3 instantiations of OlsTrainer
Microsoft.ML.Mkl.Components (3)
MklComponentsCatalog.cs (2)
47return new OlsTrainer(env, options); 70return new OlsTrainer(env, options);
OlsLinearRegression.cs (1)
683() => new OlsTrainer(host, options),
35 references to OlsTrainer
Microsoft.ML.AutoML (1)
TrainerExtensions\RegressionTrainerExtensions.cs (1)
133var options = TrainerExtensionUtil.CreateOptions<OlsTrainer.Options>(sweepParams, columnInfo.LabelColumnName);
Microsoft.ML.Mkl.Components (21)
ComputeLRTrainingStdThroughHal.cs (1)
13using MklOls = OlsTrainer.Mkl;
MklComponentsCatalog.cs (7)
20/// Create <see cref="OlsTrainer"/>, which predicts a target using a linear regression model. 33public static OlsTrainer Ols(this RegressionCatalog.RegressionTrainers catalog, 40var options = new OlsTrainer.Options 51/// Create <see cref="OlsTrainer"/> with advanced options, which predicts a target using a linear regression model. 54/// <param name="options">Algorithm advanced options. See <see cref="OlsTrainer.Options"/>.</param> 62public static OlsTrainer Ols( 64OlsTrainer.Options options)
OlsLinearRegression.cs (13)
21[assembly: LoadableClass(OlsTrainer.Summary, typeof(OlsTrainer), typeof(OlsTrainer.Options), 23OlsTrainer.UserNameValue, 24OlsTrainer.LoadNameValue, 25OlsTrainer.ShortName)] 31[assembly: LoadableClass(typeof(void), typeof(OlsTrainer), null, typeof(SignatureEntryPointModule), OlsTrainer.LoadNameValue)] 65/// <seealso cref="MklComponentsCatalog.Ols(RegressionCatalog.RegressionTrainers, OlsTrainer.Options)"/> 70/// Options for the <see cref="OlsTrainer"/> as used in 118/// Initializes a new instance of <see cref="OlsTrainer"/> 690/// Model parameters for <see cref="OlsTrainer"/>. 728/// <see cref="OlsTrainer.Options.CalculateStatistics"/>
Microsoft.ML.Samples (7)
Dynamic\Trainers\Regression\OrdinaryLeastSquares.cs (1)
27var pipeline = mlContext.Regression.Trainers.Ols(
Dynamic\Trainers\Regression\OrdinaryLeastSquaresAdvanced.cs (1)
53var pipeline = mlContext.Regression.Trainers.Ols();
Dynamic\Trainers\Regression\OrdinaryLeastSquaresWithOptions.cs (2)
28var options = new OlsTrainer.Options 40var pipeline =
Dynamic\Trainers\Regression\OrdinaryLeastSquaresWithOptionsAdvanced.cs (2)
53var pipeline = mlContext.Regression.Trainers.Ols( 54new OlsTrainer.Options()
Dynamic\Transforms\CalculateFeatureContribution.cs (1)
36var linearTrainer = mlContext.Regression.Trainers.Ols();
Microsoft.ML.Samples.OneDal (3)
Program.cs (3)
135OlsTrainer.Options options = new OlsTrainer.Options(); 139var trainer = mlContext.Regression.Trainers.Ols(options);
Microsoft.ML.Tests (3)
TrainerEstimators\OlsLinearRegressionTests.cs (3)
18var trainer = ML.Regression.Trainers.Ols(new OlsTrainer.Options()); 26trainer = ML.Regression.Trainers.Ols(new OlsTrainer.Options() { CalculateStatistics = false });