Rename Microsoft.ML.StandardLearners (#2792)

* Rename Microsoft.ML.StandardLearners to Microsoft.ML.StandardTrainers. * revert broken links.
dotnet · Mar 11, 2019 · 005fe05 · 005fe05
1 parent 97c067c
commit 005fe05
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Showing 64 changed files with 31 additions and 24 deletions.
diff --git a/Microsoft.ML.sln b/Microsoft.ML.sln
@@ -19,7 +19,7 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.Data", "src\Mi
 EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.OnnxConverter", "src\Microsoft.ML.OnnxConverter\Microsoft.ML.OnnxConverter.csproj", "{65D0603E-B96C-4DFC-BDD1-705891B88C18}"
 EndProject
-Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.StandardLearners", "src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj", "{707BB22C-7E5F-497A-8C2F-74578F675705}"
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.StandardTrainers", "src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj", "{707BB22C-7E5F-497A-8C2F-74578F675705}"
 EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.Transforms", "src\Microsoft.ML.Transforms\Microsoft.ML.Transforms.csproj", "{2911A286-ECA4-4730-97A9-DA1FEE2DED97}"
 EndProject

diff --git a/docs/samples/Microsoft.ML.Samples/Microsoft.ML.Samples.csproj b/docs/samples/Microsoft.ML.Samples/Microsoft.ML.Samples.csproj
@@ -10,7 +10,7 @@
     <ProjectReference Include="..\..\..\src\Microsoft.ML.KMeansClustering\Microsoft.ML.KMeansClustering.csproj" />
     <ProjectReference Include="..\..\..\src\Microsoft.ML.LightGBM.StaticPipe\Microsoft.ML.LightGBM.StaticPipe.csproj" />
     <ProjectReference Include="..\..\..\src\Microsoft.ML.OnnxTransformer\Microsoft.ML.OnnxTransformer.csproj" />
-    <ProjectReference Include="..\..\..\src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\..\..\src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\..\..\src\Microsoft.ML.SamplesUtils\Microsoft.ML.SamplesUtils.csproj" />
     <ProjectReference Include="..\..\..\src\Microsoft.ML.FastTree\Microsoft.ML.FastTree.csproj" />
     <ProjectReference Include="..\..\..\src\Microsoft.ML.LightGBM\Microsoft.ML.LightGBM.csproj" />

diff --git a/src/Microsoft.ML.Console/Microsoft.ML.Console.csproj b/src/Microsoft.ML.Console/Microsoft.ML.Console.csproj
@@ -23,7 +23,7 @@
     <ProjectReference Include="..\Microsoft.ML.PCA\Microsoft.ML.PCA.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Recommender\Microsoft.ML.Recommender.csproj" />
     <ProjectReference Include="..\Microsoft.ML.ResultProcessor\Microsoft.ML.ResultProcessor.csproj" />
-    <ProjectReference Include="..\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Sweeper\Microsoft.ML.Sweeper.csproj" />
     <ProjectReference Include="..\Microsoft.ML.TensorFlow\Microsoft.ML.TensorFlow.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Transforms\Microsoft.ML.Transforms.csproj" />

diff --git a/src/Microsoft.ML.Core/Data/ModelLoading.cs b/src/Microsoft.ML.Core/Data/ModelLoading.cs
@@ -29,13 +29,20 @@ private string ForwardedLoaderAssemblyName
         {
             get
             {
-                switch (LoaderAssemblyName)
+                string[] nameDetails = LoaderAssemblyName.Split(',');
+                switch (nameDetails[0])
                 {
                     case "Microsoft.ML.HalLearners":
-                        return "Microsoft.ML.Mkl.Components";
+                        nameDetails[0] = "Microsoft.ML.Mkl.Components";
+                        break;
+                    case "Microsoft.ML.StandardLearners":
+                        nameDetails[0] = "Microsoft.ML.StandardTrainers";
+                        break;
                     default:
                         return LoaderAssemblyName;
                 }
+
+                return string.Join(",", nameDetails);
             }
         }
 

diff --git a/src/Microsoft.ML.Core/Properties/AssemblyInfo.cs b/src/Microsoft.ML.Core/Properties/AssemblyInfo.cs
@@ -34,7 +34,7 @@
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.Recommender" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.ImageAnalytics" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.Scoring" + PublicKey.Value)]
-[assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.StandardLearners" + PublicKey.Value)]
+[assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.StandardTrainers" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.Sweeper" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.TensorFlow" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.TimeSeries" + PublicKey.Value)]

diff --git a/src/Microsoft.ML.CpuMath/AssemblyInfo.cs b/src/Microsoft.ML.CpuMath/AssemblyInfo.cs
@@ -12,7 +12,7 @@
 [assembly: InternalsVisibleTo("Microsoft.ML.Mkl.Components" + PublicKey.Value)]
 [assembly: InternalsVisibleTo("Microsoft.ML.KMeansClustering" + PublicKey.Value)]
 [assembly: InternalsVisibleTo("Microsoft.ML.PCA" + PublicKey.Value)]
-[assembly: InternalsVisibleTo("Microsoft.ML.StandardLearners" + PublicKey.Value)]
+[assembly: InternalsVisibleTo("Microsoft.ML.StandardTrainers" + PublicKey.Value)]
 [assembly: InternalsVisibleTo("Microsoft.ML.Sweeper" + PublicKey.Value)]
 [assembly: InternalsVisibleTo("Microsoft.ML.TimeSeries" + PublicKey.Value)]
 [assembly: InternalsVisibleTo("Microsoft.ML.Transforms" + PublicKey.Value)]

diff --git a/src/Microsoft.ML.Data/Properties/AssemblyInfo.cs b/src/Microsoft.ML.Data/Properties/AssemblyInfo.cs
@@ -34,7 +34,7 @@
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.Recommender" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.ImageAnalytics" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.Scoring" + PublicKey.Value)]
-[assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.StandardLearners" + PublicKey.Value)]
+[assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.StandardTrainers" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.Sweeper" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.TensorFlow" + PublicKey.Value)]
 [assembly: InternalsVisibleTo(assemblyName: "Microsoft.ML.TimeSeries" + PublicKey.Value)]

diff --git a/src/Microsoft.ML.Ensemble/Microsoft.ML.Ensemble.csproj b/src/Microsoft.ML.Ensemble/Microsoft.ML.Ensemble.csproj
@@ -8,7 +8,7 @@
 
   <ItemGroup>
     <ProjectReference Include="..\Microsoft.ML.Data\Microsoft.ML.Data.csproj" />
-    <ProjectReference Include="..\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Transforms\Microsoft.ML.Transforms.csproj" />
   </ItemGroup>
 

diff --git a/src/Microsoft.ML.EntryPoints/Microsoft.ML.EntryPoints.csproj b/src/Microsoft.ML.EntryPoints/Microsoft.ML.EntryPoints.csproj
@@ -8,7 +8,7 @@
   <ItemGroup>
     <ProjectReference Include="..\Microsoft.ML.Core\Microsoft.ML.Core.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Data\Microsoft.ML.Data.csproj" />
-    <ProjectReference Include="..\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Transforms\Microsoft.ML.Transforms.csproj" />
   </ItemGroup>
 

diff --git a/src/Microsoft.ML.LightGBM/Microsoft.ML.LightGBM.csproj b/src/Microsoft.ML.LightGBM/Microsoft.ML.LightGBM.csproj
@@ -10,7 +10,7 @@
     <ProjectReference Include="..\Microsoft.ML.Core\Microsoft.ML.Core.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Data\Microsoft.ML.Data.csproj" />
     <ProjectReference Include="..\Microsoft.ML.FastTree\Microsoft.ML.FastTree.csproj" />
-    <ProjectReference Include="..\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
   </ItemGroup>
 
   <ItemGroup>

diff --git a/src/Microsoft.ML.Mkl.Components/Microsoft.ML.Mkl.Components.csproj b/src/Microsoft.ML.Mkl.Components/Microsoft.ML.Mkl.Components.csproj
@@ -9,7 +9,7 @@
   <ItemGroup>
     <ProjectReference Include="..\Microsoft.ML.Core\Microsoft.ML.Core.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Data\Microsoft.ML.Data.csproj" />
-    <ProjectReference Include="..\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
   </ItemGroup>
 
   <ItemGroup>

diff --git a/...osoft.ML.StandardLearners/AssemblyInfo.cs → ...osoft.ML.StandardTrainers/AssemblyInfo.cs b/...osoft.ML.StandardLearners/AssemblyInfo.cs → ...osoft.ML.StandardTrainers/AssemblyInfo.cs
diff --git a/...ionMachine/FactorizationMachineCatalog.cs → ...ionMachine/FactorizationMachineCatalog.cs b/...ionMachine/FactorizationMachineCatalog.cs → ...ionMachine/FactorizationMachineCatalog.cs
diff --git a/...nMachine/FactorizationMachineInterface.cs → ...nMachine/FactorizationMachineInterface.cs b/...nMachine/FactorizationMachineInterface.cs → ...nMachine/FactorizationMachineInterface.cs
diff --git a/...ionMachine/FactorizationMachineTrainer.cs → ...ionMachine/FactorizationMachineTrainer.cs b/...ionMachine/FactorizationMachineTrainer.cs → ...ionMachine/FactorizationMachineTrainer.cs
diff --git a/...areFactorizationMachineModelParameters.cs → ...areFactorizationMachineModelParameters.cs b/...areFactorizationMachineModelParameters.cs → ...areFactorizationMachineModelParameters.cs
diff --git a/...ne/FieldAwareFactorizationMachineUtils.cs → ...ne/FieldAwareFactorizationMachineUtils.cs b/...ne/FieldAwareFactorizationMachineUtils.cs → ...ne/FieldAwareFactorizationMachineUtils.cs
diff --git a/...dardLearners/FactorizationMachine/doc.xml → ...dardTrainers/FactorizationMachine/doc.xml b/...dardLearners/FactorizationMachine/doc.xml → ...dardTrainers/FactorizationMachine/doc.xml
diff --git a/...ners/Microsoft.ML.StandardLearners.csproj → ...ners/Microsoft.ML.StandardTrainers.csproj b/...ners/Microsoft.ML.StandardLearners.csproj → ...ners/Microsoft.ML.StandardTrainers.csproj
diff --git a/...rners/Optimizer/DifferentiableFunction.cs → ...iners/Optimizer/DifferentiableFunction.cs b/...rners/Optimizer/DifferentiableFunction.cs → ...iners/Optimizer/DifferentiableFunction.cs
diff --git a/...StandardLearners/Optimizer/L1Optimizer.cs → ...StandardTrainers/Optimizer/L1Optimizer.cs b/...StandardLearners/Optimizer/L1Optimizer.cs → ...StandardTrainers/Optimizer/L1Optimizer.cs
diff --git a/....StandardLearners/Optimizer/LineSearch.cs → ....StandardTrainers/Optimizer/LineSearch.cs b/....StandardLearners/Optimizer/LineSearch.cs → ....StandardTrainers/Optimizer/LineSearch.cs
diff --git a/...Learners/Optimizer/OptimizationMonitor.cs → ...Trainers/Optimizer/OptimizationMonitor.cs b/...Learners/Optimizer/OptimizationMonitor.cs → ...Trainers/Optimizer/OptimizationMonitor.cs
diff --git a/...L.StandardLearners/Optimizer/Optimizer.cs → ...L.StandardTrainers/Optimizer/Optimizer.cs b/...L.StandardLearners/Optimizer/Optimizer.cs → ...L.StandardTrainers/Optimizer/Optimizer.cs
diff --git a/...tandardLearners/Optimizer/SgdOptimizer.cs → ...tandardTrainers/Optimizer/SgdOptimizer.cs b/...tandardLearners/Optimizer/SgdOptimizer.cs → ...tandardTrainers/Optimizer/SgdOptimizer.cs
diff --git a/...andardLearners/Properties/AssemblyInfo.cs → ...andardTrainers/Properties/AssemblyInfo.cs b/...andardLearners/Properties/AssemblyInfo.cs → ...andardTrainers/Properties/AssemblyInfo.cs
diff --git a/...earners/Standard/LinearModelParameters.cs → ...rainers/Standard/LinearModelParameters.cs b/...earners/Standard/LinearModelParameters.cs → ...rainers/Standard/LinearModelParameters.cs
diff --git a/...Learners/Standard/LinearPredictorUtils.cs → ...Trainers/Standard/LinearPredictorUtils.cs b/...Learners/Standard/LinearPredictorUtils.cs → ...Trainers/Standard/LinearPredictorUtils.cs
diff --git a/.../LogisticRegression/LbfgsPredictorBase.cs → .../LogisticRegression/LbfgsPredictorBase.cs b/.../LogisticRegression/LbfgsPredictorBase.cs → .../LogisticRegression/LbfgsPredictorBase.cs
diff --git a/.../LogisticRegression/LogisticRegression.cs → .../LogisticRegression/LogisticRegression.cs b/.../LogisticRegression/LogisticRegression.cs → .../LogisticRegression/LogisticRegression.cs
diff --git a/...egression/MulticlassLogisticRegression.cs → ...egression/MulticlassLogisticRegression.cs b/...egression/MulticlassLogisticRegression.cs → ...egression/MulticlassLogisticRegression.cs
diff --git a/...rners/Standard/LogisticRegression/doc.xml → ...iners/Standard/LogisticRegression/doc.xml b/...rners/Standard/LogisticRegression/doc.xml → ...iners/Standard/LogisticRegression/doc.xml
diff --git a/...ndardLearners/Standard/ModelStatistics.cs → ...ndardTrainers/Standard/ModelStatistics.cs b/...ndardLearners/Standard/ModelStatistics.cs → ...ndardTrainers/Standard/ModelStatistics.cs
diff --git a/...ndard/MultiClass/MetaMulticlassTrainer.cs → ...ndard/MultiClass/MetaMulticlassTrainer.cs b/...ndard/MultiClass/MetaMulticlassTrainer.cs → ...ndard/MultiClass/MetaMulticlassTrainer.cs
diff --git a/...MultiClass/MultiClassNaiveBayesTrainer.cs → ...MultiClass/MultiClassNaiveBayesTrainer.cs b/...MultiClass/MultiClassNaiveBayesTrainer.cs → ...MultiClass/MultiClassNaiveBayesTrainer.cs
diff --git a/...tandard/MultiClass/OneVersusAllTrainer.cs → ...tandard/MultiClass/OneVersusAllTrainer.cs b/...tandard/MultiClass/OneVersusAllTrainer.cs → ...tandard/MultiClass/OneVersusAllTrainer.cs
diff --git a/...ard/MultiClass/PairwiseCouplingTrainer.cs → ...ard/MultiClass/PairwiseCouplingTrainer.cs b/...ard/MultiClass/PairwiseCouplingTrainer.cs → ...ard/MultiClass/PairwiseCouplingTrainer.cs
diff --git a/...ndardLearners/Standard/MultiClass/doc.xml → ...ndardTrainers/Standard/MultiClass/doc.xml b/...ndardLearners/Standard/MultiClass/doc.xml → ...ndardTrainers/Standard/MultiClass/doc.xml
diff --git a/...earners/Standard/Online/AveragedLinear.cs → ...rainers/Standard/Online/AveragedLinear.cs b/...earners/Standard/Online/AveragedLinear.cs → ...rainers/Standard/Online/AveragedLinear.cs
diff --git a/...ers/Standard/Online/AveragedPerceptron.cs → ...ers/Standard/Online/AveragedPerceptron.cs b/...ers/Standard/Online/AveragedPerceptron.cs → ...ers/Standard/Online/AveragedPerceptron.cs
diff --git a/...dardLearners/Standard/Online/LinearSvm.cs → ...dardTrainers/Standard/Online/LinearSvm.cs b/...dardLearners/Standard/Online/LinearSvm.cs → ...dardTrainers/Standard/Online/LinearSvm.cs
diff --git a/.../Standard/Online/OnlineGradientDescent.cs → .../Standard/Online/OnlineGradientDescent.cs b/.../Standard/Online/OnlineGradientDescent.cs → .../Standard/Online/OnlineGradientDescent.cs
diff --git a/...dLearners/Standard/Online/OnlineLinear.cs → ...dTrainers/Standard/Online/OnlineLinear.cs b/...dLearners/Standard/Online/OnlineLinear.cs → ...dTrainers/Standard/Online/OnlineLinear.cs
diff --git a/....StandardLearners/Standard/Online/doc.xml → ....StandardTrainers/Standard/Online/doc.xml b/....StandardLearners/Standard/Online/doc.xml → ....StandardTrainers/Standard/Online/doc.xml
diff --git a/...rd/PoissonRegression/PoissonRegression.cs → ...rd/PoissonRegression/PoissonRegression.cs b/...rd/PoissonRegression/PoissonRegression.cs → ...rd/PoissonRegression/PoissonRegression.cs
diff --git a/...arners/Standard/PoissonRegression/doc.xml → ...ainers/Standard/PoissonRegression/doc.xml b/...arners/Standard/PoissonRegression/doc.xml → ...ainers/Standard/PoissonRegression/doc.xml
diff --git a/...L.StandardLearners/Standard/SdcaBinary.cs → ...L.StandardTrainers/Standard/SdcaBinary.cs b/...L.StandardLearners/Standard/SdcaBinary.cs → ...L.StandardTrainers/Standard/SdcaBinary.cs
diff --git a/...andardLearners/Standard/SdcaMultiClass.cs → ...andardTrainers/Standard/SdcaMultiClass.cs b/...andardLearners/Standard/SdcaMultiClass.cs → ...andardTrainers/Standard/SdcaMultiClass.cs
diff --git a/...andardLearners/Standard/SdcaRegression.cs → ...andardTrainers/Standard/SdcaRegression.cs b/...andardLearners/Standard/SdcaRegression.cs → ...andardTrainers/Standard/SdcaRegression.cs
diff --git a/...earners/Standard/Simple/SimpleTrainers.cs → ...rainers/Standard/Simple/SimpleTrainers.cs b/...earners/Standard/Simple/SimpleTrainers.cs → ...rainers/Standard/Simple/SimpleTrainers.cs
diff --git a/...earners/Standard/StochasticTrainerBase.cs → ...rainers/Standard/StochasticTrainerBase.cs b/...earners/Standard/StochasticTrainerBase.cs → ...rainers/Standard/StochasticTrainerBase.cs
diff --git a/...soft.ML.StandardLearners/Standard/doc.xml → ...soft.ML.StandardTrainers/Standard/doc.xml b/...soft.ML.StandardLearners/Standard/doc.xml → ...soft.ML.StandardTrainers/Standard/doc.xml
diff --git a/...andardLearners/StandardLearnersCatalog.cs → ...andardTrainers/StandardTrainersCatalog.cs b/...andardLearners/StandardLearnersCatalog.cs → ...andardTrainers/StandardTrainersCatalog.cs
@@ -14,7 +14,7 @@ namespace Microsoft.ML
     /// <summary>
     /// TrainerEstimator extension methods.
     /// </summary>
-    public static class StandardLearnersCatalog
+    public static class StandardTrainersCatalog
     {
         /// <summary>
         /// Predict a target using a linear classification model trained with <see cref="SgdBinaryTrainer"/>.

diff --git a/src/Microsoft.ML.StaticPipe/Microsoft.ML.StaticPipe.csproj b/src/Microsoft.ML.StaticPipe/Microsoft.ML.StaticPipe.csproj
@@ -11,7 +11,7 @@
     <ProjectReference Include="..\Microsoft.ML.KMeansClustering\Microsoft.ML.KMeansClustering.csproj" />
     <ProjectReference Include="..\Microsoft.ML.PCA\Microsoft.ML.PCA.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Recommender\Microsoft.ML.Recommender.csproj" />
-    <ProjectReference Include="..\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\Microsoft.ML.Transforms\Microsoft.ML.Transforms.csproj" />
   </ItemGroup>
 

diff --git a/src/Microsoft.ML.Transforms/LearnerFeatureSelection.cs b/src/Microsoft.ML.Transforms/LearnerFeatureSelection.cs
@@ -41,7 +41,7 @@ public sealed class Options
             [Argument(ArgumentType.Multiple, HelpText = "Filter", ShortName = "f", SortOrder = 1, SignatureType = typeof(SignatureFeatureScorerTrainer))]
             public IComponentFactory<ITrainer<IPredictorWithFeatureWeights<Single>>> Filter =
                 ComponentFactoryUtils.CreateFromFunction(env =>
-                    // ML.Transforms doesn't have a direct reference to ML.StandardLearners, so use ComponentCatalog to create the Filter
+                    // ML.Transforms doesn't have a direct reference to ML.StandardTrainers, so use ComponentCatalog to create the Filter
                     ComponentCatalog.CreateInstance<ITrainer<IPredictorWithFeatureWeights<Single>>>(env, typeof(SignatureFeatureScorerTrainer), "SDCA", options: null));
 
             [Argument(ArgumentType.LastOccurenceWins, HelpText = "Column to use for features", ShortName = "feat,col", SortOrder = 3, Purpose = SpecialPurpose.ColumnName)]

diff --git a/test/Microsoft.ML.Benchmarks/Microsoft.ML.Benchmarks.csproj b/test/Microsoft.ML.Benchmarks/Microsoft.ML.Benchmarks.csproj
@@ -17,7 +17,7 @@
     <ProjectReference Include="..\..\src\Microsoft.ML.Core\Microsoft.ML.Core.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.LightGBM\Microsoft.ML.LightGBM.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.KMeansClustering\Microsoft.ML.KMeansClustering.csproj" />
-    <ProjectReference Include="..\..\src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\..\src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\..\test\Microsoft.ML.TestFramework\Microsoft.ML.TestFramework.csproj" />
   </ItemGroup>
   <ItemGroup>

diff --git a/test/Microsoft.ML.Core.Tests/Microsoft.ML.Core.Tests.csproj b/test/Microsoft.ML.Core.Tests/Microsoft.ML.Core.Tests.csproj
@@ -15,7 +15,7 @@
     <ProjectReference Include="..\..\src\Microsoft.ML.OnnxConverter\Microsoft.ML.OnnxConverter.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.Parquet\Microsoft.ML.Parquet.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.PCA\Microsoft.ML.PCA.csproj" />
-    <ProjectReference Include="..\..\src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\..\src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.TensorFlow\Microsoft.ML.TensorFlow.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.TimeSeries\Microsoft.ML.TimeSeries.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.Transforms\Microsoft.ML.Transforms.csproj" />

diff --git a/test/Microsoft.ML.FSharp.Tests/SmokeTests.fs b/test/Microsoft.ML.FSharp.Tests/SmokeTests.fs
@@ -33,7 +33,7 @@
 #r @"../../bin/AnyCPU.Debug/Microsoft.ML.FSharp.Tests/net461/Microsoft.ML.Api.dll" 
 #r @"../../bin/AnyCPU.Debug/Microsoft.ML.FSharp.Tests/net461/Microsoft.ML.Sweeper.dll" 
 #r @"../../bin/AnyCPU.Debug/Microsoft.ML.FSharp.Tests/net461/Microsoft.ML.dll" 
-#r @"../../bin/AnyCPU.Debug/Microsoft.ML.FSharp.Tests/net461/Microsoft.ML.StandardLearners.dll" 
+#r @"../../bin/AnyCPU.Debug/Microsoft.ML.FSharp.Tests/net461/Microsoft.ML.StandardTrainers.dll" 
 #r @"../../bin/AnyCPU.Debug/Microsoft.ML.FSharp.Tests/net461/Microsoft.ML.PipelineInference.dll" 
 #r @"../../bin/AnyCPU.Debug/Microsoft.ML.FSharp.Tests/net461/xunit.core.dll" 
 #r @"../../bin/AnyCPU.Debug/Microsoft.ML.FSharp.Tests/net461/xunit.assert.dll" 

diff --git a/test/Microsoft.ML.Functional.Tests/Microsoft.ML.Functional.Tests.csproj b/test/Microsoft.ML.Functional.Tests/Microsoft.ML.Functional.Tests.csproj
@@ -20,7 +20,7 @@
     <ProjectReference Include="..\..\src\Microsoft.ML.PCA\Microsoft.ML.PCA.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.KMeansClustering\Microsoft.ML.KMeansClustering.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.Recommender\Microsoft.ML.Recommender.csproj" />
-    <ProjectReference Include="..\..\src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\..\src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.OnnxConverter\Microsoft.ML.OnnxConverter.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.StaticPipe\Microsoft.ML.StaticPipe.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.TensorFlow.StaticPipe\Microsoft.ML.TensorFlow.StaticPipe.csproj" />

diff --git a/test/Microsoft.ML.Predictor.Tests/Microsoft.ML.Predictor.Tests.csproj b/test/Microsoft.ML.Predictor.Tests/Microsoft.ML.Predictor.Tests.csproj
@@ -10,7 +10,7 @@
     <ProjectReference Include="..\..\src\Microsoft.ML.KMeansClustering\Microsoft.ML.KMeansClustering.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.LightGBM\Microsoft.ML.LightGBM.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.PCA\Microsoft.ML.PCA.csproj" />
-    <ProjectReference Include="..\..\src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\..\src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.Transforms\Microsoft.ML.Transforms.csproj" />
     <ProjectReference Include="..\Microsoft.ML.TestFramework\Microsoft.ML.TestFramework.csproj" />
   </ItemGroup>

diff --git a/test/Microsoft.ML.StaticPipelineTesting/Microsoft.ML.StaticPipelineTesting.csproj b/test/Microsoft.ML.StaticPipelineTesting/Microsoft.ML.StaticPipelineTesting.csproj
@@ -10,7 +10,7 @@
     <ProjectReference Include="..\..\src\Microsoft.ML.LightGBM.StaticPipe\Microsoft.ML.LightGBM.StaticPipe.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.LightGBM\Microsoft.ML.LightGBM.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.SamplesUtils\Microsoft.ML.SamplesUtils.csproj" />
-    <ProjectReference Include="..\..\src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\..\src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.StaticPipe\Microsoft.ML.StaticPipe.csproj" />
     <ProjectReference Include="..\Microsoft.ML.TestFramework\Microsoft.ML.TestFramework.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.PCA\Microsoft.ML.PCA.csproj" />

diff --git a/test/Microsoft.ML.TestFramework/EnvironmentExtensions.cs b/test/Microsoft.ML.TestFramework/EnvironmentExtensions.cs
@@ -18,7 +18,7 @@ public static TEnvironment AddStandardComponents<TEnvironment>(this TEnvironment
             where TEnvironment : IHostEnvironment
         {
             env.ComponentCatalog.RegisterAssembly(typeof(TextLoader).Assembly); // ML.Data
-            env.ComponentCatalog.RegisterAssembly(typeof(LinearModelParameters).Assembly); // ML.StandardLearners
+            env.ComponentCatalog.RegisterAssembly(typeof(LinearModelParameters).Assembly); // ML.StandardTrainers
             env.ComponentCatalog.RegisterAssembly(typeof(OneHotEncodingTransformer).Assembly); // ML.Transforms
             env.ComponentCatalog.RegisterAssembly(typeof(FastTreeBinaryModelParameters).Assembly); // ML.FastTree
             env.ComponentCatalog.RegisterAssembly(typeof(EnsembleModelParameters).Assembly); // ML.Ensemble

diff --git a/test/Microsoft.ML.TestFramework/Microsoft.ML.TestFramework.csproj b/test/Microsoft.ML.TestFramework/Microsoft.ML.TestFramework.csproj
@@ -11,7 +11,7 @@
     <ProjectReference Include="..\..\src\Microsoft.ML.PCA\Microsoft.ML.PCA.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.Recommender\Microsoft.ML.Recommender.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.ResultProcessor\Microsoft.ML.ResultProcessor.csproj" />
-    <ProjectReference Include="..\..\src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\..\src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\RemoteExecutorConsoleApp\RemoteExecutorConsoleApp.csproj" />
   </ItemGroup>
 

diff --git a/test/Microsoft.ML.Tests/Microsoft.ML.Tests.csproj b/test/Microsoft.ML.Tests/Microsoft.ML.Tests.csproj
@@ -19,7 +19,7 @@
     <ProjectReference Include="..\..\src\Microsoft.ML.PCA\Microsoft.ML.PCA.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.KMeansClustering\Microsoft.ML.KMeansClustering.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.Recommender\Microsoft.ML.Recommender.csproj" />
-    <ProjectReference Include="..\..\src\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
+    <ProjectReference Include="..\..\src\Microsoft.ML.StandardTrainers\Microsoft.ML.StandardTrainers.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.OnnxConverter\Microsoft.ML.OnnxConverter.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.StaticPipe\Microsoft.ML.StaticPipe.csproj" />
     <ProjectReference Include="..\..\src\Microsoft.ML.TensorFlow.StaticPipe\Microsoft.ML.TensorFlow.StaticPipe.csproj" />