
<param name="label">The label, or dependent variable.</param>
<param name="features">The features, or independent variables.</param>
<param name="weights">The optional example weights.</param>
<param name="options">Advanced arguments to the algorithm.</param>
<param name="onFit">A delegate that is called every time the
<see cref="M:Microsoft.ML.StaticPipe.Estimator`3.Fit(Microsoft.ML.StaticPipe.DataView{`0})" /> method is called on the
<see cref="T:Microsoft.ML.StaticPipe.Estimator`3" /> instance created out of this. This delegate will receive
the linear model that was trained. Note that this action cannot change the result in any way; it is only a way for the caller to
be informed about what was learnt.</param>
<param name="options">Advanced arguments to the algorithm.</param>
<summary>
Predict a target using a linear binary classification model trained with the <see cref="T:Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer" /> trainer.
</summary>
@ -64,7 +65,7 @@
</Docs>
</Member>
<Member MemberName="LbfgsLogisticRegression">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; LbfgsLogisticRegression (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, float l1Regularization = 1, float l2Regularization = 1, float optimizationTolerance = 1E-07, int historySize = 20, bool enforceNonNegativity = false, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) LbfgsLogisticRegression (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, float l1Regularization = 1, float l2Regularization = 1, float optimizationTolerance = 1E-07, int historySize = 20, bool enforceNonNegativity = false, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; LbfgsLogisticRegression(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, float32 l1Regularization, float32 l2Regularization, float32 optimizationTolerance, int32 historySize, bool enforceNonNegativity, class System.Action`1&lt;class Microsoft.ML.Calibrators.CalibratedModelParametersBase`2&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters, class Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.LbfgsBinaryStaticExtensions.LbfgsLogisticRegression(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Single,System.Single,System.Single,System.Int32,System.Boolean,System.Action{Microsoft.ML.Calibrators.CalibratedModelParametersBase{Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LbfgsLogisticRegression (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional l1Regularization As Single = 1, Optional l2Regularization As Single = 1, Optional optimizationTolerance As Single = 1E-07, Optional historySize As Integer = 20, Optional enforceNonNegativity As Boolean = false, Optional onFit As Action(Of CalibratedModelParametersBase(Of LinearBinaryModelParameters, PlattCalibrator)) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />
@ -99,11 +100,11 @@
<param name="label">The label, or dependent variable.</param>
<param name="features">The features, or independent variables.</param>
<param name="weights">The optional example weights.</param>
<param name="enforceNonNegativity">Enforce non-negative weights.</param>
<param name="l1Regularization">Weight of L1 regularization term.</param>
<param name="l2Regularization">Weight of L2 regularization term.</param>
<param name="optimizationTolerance">Threshold for optimizer convergence.</param>
<param name="historySize">Memory size for <see cref="T:Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer" />. Low=faster, less accurate.</param>
<param name="enforceNonNegativity">Enforce non-negative weights.</param>
<param name="optimizationTolerance">Threshold for optimizer convergence.</param>
<param name="onFit">A delegate that is called every time the
<see cref="M:Microsoft.ML.StaticPipe.Estimator`3.Fit(Microsoft.ML.StaticPipe.DataView{`0})" /> method is called on the
<see cref="T:Microsoft.ML.StaticPipe.Estimator`3" /> instance created out of this. This delegate will receive

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="LbfgsMaximumEntropy&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;&gt; LbfgsMaximumEntropy&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.LbfgsMaximumEntropyMulticlassTrainer.Options options, Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;) LbfgsMaximumEntropy&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.LbfgsMaximumEntropyMulticlassTrainer.Options options, Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt;&gt; LbfgsMaximumEntropy&lt;TVal&gt;(class Microsoft.ML.MulticlassClassificationCatalog/MulticlassClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.LbfgsMaximumEntropyMulticlassTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.LbfgsMulticlassStaticExtensions.LbfgsMaximumEntropy``1(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.LbfgsMaximumEntropyMulticlassTrainer.Options,System.Action{Microsoft.ML.Trainers.MaximumEntropyModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LbfgsMaximumEntropy(Of TVal) (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, label As Key(Of UInteger, TVal), features As Vector(Of Single), weights As Scalar(Of Single), options As LbfgsMaximumEntropyMulticlassTrainer.Options, Optional onFit As Action(Of MaximumEntropyModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger, TVal))" />
<MemberSignature Language="F#" Value="static member LbfgsMaximumEntropy : Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers * Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.LbfgsMaximumEntropyMulticlassTrainer.Options * Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;single&gt;, Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt;&gt;" Usage="Microsoft.ML.StaticPipe.LbfgsMulticlassStaticExtensions.LbfgsMaximumEntropy (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -68,7 +69,7 @@
</Docs>
</Member>
<Member MemberName="LbfgsMaximumEntropy&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;&gt; LbfgsMaximumEntropy&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, float l1Regularization = 1, float l2Regularization = 1, float optimizationTolerance = 1E-07, int historySize = 20, bool enforceNonNegativity = false, Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;) LbfgsMaximumEntropy&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, float l1Regularization = 1, float l2Regularization = 1, float optimizationTolerance = 1E-07, int historySize = 20, bool enforceNonNegativity = false, Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt;&gt; LbfgsMaximumEntropy&lt;TVal&gt;(class Microsoft.ML.MulticlassClassificationCatalog/MulticlassClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, float32 l1Regularization, float32 l2Regularization, float32 optimizationTolerance, int32 historySize, bool enforceNonNegativity, class System.Action`1&lt;class Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.LbfgsMulticlassStaticExtensions.LbfgsMaximumEntropy``1(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Single,System.Single,System.Single,System.Int32,System.Boolean,System.Action{Microsoft.ML.Trainers.MaximumEntropyModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LbfgsMaximumEntropy(Of TVal) (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, label As Key(Of UInteger, TVal), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional l1Regularization As Single = 1, Optional l2Regularization As Single = 1, Optional optimizationTolerance As Single = 1E-07, Optional historySize As Integer = 20, Optional enforceNonNegativity As Boolean = false, Optional onFit As Action(Of MaximumEntropyModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger, TVal))" />
@ -107,11 +108,11 @@
<param name="label">The label, or dependent variable.</param>
<param name="features">The features, or independent variables.</param>
<param name="weights">The optional example weights.</param>
<param name="enforceNonNegativity">Enforce non-negative weights.</param>
<param name="l1Regularization">Weight of L1 regularization term.</param>
<param name="l2Regularization">Weight of L2 regularization term.</param>
<param name="optimizationTolerance">Threshold for optimizer convergence.</param>
<param name="historySize">Memory size for <see cref="T:Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer" />. Low=faster, less accurate.</param>
<param name="enforceNonNegativity">Enforce non-negative weights.</param>
<param name="optimizationTolerance">Threshold for optimizer convergence.</param>
<param name="onFit">A delegate that is called every time the
<see cref="M:Microsoft.ML.StaticPipe.Estimator`3.Fit(Microsoft.ML.StaticPipe.DataView{`0})" /> method is called on the
<see cref="T:Microsoft.ML.StaticPipe.Estimator`3" /> instance created out of this. This delegate will receive

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="LbfgsPoissonRegression">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; LbfgsPoissonRegression (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.LbfgsPoissonRegressionTrainer.Options options, Action&lt;Microsoft.ML.Trainers.PoissonRegressionModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; LbfgsPoissonRegression (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.LbfgsPoissonRegressionTrainer.Options options, Action&lt;Microsoft.ML.Trainers.PoissonRegressionModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; LbfgsPoissonRegression(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.LbfgsPoissonRegressionTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.PoissonRegressionModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.LbfgsRegressionStaticExtensions.LbfgsPoissonRegression(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.LbfgsPoissonRegressionTrainer.Options,System.Action{Microsoft.ML.Trainers.PoissonRegressionModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LbfgsPoissonRegression (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), features As Vector(Of Single), weights As Scalar(Of Single), options As LbfgsPoissonRegressionTrainer.Options, Optional onFit As Action(Of PoissonRegressionModelParameters) = null) As Scalar(Of Single)" />
<MemberSignature Language="F#" Value="static member LbfgsPoissonRegression : Microsoft.ML.RegressionCatalog.RegressionTrainers * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.LbfgsPoissonRegressionTrainer.Options * Action&lt;Microsoft.ML.Trainers.PoissonRegressionModelParameters&gt; -&gt; Microsoft.ML.StaticPipe.Scalar&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.LbfgsRegressionStaticExtensions.LbfgsPoissonRegression (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -59,7 +60,7 @@
</Docs>
</Member>
<Member MemberName="LbfgsPoissonRegression">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; LbfgsPoissonRegression (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, float l1Regularization = 1, float l2Regularization = 1, float optimizationTolerance = 1E-07, int historySize = 20, bool enforceNonNegativity = false, Action&lt;Microsoft.ML.Trainers.PoissonRegressionModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; LbfgsPoissonRegression (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, float l1Regularization = 1, float l2Regularization = 1, float optimizationTolerance = 1E-07, int historySize = 20, bool enforceNonNegativity = false, Action&lt;Microsoft.ML.Trainers.PoissonRegressionModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; LbfgsPoissonRegression(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, float32 l1Regularization, float32 l2Regularization, float32 optimizationTolerance, int32 historySize, bool enforceNonNegativity, class System.Action`1&lt;class Microsoft.ML.Trainers.PoissonRegressionModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.LbfgsRegressionStaticExtensions.LbfgsPoissonRegression(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Single,System.Single,System.Single,System.Int32,System.Boolean,System.Action{Microsoft.ML.Trainers.PoissonRegressionModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function LbfgsPoissonRegression (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional l1Regularization As Single = 1, Optional l2Regularization As Single = 1, Optional optimizationTolerance As Single = 1E-07, Optional historySize As Integer = 20, Optional enforceNonNegativity As Boolean = false, Optional onFit As Action(Of PoissonRegressionModelParameters) = null) As Scalar(Of Single)" />
@ -89,11 +90,11 @@
<param name="label">The label, or dependent variable.</param>
<param name="features">The features, or independent variables.</param>
<param name="weights">The optional example weights.</param>
<param name="enforceNonNegativity">Enforce non-negative weights.</param>
<param name="l1Regularization">Weight of L1 regularization term.</param>
<param name="l2Regularization">Weight of L2 regularization term.</param>
<param name="optimizationTolerance">Threshold for optimizer convergence.</param>
<param name="historySize">Memory size for <see cref="T:Microsoft.ML.Trainers.LbfgsLogisticRegressionBinaryTrainer" />. Low=faster, less accurate.</param>
<param name="enforceNonNegativity">Enforce non-negative weights.</param>
<param name="optimizationTolerance">Threshold for optimizer convergence.</param>
<param name="onFit">A delegate that is called every time the
<see cref="M:Microsoft.ML.StaticPipe.Estimator`3.Fit(Microsoft.ML.StaticPipe.DataView{`0})" /> method is called on the
<see cref="T:Microsoft.ML.StaticPipe.Estimator`3" /> instance created out of this. This delegate will receive

Просмотреть файл

@ -18,9 +18,10 @@
</Docs>
<Members>
<Member MemberName="MatrixFactorization&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; MatrixFactorization&lt;T&gt; (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Key&lt;T&gt; matrixColumnIndex, Microsoft.ML.StaticPipe.Key&lt;T&gt; matrixRowIndex, Microsoft.ML.Trainers.MatrixFactorizationTrainer.Options options, Action&lt;Microsoft.ML.Trainers.Recommender.MatrixFactorizationModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; MatrixFactorization&lt;T&gt; (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Key&lt;T&gt; matrixColumnIndex, Microsoft.ML.StaticPipe.Key&lt;T&gt; matrixRowIndex, Microsoft.ML.Trainers.MatrixFactorizationTrainer.Options options, Action&lt;Microsoft.ML.Trainers.Recommender.MatrixFactorizationModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; MatrixFactorization&lt;T&gt;(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Key`1&lt;!!T&gt; matrixColumnIndex, class Microsoft.ML.StaticPipe.Key`1&lt;!!T&gt; matrixRowIndex, class Microsoft.ML.Trainers.MatrixFactorizationTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.Recommender.MatrixFactorizationModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.MatrixFactorizationExtensions.MatrixFactorization``1(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Key{``0},Microsoft.ML.StaticPipe.Key{``0},Microsoft.ML.Trainers.MatrixFactorizationTrainer.Options,System.Action{Microsoft.ML.Trainers.Recommender.MatrixFactorizationModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function MatrixFactorization(Of T) (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), matrixColumnIndex As Key(Of T), matrixRowIndex As Key(Of T), options As MatrixFactorizationTrainer.Options, Optional onFit As Action(Of MatrixFactorizationModelParameters) = null) As Scalar(Of Single)" />
<MemberSignature Language="F#" Value="static member MatrixFactorization : Microsoft.ML.RegressionCatalog.RegressionTrainers * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.Key&lt;'T&gt; * Microsoft.ML.StaticPipe.Key&lt;'T&gt; * Microsoft.ML.Trainers.MatrixFactorizationTrainer.Options * Action&lt;Microsoft.ML.Trainers.Recommender.MatrixFactorizationModelParameters&gt; -&gt; Microsoft.ML.StaticPipe.Scalar&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.MatrixFactorizationExtensions.MatrixFactorization (catalog, label, matrixColumnIndex, matrixRowIndex, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -20,7 +20,7 @@
</Docs>
<Members>
<Member MemberName="MulticlassNaiveBayesTrainer&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;&gt; MulticlassNaiveBayesTrainer&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Action&lt;Microsoft.ML.Trainers.NaiveBayesMulticlassModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;) MulticlassNaiveBayesTrainer&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Action&lt;Microsoft.ML.Trainers.NaiveBayesMulticlassModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt;&gt; MulticlassNaiveBayesTrainer&lt;TVal&gt;(class Microsoft.ML.MulticlassClassificationCatalog/MulticlassClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class System.Action`1&lt;class Microsoft.ML.Trainers.NaiveBayesMulticlassModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.MulticlassClassificationStaticExtensions.MulticlassNaiveBayesTrainer``1(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Vector{System.Single},System.Action{Microsoft.ML.Trainers.NaiveBayesMulticlassModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function MulticlassNaiveBayesTrainer(Of TVal) (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, label As Key(Of UInteger, TVal), features As Vector(Of Single), Optional onFit As Action(Of NaiveBayesMulticlassModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger, TVal))" />

Просмотреть файл

@ -23,6 +23,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;double&gt; ReplaceNaNValues (this Microsoft.ML.StaticPipe.Scalar&lt;double&gt; input, Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode replacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float64&gt; ReplaceNaNValues(class Microsoft.ML.StaticPipe.Scalar`1&lt;float64&gt; input, valuetype Microsoft.ML.Transforms.MissingValueReplacingEstimator/ReplacementMode replacementMode) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues(Microsoft.ML.StaticPipe.Scalar{System.Double},Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ReplaceNaNValues (input As Scalar(Of Double), Optional replacementMode As MissingValueReplacingEstimator.ReplacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue) As Scalar(Of Double)" />
<MemberSignature Language="F#" Value="static member ReplaceNaNValues : Microsoft.ML.StaticPipe.Scalar&lt;double&gt; * Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode -&gt; Microsoft.ML.StaticPipe.Scalar&lt;double&gt;" Usage="Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues (input, replacementMode)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -50,6 +51,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; ReplaceNaNValues (this Microsoft.ML.StaticPipe.Scalar&lt;float&gt; input, Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode replacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; ReplaceNaNValues(class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; input, valuetype Microsoft.ML.Transforms.MissingValueReplacingEstimator/ReplacementMode replacementMode) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues(Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ReplaceNaNValues (input As Scalar(Of Single), Optional replacementMode As MissingValueReplacingEstimator.ReplacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue) As Scalar(Of Single)" />
<MemberSignature Language="F#" Value="static member ReplaceNaNValues : Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode -&gt; Microsoft.ML.StaticPipe.Scalar&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues (input, replacementMode)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -77,6 +79,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;double&gt; ReplaceNaNValues (this Microsoft.ML.StaticPipe.VarVector&lt;double&gt; input, Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode replacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;float64&gt; ReplaceNaNValues(class Microsoft.ML.StaticPipe.VarVector`1&lt;float64&gt; input, valuetype Microsoft.ML.Transforms.MissingValueReplacingEstimator/ReplacementMode replacementMode) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues(Microsoft.ML.StaticPipe.VarVector{System.Double},Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ReplaceNaNValues (input As VarVector(Of Double), Optional replacementMode As MissingValueReplacingEstimator.ReplacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue) As VarVector(Of Double)" />
<MemberSignature Language="F#" Value="static member ReplaceNaNValues : Microsoft.ML.StaticPipe.VarVector&lt;double&gt; * Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode -&gt; Microsoft.ML.StaticPipe.VarVector&lt;double&gt;" Usage="Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues (input, replacementMode)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -104,6 +107,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;float&gt; ReplaceNaNValues (this Microsoft.ML.StaticPipe.VarVector&lt;float&gt; input, Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode replacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;float32&gt; ReplaceNaNValues(class Microsoft.ML.StaticPipe.VarVector`1&lt;float32&gt; input, valuetype Microsoft.ML.Transforms.MissingValueReplacingEstimator/ReplacementMode replacementMode) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues(Microsoft.ML.StaticPipe.VarVector{System.Single},Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ReplaceNaNValues (input As VarVector(Of Single), Optional replacementMode As MissingValueReplacingEstimator.ReplacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue) As VarVector(Of Single)" />
<MemberSignature Language="F#" Value="static member ReplaceNaNValues : Microsoft.ML.StaticPipe.VarVector&lt;single&gt; * Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode -&gt; Microsoft.ML.StaticPipe.VarVector&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues (input, replacementMode)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -131,6 +135,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;double&gt; ReplaceNaNValues (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode replacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue, bool imputeBySlot = true);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;float64&gt; ReplaceNaNValues(class Microsoft.ML.StaticPipe.Vector`1&lt;float64&gt; input, valuetype Microsoft.ML.Transforms.MissingValueReplacingEstimator/ReplacementMode replacementMode, bool imputeBySlot) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues(Microsoft.ML.StaticPipe.Vector{System.Double},Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ReplaceNaNValues (input As Vector(Of Double), Optional replacementMode As MissingValueReplacingEstimator.ReplacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue, Optional imputeBySlot As Boolean = true) As Vector(Of Double)" />
<MemberSignature Language="F#" Value="static member ReplaceNaNValues : Microsoft.ML.StaticPipe.Vector&lt;double&gt; * Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode * bool -&gt; Microsoft.ML.StaticPipe.Vector&lt;double&gt;" Usage="Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues (input, replacementMode, imputeBySlot)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -162,6 +167,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; ReplaceNaNValues (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode replacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue, bool imputeBySlot = true);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; ReplaceNaNValues(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, valuetype Microsoft.ML.Transforms.MissingValueReplacingEstimator/ReplacementMode replacementMode, bool imputeBySlot) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues(Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ReplaceNaNValues (input As Vector(Of Single), Optional replacementMode As MissingValueReplacingEstimator.ReplacementMode = Microsoft.ML.Transforms.MissingValueReplacingEstimator+ReplacementMode.DefaultValue, Optional imputeBySlot As Boolean = true) As Vector(Of Single)" />
<MemberSignature Language="F#" Value="static member ReplaceNaNValues : Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.Transforms.MissingValueReplacingEstimator.ReplacementMode * bool -&gt; Microsoft.ML.StaticPipe.Vector&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.NAReplacerStaticExtensions.ReplaceNaNValues (input, replacementMode, imputeBySlot)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -31,6 +31,7 @@
<MemberSignature Language="C#" Value="protected NormVector (Microsoft.ML.StaticPipe.Reconciler reconciler, params Microsoft.ML.StaticPipe.PipelineColumn[] dependencies);" />
<MemberSignature Language="ILAsm" Value=".method familyhidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.Reconciler reconciler, class Microsoft.ML.StaticPipe.PipelineColumn[] dependencies) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormVector`1.#ctor(Microsoft.ML.StaticPipe.Reconciler,Microsoft.ML.StaticPipe.PipelineColumn[])" />
<MemberSignature Language="VB.NET" Value="Protected Sub New (reconciler As Reconciler, ParamArray dependencies As PipelineColumn())" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.NormVector&lt;'T&gt; : Microsoft.ML.StaticPipe.Reconciler * Microsoft.ML.StaticPipe.PipelineColumn[] -&gt; Microsoft.ML.StaticPipe.NormVector&lt;'T&gt;" Usage="new Microsoft.ML.StaticPipe.NormVector&lt;'T&gt; (reconciler, dependencies)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -20,7 +20,7 @@
</Docs>
<Members>
<Member MemberName="Normalize">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;double&gt; Normalize (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, bool ensureZeroUntouched = true, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine&lt;System.Collections.Immutable.ImmutableArray&lt;double&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;double&gt; Normalize (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, bool ensureZeroUntouched = true, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine&lt;System.Collections.Immutable.ImmutableArray&lt;double&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.NormVector`1&lt;float64&gt; Normalize(class Microsoft.ML.StaticPipe.Vector`1&lt;float64&gt; input, bool ensureZeroUntouched, int64 maximumExampleCount, class Microsoft.ML.StaticPipe.NormalizerStaticExtensions/OnFitAffine`1&lt;valuetype System.Collections.Immutable.ImmutableArray`1&lt;float64&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormalizerStaticExtensions.Normalize(Microsoft.ML.StaticPipe.Vector{System.Double},System.Boolean,System.Int64,Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine{System.Collections.Immutable.ImmutableArray{System.Double}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Normalize (input As Vector(Of Double), Optional ensureZeroUntouched As Boolean = true, Optional maximumExampleCount As Long = 1000000000, Optional onFit As NormalizerStaticExtensions.OnFitAffine(Of ImmutableArray(Of Double)) = null) As NormVector(Of Double)" />
@ -59,7 +59,7 @@
</Docs>
</Member>
<Member MemberName="Normalize">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;float&gt; Normalize (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, bool ensureZeroUntouched = true, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine&lt;System.Collections.Immutable.ImmutableArray&lt;float&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;float&gt; Normalize (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, bool ensureZeroUntouched = true, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine&lt;System.Collections.Immutable.ImmutableArray&lt;float&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.NormVector`1&lt;float32&gt; Normalize(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, bool ensureZeroUntouched, int64 maximumExampleCount, class Microsoft.ML.StaticPipe.NormalizerStaticExtensions/OnFitAffine`1&lt;valuetype System.Collections.Immutable.ImmutableArray`1&lt;float32&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormalizerStaticExtensions.Normalize(Microsoft.ML.StaticPipe.Vector{System.Single},System.Boolean,System.Int64,Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine{System.Collections.Immutable.ImmutableArray{System.Single}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Normalize (input As Vector(Of Single), Optional ensureZeroUntouched As Boolean = true, Optional maximumExampleCount As Long = 1000000000, Optional onFit As NormalizerStaticExtensions.OnFitAffine(Of ImmutableArray(Of Single)) = null) As NormVector(Of Single)" />
@ -98,7 +98,7 @@
</Docs>
</Member>
<Member MemberName="NormalizeByBinning">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;double&gt; NormalizeByBinning (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, int maximumBinCount = 1024, bool ensureZeroUntouched = true, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitBinned&lt;System.Collections.Immutable.ImmutableArray&lt;double&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;double&gt; NormalizeByBinning (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, int maximumBinCount = 1024, bool ensureZeroUntouched = true, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitBinned&lt;System.Collections.Immutable.ImmutableArray&lt;double&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.NormVector`1&lt;float64&gt; NormalizeByBinning(class Microsoft.ML.StaticPipe.Vector`1&lt;float64&gt; input, int32 maximumBinCount, bool ensureZeroUntouched, int64 maximumExampleCount, class Microsoft.ML.StaticPipe.NormalizerStaticExtensions/OnFitBinned`1&lt;valuetype System.Collections.Immutable.ImmutableArray`1&lt;float64&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormalizerStaticExtensions.NormalizeByBinning(Microsoft.ML.StaticPipe.Vector{System.Double},System.Int32,System.Boolean,System.Int64,Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitBinned{System.Collections.Immutable.ImmutableArray{System.Double}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function NormalizeByBinning (input As Vector(Of Double), Optional maximumBinCount As Integer = 1024, Optional ensureZeroUntouched As Boolean = true, Optional maximumExampleCount As Long = 1000000000, Optional onFit As NormalizerStaticExtensions.OnFitBinned(Of ImmutableArray(Of Double)) = null) As NormVector(Of Double)" />
@ -140,7 +140,7 @@
</Docs>
</Member>
<Member MemberName="NormalizeByBinning">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;float&gt; NormalizeByBinning (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, int maximumBinCount = 1024, bool ensureZeroUntouched = true, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitBinned&lt;System.Collections.Immutable.ImmutableArray&lt;float&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;float&gt; NormalizeByBinning (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, int maximumBinCount = 1024, bool ensureZeroUntouched = true, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitBinned&lt;System.Collections.Immutable.ImmutableArray&lt;float&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.NormVector`1&lt;float32&gt; NormalizeByBinning(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, int32 maximumBinCount, bool ensureZeroUntouched, int64 maximumExampleCount, class Microsoft.ML.StaticPipe.NormalizerStaticExtensions/OnFitBinned`1&lt;valuetype System.Collections.Immutable.ImmutableArray`1&lt;float32&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormalizerStaticExtensions.NormalizeByBinning(Microsoft.ML.StaticPipe.Vector{System.Single},System.Int32,System.Boolean,System.Int64,Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitBinned{System.Collections.Immutable.ImmutableArray{System.Single}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function NormalizeByBinning (input As Vector(Of Single), Optional maximumBinCount As Integer = 1024, Optional ensureZeroUntouched As Boolean = true, Optional maximumExampleCount As Long = 1000000000, Optional onFit As NormalizerStaticExtensions.OnFitBinned(Of ImmutableArray(Of Single)) = null) As NormVector(Of Single)" />
@ -182,7 +182,7 @@
</Docs>
</Member>
<Member MemberName="NormalizeByCumulativeDistribution">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;double&gt; NormalizeByCumulativeDistribution (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, bool ensureZeroUntouched = true, bool useLog = false, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitCumulativeDistribution&lt;System.Collections.Immutable.ImmutableArray&lt;double&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;double&gt; NormalizeByCumulativeDistribution (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, bool ensureZeroUntouched = true, bool useLog = false, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitCumulativeDistribution&lt;System.Collections.Immutable.ImmutableArray&lt;double&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.NormVector`1&lt;float64&gt; NormalizeByCumulativeDistribution(class Microsoft.ML.StaticPipe.Vector`1&lt;float64&gt; input, bool ensureZeroUntouched, bool useLog, int64 maximumExampleCount, class Microsoft.ML.StaticPipe.NormalizerStaticExtensions/OnFitCumulativeDistribution`1&lt;valuetype System.Collections.Immutable.ImmutableArray`1&lt;float64&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormalizerStaticExtensions.NormalizeByCumulativeDistribution(Microsoft.ML.StaticPipe.Vector{System.Double},System.Boolean,System.Boolean,System.Int64,Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitCumulativeDistribution{System.Collections.Immutable.ImmutableArray{System.Double}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function NormalizeByCumulativeDistribution (input As Vector(Of Double), Optional ensureZeroUntouched As Boolean = true, Optional useLog As Boolean = false, Optional maximumExampleCount As Long = 1000000000, Optional onFit As NormalizerStaticExtensions.OnFitCumulativeDistribution(Of ImmutableArray(Of Double)) = null) As NormVector(Of Double)" />
@ -222,7 +222,7 @@
</Docs>
</Member>
<Member MemberName="NormalizeByCumulativeDistribution">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;float&gt; NormalizeByCumulativeDistribution (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, bool ensureZeroUntouched = true, bool useLog = false, long maximumNumberOfExamples = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitCumulativeDistribution&lt;System.Collections.Immutable.ImmutableArray&lt;float&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;float&gt; NormalizeByCumulativeDistribution (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, bool ensureZeroUntouched = true, bool useLog = false, long maximumNumberOfExamples = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitCumulativeDistribution&lt;System.Collections.Immutable.ImmutableArray&lt;float&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.NormVector`1&lt;float32&gt; NormalizeByCumulativeDistribution(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, bool ensureZeroUntouched, bool useLog, int64 maximumNumberOfExamples, class Microsoft.ML.StaticPipe.NormalizerStaticExtensions/OnFitCumulativeDistribution`1&lt;valuetype System.Collections.Immutable.ImmutableArray`1&lt;float32&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormalizerStaticExtensions.NormalizeByCumulativeDistribution(Microsoft.ML.StaticPipe.Vector{System.Single},System.Boolean,System.Boolean,System.Int64,Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitCumulativeDistribution{System.Collections.Immutable.ImmutableArray{System.Single}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function NormalizeByCumulativeDistribution (input As Vector(Of Single), Optional ensureZeroUntouched As Boolean = true, Optional useLog As Boolean = false, Optional maximumNumberOfExamples As Long = 1000000000, Optional onFit As NormalizerStaticExtensions.OnFitCumulativeDistribution(Of ImmutableArray(Of Single)) = null) As NormVector(Of Single)" />
@ -262,7 +262,7 @@
</Docs>
</Member>
<Member MemberName="NormalizeMeanVariance">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;double&gt; NormalizeMeanVariance (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, bool ensureZeroUntouched = true, bool useLog = false, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine&lt;System.Collections.Immutable.ImmutableArray&lt;double&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;double&gt; NormalizeMeanVariance (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, bool ensureZeroUntouched = true, bool useLog = false, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine&lt;System.Collections.Immutable.ImmutableArray&lt;double&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.NormVector`1&lt;float64&gt; NormalizeMeanVariance(class Microsoft.ML.StaticPipe.Vector`1&lt;float64&gt; input, bool ensureZeroUntouched, bool useLog, int64 maximumExampleCount, class Microsoft.ML.StaticPipe.NormalizerStaticExtensions/OnFitAffine`1&lt;valuetype System.Collections.Immutable.ImmutableArray`1&lt;float64&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormalizerStaticExtensions.NormalizeMeanVariance(Microsoft.ML.StaticPipe.Vector{System.Double},System.Boolean,System.Boolean,System.Int64,Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine{System.Collections.Immutable.ImmutableArray{System.Double}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function NormalizeMeanVariance (input As Vector(Of Double), Optional ensureZeroUntouched As Boolean = true, Optional useLog As Boolean = false, Optional maximumExampleCount As Long = 1000000000, Optional onFit As NormalizerStaticExtensions.OnFitAffine(Of ImmutableArray(Of Double)) = null) As NormVector(Of Double)" />
@ -300,7 +300,7 @@
</Docs>
</Member>
<Member MemberName="NormalizeMeanVariance">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;float&gt; NormalizeMeanVariance (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, bool ensureZeroUntouched = true, bool useLog = false, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine&lt;System.Collections.Immutable.ImmutableArray&lt;float&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.NormVector&lt;float&gt; NormalizeMeanVariance (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, bool ensureZeroUntouched = true, bool useLog = false, long maximumExampleCount = 1000000000, Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine&lt;System.Collections.Immutable.ImmutableArray&lt;float&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.NormVector`1&lt;float32&gt; NormalizeMeanVariance(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, bool ensureZeroUntouched, bool useLog, int64 maximumExampleCount, class Microsoft.ML.StaticPipe.NormalizerStaticExtensions/OnFitAffine`1&lt;valuetype System.Collections.Immutable.ImmutableArray`1&lt;float32&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.NormalizerStaticExtensions.NormalizeMeanVariance(Microsoft.ML.StaticPipe.Vector{System.Single},System.Boolean,System.Boolean,System.Int64,Microsoft.ML.StaticPipe.NormalizerStaticExtensions.OnFitAffine{System.Collections.Immutable.ImmutableArray{System.Single}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function NormalizeMeanVariance (input As Vector(Of Single), Optional ensureZeroUntouched As Boolean = true, Optional useLog As Boolean = false, Optional maximumExampleCount As Long = 1000000000, Optional onFit As NormalizerStaticExtensions.OnFitAffine(Of ImmutableArray(Of Single)) = null) As NormVector(Of Single)" />

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="OnlineGradientDescent">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; OnlineGradientDescent (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.OnlineGradientDescentTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; OnlineGradientDescent (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.OnlineGradientDescentTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; OnlineGradientDescent(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.OnlineGradientDescentTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.OnlineGradientDescentExtensions.OnlineGradientDescent(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.OnlineGradientDescentTrainer.Options,System.Action{Microsoft.ML.Trainers.LinearRegressionModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function OnlineGradientDescent (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), features As Vector(Of Single), weights As Scalar(Of Single), options As OnlineGradientDescentTrainer.Options, Optional onFit As Action(Of LinearRegressionModelParameters) = null) As Scalar(Of Single)" />
<MemberSignature Language="F#" Value="static member OnlineGradientDescent : Microsoft.ML.RegressionCatalog.RegressionTrainers * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.OnlineGradientDescentTrainer.Options * Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; -&gt; Microsoft.ML.StaticPipe.Scalar&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.OnlineGradientDescentExtensions.OnlineGradientDescent (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -61,7 +62,7 @@
</Docs>
</Member>
<Member MemberName="OnlineGradientDescent">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; OnlineGradientDescent (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, Microsoft.ML.Trainers.IRegressionLoss lossFunction = null, float learningRate = 0.1, bool decreaseLearningRate = true, float l2Regularization = 0, int numIterations = 1, Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; OnlineGradientDescent (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, Microsoft.ML.Trainers.IRegressionLoss lossFunction = default, float learningRate = 0.1, bool decreaseLearningRate = true, float l2Regularization = 0, int numIterations = 1, Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; OnlineGradientDescent(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.IRegressionLoss lossFunction, float32 learningRate, bool decreaseLearningRate, float32 l2Regularization, int32 numIterations, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.OnlineGradientDescentExtensions.OnlineGradientDescent(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.IRegressionLoss,System.Single,System.Boolean,System.Single,System.Int32,System.Action{Microsoft.ML.Trainers.LinearRegressionModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function OnlineGradientDescent (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional lossFunction As IRegressionLoss = null, Optional learningRate As Single = 0.1, Optional decreaseLearningRate As Boolean = true, Optional l2Regularization As Single = 0, Optional numIterations As Integer = 1, Optional onFit As Action(Of LinearRegressionModelParameters) = null) As Scalar(Of Single)" />

Просмотреть файл

@ -18,7 +18,7 @@
</Docs>
<Members>
<Member MemberName="ProjectToPrincipalComponents">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; ProjectToPrincipalComponents (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, string weightColumn = null, int rank = 20, int overSampling = 20, bool ensureZeroMean = true, Nullable&lt;int&gt; seed = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; ProjectToPrincipalComponents (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, string weightColumn = default, int rank = 20, int overSampling = 20, bool ensureZeroMean = true, int? seed = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; ProjectToPrincipalComponents(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, string weightColumn, int32 rank, int32 overSampling, bool ensureZeroMean, valuetype System.Nullable`1&lt;int32&gt; seed) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.PcaStaticExtensions.ProjectToPrincipalComponents(Microsoft.ML.StaticPipe.Vector{System.Single},System.String,System.Int32,System.Int32,System.Boolean,System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ProjectToPrincipalComponents (input As Vector(Of Single), Optional weightColumn As String = null, Optional rank As Integer = 20, Optional overSampling As Integer = 20, Optional ensureZeroMean As Boolean = true, Optional seed As Nullable(Of Integer) = null) As Vector(Of Single)" />

Просмотреть файл

@ -27,6 +27,7 @@
<MemberSignature Language="C#" Value="protected Scalar (Microsoft.ML.StaticPipe.Reconciler reconciler, params Microsoft.ML.StaticPipe.PipelineColumn[] dependencies);" />
<MemberSignature Language="ILAsm" Value=".method familyhidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.Reconciler reconciler, class Microsoft.ML.StaticPipe.PipelineColumn[] dependencies) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.Scalar`1.#ctor(Microsoft.ML.StaticPipe.Reconciler,Microsoft.ML.StaticPipe.PipelineColumn[])" />
<MemberSignature Language="VB.NET" Value="Protected Sub New (reconciler As Reconciler, ParamArray dependencies As PipelineColumn())" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.Scalar&lt;'T&gt; : Microsoft.ML.StaticPipe.Reconciler * Microsoft.ML.StaticPipe.PipelineColumn[] -&gt; Microsoft.ML.StaticPipe.Scalar&lt;'T&gt;" Usage="new Microsoft.ML.StaticPipe.Scalar&lt;'T&gt; (reconciler, dependencies)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -16,8 +16,7 @@
</Base>
<Interfaces />
<Docs>
<typeparam name="T">
</typeparam>
<typeparam name="T" />
<summary>
Assertions for key types of various forms. Used to select a particular <see cref="T:Microsoft.ML.StaticPipe.SchemaAssertionContext.KeyTypeVectorAssertions`1" />.
</summary>

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="Sdca">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; Sdca (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SdcaLogisticRegressionBinaryTrainer.Options options, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) Sdca (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SdcaLogisticRegressionBinaryTrainer.Options options, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; Sdca(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.SdcaLogisticRegressionBinaryTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Calibrators.CalibratedModelParametersBase`2&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters, class Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.SdcaLogisticRegressionBinaryTrainer.Options,System.Action{Microsoft.ML.Calibrators.CalibratedModelParametersBase{Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Sdca (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single), options As SdcaLogisticRegressionBinaryTrainer.Options, Optional onFit As Action(Of CalibratedModelParametersBase(Of LinearBinaryModelParameters, PlattCalibrator)) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />
<MemberSignature Language="F#" Value="static member Sdca : Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.SdcaLogisticRegressionBinaryTrainer.Options * Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters, Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -70,9 +71,10 @@
</Docs>
</Member>
<Member MemberName="Sdca">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; Sdca (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SdcaRegressionTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; Sdca (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SdcaRegressionTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; Sdca(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.SdcaRegressionTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.SdcaRegressionTrainer.Options,System.Action{Microsoft.ML.Trainers.LinearRegressionModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Sdca (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), features As Vector(Of Single), weights As Scalar(Of Single), options As SdcaRegressionTrainer.Options, Optional onFit As Action(Of LinearRegressionModelParameters) = null) As Scalar(Of Single)" />
<MemberSignature Language="F#" Value="static member Sdca : Microsoft.ML.RegressionCatalog.RegressionTrainers * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.SdcaRegressionTrainer.Options * Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; -&gt; Microsoft.ML.StaticPipe.Scalar&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -114,7 +116,7 @@
</Docs>
</Member>
<Member MemberName="Sdca">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; Sdca (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, Nullable&lt;float&gt; l2Regularization = null, Nullable&lt;float&gt; l1Threshold = null, Nullable&lt;int&gt; numberOfIterations = null, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) Sdca (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, float? l2Regularization = default, float? l1Threshold = default, int? numberOfIterations = default, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; Sdca(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, valuetype System.Nullable`1&lt;float32&gt; l2Regularization, valuetype System.Nullable`1&lt;float32&gt; l1Threshold, valuetype System.Nullable`1&lt;int32&gt; numberOfIterations, class System.Action`1&lt;class Microsoft.ML.Calibrators.CalibratedModelParametersBase`2&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters, class Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Nullable{System.Single},System.Nullable{System.Single},System.Nullable{System.Int32},System.Action{Microsoft.ML.Calibrators.CalibratedModelParametersBase{Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Sdca (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional l2Regularization As Nullable(Of Single) = null, Optional l1Threshold As Nullable(Of Single) = null, Optional numberOfIterations As Nullable(Of Integer) = null, Optional onFit As Action(Of CalibratedModelParametersBase(Of LinearBinaryModelParameters, PlattCalibrator)) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />
@ -169,7 +171,7 @@
</Docs>
</Member>
<Member MemberName="Sdca">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; Sdca (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, Nullable&lt;float&gt; l2Regularization = null, Nullable&lt;float&gt; l1Threshold = null, Nullable&lt;int&gt; numberOfIterations = null, Microsoft.ML.Trainers.ISupportSdcaRegressionLoss lossFunction = null, Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; Sdca (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, float? l2Regularization = default, float? l1Threshold = default, int? numberOfIterations = default, Microsoft.ML.Trainers.ISupportSdcaRegressionLoss lossFunction = default, Action&lt;Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; Sdca(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, valuetype System.Nullable`1&lt;float32&gt; l2Regularization, valuetype System.Nullable`1&lt;float32&gt; l1Threshold, valuetype System.Nullable`1&lt;int32&gt; numberOfIterations, class Microsoft.ML.Trainers.ISupportSdcaRegressionLoss lossFunction, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearRegressionModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Nullable{System.Single},System.Nullable{System.Single},System.Nullable{System.Int32},Microsoft.ML.Trainers.ISupportSdcaRegressionLoss,System.Action{Microsoft.ML.Trainers.LinearRegressionModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Sdca (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional l2Regularization As Nullable(Of Single) = null, Optional l1Threshold As Nullable(Of Single) = null, Optional numberOfIterations As Nullable(Of Integer) = null, Optional lossFunction As ISupportSdcaRegressionLoss = null, Optional onFit As Action(Of LinearRegressionModelParameters) = null) As Scalar(Of Single)" />
@ -220,9 +222,10 @@
</Docs>
</Member>
<Member MemberName="Sdca&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;&gt; Sdca&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SdcaMaximumEntropyMulticlassTrainer.Options options, Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;) Sdca&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SdcaMaximumEntropyMulticlassTrainer.Options options, Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt;&gt; Sdca&lt;TVal&gt;(class Microsoft.ML.MulticlassClassificationCatalog/MulticlassClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.SdcaMaximumEntropyMulticlassTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca``1(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.SdcaMaximumEntropyMulticlassTrainer.Options,System.Action{Microsoft.ML.Trainers.MaximumEntropyModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Sdca(Of TVal) (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, label As Key(Of UInteger, TVal), features As Vector(Of Single), weights As Scalar(Of Single), options As SdcaMaximumEntropyMulticlassTrainer.Options, Optional onFit As Action(Of MaximumEntropyModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger, TVal))" />
<MemberSignature Language="F#" Value="static member Sdca : Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers * Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.SdcaMaximumEntropyMulticlassTrainer.Options * Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;single&gt;, Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt;&gt;" Usage="Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -268,7 +271,7 @@
</Docs>
</Member>
<Member MemberName="Sdca&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;&gt; Sdca&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, Nullable&lt;float&gt; l2Regularization = null, Nullable&lt;float&gt; l1Threshold = null, Nullable&lt;int&gt; numberOfIterations = null, Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;) Sdca&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, float? l2Regularization = default, float? l1Threshold = default, int? numberOfIterations = default, Action&lt;Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt;&gt; Sdca&lt;TVal&gt;(class Microsoft.ML.MulticlassClassificationCatalog/MulticlassClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, valuetype System.Nullable`1&lt;float32&gt; l2Regularization, valuetype System.Nullable`1&lt;float32&gt; l1Threshold, valuetype System.Nullable`1&lt;int32&gt; numberOfIterations, class System.Action`1&lt;class Microsoft.ML.Trainers.MaximumEntropyModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.Sdca``1(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Nullable{System.Single},System.Nullable{System.Single},System.Nullable{System.Int32},System.Action{Microsoft.ML.Trainers.MaximumEntropyModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function Sdca(Of TVal) (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, label As Key(Of UInteger, TVal), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional l2Regularization As Nullable(Of Single) = null, Optional l1Threshold As Nullable(Of Single) = null, Optional numberOfIterations As Nullable(Of Integer) = null, Optional onFit As Action(Of MaximumEntropyModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger, TVal))" />
@ -321,9 +324,10 @@
</Docs>
</Member>
<Member MemberName="SdcaNonCalibrated">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; SdcaNonCalibrated (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, Microsoft.ML.Trainers.SdcaNonCalibratedBinaryTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) SdcaNonCalibrated (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, Microsoft.ML.Trainers.SdcaNonCalibratedBinaryTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; SdcaNonCalibrated(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, class Microsoft.ML.Trainers.SdcaNonCalibratedBinaryTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.SdcaNonCalibrated(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.ISupportSdcaClassificationLoss,Microsoft.ML.Trainers.SdcaNonCalibratedBinaryTrainer.Options,System.Action{Microsoft.ML.Trainers.LinearBinaryModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function SdcaNonCalibrated (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single), lossFunction As ISupportSdcaClassificationLoss, options As SdcaNonCalibratedBinaryTrainer.Options, Optional onFit As Action(Of LinearBinaryModelParameters) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />
<MemberSignature Language="F#" Value="static member SdcaNonCalibrated : Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.ISupportSdcaClassificationLoss * Microsoft.ML.Trainers.SdcaNonCalibratedBinaryTrainer.Options * Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.SdcaStaticExtensions.SdcaNonCalibrated (catalog, label, features, weights, lossFunction, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -351,8 +355,8 @@
<param name="catalog">The binary classification catalog trainer object.</param>
<param name="label">The label, or dependent variable.</param>
<param name="features">The features, or independent variables.</param>
<param name="weights">The optional example weights.</param>
<param name="lossFunction">The custom loss.</param>
<param name="weights">The optional example weights.</param>
<param name="options">Advanced arguments to the algorithm.</param>
<param name="onFit">A delegate that is called every time the
<see cref="M:Microsoft.ML.StaticPipe.Estimator`3.Fit(Microsoft.ML.StaticPipe.DataView{`0})" /> method is called on the
@ -370,7 +374,7 @@
</Docs>
</Member>
<Member MemberName="SdcaNonCalibrated">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; SdcaNonCalibrated (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, Nullable&lt;float&gt; l2Regularization = null, Nullable&lt;float&gt; l1Threshold = null, Nullable&lt;int&gt; numberOfIterations = null, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) SdcaNonCalibrated (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, float? l2Regularization = default, float? l1Threshold = default, int? numberOfIterations = default, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; SdcaNonCalibrated(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, valuetype System.Nullable`1&lt;float32&gt; l2Regularization, valuetype System.Nullable`1&lt;float32&gt; l1Threshold, valuetype System.Nullable`1&lt;int32&gt; numberOfIterations, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.SdcaNonCalibrated(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.Trainers.ISupportSdcaClassificationLoss,Microsoft.ML.StaticPipe.Scalar{System.Single},System.Nullable{System.Single},System.Nullable{System.Single},System.Nullable{System.Int32},System.Action{Microsoft.ML.Trainers.LinearBinaryModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function SdcaNonCalibrated (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), lossFunction As ISupportSdcaClassificationLoss, Optional weights As Scalar(Of Single) = null, Optional l2Regularization As Nullable(Of Single) = null, Optional l1Threshold As Nullable(Of Single) = null, Optional numberOfIterations As Nullable(Of Integer) = null, Optional onFit As Action(Of LinearBinaryModelParameters) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />
@ -424,9 +428,10 @@
</Docs>
</Member>
<Member MemberName="SdcaNonCalibrated&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;&gt; SdcaNonCalibrated&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SdcaNonCalibratedMulticlassTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearMulticlassModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;) SdcaNonCalibrated&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SdcaNonCalibratedMulticlassTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearMulticlassModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt;&gt; SdcaNonCalibrated&lt;TVal&gt;(class Microsoft.ML.MulticlassClassificationCatalog/MulticlassClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.SdcaNonCalibratedMulticlassTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearMulticlassModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.SdcaNonCalibrated``1(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.SdcaNonCalibratedMulticlassTrainer.Options,System.Action{Microsoft.ML.Trainers.LinearMulticlassModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function SdcaNonCalibrated(Of TVal) (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, label As Key(Of UInteger, TVal), features As Vector(Of Single), weights As Scalar(Of Single), options As SdcaNonCalibratedMulticlassTrainer.Options, Optional onFit As Action(Of LinearMulticlassModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger, TVal))" />
<MemberSignature Language="F#" Value="static member SdcaNonCalibrated : Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers * Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.SdcaNonCalibratedMulticlassTrainer.Options * Action&lt;Microsoft.ML.Trainers.LinearMulticlassModelParameters&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;single&gt;, Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt;&gt;" Usage="Microsoft.ML.StaticPipe.SdcaStaticExtensions.SdcaNonCalibrated (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -472,7 +477,7 @@
</Docs>
</Member>
<Member MemberName="SdcaNonCalibrated&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;&gt; SdcaNonCalibrated&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, Nullable&lt;float&gt; l2Regularization = null, Nullable&lt;float&gt; l1Threshold = null, Nullable&lt;int&gt; numberOfIterations = null, Action&lt;Microsoft.ML.Trainers.LinearMulticlassModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;) SdcaNonCalibrated&lt;TVal&gt; (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, float? l2Regularization = default, float? l1Threshold = default, int? numberOfIterations = default, Action&lt;Microsoft.ML.Trainers.LinearMulticlassModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt;&gt; SdcaNonCalibrated&lt;TVal&gt;(class Microsoft.ML.MulticlassClassificationCatalog/MulticlassClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.Trainers.ISupportSdcaClassificationLoss lossFunction, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, valuetype System.Nullable`1&lt;float32&gt; l2Regularization, valuetype System.Nullable`1&lt;float32&gt; l1Threshold, valuetype System.Nullable`1&lt;int32&gt; numberOfIterations, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearMulticlassModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SdcaStaticExtensions.SdcaNonCalibrated``1(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.Trainers.ISupportSdcaClassificationLoss,Microsoft.ML.StaticPipe.Scalar{System.Single},System.Nullable{System.Single},System.Nullable{System.Single},System.Nullable{System.Int32},System.Action{Microsoft.ML.Trainers.LinearMulticlassModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function SdcaNonCalibrated(Of TVal) (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, label As Key(Of UInteger, TVal), features As Vector(Of Single), lossFunction As ISupportSdcaClassificationLoss, Optional weights As Scalar(Of Single) = null, Optional l2Regularization As Nullable(Of Single) = null, Optional l1Threshold As Nullable(Of Single) = null, Optional numberOfIterations As Nullable(Of Integer) = null, Optional onFit As Action(Of LinearMulticlassModelParameters) = null) As ValueTuple(Of Vector(Of Single), Key(Of UInteger, TVal))" />

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="StochasticGradientDescentClassificationTrainer">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; StochasticGradientDescentClassificationTrainer (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SgdCalibratedTrainer.Options options, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) StochasticGradientDescentClassificationTrainer (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SgdCalibratedTrainer.Options options, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; StochasticGradientDescentClassificationTrainer(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.SgdCalibratedTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Calibrators.CalibratedModelParametersBase`2&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters, class Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SgdStaticExtensions.StochasticGradientDescentClassificationTrainer(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.SgdCalibratedTrainer.Options,System.Action{Microsoft.ML.Calibrators.CalibratedModelParametersBase{Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function StochasticGradientDescentClassificationTrainer (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single), options As SgdCalibratedTrainer.Options, Optional onFit As Action(Of CalibratedModelParametersBase(Of LinearBinaryModelParameters, PlattCalibrator)) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />
<MemberSignature Language="F#" Value="static member StochasticGradientDescentClassificationTrainer : Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.SgdCalibratedTrainer.Options * Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters, Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.SgdStaticExtensions.StochasticGradientDescentClassificationTrainer (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -64,7 +65,7 @@
</Docs>
</Member>
<Member MemberName="StochasticGradientDescentClassificationTrainer">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; StochasticGradientDescentClassificationTrainer (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, int numberOfIterations = 20, double learningRate = 0.01, float l2Regularization = 1E-06, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) StochasticGradientDescentClassificationTrainer (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, int numberOfIterations = 20, double learningRate = 0.01, float l2Regularization = 1E-06, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; StochasticGradientDescentClassificationTrainer(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, int32 numberOfIterations, float64 learningRate, float32 l2Regularization, class System.Action`1&lt;class Microsoft.ML.Calibrators.CalibratedModelParametersBase`2&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters, class Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SgdStaticExtensions.StochasticGradientDescentClassificationTrainer(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Int32,System.Double,System.Single,System.Action{Microsoft.ML.Calibrators.CalibratedModelParametersBase{Microsoft.ML.Trainers.LinearBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function StochasticGradientDescentClassificationTrainer (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional numberOfIterations As Integer = 20, Optional learningRate As Double = 0.01, Optional l2Regularization As Single = 1E-06, Optional onFit As Action(Of CalibratedModelParametersBase(Of LinearBinaryModelParameters, PlattCalibrator)) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />
@ -113,9 +114,10 @@
</Docs>
</Member>
<Member MemberName="StochasticGradientDescentNonCalibratedClassificationTrainer">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; StochasticGradientDescentNonCalibratedClassificationTrainer (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SgdNonCalibratedTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) StochasticGradientDescentNonCalibratedClassificationTrainer (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.SgdNonCalibratedTrainer.Options options, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; StochasticGradientDescentNonCalibratedClassificationTrainer(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.SgdNonCalibratedTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SgdStaticExtensions.StochasticGradientDescentNonCalibratedClassificationTrainer(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.SgdNonCalibratedTrainer.Options,System.Action{Microsoft.ML.Trainers.LinearBinaryModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function StochasticGradientDescentNonCalibratedClassificationTrainer (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single), options As SgdNonCalibratedTrainer.Options, Optional onFit As Action(Of LinearBinaryModelParameters) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />
<MemberSignature Language="F#" Value="static member StochasticGradientDescentNonCalibratedClassificationTrainer : Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.SgdNonCalibratedTrainer.Options * Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.SgdStaticExtensions.StochasticGradientDescentNonCalibratedClassificationTrainer (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -157,7 +159,7 @@
</Docs>
</Member>
<Member MemberName="StochasticGradientDescentNonCalibratedClassificationTrainer">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; StochasticGradientDescentNonCalibratedClassificationTrainer (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, int numberOfIterations = 20, double learningRate = 0.01, float l2Regularization = 1E-06, Microsoft.ML.Trainers.IClassificationLoss lossFunction = null, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) StochasticGradientDescentNonCalibratedClassificationTrainer (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, int numberOfIterations = 20, double learningRate = 0.01, float l2Regularization = 1E-06, Microsoft.ML.Trainers.IClassificationLoss lossFunction = default, Action&lt;Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; StochasticGradientDescentNonCalibratedClassificationTrainer(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, int32 numberOfIterations, float64 learningRate, float32 l2Regularization, class Microsoft.ML.Trainers.IClassificationLoss lossFunction, class System.Action`1&lt;class Microsoft.ML.Trainers.LinearBinaryModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.SgdStaticExtensions.StochasticGradientDescentNonCalibratedClassificationTrainer(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Int32,System.Double,System.Single,Microsoft.ML.Trainers.IClassificationLoss,System.Action{Microsoft.ML.Trainers.LinearBinaryModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function StochasticGradientDescentNonCalibratedClassificationTrainer (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional numberOfIterations As Integer = 20, Optional learningRate As Double = 0.01, Optional l2Regularization As Single = 1E-06, Optional lossFunction As IClassificationLoss = null, Optional onFit As Action(Of LinearBinaryModelParameters) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />

Просмотреть файл

@ -29,7 +29,7 @@
</Docs>
<Members>
<Member MemberName="Get">
<MemberSignature Language="C#" Value="public string Get (Microsoft.ML.StaticPipe.PipelineColumn key, Microsoft.ML.Runtime.IExceptionContext ectx = null);" />
<MemberSignature Language="C#" Value="public string Get (Microsoft.ML.StaticPipe.PipelineColumn key, Microsoft.ML.Runtime.IExceptionContext ectx = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance string Get(class Microsoft.ML.StaticPipe.PipelineColumn key, class Microsoft.ML.Runtime.IExceptionContext ectx) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.StaticPipeUtils.IndexHelper`1.Get(Microsoft.ML.StaticPipe.PipelineColumn,Microsoft.ML.Runtime.IExceptionContext)" />
<MemberSignature Language="VB.NET" Value="Public Function Get (key As PipelineColumn, Optional ectx As IExceptionContext = null) As String" />

Просмотреть файл

@ -23,6 +23,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;string&gt; RemoveDefaultStopWords (this Microsoft.ML.StaticPipe.VarVector&lt;string&gt; input, Microsoft.ML.Transforms.Text.StopWordsRemovingEstimator.Language language = Microsoft.ML.Transforms.Text.StopWordsRemovingEstimator+Language.English);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;string&gt; RemoveDefaultStopWords(class Microsoft.ML.StaticPipe.VarVector`1&lt;string&gt; input, valuetype Microsoft.ML.Transforms.Text.StopWordsRemovingEstimator/Language language) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.StopwordRemoverStaticExtensions.RemoveDefaultStopWords(Microsoft.ML.StaticPipe.VarVector{System.String},Microsoft.ML.Transforms.Text.StopWordsRemovingEstimator.Language)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function RemoveDefaultStopWords (input As VarVector(Of String), Optional language As StopWordsRemovingEstimator.Language = Microsoft.ML.Transforms.Text.StopWordsRemovingEstimator+Language.English) As VarVector(Of String)" />
<MemberSignature Language="F#" Value="static member RemoveDefaultStopWords : Microsoft.ML.StaticPipe.VarVector&lt;string&gt; * Microsoft.ML.Transforms.Text.StopWordsRemovingEstimator.Language -&gt; Microsoft.ML.StaticPipe.VarVector&lt;string&gt;" Usage="Microsoft.ML.StaticPipe.StopwordRemoverStaticExtensions.RemoveDefaultStopWords (input, language)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -21,8 +21,7 @@
<ReturnType>System.Void</ReturnType>
</ReturnValue>
<Docs>
<param name="result">
</param>
<param name="result" />
<summary>
For user defined delegates that accept instances of the containing type.
</summary>

Просмотреть файл

@ -18,9 +18,10 @@
</Docs>
<Members>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, bool&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;bool&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Boolean})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of Boolean), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Boolean).OnFit = null) As Key(Of UInteger, Boolean)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, bool&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -50,9 +51,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;byte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;byte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int8&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;unsigned int8&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.Byte},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Byte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of Byte), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Byte).OnFit = null) As Key(Of UInteger, Byte)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;byte&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, byte&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -82,9 +84,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,double&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;double&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,double&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;double&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float64&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;float64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.Double},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Double})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of Double), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Double).OnFit = null) As Key(Of UInteger, Double)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;double&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, double&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -115,9 +118,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,short&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;short&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,short&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;short&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int16&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;int16&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.Int16},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of Short), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Short).OnFit = null) As Key(Of UInteger, Short)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;int16&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, int16&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -147,9 +151,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,int&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;int&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,int&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;int&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int32&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;int32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.Int32},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of Integer), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Integer).OnFit = null) As Key(Of UInteger, Integer)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;int&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, int&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -179,9 +184,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,long&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;long&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,long&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;long&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int64&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;int64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.Int64},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of Long), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Long).OnFit = null) As Key(Of UInteger, Long)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;int64&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, int64&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -211,9 +217,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;sbyte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;sbyte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int8&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;int8&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.SByte},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.SByte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of SByte), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of SByte).OnFit = null) As Key(Of UInteger, SByte)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;sbyte&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, sbyte&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -243,9 +250,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,float&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;float&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,float&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;float&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float32&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Single})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of Single), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Single).OnFit = null) As Key(Of UInteger, Single)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;single&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, single&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -276,9 +284,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,string&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,string&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, string&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;string&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.String},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.ReadOnlyMemory{System.Char}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of String), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ReadOnlyMemory(Of Char)).OnFit = null) As Key(Of UInteger, String)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;string&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, string&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -309,9 +318,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;ushort&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;ushort&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int16&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;unsigned int16&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.UInt16},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of UShort), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UShort).OnFit = null) As Key(Of UInteger, UShort)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;uint16&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, uint16&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -341,9 +351,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;uint&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;uint&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int32&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;unsigned int32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.UInt32},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of UInteger), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UInteger).OnFit = null) As Key(Of UInteger, UInteger)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;uint32&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint32&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, uint32&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -373,9 +384,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;ulong&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt; ToKey (this Microsoft.ML.StaticPipe.Scalar&lt;ulong&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int64&gt; ToKey(class Microsoft.ML.StaticPipe.Scalar`1&lt;unsigned int64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Scalar{System.UInt64},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Scalar(Of ULong), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ULong).OnFit = null) As Key(Of UInteger, ULong)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Scalar&lt;uint64&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, uint64&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -405,9 +417,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;bool&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;bool&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, bool&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;bool&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;bool&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.Boolean},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Boolean})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of Boolean), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Boolean).OnFit = null) As VarVector(Of Key(Of UInteger, Boolean))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;bool&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -437,9 +450,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;byte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;byte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int8&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;unsigned int8&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.Byte},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Byte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of Byte), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Byte).OnFit = null) As VarVector(Of Key(Of UInteger, Byte))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;byte&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, byte&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -471,9 +485,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,double&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;double&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,double&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;double&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float64&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;float64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.Double},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Double})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of Double), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Double).OnFit = null) As VarVector(Of Key(Of UInteger, Double))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;double&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, double&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -506,9 +521,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,short&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;short&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,short&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;short&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int16&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;int16&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.Int16},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of Short), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Short).OnFit = null) As VarVector(Of Key(Of UInteger, Short))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;int16&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int16&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -540,9 +556,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,int&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;int&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,int&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;int&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int32&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;int32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.Int32},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of Integer), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Integer).OnFit = null) As VarVector(Of Key(Of UInteger, Integer))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;int&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -574,9 +591,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,long&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;long&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,long&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;long&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int64&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;int64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.Int64},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of Long), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Long).OnFit = null) As VarVector(Of Key(Of UInteger, Long))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;int64&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int64&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -608,9 +626,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;sbyte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;sbyte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int8&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;int8&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.SByte},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.SByte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of SByte), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of SByte).OnFit = null) As VarVector(Of Key(Of UInteger, SByte))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;sbyte&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, sbyte&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -642,9 +661,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,float&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;float&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,float&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;float&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float32&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;float32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.Single},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Single})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of Single), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Single).OnFit = null) As VarVector(Of Key(Of UInteger, Single))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;single&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;single&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, single&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -677,9 +697,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,string&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;string&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,string&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;string&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, string&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;string&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.String},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.ReadOnlyMemory{System.Char}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of String), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ReadOnlyMemory(Of Char)).OnFit = null) As VarVector(Of Key(Of UInteger, String))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;string&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, string&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -710,9 +731,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;ushort&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;ushort&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int16&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;unsigned int16&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.UInt16},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of UShort), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UShort).OnFit = null) As VarVector(Of Key(Of UInteger, UShort))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;uint16&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint16&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -744,9 +766,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;uint&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;uint&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int32&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;unsigned int32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.UInt32},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of UInteger), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UInteger).OnFit = null) As VarVector(Of Key(Of UInteger, UInteger))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;uint32&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint32&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint32&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -778,9 +801,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;ulong&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.VarVector&lt;ulong&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int64&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.VarVector`1&lt;unsigned int64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.VarVector{System.UInt64},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As VarVector(Of ULong), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ULong).OnFit = null) As VarVector(Of Key(Of UInteger, ULong))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;uint64&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint64&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -812,9 +836,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;bool&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;bool&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, bool&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;bool&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;bool&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.Boolean},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Boolean})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of Boolean), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Boolean).OnFit = null) As Vector(Of Key(Of UInteger, Boolean))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;bool&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -844,9 +869,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;byte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;byte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int8&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;unsigned int8&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.Byte},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Byte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of Byte), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Byte).OnFit = null) As Vector(Of Key(Of UInteger, Byte))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;byte&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, byte&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -878,9 +904,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,double&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,double&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;double&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float64&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;float64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.Double},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Double})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of Double), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Double).OnFit = null) As Vector(Of Key(Of UInteger, Double))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;double&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, double&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -913,9 +940,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,short&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;short&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,short&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;short&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int16&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;int16&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.Int16},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of Short), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Short).OnFit = null) As Vector(Of Key(Of UInteger, Short))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;int16&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int16&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -947,9 +975,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,int&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;int&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,int&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;int&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int32&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;int32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.Int32},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of Integer), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Integer).OnFit = null) As Vector(Of Key(Of UInteger, Integer))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;int&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -981,9 +1010,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,long&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;long&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,long&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;long&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int64&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;int64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.Int64},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of Long), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Long).OnFit = null) As Vector(Of Key(Of UInteger, Long))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;int64&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int64&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1015,9 +1045,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;sbyte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;sbyte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int8&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;int8&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.SByte},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.SByte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of SByte), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of SByte).OnFit = null) As Vector(Of Key(Of UInteger, SByte))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;sbyte&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, sbyte&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1049,9 +1080,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,float&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,float&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;float&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float32&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Single})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of Single), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Single).OnFit = null) As Vector(Of Key(Of UInteger, Single))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;single&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, single&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1084,9 +1116,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,string&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;string&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,string&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;string&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, string&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;string&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.String},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.ReadOnlyMemory{System.Char}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of String), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ReadOnlyMemory(Of Char)).OnFit = null) As Vector(Of Key(Of UInteger, String))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;string&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, string&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1117,9 +1150,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;ushort&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;ushort&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int16&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;unsigned int16&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.UInt16},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of UShort), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UShort).OnFit = null) As Vector(Of Key(Of UInteger, UShort))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;uint16&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint16&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1151,9 +1185,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;uint&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;uint&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int32&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;unsigned int32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.UInt32},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of UInteger), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UInteger).OnFit = null) As Vector(Of Key(Of UInteger, UInteger))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;uint32&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint32&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint32&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1185,9 +1220,10 @@
</Docs>
</Member>
<Member MemberName="ToKey">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;ulong&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt;&gt; ToKey (this Microsoft.ML.StaticPipe.Vector&lt;ulong&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int64&gt;&gt; ToKey(class Microsoft.ML.StaticPipe.Vector`1&lt;unsigned int64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey(Microsoft.ML.StaticPipe.Vector{System.UInt64},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey (input As Vector(Of ULong), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ULong).OnFit = null) As Vector(Of Key(Of UInteger, ULong))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;uint64&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint64&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1219,9 +1255,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,bool&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,bool&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, bool&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, bool&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;bool&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.Boolean},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Boolean})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, Boolean), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Boolean).OnFit = null) As Key(Of UInteger, Boolean)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, bool&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, bool&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1258,9 +1295,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,byte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,byte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int8&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int8&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.Byte},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Byte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, Byte), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Byte).OnFit = null) As Key(Of UInteger, Byte)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, byte&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, byte&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1297,9 +1335,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,double&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,double&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,double&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,double&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float64&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, float64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.Double},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Double})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, Double), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Double).OnFit = null) As Key(Of UInteger, Double)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, double&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, double&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1337,9 +1376,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,short&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,short&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,short&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,short&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int16&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int16&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.Int16},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, Short), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Short).OnFit = null) As Key(Of UInteger, Short)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, int16&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, int16&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1376,9 +1416,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,int&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,int&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,int&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,int&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int32&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.Int32},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, Integer), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Integer).OnFit = null) As Key(Of UInteger, Integer)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, int&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, int&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1415,9 +1456,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,long&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,long&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,long&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,long&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int64&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.Int64},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, Long), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Long).OnFit = null) As Key(Of UInteger, Long)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, int64&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, int64&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1454,9 +1496,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,sbyte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,sbyte&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int8&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int8&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.SByte},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.SByte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, SByte), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of SByte).OnFit = null) As Key(Of UInteger, SByte)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, sbyte&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, sbyte&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1493,9 +1536,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,float&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,float&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,float&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,float&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float32&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, float32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.Single},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Single})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, Single), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Single).OnFit = null) As Key(Of UInteger, Single)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, single&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;single&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, single&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1533,9 +1577,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,string&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,string&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,string&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,string&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, string&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, string&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.String},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.ReadOnlyMemory{System.Char}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, String), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ReadOnlyMemory(Of Char)).OnFit = null) As Key(Of UInteger, String)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, string&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, string&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1573,9 +1618,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,ushort&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,ushort&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int16&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int16&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.UInt16},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, UShort), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UShort).OnFit = null) As Key(Of UInteger, UShort)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, uint16&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, uint16&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1612,9 +1658,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,uint&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,uint&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int32&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int32&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.UInt32},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, UInteger), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UInteger).OnFit = null) As Key(Of UInteger, UInteger)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, uint32&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint32&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, uint32&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1651,9 +1698,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,ulong&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Key&lt;T,ulong&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int64&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int64&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Key{``0,System.UInt64},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Key(Of T, ULong), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ULong).OnFit = null) As Key(Of UInteger, ULong)" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Key&lt;'T, uint64&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Key&lt;uint32, uint64&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1690,9 +1738,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,bool&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,bool&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, bool&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, bool&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;bool&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.Boolean}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Boolean})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, Boolean)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Boolean).OnFit = null) As VarVector(Of Key(Of UInteger, Boolean))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, bool&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1729,9 +1778,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,byte&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,byte&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int8&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int8&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.Byte}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Byte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, Byte)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Byte).OnFit = null) As VarVector(Of Key(Of UInteger, Byte))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, byte&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, byte&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1768,9 +1818,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,double&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,double&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,double&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,double&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float64&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, float64&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.Double}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Double})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, Double)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Double).OnFit = null) As VarVector(Of Key(Of UInteger, Double))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, double&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, double&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1808,9 +1859,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,short&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,short&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,short&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,short&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int16&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int16&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.Int16}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, Short)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Short).OnFit = null) As VarVector(Of Key(Of UInteger, Short))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, int16&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int16&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1847,9 +1899,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,int&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,int&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,int&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,int&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int32&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int32&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.Int32}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, Integer)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Integer).OnFit = null) As VarVector(Of Key(Of UInteger, Integer))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, int&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1886,9 +1939,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,long&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,long&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,long&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,long&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int64&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int64&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.Int64}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, Long)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Long).OnFit = null) As VarVector(Of Key(Of UInteger, Long))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, int64&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int64&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1925,9 +1979,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,sbyte&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,sbyte&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int8&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int8&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.SByte}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.SByte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, SByte)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of SByte).OnFit = null) As VarVector(Of Key(Of UInteger, SByte))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, sbyte&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, sbyte&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -1964,9 +2019,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,float&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,float&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,float&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,float&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float32&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, float32&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.Single}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Single})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, Single)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Single).OnFit = null) As VarVector(Of Key(Of UInteger, Single))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, single&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;single&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, single&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2004,9 +2060,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,string&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,string&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,string&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,string&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, string&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, string&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.String}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.ReadOnlyMemory{System.Char}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, String)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ReadOnlyMemory(Of Char)).OnFit = null) As VarVector(Of Key(Of UInteger, String))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, string&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, string&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2044,9 +2101,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,ushort&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,ushort&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int16&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int16&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.UInt16}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, UShort)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UShort).OnFit = null) As VarVector(Of Key(Of UInteger, UShort))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, uint16&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint16&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2083,9 +2141,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,uint&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,uint&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int32&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int32&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.UInt32}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, UInteger)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UInteger).OnFit = null) As VarVector(Of Key(Of UInteger, UInteger))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, uint32&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint32&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint32&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2122,9 +2181,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,ulong&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;T,ulong&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int64&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.VarVector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int64&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.VarVector{Microsoft.ML.StaticPipe.Key{``0,System.UInt64}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As VarVector(Of Key(Of T, ULong)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ULong).OnFit = null) As VarVector(Of Key(Of UInteger, ULong))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, uint64&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.VarVector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint64&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2161,9 +2221,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,bool&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,bool&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,bool&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, bool&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, bool&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;bool&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.Boolean}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Boolean})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, Boolean)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Boolean).OnFit = null) As Vector(Of Key(Of UInteger, Boolean))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, bool&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;bool&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2200,9 +2261,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,byte&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,byte&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,byte&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int8&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int8&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.Byte}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Byte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, Byte)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Byte).OnFit = null) As Vector(Of Key(Of UInteger, Byte))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, byte&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;byte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, byte&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2239,9 +2301,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,double&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,double&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,double&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,double&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float64&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, float64&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.Double}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Double})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, Double)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Double).OnFit = null) As Vector(Of Key(Of UInteger, Double))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, double&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;double&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, double&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2279,9 +2342,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,short&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,short&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,short&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,short&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;short&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int16&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int16&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.Int16}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, Short)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Short).OnFit = null) As Vector(Of Key(Of UInteger, Short))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, int16&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int16&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2318,9 +2382,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,int&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,int&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,int&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,int&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int32&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int32&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.Int32}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, Integer)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Integer).OnFit = null) As Vector(Of Key(Of UInteger, Integer))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, int&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2357,9 +2422,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,long&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,long&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,long&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,long&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;long&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int64&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int64&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.Int64}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Int64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, Long)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Long).OnFit = null) As Vector(Of Key(Of UInteger, Long))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, int64&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;int64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, int64&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2396,9 +2462,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,sbyte&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,sbyte&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,sbyte&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, int8&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, int8&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;int8&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.SByte}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.SByte})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, SByte)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of SByte).OnFit = null) As Vector(Of Key(Of UInteger, SByte))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, sbyte&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;sbyte&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, sbyte&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2435,9 +2502,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,float&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,float&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,float&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,float&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;float&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, float32&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, float32&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;float32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.Single}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.Single})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, Single)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of Single).OnFit = null) As Vector(Of Key(Of UInteger, Single))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, single&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;single&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, single&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2475,9 +2543,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,string&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,string&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,string&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,string&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, string&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, string&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;valuetype System.ReadOnlyMemory`1&lt;char&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.String}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.ReadOnlyMemory{System.Char}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, String)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ReadOnlyMemory(Of Char)).OnFit = null) As Vector(Of Key(Of UInteger, String))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, string&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ReadOnlyMemory&lt;char&gt;&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, string&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2515,9 +2584,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,ushort&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ushort&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,ushort&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ushort&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int16&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int16&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int16&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.UInt16}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt16})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, UShort)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UShort).OnFit = null) As Vector(Of Key(Of UInteger, UShort))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, uint16&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint16&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint16&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2554,9 +2624,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,uint&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,uint&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,uint&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int32&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int32&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int32&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.UInt32}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, UInteger)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of UInteger).OnFit = null) As Vector(Of Key(Of UInteger, UInteger))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, uint32&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint32&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint32&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -2593,9 +2664,10 @@
</Docs>
</Member>
<Member MemberName="ToKey&lt;T&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,ulong&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint,ulong&gt;&gt; ToKey&lt;T&gt; (this Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;T,ulong&gt;&gt; input, Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, int maxItems = 1000000, Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;ulong&gt;.OnFit onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, unsigned int64&gt;&gt; ToKey&lt;T&gt;(class Microsoft.ML.StaticPipe.Vector`1&lt;class Microsoft.ML.StaticPipe.Key`2&lt;!!T, unsigned int64&gt;&gt; input, valuetype Microsoft.ML.StaticPipe.KeyOrdinality keyOrdinality, int32 maxItems, class Microsoft.ML.StaticPipe.TermStaticExtensions/ToKeyFitResult`1/OnFit&lt;unsigned int64&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey``1(Microsoft.ML.StaticPipe.Vector{Microsoft.ML.StaticPipe.Key{``0,System.UInt64}},Microsoft.ML.StaticPipe.KeyOrdinality,System.Int32,Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult`1.OnFit{System.UInt64})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function ToKey(Of T) (input As Vector(Of Key(Of T, ULong)), Optional keyOrdinality As KeyOrdinality = Microsoft.ML.StaticPipe.KeyOrdinality.Occurence, Optional maxItems As Integer = 1000000, Optional onFit As TermStaticExtensions.ToKeyFitResult(Of ULong).OnFit = null) As Vector(Of Key(Of UInteger, ULong))" />
<MemberSignature Language="F#" Value="static member ToKey : Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;'T, uint64&gt;&gt; * Microsoft.ML.StaticPipe.KeyOrdinality * int * Microsoft.ML.StaticPipe.TermStaticExtensions.ToKeyFitResult&lt;uint64&gt;.OnFit -&gt; Microsoft.ML.StaticPipe.Vector&lt;Microsoft.ML.StaticPipe.Key&lt;uint32, uint64&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TermStaticExtensions.ToKey (input, keyOrdinality, maxItems, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="FeaturizeText">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; FeaturizeText (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, Microsoft.ML.StaticPipe.Scalar&lt;string&gt;[] otherInputs = null, Microsoft.ML.Transforms.Text.TextFeaturizingEstimator.Options options = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Vector&lt;float&gt; FeaturizeText (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, Microsoft.ML.StaticPipe.Scalar&lt;string&gt;[] otherInputs = default, Microsoft.ML.Transforms.Text.TextFeaturizingEstimator.Options options = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; FeaturizeText(class Microsoft.ML.StaticPipe.Scalar`1&lt;string&gt; input, class Microsoft.ML.StaticPipe.Scalar`1&lt;string&gt;[] otherInputs, class Microsoft.ML.Transforms.Text.TextFeaturizingEstimator/Options options) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TextFeaturizerStaticExtensions.FeaturizeText(Microsoft.ML.StaticPipe.Scalar{System.String},Microsoft.ML.StaticPipe.Scalar{System.String}[],Microsoft.ML.Transforms.Text.TextFeaturizingEstimator.Options)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FeaturizeText (input As Scalar(Of String), Optional otherInputs As Scalar(Of String)() = null, Optional options As TextFeaturizingEstimator.Options = null) As Vector(Of Single)" />
<MemberSignature Language="F#" Value="static member FeaturizeText : Microsoft.ML.StaticPipe.Scalar&lt;string&gt; * Microsoft.ML.StaticPipe.Scalar&lt;string&gt;[] * Microsoft.ML.Transforms.Text.TextFeaturizingEstimator.Options -&gt; Microsoft.ML.StaticPipe.Vector&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.TextFeaturizerStaticExtensions.FeaturizeText (input, otherInputs, options)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -48,7 +48,7 @@
</Docs>
</Member>
<Member MemberName="LoadBool">
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Vector&lt;bool&gt; LoadBool (int minOrdinal, Nullable&lt;int&gt; maxOrdinal);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Vector&lt;bool&gt; LoadBool (int minOrdinal, int? maxOrdinal);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.StaticPipe.Vector`1&lt;bool&gt; LoadBool(int32 minOrdinal, valuetype System.Nullable`1&lt;int32&gt; maxOrdinal) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TextLoaderStatic.Context.LoadBool(System.Int32,System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="Public Function LoadBool (minOrdinal As Integer, maxOrdinal As Nullable(Of Integer)) As Vector(Of Boolean)" />
@ -104,7 +104,7 @@
</Docs>
</Member>
<Member MemberName="LoadDouble">
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Vector&lt;double&gt; LoadDouble (int minOrdinal, Nullable&lt;int&gt; maxOrdinal);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Vector&lt;double&gt; LoadDouble (int minOrdinal, int? maxOrdinal);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.StaticPipe.Vector`1&lt;float64&gt; LoadDouble(int32 minOrdinal, valuetype System.Nullable`1&lt;int32&gt; maxOrdinal) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TextLoaderStatic.Context.LoadDouble(System.Int32,System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="Public Function LoadDouble (minOrdinal As Integer, maxOrdinal As Nullable(Of Integer)) As Vector(Of Double)" />
@ -160,7 +160,7 @@
</Docs>
</Member>
<Member MemberName="LoadFloat">
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Vector&lt;float&gt; LoadFloat (int minOrdinal, Nullable&lt;int&gt; maxOrdinal);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Vector&lt;float&gt; LoadFloat (int minOrdinal, int? maxOrdinal);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; LoadFloat(int32 minOrdinal, valuetype System.Nullable`1&lt;int32&gt; maxOrdinal) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TextLoaderStatic.Context.LoadFloat(System.Int32,System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="Public Function LoadFloat (minOrdinal As Integer, maxOrdinal As Nullable(Of Integer)) As Vector(Of Single)" />
@ -190,7 +190,7 @@
</Docs>
</Member>
<Member MemberName="LoadKey">
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Key&lt;uint&gt; LoadKey (int ordinal, Nullable&lt;ulong&gt; keyCount);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Key&lt;uint&gt; LoadKey (int ordinal, ulong? keyCount);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.StaticPipe.Key`1&lt;unsigned int32&gt; LoadKey(int32 ordinal, valuetype System.Nullable`1&lt;unsigned int64&gt; keyCount) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TextLoaderStatic.Context.LoadKey(System.Int32,System.Nullable{System.UInt64})" />
<MemberSignature Language="VB.NET" Value="Public Function LoadKey (ordinal As Integer, keyCount As Nullable(Of ULong)) As Key(Of UInteger)" />
@ -245,7 +245,7 @@
</Docs>
</Member>
<Member MemberName="LoadText">
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Vector&lt;string&gt; LoadText (int minOrdinal, Nullable&lt;int&gt; maxOrdinal);" />
<MemberSignature Language="C#" Value="public Microsoft.ML.StaticPipe.Vector&lt;string&gt; LoadText (int minOrdinal, int? maxOrdinal);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig instance class Microsoft.ML.StaticPipe.Vector`1&lt;string&gt; LoadText(int32 minOrdinal, valuetype System.Nullable`1&lt;int32&gt; maxOrdinal) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TextLoaderStatic.Context.LoadText(System.Int32,System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="Public Function LoadText (minOrdinal As Integer, maxOrdinal As Nullable(Of Integer)) As Vector(Of String)" />

Просмотреть файл

@ -18,7 +18,7 @@
</Docs>
<Members>
<Member MemberName="CreateLoader&lt;TShape&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.DataLoader&lt;Microsoft.ML.Data.IMultiStreamSource,TShape&gt; CreateLoader&lt;TShape&gt; (Microsoft.ML.Runtime.IHostEnvironment env, Func&lt;Microsoft.ML.StaticPipe.TextLoaderStatic.Context,TShape&gt; func, Microsoft.ML.Data.IMultiStreamSource files = null, char separator = '\t', bool hasHeader = false, bool allowQuoting = true, bool allowSparse = true, bool trimWhitspace = false);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.DataLoader&lt;Microsoft.ML.Data.IMultiStreamSource,TShape&gt; CreateLoader&lt;TShape&gt; (Microsoft.ML.Runtime.IHostEnvironment env, Func&lt;Microsoft.ML.StaticPipe.TextLoaderStatic.Context,TShape&gt; func, Microsoft.ML.Data.IMultiStreamSource files = default, char separator = '\t', bool hasHeader = false, bool allowQuoting = true, bool allowSparse = true, bool trimWhitspace = false);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.DataLoader`2&lt;class Microsoft.ML.Data.IMultiStreamSource, !!TShape&gt; CreateLoader&lt;TShape&gt;(class Microsoft.ML.Runtime.IHostEnvironment env, class System.Func`2&lt;class Microsoft.ML.StaticPipe.TextLoaderStatic/Context, !!TShape&gt; func, class Microsoft.ML.Data.IMultiStreamSource files, char separator, bool hasHeader, bool allowQuoting, bool allowSparse, bool trimWhitspace) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TextLoaderStatic.CreateLoader``1(Microsoft.ML.Runtime.IHostEnvironment,System.Func{Microsoft.ML.StaticPipe.TextLoaderStatic.Context,``0},Microsoft.ML.Data.IMultiStreamSource,System.Char,System.Boolean,System.Boolean,System.Boolean,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="Public Shared Function CreateLoader(Of TShape) (env As IHostEnvironment, func As Func(Of TextLoaderStatic.Context, TShape), Optional files As IMultiStreamSource = null, Optional separator As Char = '\t', Optional hasHeader As Boolean = false, Optional allowQuoting As Boolean = true, Optional allowSparse As Boolean = true, Optional trimWhitspace As Boolean = false) As DataLoader(Of IMultiStreamSource, TShape)" />

Просмотреть файл

@ -23,6 +23,7 @@
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;string&gt; NormalizeText (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, Microsoft.ML.Transforms.Text.TextNormalizingEstimator.CaseMode caseMode = Microsoft.ML.Transforms.Text.TextNormalizingEstimator+CaseMode.Lower, bool keepDiacritics = false, bool keepPunctuations = true, bool keepNumbers = true);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;string&gt; NormalizeText(class Microsoft.ML.StaticPipe.Scalar`1&lt;string&gt; input, valuetype Microsoft.ML.Transforms.Text.TextNormalizingEstimator/CaseMode caseMode, bool keepDiacritics, bool keepPunctuations, bool keepNumbers) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TextNormalizerStaticExtensions.NormalizeText(Microsoft.ML.StaticPipe.Scalar{System.String},Microsoft.ML.Transforms.Text.TextNormalizingEstimator.CaseMode,System.Boolean,System.Boolean,System.Boolean)" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function NormalizeText (input As Scalar(Of String), Optional caseMode As TextNormalizingEstimator.CaseMode = Microsoft.ML.Transforms.Text.TextNormalizingEstimator+CaseMode.Lower, Optional keepDiacritics As Boolean = false, Optional keepPunctuations As Boolean = true, Optional keepNumbers As Boolean = true) As Scalar(Of String)" />
<MemberSignature Language="F#" Value="static member NormalizeText : Microsoft.ML.StaticPipe.Scalar&lt;string&gt; * Microsoft.ML.Transforms.Text.TextNormalizingEstimator.CaseMode * bool * bool * bool -&gt; Microsoft.ML.StaticPipe.Scalar&lt;string&gt;" Usage="Microsoft.ML.StaticPipe.TextNormalizerStaticExtensions.NormalizeText (input, caseMode, keepDiacritics, keepPunctuations, keepNumbers)" />
<MemberType>Method</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -23,6 +23,7 @@
<MemberSignature Language="C#" Value="public BinaryClassifier (Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifier.EstimatorFactory estimatorFactory, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.TrainerEstimatorReconciler/BinaryClassifier/EstimatorFactory estimatorFactory, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifier.#ctor(Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifier.EstimatorFactory,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (estimatorFactory As TrainerEstimatorReconciler.BinaryClassifier.EstimatorFactory, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single))" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifier : Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifier.EstimatorFactory * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; -&gt; Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifier" Usage="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifier (estimatorFactory, label, features, weights)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -48,7 +49,7 @@
</Docs>
</Member>
<Member MemberName="Output">
<MemberSignature Language="C#" Value="public ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; Output { get; }" />
<MemberSignature Language="C#" Value="public (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) Output { get; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; Output" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifier.Output" />
<MemberSignature Language="VB.NET" Value="Public ReadOnly Property Output As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />

Просмотреть файл

@ -25,6 +25,7 @@
<MemberSignature Language="C#" Value="public BinaryClassifierNoCalibration (Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifierNoCalibration.EstimatorFactory estimatorFactory, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.TrainerEstimatorReconciler/BinaryClassifierNoCalibration/EstimatorFactory estimatorFactory, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifierNoCalibration.#ctor(Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifierNoCalibration.EstimatorFactory,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (estimatorFactory As TrainerEstimatorReconciler.BinaryClassifierNoCalibration.EstimatorFactory, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single))" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifierNoCalibration : Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifierNoCalibration.EstimatorFactory * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; -&gt; Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifierNoCalibration" Usage="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifierNoCalibration (estimatorFactory, label, features, weights)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -50,7 +51,7 @@
</Docs>
</Member>
<Member MemberName="Output">
<MemberSignature Language="C#" Value="public ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; Output { get; }" />
<MemberSignature Language="C#" Value="public (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) Output { get; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; Output" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.BinaryClassifierNoCalibration.Output" />
<MemberSignature Language="VB.NET" Value="Public ReadOnly Property Output As ValueTuple(Of Scalar(Of Single), Scalar(Of Boolean))" />

Просмотреть файл

@ -23,6 +23,7 @@
<MemberSignature Language="C#" Value="public Clustering (Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Clustering.EstimatorFactory estimatorFactory, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.TrainerEstimatorReconciler/Clustering/EstimatorFactory estimatorFactory, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Clustering.#ctor(Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Clustering.EstimatorFactory,Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (estimatorFactory As TrainerEstimatorReconciler.Clustering.EstimatorFactory, features As Vector(Of Single), weights As Scalar(Of Single))" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Clustering : Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Clustering.EstimatorFactory * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; -&gt; Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Clustering" Usage="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Clustering (estimatorFactory, features, weights)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -47,7 +48,7 @@
</Docs>
</Member>
<Member MemberName="Output">
<MemberSignature Language="C#" Value="public ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint&gt;&gt; Output { get; }" />
<MemberSignature Language="C#" Value="public (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint&gt;) Output { get; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`1&lt;unsigned int32&gt;&gt; Output" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Clustering.Output" />
<MemberSignature Language="VB.NET" Value="Public ReadOnly Property Output As ValueTuple(Of Vector(Of Single), Key(Of UInteger))" />

Просмотреть файл

@ -27,6 +27,7 @@
<MemberSignature Language="C#" Value="public MulticlassClassificationReconciler (Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.MulticlassClassificationReconciler&lt;TVal&gt;.EstimatorFactory estimatorFactory, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.TrainerEstimatorReconciler/MulticlassClassificationReconciler`1/EstimatorFactory&lt;!TVal&gt; estimatorFactory, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !TVal&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.MulticlassClassificationReconciler`1.#ctor(Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.MulticlassClassificationReconciler`1.EstimatorFactory{`0},Microsoft.ML.StaticPipe.Key{System.UInt32,`0},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (estimatorFactory As TrainerEstimatorReconciler.MulticlassClassificationReconciler(Of TVal).EstimatorFactory, label As Key(Of UInteger, TVal), features As Vector(Of Single), weights As Scalar(Of Single))" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.MulticlassClassificationReconciler&lt;'Val&gt; : Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.MulticlassClassificationReconciler&lt;'Val&gt;.EstimatorFactory * Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; -&gt; Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.MulticlassClassificationReconciler&lt;'Val&gt;" Usage="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.MulticlassClassificationReconciler&lt;'Val&gt; (estimatorFactory, label, features, weights)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -53,7 +54,7 @@
</Docs>
</Member>
<Member MemberName="Output">
<MemberSignature Language="C#" Value="public ValueTuple&lt;Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;&gt; Output { get; }" />
<MemberSignature Language="C#" Value="public (Microsoft.ML.StaticPipe.Vector&lt;float&gt;,Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt;) Output { get; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !TVal&gt;&gt; Output" />
<MemberSignature Language="DocId" Value="P:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.MulticlassClassificationReconciler`1.Output" />
<MemberSignature Language="VB.NET" Value="Public ReadOnly Property Output As ValueTuple(Of Vector(Of Single), Key(Of UInteger, TVal))" />

Просмотреть файл

@ -27,6 +27,7 @@
<MemberSignature Language="C#" Value="public Ranker (Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Ranker&lt;TVal&gt;.EstimatorFactory estimatorFactory, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; groupId, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.TrainerEstimatorReconciler/Ranker`1/EstimatorFactory&lt;!TVal&gt; estimatorFactory, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !TVal&gt; groupId, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Ranker`1.#ctor(Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Ranker`1.EstimatorFactory{`0},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Key{System.UInt32,`0},Microsoft.ML.StaticPipe.Scalar{System.Single})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (estimatorFactory As TrainerEstimatorReconciler.Ranker(Of TVal).EstimatorFactory, label As Scalar(Of Single), features As Vector(Of Single), groupId As Key(Of UInteger, TVal), weights As Scalar(Of Single))" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Ranker&lt;'Val&gt; : Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Ranker&lt;'Val&gt;.EstimatorFactory * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; -&gt; Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Ranker&lt;'Val&gt;" Usage="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Ranker&lt;'Val&gt; (estimatorFactory, label, features, groupId, weights)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
@ -45,8 +46,8 @@
will produce a single new scalar <see cref="T:System.Single" /> column named <see cref="F:Microsoft.ML.Data.DefaultColumnNames.Score" />.</param>
<param name="label">The input label column.</param>
<param name="features">The input features column.</param>
<param name="groupId">The input groupId column.</param>
<param name="weights">The input weights column, or <c>null</c> if there are no weights.</param>
<param name="groupId">The input groupId column.</param>
<summary>
Constructs a new general ranker reconciler.
</summary>

Просмотреть файл

@ -23,6 +23,7 @@
<MemberSignature Language="C#" Value="public Regression (Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Regression.EstimatorFactory estimatorFactory, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.TrainerEstimatorReconciler/Regression/EstimatorFactory estimatorFactory, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Regression.#ctor(Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Regression.EstimatorFactory,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single})" />
<MemberSignature Language="VB.NET" Value="Public Sub New (estimatorFactory As TrainerEstimatorReconciler.Regression.EstimatorFactory, label As Scalar(Of Single), features As Vector(Of Single), weights As Scalar(Of Single))" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Regression : Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Regression.EstimatorFactory * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; -&gt; Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Regression" Usage="new Microsoft.ML.StaticPipe.TrainerEstimatorReconciler.Regression (estimatorFactory, label, features, weights)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -21,7 +21,7 @@
</Docs>
<Members>
<Member MemberName="CrossValidate&lt;TInShape,TOutShape,TTransformer&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.Data.CalibratedBinaryClassificationMetrics,Microsoft.ML.StaticPipe.Transformer&lt;TInShape,TOutShape,TTransformer&gt;,Microsoft.ML.StaticPipe.DataView&lt;TOutShape&gt;&gt;[] CrossValidate&lt;TInShape,TOutShape,TTransformer&gt; (this Microsoft.ML.BinaryClassificationCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;TInShape&gt; data, Microsoft.ML.StaticPipe.Estimator&lt;TInShape,TOutShape,TTransformer&gt; estimator, Func&lt;TOutShape,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; label, int numFolds = 5, Func&lt;TInShape,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = null, Nullable&lt;int&gt; seed = null) where TTransformer : class, Microsoft.ML.ITransformer;" />
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.Data.CalibratedBinaryClassificationMetrics,Microsoft.ML.StaticPipe.Transformer&lt;TInShape,TOutShape,TTransformer&gt;,Microsoft.ML.StaticPipe.DataView&lt;TOutShape&gt;&gt;[] CrossValidate&lt;TInShape,TOutShape,TTransformer&gt; (this Microsoft.ML.BinaryClassificationCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;TInShape&gt; data, Microsoft.ML.StaticPipe.Estimator&lt;TInShape,TOutShape,TTransformer&gt; estimator, Func&lt;TOutShape,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; label, int numFolds = 5, Func&lt;TInShape,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = default, int? seed = default) where TTransformer : class, Microsoft.ML.ITransformer;" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.Data.CalibratedBinaryClassificationMetrics, class Microsoft.ML.StaticPipe.Transformer`3&lt;!!TInShape, !!TOutShape, !!TTransformer&gt;, class Microsoft.ML.StaticPipe.DataView`1&lt;!!TOutShape&gt;&gt;[] CrossValidate&lt;TInShape, TOutShape, class (class Microsoft.ML.ITransformer) TTransformer&gt;(class Microsoft.ML.BinaryClassificationCatalog catalog, class Microsoft.ML.StaticPipe.DataView`1&lt;!!TInShape&gt; data, class Microsoft.ML.StaticPipe.Estimator`3&lt;!!TInShape, !!TOutShape, !!TTransformer&gt; estimator, class System.Func`2&lt;!!TOutShape, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; label, int32 numFolds, class System.Func`2&lt;!!TInShape, class Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn, valuetype System.Nullable`1&lt;int32&gt; seed) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainingStaticExtensions.CrossValidate``3(Microsoft.ML.BinaryClassificationCatalog,Microsoft.ML.StaticPipe.DataView{``0},Microsoft.ML.StaticPipe.Estimator{``0,``1,``2},System.Func{``1,Microsoft.ML.StaticPipe.Scalar{System.Boolean}},System.Int32,System.Func{``0,Microsoft.ML.StaticPipe.PipelineColumn},System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function CrossValidate(Of TInShape, TOutShape, TTransformer) (catalog As BinaryClassificationCatalog, data As DataView(Of TInShape), estimator As Estimator(Of TInShape, TOutShape, TTransformer), label As Func(Of TOutShape, Scalar(Of Boolean)), Optional numFolds As Integer = 5, Optional stratificationColumn As Func(Of TInShape, PipelineColumn) = null, Optional seed As Nullable(Of Integer) = null) As ValueTuple(Of CalibratedBinaryClassificationMetrics, Transformer(Of TInShape, TOutShape, TTransformer), DataView(Of TOutShape))()" />
@ -65,8 +65,8 @@
<param name="catalog">The training catalog.</param>
<param name="data">The data to run cross-validation on.</param>
<param name="estimator">The estimator to fit.</param>
<param name="label">The label column (for evaluation).</param>
<param name="numFolds">Number of cross-validation folds.</param>
<param name="label">The label column (for evaluation).</param>
<param name="stratificationColumn">Optional selector for the column to use as a stratification column. If two examples share the same value of the <paramref name="stratificationColumn" />
(if provided), they are guaranteed to appear in the same subset (train or test). Use this to make sure there is no label leakage from train to the test set.
If this optional parameter is not provided, a stratification columns will be generated, and its values will be random numbers .</param>
@ -83,7 +83,7 @@
</Docs>
</Member>
<Member MemberName="CrossValidate&lt;TInShape,TOutShape,TTransformer&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.Data.MulticlassClassificationMetrics,Microsoft.ML.StaticPipe.Transformer&lt;TInShape,TOutShape,TTransformer&gt;,Microsoft.ML.StaticPipe.DataView&lt;TOutShape&gt;&gt;[] CrossValidate&lt;TInShape,TOutShape,TTransformer&gt; (this Microsoft.ML.MulticlassClassificationCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;TInShape&gt; data, Microsoft.ML.StaticPipe.Estimator&lt;TInShape,TOutShape,TTransformer&gt; estimator, Func&lt;TOutShape,Microsoft.ML.StaticPipe.Key&lt;uint&gt;&gt; label, int numFolds = 5, Func&lt;TInShape,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = null, Nullable&lt;int&gt; seed = null) where TTransformer : class, Microsoft.ML.ITransformer;" />
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.Data.MulticlassClassificationMetrics,Microsoft.ML.StaticPipe.Transformer&lt;TInShape,TOutShape,TTransformer&gt;,Microsoft.ML.StaticPipe.DataView&lt;TOutShape&gt;&gt;[] CrossValidate&lt;TInShape,TOutShape,TTransformer&gt; (this Microsoft.ML.MulticlassClassificationCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;TInShape&gt; data, Microsoft.ML.StaticPipe.Estimator&lt;TInShape,TOutShape,TTransformer&gt; estimator, Func&lt;TOutShape,Microsoft.ML.StaticPipe.Key&lt;uint&gt;&gt; label, int numFolds = 5, Func&lt;TInShape,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = default, int? seed = default) where TTransformer : class, Microsoft.ML.ITransformer;" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.Data.MulticlassClassificationMetrics, class Microsoft.ML.StaticPipe.Transformer`3&lt;!!TInShape, !!TOutShape, !!TTransformer&gt;, class Microsoft.ML.StaticPipe.DataView`1&lt;!!TOutShape&gt;&gt;[] CrossValidate&lt;TInShape, TOutShape, class (class Microsoft.ML.ITransformer) TTransformer&gt;(class Microsoft.ML.MulticlassClassificationCatalog catalog, class Microsoft.ML.StaticPipe.DataView`1&lt;!!TInShape&gt; data, class Microsoft.ML.StaticPipe.Estimator`3&lt;!!TInShape, !!TOutShape, !!TTransformer&gt; estimator, class System.Func`2&lt;!!TOutShape, class Microsoft.ML.StaticPipe.Key`1&lt;unsigned int32&gt;&gt; label, int32 numFolds, class System.Func`2&lt;!!TInShape, class Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn, valuetype System.Nullable`1&lt;int32&gt; seed) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainingStaticExtensions.CrossValidate``3(Microsoft.ML.MulticlassClassificationCatalog,Microsoft.ML.StaticPipe.DataView{``0},Microsoft.ML.StaticPipe.Estimator{``0,``1,``2},System.Func{``1,Microsoft.ML.StaticPipe.Key{System.UInt32}},System.Int32,System.Func{``0,Microsoft.ML.StaticPipe.PipelineColumn},System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function CrossValidate(Of TInShape, TOutShape, TTransformer) (catalog As MulticlassClassificationCatalog, data As DataView(Of TInShape), estimator As Estimator(Of TInShape, TOutShape, TTransformer), label As Func(Of TOutShape, Key(Of UInteger)), Optional numFolds As Integer = 5, Optional stratificationColumn As Func(Of TInShape, PipelineColumn) = null, Optional seed As Nullable(Of Integer) = null) As ValueTuple(Of MulticlassClassificationMetrics, Transformer(Of TInShape, TOutShape, TTransformer), DataView(Of TOutShape))()" />
@ -127,8 +127,8 @@
<param name="catalog">The training catalog.</param>
<param name="data">The data to run cross-validation on.</param>
<param name="estimator">The estimator to fit.</param>
<param name="label">The label column (for evaluation).</param>
<param name="numFolds">Number of cross-validation folds.</param>
<param name="label">The label column (for evaluation).</param>
<param name="stratificationColumn">Optional selector for the column to use as a stratification column. If two examples share the same value of the <paramref name="stratificationColumn" />
(if provided), they are guaranteed to appear in the same subset (train or test). Use this to make sure there is no label leakage from train to the test set.
If this optional parameter is not provided, a stratification columns will be generated, and its values will be random numbers .</param>
@ -145,7 +145,7 @@
</Docs>
</Member>
<Member MemberName="CrossValidate&lt;TInShape,TOutShape,TTransformer&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.Data.RegressionMetrics,Microsoft.ML.StaticPipe.Transformer&lt;TInShape,TOutShape,TTransformer&gt;,Microsoft.ML.StaticPipe.DataView&lt;TOutShape&gt;&gt;[] CrossValidate&lt;TInShape,TOutShape,TTransformer&gt; (this Microsoft.ML.RegressionCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;TInShape&gt; data, Microsoft.ML.StaticPipe.Estimator&lt;TInShape,TOutShape,TTransformer&gt; estimator, Func&lt;TOutShape,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;&gt; label, int numFolds = 5, Func&lt;TInShape,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = null, Nullable&lt;int&gt; seed = null) where TTransformer : class, Microsoft.ML.ITransformer;" />
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.Data.RegressionMetrics,Microsoft.ML.StaticPipe.Transformer&lt;TInShape,TOutShape,TTransformer&gt;,Microsoft.ML.StaticPipe.DataView&lt;TOutShape&gt;&gt;[] CrossValidate&lt;TInShape,TOutShape,TTransformer&gt; (this Microsoft.ML.RegressionCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;TInShape&gt; data, Microsoft.ML.StaticPipe.Estimator&lt;TInShape,TOutShape,TTransformer&gt; estimator, Func&lt;TOutShape,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;&gt; label, int numFolds = 5, Func&lt;TInShape,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = default, int? seed = default) where TTransformer : class, Microsoft.ML.ITransformer;" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.Data.RegressionMetrics, class Microsoft.ML.StaticPipe.Transformer`3&lt;!!TInShape, !!TOutShape, !!TTransformer&gt;, class Microsoft.ML.StaticPipe.DataView`1&lt;!!TOutShape&gt;&gt;[] CrossValidate&lt;TInShape, TOutShape, class (class Microsoft.ML.ITransformer) TTransformer&gt;(class Microsoft.ML.RegressionCatalog catalog, class Microsoft.ML.StaticPipe.DataView`1&lt;!!TInShape&gt; data, class Microsoft.ML.StaticPipe.Estimator`3&lt;!!TInShape, !!TOutShape, !!TTransformer&gt; estimator, class System.Func`2&lt;!!TOutShape, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;&gt; label, int32 numFolds, class System.Func`2&lt;!!TInShape, class Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn, valuetype System.Nullable`1&lt;int32&gt; seed) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainingStaticExtensions.CrossValidate``3(Microsoft.ML.RegressionCatalog,Microsoft.ML.StaticPipe.DataView{``0},Microsoft.ML.StaticPipe.Estimator{``0,``1,``2},System.Func{``1,Microsoft.ML.StaticPipe.Scalar{System.Single}},System.Int32,System.Func{``0,Microsoft.ML.StaticPipe.PipelineColumn},System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function CrossValidate(Of TInShape, TOutShape, TTransformer) (catalog As RegressionCatalog, data As DataView(Of TInShape), estimator As Estimator(Of TInShape, TOutShape, TTransformer), label As Func(Of TOutShape, Scalar(Of Single)), Optional numFolds As Integer = 5, Optional stratificationColumn As Func(Of TInShape, PipelineColumn) = null, Optional seed As Nullable(Of Integer) = null) As ValueTuple(Of RegressionMetrics, Transformer(Of TInShape, TOutShape, TTransformer), DataView(Of TOutShape))()" />
@ -189,8 +189,8 @@
<param name="catalog">The training catalog.</param>
<param name="data">The data to run cross-validation on.</param>
<param name="estimator">The estimator to fit.</param>
<param name="label">The label column (for evaluation).</param>
<param name="numFolds">Number of cross-validation folds.</param>
<param name="label">The label column (for evaluation).</param>
<param name="stratificationColumn">Optional selector for the column to use as a stratification column. If two examples share the same value of the <paramref name="stratificationColumn" />
(if provided), they are guaranteed to appear in the same subset (train or test). Use this to make sure there is no label leakage from train to the test set.
If this optional parameter is not provided, a stratification columns will be generated, and its values will be random numbers .</param>
@ -207,7 +207,7 @@
</Docs>
</Member>
<Member MemberName="CrossValidateNonCalibrated&lt;TInShape,TOutShape,TTransformer&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.Data.BinaryClassificationMetrics,Microsoft.ML.StaticPipe.Transformer&lt;TInShape,TOutShape,TTransformer&gt;,Microsoft.ML.StaticPipe.DataView&lt;TOutShape&gt;&gt;[] CrossValidateNonCalibrated&lt;TInShape,TOutShape,TTransformer&gt; (this Microsoft.ML.BinaryClassificationCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;TInShape&gt; data, Microsoft.ML.StaticPipe.Estimator&lt;TInShape,TOutShape,TTransformer&gt; estimator, Func&lt;TOutShape,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; label, int numFolds = 5, Func&lt;TInShape,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = null, Nullable&lt;int&gt; seed = null) where TTransformer : class, Microsoft.ML.ITransformer;" />
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.Data.BinaryClassificationMetrics,Microsoft.ML.StaticPipe.Transformer&lt;TInShape,TOutShape,TTransformer&gt;,Microsoft.ML.StaticPipe.DataView&lt;TOutShape&gt;&gt;[] CrossValidateNonCalibrated&lt;TInShape,TOutShape,TTransformer&gt; (this Microsoft.ML.BinaryClassificationCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;TInShape&gt; data, Microsoft.ML.StaticPipe.Estimator&lt;TInShape,TOutShape,TTransformer&gt; estimator, Func&lt;TOutShape,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; label, int numFolds = 5, Func&lt;TInShape,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = default, int? seed = default) where TTransformer : class, Microsoft.ML.ITransformer;" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.Data.BinaryClassificationMetrics, class Microsoft.ML.StaticPipe.Transformer`3&lt;!!TInShape, !!TOutShape, !!TTransformer&gt;, class Microsoft.ML.StaticPipe.DataView`1&lt;!!TOutShape&gt;&gt;[] CrossValidateNonCalibrated&lt;TInShape, TOutShape, class (class Microsoft.ML.ITransformer) TTransformer&gt;(class Microsoft.ML.BinaryClassificationCatalog catalog, class Microsoft.ML.StaticPipe.DataView`1&lt;!!TInShape&gt; data, class Microsoft.ML.StaticPipe.Estimator`3&lt;!!TInShape, !!TOutShape, !!TTransformer&gt; estimator, class System.Func`2&lt;!!TOutShape, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; label, int32 numFolds, class System.Func`2&lt;!!TInShape, class Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn, valuetype System.Nullable`1&lt;int32&gt; seed) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainingStaticExtensions.CrossValidateNonCalibrated``3(Microsoft.ML.BinaryClassificationCatalog,Microsoft.ML.StaticPipe.DataView{``0},Microsoft.ML.StaticPipe.Estimator{``0,``1,``2},System.Func{``1,Microsoft.ML.StaticPipe.Scalar{System.Boolean}},System.Int32,System.Func{``0,Microsoft.ML.StaticPipe.PipelineColumn},System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function CrossValidateNonCalibrated(Of TInShape, TOutShape, TTransformer) (catalog As BinaryClassificationCatalog, data As DataView(Of TInShape), estimator As Estimator(Of TInShape, TOutShape, TTransformer), label As Func(Of TOutShape, Scalar(Of Boolean)), Optional numFolds As Integer = 5, Optional stratificationColumn As Func(Of TInShape, PipelineColumn) = null, Optional seed As Nullable(Of Integer) = null) As ValueTuple(Of BinaryClassificationMetrics, Transformer(Of TInShape, TOutShape, TTransformer), DataView(Of TOutShape))()" />
@ -251,8 +251,8 @@
<param name="catalog">The training catalog.</param>
<param name="data">The data to run cross-validation on.</param>
<param name="estimator">The estimator to fit.</param>
<param name="label">The label column (for evaluation).</param>
<param name="numFolds">Number of cross-validation folds.</param>
<param name="label">The label column (for evaluation).</param>
<param name="stratificationColumn">Optional selector for the column to use as a stratification column. If two examples share the same value of the <paramref name="stratificationColumn" />
(if provided), they are guaranteed to appear in the same subset (train or test). Use this to make sure there is no label leakage from train to the test set.
If this optional parameter is not provided, a stratification columns will be generated, and its values will be random numbers .</param>
@ -269,7 +269,7 @@
</Docs>
</Member>
<Member MemberName="TrainTestSplit&lt;T&gt;">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.DataView&lt;T&gt;,Microsoft.ML.StaticPipe.DataView&lt;T&gt;&gt; TrainTestSplit&lt;T&gt; (this Microsoft.ML.DataOperationsCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;T&gt; data, double testFraction = 0.1, Func&lt;T,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = null, Nullable&lt;int&gt; seed = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.DataView&lt;T&gt;,Microsoft.ML.StaticPipe.DataView&lt;T&gt;) TrainTestSplit&lt;T&gt; (this Microsoft.ML.DataOperationsCatalog catalog, Microsoft.ML.StaticPipe.DataView&lt;T&gt; data, double testFraction = 0.1, Func&lt;T,Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn = default, int? seed = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`2&lt;class Microsoft.ML.StaticPipe.DataView`1&lt;!!T&gt;, class Microsoft.ML.StaticPipe.DataView`1&lt;!!T&gt;&gt; TrainTestSplit&lt;T&gt;(class Microsoft.ML.DataOperationsCatalog catalog, class Microsoft.ML.StaticPipe.DataView`1&lt;!!T&gt; data, float64 testFraction, class System.Func`2&lt;!!T, class Microsoft.ML.StaticPipe.PipelineColumn&gt; stratificationColumn, valuetype System.Nullable`1&lt;int32&gt; seed) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TrainingStaticExtensions.TrainTestSplit``1(Microsoft.ML.DataOperationsCatalog,Microsoft.ML.StaticPipe.DataView{``0},System.Double,System.Func{``0,Microsoft.ML.StaticPipe.PipelineColumn},System.Nullable{System.Int32})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function TrainTestSplit(Of T) (catalog As DataOperationsCatalog, data As DataView(Of T), Optional testFraction As Double = 0.1, Optional stratificationColumn As Func(Of T, PipelineColumn) = null, Optional seed As Nullable(Of Integer) = null) As ValueTuple(Of DataView(Of T), DataView(Of T))" />

Просмотреть файл

@ -20,9 +20,10 @@
</Docs>
<Members>
<Member MemberName="FastTree">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; FastTree (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.FastTree.FastTreeBinaryTrainer.Options options, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) FastTree (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.FastTree.FastTreeBinaryTrainer.Options options, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; FastTree(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.FastTree.FastTreeBinaryTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Calibrators.CalibratedModelParametersBase`2&lt;class Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters, class Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.FastTree.FastTreeBinaryTrainer.Options,System.Action{Microsoft.ML.Calibrators.CalibratedModelParametersBase{Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FastTree (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), weights As Scalar(Of Single), options As FastTreeBinaryTrainer.Options, Optional onFit As Action(Of CalibratedModelParametersBase(Of FastTreeBinaryModelParameters, PlattCalibrator)) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />
<MemberSignature Language="F#" Value="static member FastTree : Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers * Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.FastTree.FastTreeBinaryTrainer.Options * Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters, Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; -&gt; ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;single&gt;, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt;" Usage="Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -71,9 +72,10 @@
</Docs>
</Member>
<Member MemberName="FastTree">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; FastTree (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.FastTree.FastTreeRegressionTrainer.Options options, Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; FastTree (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.FastTree.FastTreeRegressionTrainer.Options options, Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; FastTree(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.FastTree.FastTreeRegressionTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.FastTree.FastTreeRegressionTrainer.Options,System.Action{Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FastTree (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), features As Vector(Of Single), weights As Scalar(Of Single), options As FastTreeRegressionTrainer.Options, Optional onFit As Action(Of FastTreeRegressionModelParameters) = null) As Scalar(Of Single)" />
<MemberSignature Language="F#" Value="static member FastTree : Microsoft.ML.RegressionCatalog.RegressionTrainers * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.FastTree.FastTreeRegressionTrainer.Options * Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters&gt; -&gt; Microsoft.ML.StaticPipe.Scalar&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree (catalog, label, features, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -116,7 +118,7 @@
</Docs>
</Member>
<Member MemberName="FastTree">
<MemberSignature Language="C#" Value="public static ValueTuple&lt;Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;&gt; FastTree (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, int numberOfLeaves = 20, int numberOfTrees = 100, int minimumExampleCountPerLeaf = 10, double learningRate = 0.2, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static (Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;float&gt;,Microsoft.ML.StaticPipe.Scalar&lt;bool&gt;) FastTree (this Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;bool&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, int numberOfLeaves = 20, int numberOfTrees = 100, int minimumExampleCountPerLeaf = 10, double learningRate = 0.2, Action&lt;Microsoft.ML.Calibrators.CalibratedModelParametersBase&lt;Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig valuetype System.ValueTuple`3&lt;class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt;, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt;&gt; FastTree(class Microsoft.ML.BinaryClassificationCatalog/BinaryClassificationTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;bool&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, int32 numberOfLeaves, int32 numberOfTrees, int32 minimumExampleCountPerLeaf, float64 learningRate, class System.Action`1&lt;class Microsoft.ML.Calibrators.CalibratedModelParametersBase`2&lt;class Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters, class Microsoft.ML.Calibrators.PlattCalibrator&gt;&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.StaticPipe.Scalar{System.Boolean},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Int32,System.Int32,System.Int32,System.Double,System.Action{Microsoft.ML.Calibrators.CalibratedModelParametersBase{Microsoft.ML.Trainers.FastTree.FastTreeBinaryModelParameters,Microsoft.ML.Calibrators.PlattCalibrator}})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FastTree (catalog As BinaryClassificationCatalog.BinaryClassificationTrainers, label As Scalar(Of Boolean), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional numberOfLeaves As Integer = 20, Optional numberOfTrees As Integer = 100, Optional minimumExampleCountPerLeaf As Integer = 10, Optional learningRate As Double = 0.2, Optional onFit As Action(Of CalibratedModelParametersBase(Of FastTreeBinaryModelParameters, PlattCalibrator)) = null) As ValueTuple(Of Scalar(Of Single), Scalar(Of Single), Scalar(Of Boolean))" />
@ -150,8 +152,8 @@
<param name="label">The label column.</param>
<param name="features">The features column.</param>
<param name="weights">The optional weights column.</param>
<param name="numberOfLeaves">The maximum number of leaves per decision tree.</param>
<param name="numberOfTrees">Total number of decision trees to create in the ensemble.</param>
<param name="numberOfLeaves">The maximum number of leaves per decision tree.</param>
<param name="minimumExampleCountPerLeaf">The minimal number of data points allowed in a leaf of the tree, out of the subsampled data.</param>
<param name="learningRate">The learning rate.</param>
<param name="onFit">A delegate that is called every time the
@ -174,7 +176,7 @@
</Docs>
</Member>
<Member MemberName="FastTree">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; FastTree (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, int numberOfLeaves = 20, int numberOfTrees = 100, int minimumExampleCountPerLeaf = 10, double learningRate = 0.2, Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; FastTree (this Microsoft.ML.RegressionCatalog.RegressionTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, int numberOfLeaves = 20, int numberOfTrees = 100, int minimumExampleCountPerLeaf = 10, double learningRate = 0.2, Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; FastTree(class Microsoft.ML.RegressionCatalog/RegressionTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, int32 numberOfLeaves, int32 numberOfTrees, int32 minimumExampleCountPerLeaf, float64 learningRate, class System.Action`1&lt;class Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Int32,System.Int32,System.Int32,System.Double,System.Action{Microsoft.ML.Trainers.FastTree.FastTreeRegressionModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FastTree (catalog As RegressionCatalog.RegressionTrainers, label As Scalar(Of Single), features As Vector(Of Single), Optional weights As Scalar(Of Single) = null, Optional numberOfLeaves As Integer = 20, Optional numberOfTrees As Integer = 100, Optional minimumExampleCountPerLeaf As Integer = 10, Optional learningRate As Double = 0.2, Optional onFit As Action(Of FastTreeRegressionModelParameters) = null) As Scalar(Of Single)" />
@ -203,8 +205,8 @@
<param name="label">The label column.</param>
<param name="features">The features column.</param>
<param name="weights">The optional weights column.</param>
<param name="numberOfLeaves">The maximum number of leaves per decision tree.</param>
<param name="numberOfTrees">Total number of decision trees to create in the ensemble.</param>
<param name="numberOfLeaves">The maximum number of leaves per decision tree.</param>
<param name="minimumExampleCountPerLeaf">The minimal number of data points allowed in a leaf of a regression tree, out of the subsampled data.</param>
<param name="learningRate">The learning rate.</param>
<param name="onFit">A delegate that is called every time the
@ -226,9 +228,10 @@
</Docs>
</Member>
<Member MemberName="FastTree&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; FastTree&lt;TVal&gt; (this Microsoft.ML.RankingCatalog.RankingTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; groupId, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.FastTree.FastTreeRankingTrainer.Options options, Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; FastTree&lt;TVal&gt; (this Microsoft.ML.RankingCatalog.RankingTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; groupId, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights, Microsoft.ML.Trainers.FastTree.FastTreeRankingTrainer.Options options, Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; FastTree&lt;TVal&gt;(class Microsoft.ML.RankingCatalog/RankingTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; groupId, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, class Microsoft.ML.Trainers.FastTree.FastTreeRankingTrainer/Options options, class System.Action`1&lt;class Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree``1(Microsoft.ML.RankingCatalog.RankingTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.Trainers.FastTree.FastTreeRankingTrainer.Options,System.Action{Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FastTree(Of TVal) (catalog As RankingCatalog.RankingTrainers, label As Scalar(Of Single), features As Vector(Of Single), groupId As Key(Of UInteger, TVal), weights As Scalar(Of Single), options As FastTreeRankingTrainer.Options, Optional onFit As Action(Of FastTreeRankingModelParameters) = null) As Scalar(Of Single)" />
<MemberSignature Language="F#" Value="static member FastTree : Microsoft.ML.RankingCatalog.RankingTrainers * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.StaticPipe.Vector&lt;single&gt; * Microsoft.ML.StaticPipe.Key&lt;uint32, 'Val&gt; * Microsoft.ML.StaticPipe.Scalar&lt;single&gt; * Microsoft.ML.Trainers.FastTree.FastTreeRankingTrainer.Options * Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters&gt; -&gt; Microsoft.ML.StaticPipe.Scalar&lt;single&gt;" Usage="Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree (catalog, label, features, groupId, weights, options, onFit)" />
<MemberType>Method</MemberType>
<AssemblyInfo>
@ -272,7 +275,7 @@
</Docs>
</Member>
<Member MemberName="FastTree&lt;TVal&gt;">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; FastTree&lt;TVal&gt; (this Microsoft.ML.RankingCatalog.RankingTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; groupId, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = null, int numberOfLeaves = 20, int numberOfTrees = 100, int minimumExampleCountPerLeaf = 10, double learningRate = 0.2, Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters&gt; onFit = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.Scalar&lt;float&gt; FastTree&lt;TVal&gt; (this Microsoft.ML.RankingCatalog.RankingTrainers catalog, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; label, Microsoft.ML.StaticPipe.Vector&lt;float&gt; features, Microsoft.ML.StaticPipe.Key&lt;uint,TVal&gt; groupId, Microsoft.ML.StaticPipe.Scalar&lt;float&gt; weights = default, int numberOfLeaves = 20, int numberOfTrees = 100, int minimumExampleCountPerLeaf = 10, double learningRate = 0.2, Action&lt;Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters&gt; onFit = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; FastTree&lt;TVal&gt;(class Microsoft.ML.RankingCatalog/RankingTrainers catalog, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; label, class Microsoft.ML.StaticPipe.Vector`1&lt;float32&gt; features, class Microsoft.ML.StaticPipe.Key`2&lt;unsigned int32, !!TVal&gt; groupId, class Microsoft.ML.StaticPipe.Scalar`1&lt;float32&gt; weights, int32 numberOfLeaves, int32 numberOfTrees, int32 minimumExampleCountPerLeaf, float64 learningRate, class System.Action`1&lt;class Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters&gt; onFit) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.TreeRegressionExtensions.FastTree``1(Microsoft.ML.RankingCatalog.RankingTrainers,Microsoft.ML.StaticPipe.Scalar{System.Single},Microsoft.ML.StaticPipe.Vector{System.Single},Microsoft.ML.StaticPipe.Key{System.UInt32,``0},Microsoft.ML.StaticPipe.Scalar{System.Single},System.Int32,System.Int32,System.Int32,System.Double,System.Action{Microsoft.ML.Trainers.FastTree.FastTreeRankingModelParameters})" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function FastTree(Of TVal) (catalog As RankingCatalog.RankingTrainers, label As Scalar(Of Single), features As Vector(Of Single), groupId As Key(Of UInteger, TVal), Optional weights As Scalar(Of Single) = null, Optional numberOfLeaves As Integer = 20, Optional numberOfTrees As Integer = 100, Optional minimumExampleCountPerLeaf As Integer = 10, Optional learningRate As Double = 0.2, Optional onFit As Action(Of FastTreeRankingModelParameters) = null) As Scalar(Of Single)" />
@ -307,8 +310,8 @@
<param name="features">The features column.</param>
<param name="groupId">The groupId column.</param>
<param name="weights">The optional weights column.</param>
<param name="numberOfLeaves">The maximum number of leaves per decision tree.</param>
<param name="numberOfTrees">Total number of decision trees to create in the ensemble.</param>
<param name="numberOfLeaves">The maximum number of leaves per decision tree.</param>
<param name="minimumExampleCountPerLeaf">The minimal number of data points allowed in a leaf of a regression tree, out of the subsampled data.</param>
<param name="learningRate">The learning rate.</param>
<param name="onFit">A delegate that is called every time the

Просмотреть файл

@ -30,6 +30,7 @@
<MemberSignature Language="C#" Value="protected VarKey (Microsoft.ML.StaticPipe.Reconciler reconciler, params Microsoft.ML.StaticPipe.PipelineColumn[] dependencies);" />
<MemberSignature Language="ILAsm" Value=".method familyhidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.Reconciler reconciler, class Microsoft.ML.StaticPipe.PipelineColumn[] dependencies) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.VarKey`1.#ctor(Microsoft.ML.StaticPipe.Reconciler,Microsoft.ML.StaticPipe.PipelineColumn[])" />
<MemberSignature Language="VB.NET" Value="Protected Sub New (reconciler As Reconciler, ParamArray dependencies As PipelineColumn())" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.VarKey&lt;'T&gt; : Microsoft.ML.StaticPipe.Reconciler * Microsoft.ML.StaticPipe.PipelineColumn[] -&gt; Microsoft.ML.StaticPipe.VarKey&lt;'T&gt;" Usage="new Microsoft.ML.StaticPipe.VarKey&lt;'T&gt; (reconciler, dependencies)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -27,6 +27,7 @@
<MemberSignature Language="C#" Value="protected VarVector (Microsoft.ML.StaticPipe.Reconciler reconciler, params Microsoft.ML.StaticPipe.PipelineColumn[] dependencies);" />
<MemberSignature Language="ILAsm" Value=".method familyhidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.Reconciler reconciler, class Microsoft.ML.StaticPipe.PipelineColumn[] dependencies) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.VarVector`1.#ctor(Microsoft.ML.StaticPipe.Reconciler,Microsoft.ML.StaticPipe.PipelineColumn[])" />
<MemberSignature Language="VB.NET" Value="Protected Sub New (reconciler As Reconciler, ParamArray dependencies As PipelineColumn())" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.VarVector&lt;'T&gt; : Microsoft.ML.StaticPipe.Reconciler * Microsoft.ML.StaticPipe.PipelineColumn[] -&gt; Microsoft.ML.StaticPipe.VarVector&lt;'T&gt;" Usage="new Microsoft.ML.StaticPipe.VarVector&lt;'T&gt; (reconciler, dependencies)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -27,6 +27,7 @@
<MemberSignature Language="C#" Value="protected Vector (Microsoft.ML.StaticPipe.Reconciler reconciler, params Microsoft.ML.StaticPipe.PipelineColumn[] dependencies);" />
<MemberSignature Language="ILAsm" Value=".method familyhidebysig specialname rtspecialname instance void .ctor(class Microsoft.ML.StaticPipe.Reconciler reconciler, class Microsoft.ML.StaticPipe.PipelineColumn[] dependencies) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.Vector`1.#ctor(Microsoft.ML.StaticPipe.Reconciler,Microsoft.ML.StaticPipe.PipelineColumn[])" />
<MemberSignature Language="VB.NET" Value="Protected Sub New (reconciler As Reconciler, ParamArray dependencies As PipelineColumn())" />
<MemberSignature Language="F#" Value="new Microsoft.ML.StaticPipe.Vector&lt;'T&gt; : Microsoft.ML.StaticPipe.Reconciler * Microsoft.ML.StaticPipe.PipelineColumn[] -&gt; Microsoft.ML.StaticPipe.Vector&lt;'T&gt;" Usage="new Microsoft.ML.StaticPipe.Vector&lt;'T&gt; (reconciler, dependencies)" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>

Просмотреть файл

@ -20,7 +20,7 @@
</Docs>
<Members>
<Member MemberName="TokenizeIntoWords">
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;string&gt; TokenizeIntoWords (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, char[] separators = null);" />
<MemberSignature Language="C#" Value="public static Microsoft.ML.StaticPipe.VarVector&lt;string&gt; TokenizeIntoWords (this Microsoft.ML.StaticPipe.Scalar&lt;string&gt; input, char[] separators = default);" />
<MemberSignature Language="ILAsm" Value=".method public static hidebysig class Microsoft.ML.StaticPipe.VarVector`1&lt;string&gt; TokenizeIntoWords(class Microsoft.ML.StaticPipe.Scalar`1&lt;string&gt; input, char[] separators) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.StaticPipe.WordTokenizerStaticExtensions.TokenizeIntoWords(Microsoft.ML.StaticPipe.Scalar{System.String},System.Char[])" />
<MemberSignature Language="VB.NET" Value="&lt;Extension()&gt;&#xA;Public Function TokenizeIntoWords (input As Scalar(Of String), Optional separators As Char() = null) As VarVector(Of String)" />

Просмотреть файл

@ -109,7 +109,7 @@
</Docs>
</Member>
<Member MemberName="Update">
<MemberSignature Language="C#" Value="public void Update (Microsoft.ML.IDataView dataView, string inputColumnName = null);" />
<MemberSignature Language="C#" Value="public void Update (Microsoft.ML.IDataView dataView, string inputColumnName = default);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig newslot virtual instance void Update(class Microsoft.ML.IDataView dataView, string inputColumnName) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.TimeSeries.ICanForecast`1.Update(Microsoft.ML.IDataView,System.String)" />
<MemberSignature Language="VB.NET" Value="Public Sub Update (dataView As IDataView, Optional inputColumnName As String = null)" />

Просмотреть файл

@ -47,9 +47,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Option for using best regression step trees", ShortName="bsr")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Option for using best regression step trees", ShortName="bsr")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Boolean</ReturnType>
@ -209,7 +212,7 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="The learning rate", ShortName="lr", SortOrder=4)</AttributeName>
</Attribute>
<Attribute>
@ -218,6 +221,9 @@
<Attribute>
<AttributeName>Microsoft.ML.Internal.Internallearn.TGUI(Label="Learning Rate", SuggestedSweeps="0.025-0.4;log")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="The learning rate", ShortName="lr", SortOrder=4)</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Double</ReturnType>
@ -241,9 +247,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Number of post-bracket line search steps", ShortName="lssteps")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Number of post-bracket line search steps", ShortName="lssteps")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Int32</ReturnType>
@ -293,9 +302,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Minimum line search step size", ShortName="minstep")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Minimum line search step size", ShortName="minstep")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Double</ReturnType>
@ -319,9 +331,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Optimization algorithm to be used (GradientDescent, AcceleratedGradientDescent)", ShortName="oa")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Optimization algorithm to be used (GradientDescent, AcceleratedGradientDescent)", ShortName="oa")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>Microsoft.ML.Trainers.FastTree.BoostedTreeOptions+OptimizationAlgorithmType</ReturnType>
@ -403,12 +418,15 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Training starts from random ordering (determined by /r1)", Hide=true, ShortName="rs")</AttributeName>
</Attribute>
<Attribute>
<AttributeName>Microsoft.ML.Internal.Internallearn.TGUI(NotGui=true)</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Training starts from random ordering (determined by /r1)", Hide=true, ShortName="rs")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Boolean</ReturnType>
@ -464,9 +482,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Should we use line search for a step size", ShortName="ls")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Should we use line search for a step size", ShortName="ls")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Boolean</ReturnType>
@ -490,9 +511,12 @@
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Attributes>
<Attribute>
<Attribute FrameworkAlternate="ml-dotnet-1.0.0;ml-dotnet-1.1.0;ml-dotnet-1.2.0;ml-dotnet-1.3.1;ml-dotnet-1.4.0">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurenceWins, HelpText="Use window and tolerance for pruning", ShortName="prtol")</AttributeName>
</Attribute>
<Attribute FrameworkAlternate="ml-dotnet">
<AttributeName>Microsoft.ML.CommandLine.Argument(Microsoft.ML.CommandLine.ArgumentType.LastOccurrenceWins, HelpText="Use window and tolerance for pruning", ShortName="prtol")</AttributeName>
</Attribute>
</Attributes>
<ReturnValue>
<ReturnType>System.Boolean</ReturnType>

Некоторые файлы не были показаны из-за слишком большого количества измененных файлов Показать больше