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Updating .tt file due to renaming of LbfgsPoissonRegression. (#3140)
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‎docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PoissonRegression.cs‎ renamed to ‎docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LbfgsPoissonRegression.cs‎

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namespace Microsoft.ML.Samples.Dynamic.Trainers.Regression
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{
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public static class PoissonRegression
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public static class LbfgsPoissonRegression
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{
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public static void Example()
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{
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// Evaluate the overall metrics
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var metrics = mlContext.Regression.Evaluate(transformedTestData);
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SamplesUtils.ConsoleUtils.PrintMetrics(metrics);
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// Expected output:
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// Mean Absolute Error: 0.07
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// Mean Squared Error: 0.01

‎docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PoissonRegression.tt‎ renamed to ‎docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LbfgsPoissonRegression.tt‎

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<#@ include file="RegressionSamplesTemplate.ttinclude"#>
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<#+
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string ClassName="PoissonRegression";
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string Trainer = "PoissonRegression";
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string ClassName="LbfgsPoissonRegression";
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string Trainer = "LbfgsPoissonRegression";
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string TrainerOptions = null;
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string ExpectedOutputPerInstance= @"// Expected output:

‎docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PoissonRegressionWithOptions.cs‎ renamed to ‎docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LbfgsPoissonRegressionWithOptions.cs‎

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namespace Microsoft.ML.Samples.Dynamic.Trainers.Regression
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{
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public static class PoissonRegressionWithOptions
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public static class LbfgsPoissonRegressionWithOptions
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{
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public static void Example()
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{
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// Evaluate the overall metrics
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var metrics = mlContext.Regression.Evaluate(transformedTestData);
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SamplesUtils.ConsoleUtils.PrintMetrics(metrics);
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// Expected output:
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// Mean Absolute Error: 0.07
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// Mean Squared Error: 0.01

‎docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PoissonRegressionWithOptions.tt‎ renamed to ‎docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LbfgsPoissonRegressionWithOptions.tt‎

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<#@ include file="RegressionSamplesTemplate.ttinclude"#>
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<#+
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string ClassName="PoissonRegressionWithOptions";
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string Trainer = "PoissonRegression";
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string TrainerOptions = @"PoissonRegressionTrainer.Options
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string ClassName="LbfgsPoissonRegressionWithOptions";
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string Trainer = "LbfgsPoissonRegression";
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string TrainerOptions = @"LbfgsPoissonRegressionTrainer.Options
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{
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// Reduce optimization tolerance to speed up training at the cost of accuracy.
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OptmizationTolerance = 1e-4f,

‎docs/samples/Microsoft.ML.Samples/Microsoft.ML.Samples.csproj‎

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<Generator>TextTemplatingFileGenerator</Generator>
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<LastGenOutput>OnlineGradientDescentWithOptions.cs</LastGenOutput>
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</None>
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<None Update="Dynamic\Trainers\Regression\PoissonRegression.tt">
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<None Update="Dynamic\Trainers\Regression\LbfgsPoissonRegression.tt">
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<Generator>TextTemplatingFileGenerator</Generator>
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<LastGenOutput>PoissonRegression.cs</LastGenOutput>
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<LastGenOutput>LbfgsPoissonRegression.cs</LastGenOutput>
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</None>
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<None Update="Dynamic\Trainers\Regression\PoissonRegressionWithOptions.tt">
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<None Update="Dynamic\Trainers\Regression\LbfgsPoissonRegressionWithOptions.tt">
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<Generator>TextTemplatingFileGenerator</Generator>
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<LastGenOutput>PoissonRegressionWithOptions.cs</LastGenOutput>
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<LastGenOutput>LbfgsPoissonRegressionWithOptions.cs</LastGenOutput>
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</None>
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</ItemGroup>
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<AutoGen>True</AutoGen>
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<DependentUpon>OnlineGradientDescentWithOptions.tt</DependentUpon>
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</Compile>
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<Compile Update="Dynamic\Trainers\Regression\PoissonRegression.cs">
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<Compile Update="Dynamic\Trainers\Regression\LbfgsPoissonRegression.cs">
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<DesignTime>True</DesignTime>
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<AutoGen>True</AutoGen>
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<DependentUpon>PoissonRegression.tt</DependentUpon>
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<DependentUpon>LbfgsPoissonRegression.tt</DependentUpon>
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</Compile>
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<Compile Update="Dynamic\Trainers\Regression\PoissonRegressionWithOptions.cs">
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<Compile Update="Dynamic\Trainers\Regression\LbfgsPoissonRegressionWithOptions.cs">
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<DesignTime>True</DesignTime>
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<AutoGen>True</AutoGen>
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<DependentUpon>PoissonRegressionWithOptions.tt</DependentUpon>
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<DependentUpon>LbfgsPoissonRegressionWithOptions.tt</DependentUpon>
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</Compile>
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</ItemGroup>
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‎src/Microsoft.ML.StandardTrainers/StandardTrainersCatalog.cs‎

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/// <example>
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/// <format type="text/markdown">
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/// <![CDATA[
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/// [!code-csharp[PoissonRegression](~/../docs/samples/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PoissonRegression.cs)]
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/// [!code-csharp[PoissonRegression](~/../docs/samples/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LbfgsPoissonRegression.cs)]
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/// ]]></format>
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/// </example>
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public static LbfgsPoissonRegressionTrainer LbfgsPoissonRegression(this RegressionCatalog.RegressionTrainers catalog,
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/// <example>
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/// <format type="text/markdown">
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/// <![CDATA[
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/// [!code-csharp[PoissonRegression](~/../docs/samples/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PoissonRegressionWithOptions.cs)]
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/// [!code-csharp[PoissonRegression](~/../docs/samples/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LbfgsPoissonRegressionWithOptions.cs)]
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/// ]]></format>
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/// </example>
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public static LbfgsPoissonRegressionTrainer LbfgsPoissonRegression(this RegressionCatalog.RegressionTrainers catalog, LbfgsPoissonRegressionTrainer.Options options)

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