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sfilipisfilipi
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moving Ols to a separate project
1 parent dcc8ae8 commit 9b7eab3

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12 files changed

+68
-280
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12 files changed

+68
-280
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‎Microsoft.ML.sln‎

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@@ -97,6 +97,8 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.CodeAnalyzer",
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EndProject
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Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.CodeAnalyzer.Tests", "test\Microsoft.ML.CodeAnalyzer.Tests\Microsoft.ML.CodeAnalyzer.Tests.csproj", "{3E4ABF07-7970-4BE6-B45B-A13D3C397545}"
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EndProject
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Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.AdditionalLearners", "src\Microsoft.ML.AdditionalLearners\Microsoft.ML.AdditionalLearners.csproj", "{A5C185B3-514F-4594-B5DE-73A65EB47792}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution
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Debug|Any CPU = Debug|Any CPU
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{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Release|Any CPU.Build.0 = Release|Any CPU
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{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Release-Intrinsics|Any CPU.ActiveCfg = Release|Any CPU
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{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Release-Intrinsics|Any CPU.Build.0 = Release|Any CPU
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{A5C185B3-514F-4594-B5DE-73A65EB47792}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{A5C185B3-514F-4594-B5DE-73A65EB47792}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{A5C185B3-514F-4594-B5DE-73A65EB47792}.Debug-Intrinsics|Any CPU.ActiveCfg = Debug|Any CPU
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{A5C185B3-514F-4594-B5DE-73A65EB47792}.Debug-Intrinsics|Any CPU.Build.0 = Debug|Any CPU
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{A5C185B3-514F-4594-B5DE-73A65EB47792}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{A5C185B3-514F-4594-B5DE-73A65EB47792}.Release|Any CPU.Build.0 = Release|Any CPU
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{A5C185B3-514F-4594-B5DE-73A65EB47792}.Release-Intrinsics|Any CPU.ActiveCfg = Release|Any CPU
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{A5C185B3-514F-4594-B5DE-73A65EB47792}.Release-Intrinsics|Any CPU.Build.0 = Release|Any CPU
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EndGlobalSection
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GlobalSection(SolutionProperties) = preSolution
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HideSolutionNode = FALSE
@@ -367,6 +377,7 @@ Global
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{BF66A305-DF10-47E4-8D81-42049B149D2B} = {D3D38B03-B557-484D-8348-8BADEE4DF592}
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{B4E55B2D-2A92-46E7-B72F-E76D6FD83440} = {7F13E156-3EBA-4021-84A5-CD56BA72F99E}
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{3E4ABF07-7970-4BE6-B45B-A13D3C397545} = {AED9C836-31E3-4F3F-8ABC-929555D3F3C4}
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{A5C185B3-514F-4594-B5DE-73A65EB47792} = {09EADF06-BE25-4228-AB53-95AE3E15B530}
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EndGlobalSection
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GlobalSection(ExtensibilityGlobals) = postSolution
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SolutionGuid = {41165AF1-35BB-4832-A189-73060F82B01D}

‎src/Microsoft.ML.AdditionalLearners/Microsoft.ML.AdditionalLearners.csproj‎

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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<TargetFramework>netstandard2.0</TargetFramework>
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<IncludeInPackage>Microsoft.ML.AdditionalLearners</IncludeInPackage>
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<AllowUnsafeBlocks>true</AllowUnsafeBlocks>
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</PropertyGroup>
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<ItemGroup>
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<ProjectReference Include="..\Microsoft.ML.Core\Microsoft.ML.Core.csproj" />
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<ProjectReference Include="..\Microsoft.ML.Data\Microsoft.ML.Data.csproj" />
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<ProjectReference Include="..\Microsoft.ML.StandardLearners\Microsoft.ML.StandardLearners.csproj" />
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<ProjectReference Include="..\Microsoft.ML\Microsoft.ML.csproj" />
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<PackageReference Include="MlNetMklDeps" Version="$(MlNetMklDepsPackageVersion)" />
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</ItemGroup>
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</Project>

‎src/Microsoft.ML.StandardLearners/Standard/OlsLinearRegression.cs‎ renamed to ‎src/Microsoft.ML.AdditionalLearners/OlsLinearRegression.cs‎

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using System;
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using System.Collections.Generic;
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using System.IO;
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using Microsoft.ML.Runtime.Internal.Internallearn;
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using Microsoft.ML.Runtime;
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using Microsoft.ML.Runtime.AdditionalLearners;
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using Microsoft.ML.Runtime.Internal.Internallearn;
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using Microsoft.ML.Runtime.Internal.Utilities;
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using Microsoft.ML.Runtime.CommandLine;
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using Microsoft.ML.Runtime.Data;
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using Microsoft.ML.Runtime.EntryPoints;
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using Microsoft.ML.Runtime.Learners;
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using Microsoft.ML.Runtime.Model;
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using Microsoft.ML.Runtime.Internal.Utilities;
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using Microsoft.ML.Runtime.Training;
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using System.Runtime.InteropServices;
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[assembly: LoadableClass(typeof(void), typeof(OlsLinearRegressionTrainer), null, typeof(SignatureEntryPointModule), OlsLinearRegressionTrainer.LoadNameValue)]
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namespace Microsoft.ML.Runtime.Learners
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namespace Microsoft.ML.Runtime.AdditionalLearners
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{
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/// <include file='doc.xml' path='doc/members/member[@name="OLS"]/*' />
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public sealed class OlsLinearRegressionTrainer : TrainerBase<OlsLinearRegressionPredictor>
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internal static class Mkl
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{
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private const string DllName = "Microsoft.ML.MklImports.dll";
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private const string DllName = "Microsoft.ML.MklImports";
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public enum Layout
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{

‎src/Microsoft.ML.AdditionalLearners/doc.xml‎

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<?xml version="1.0" encoding="utf-8"?>
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<doc>
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<members>
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<member name="OLS">
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<summary>
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Train an OLS regression model.
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</summary>
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<remarks>
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<a href='https://en.wikipedia.org/wiki/Ordinary_least_squares'>Ordinary least squares (OLS)</a> is a parameterized regression method.
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It assumes that the conditional mean of the dependent variable follows a linear function of the dependent variables.
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The parameters of the regressor can be estimated by minimizing the squares of the difference between observed values and the predictions.
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</remarks>
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<example>
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<code language="csharp">
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new OrdinaryLeastSquaresRegressor
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{
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L2Weight = 0.1,
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PerParameterSignificance = false,
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NormalizeFeatures = Microsoft.ML.Models.NormalizeOption.Yes
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}
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</code>
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</example>
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</member>
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</members>
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</doc>

‎src/Microsoft.ML.PCA/PcaTrainer.cs‎

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@@ -179,7 +179,7 @@ private static VBuffer<Float>[] GaussianMatrix(int k, int d, int seed)
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var rng = new SysRandom(seed);
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// REVIEW: use a faster Gaussian random matrix generator
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//MKL has a fast vectorized random number generation.
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// MKL has a fast vectorized random number generation.
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for (var i = 0; i < k; ++i)
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{
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for (var j = 0; j < d; ++j)

‎src/Microsoft.ML.StandardLearners/Microsoft.ML.StandardLearners.csproj‎

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<ProjectReference Include="..\Microsoft.ML.CpuMath\Microsoft.ML.CpuMath.csproj" />
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<ProjectReference Include="..\Microsoft.ML.Data\Microsoft.ML.Data.csproj" />
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<ProjectReference Include="..\Microsoft.ML\Microsoft.ML.csproj" />
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<PackageReference Include="MlNetMklDeps" Version="$(MlNetMklDepsPackageVersion)" />
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</ItemGroup>
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</Project>

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