64 references to RegressionCatalog
Microsoft.ML.Data (3)
MLContext.cs (1)
39public RegressionCatalog Regression { get; }
TrainCatalog.cs (2)
576: base(env, nameof(RegressionCatalog)) 586internal RegressionTrainers(RegressionCatalog catalog)
Microsoft.ML.EntryPoints (1)
PermutationFeatureImportance.cs (1)
211var regressionCatalog = new RegressionCatalog(env);
Microsoft.ML.FastTree (26)
FastTreeRanking.cs (1)
65/// <seealso cref="TreeExtensions.FastTree(RegressionCatalog.RegressionTrainers, FastTreeRegressionTrainer.Options)"/>
FastTreeRegression.cs (2)
55/// <seealso cref="TreeExtensions.FastTree(RegressionCatalog.RegressionTrainers, string, string, string, int, int, int, double)"/> 56/// <seealso cref="TreeExtensions.FastTree(RegressionCatalog.RegressionTrainers, FastTreeRegressionTrainer.Options)"/>
FastTreeTweedie.cs (2)
60/// <seealso cref="TreeExtensions.FastTreeTweedie(RegressionCatalog.RegressionTrainers, string, string, string, int, int, int, double)"/> 61/// <seealso cref="TreeExtensions.FastTreeTweedie(RegressionCatalog.RegressionTrainers, FastTreeTweedieTrainer.Options)"/>
GamRegression.cs (2)
49/// <seealso cref="TreeExtensions.Gam(RegressionCatalog.RegressionTrainers, string, string, string, int, int, double)"/> 50/// <seealso cref="TreeExtensions.Gam(RegressionCatalog.RegressionTrainers, GamRegressionTrainer.Options)"/>
RandomForestRegression.cs (2)
290/// <seealso cref="TreeExtensions.FastForest(RegressionCatalog.RegressionTrainers, string, string, string, int, int, int)"/> 291/// <seealso cref="TreeExtensions.FastForest(RegressionCatalog.RegressionTrainers, FastForestRegressionTrainer.Options)"/>
TreeTrainersCatalog.cs (17)
12/// Collection of extension methods used by <see cref="RegressionCatalog"/>, <see cref="BinaryClassificationCatalog"/>, 21/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 36public static FastTreeRegressionTrainer FastTree(this RegressionCatalog.RegressionTrainers catalog, 53/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 62public static FastTreeRegressionTrainer FastTree(this RegressionCatalog.RegressionTrainers catalog, 235/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 249public static GamRegressionTrainer Gam(this RegressionCatalog.RegressionTrainers catalog, 265/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 274public static GamRegressionTrainer Gam(this RegressionCatalog.RegressionTrainers catalog, 285/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 300public static FastTreeTweedieTrainer FastTreeTweedie(this RegressionCatalog.RegressionTrainers catalog, 317/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 326public static FastTreeTweedieTrainer FastTreeTweedie(this RegressionCatalog.RegressionTrainers catalog, 339/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 353public static FastForestRegressionTrainer FastForest(this RegressionCatalog.RegressionTrainers catalog, 369/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 378public static FastForestRegressionTrainer FastForest(this RegressionCatalog.RegressionTrainers catalog,
Microsoft.ML.LightGbm (9)
LightGbmCatalog.cs (7)
13/// Collection of extension methods for the <see cref="RegressionCatalog.RegressionTrainers"/>, 22/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 37public static LightGbmRegressionTrainer LightGbm(this RegressionCatalog.RegressionTrainers catalog, 54/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 63public static LightGbmRegressionTrainer LightGbm(this RegressionCatalog.RegressionTrainers catalog, 74/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 77public static LightGbmRegressionTrainer LightGbm(this RegressionCatalog.RegressionTrainers catalog,
LightGbmRegressionTrainer.cs (2)
102/// <seealso cref="LightGbmExtensions.LightGbm(RegressionCatalog.RegressionTrainers, string, string, string, int?, int?, double?, int)"/> 103/// <seealso cref="LightGbmExtensions.LightGbm(RegressionCatalog.RegressionTrainers, LightGbmRegressionTrainer.Options)"/>
Microsoft.ML.Mkl.Components (7)
MklComponentsCatalog.cs (5)
13/// Collection of extension methods for <see cref="RegressionCatalog.RegressionTrainers"/>, 22/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 33public static OlsTrainer Ols(this RegressionCatalog.RegressionTrainers catalog, 53/// <param name="catalog">The <see cref="RegressionCatalog"/>.</param> 63this RegressionCatalog.RegressionTrainers catalog,
OlsLinearRegression.cs (2)
64/// <seealso cref="MklComponentsCatalog.Ols(RegressionCatalog.RegressionTrainers, string, string, string)"/> 65/// <seealso cref="MklComponentsCatalog.Ols(RegressionCatalog.RegressionTrainers, OlsTrainer.Options)"/>
Microsoft.ML.StandardTrainers (13)
Standard\Online\OnlineGradientDescent.cs (2)
55/// <seealso cref="StandardTrainersCatalog.OnlineGradientDescent(RegressionCatalog.RegressionTrainers, string, string, IRegressionLoss, float, bool, float, int)"/> 56/// <seealso cref="StandardTrainersCatalog.OnlineGradientDescent(RegressionCatalog.RegressionTrainers, OnlineGradientDescentTrainer.Options)"/>
Standard\PoissonRegression\PoissonRegression.cs (2)
55/// <seealso cref="StandardTrainersCatalog.LbfgsPoissonRegression(RegressionCatalog.RegressionTrainers, string, string, string, float, float, float, int, bool)"/> 56/// <seealso cref="StandardTrainersCatalog.LbfgsPoissonRegression(RegressionCatalog.RegressionTrainers, LbfgsPoissonRegressionTrainer.Options)"/>
Standard\SdcaRegression.cs (2)
51/// <seealso cref="StandardTrainersCatalog.Sdca(RegressionCatalog.RegressionTrainers, string, string, string, ISupportSdcaRegressionLoss, float?, float?, int?)"/> 52/// <seealso cref="StandardTrainersCatalog.Sdca(RegressionCatalog.RegressionTrainers, SdcaRegressionTrainer.Options)"/>
StandardTrainersCatalog.cs (7)
16/// Collection of extension methods for <see cref="RegressionCatalog.RegressionTrainers"/>, 152public static SdcaRegressionTrainer Sdca(this RegressionCatalog.RegressionTrainers catalog, 177public static SdcaRegressionTrainer Sdca(this RegressionCatalog.RegressionTrainers catalog, 487public static OnlineGradientDescentTrainer OnlineGradientDescent(this RegressionCatalog.RegressionTrainers catalog, 514public static OnlineGradientDescentTrainer OnlineGradientDescent(this RegressionCatalog.RegressionTrainers catalog, 597public static LbfgsPoissonRegressionTrainer LbfgsPoissonRegression(this RegressionCatalog.RegressionTrainers catalog, 623public static LbfgsPoissonRegressionTrainer LbfgsPoissonRegression(this RegressionCatalog.RegressionTrainers catalog, LbfgsPoissonRegressionTrainer.Options options)
Microsoft.ML.TorchSharp (2)
TorchSharpCatalog.cs (2)
82this RegressionCatalog.RegressionTrainers catalog, 102this RegressionCatalog.RegressionTrainers catalog,
Microsoft.ML.Transforms (3)
PermutationFeatureImportanceExtensions.cs (3)
17/// Collection of extension methods used by <see cref="RegressionCatalog"/>, 66this RegressionCatalog catalog, 129this RegressionCatalog catalog,