3 instantiations of Options
Microsoft.ML.IntegrationTests (1)
Training.cs (1)
322
new OnlineGradientDescentTrainer.
Options
{ NumberOfIterations = 10 });
Microsoft.ML.Samples (1)
Dynamic\Trainers\Regression\OnlineGradientDescentWithOptions.cs (1)
28
var options = new OnlineGradientDescentTrainer.
Options
Microsoft.ML.StandardTrainers (1)
Standard\Online\OnlineGradientDescent.cs (1)
147
: this(env, new
Options
18 references to Options
Microsoft.ML.AutoML (2)
TrainerExtensions\RegressionTrainerExtensions.cs (2)
112
var
options = TrainerExtensionUtil.CreateOptions<OnlineGradientDescentTrainer.
Options
>(sweepParams, columnInfo.LabelColumnName);
Microsoft.ML.Samples (1)
Dynamic\Trainers\Regression\OnlineGradientDescentWithOptions.cs (1)
28
var
options = new OnlineGradientDescentTrainer.Options
Microsoft.ML.SearchSpace.Tests (1)
SearchSpaceTest.cs (1)
291
CreateAndVerifyDefaultSearchSpace<OnlineGradientDescentTrainer.
Options
>();
Microsoft.ML.StandardTrainers (14)
Standard\Online\OnlineGradientDescent.cs (11)
15
[assembly: LoadableClass(OnlineGradientDescentTrainer.Summary, typeof(OnlineGradientDescentTrainer), typeof(OnlineGradientDescentTrainer.
Options
),
56
/// <seealso cref="StandardTrainersCatalog.OnlineGradientDescent(RegressionCatalog.RegressionTrainers, OnlineGradientDescentTrainer.
Options
)"/>
57
/// <seealso cref="
Options
"/>
84
/// Create a new <see cref="
Options
"/> object with default values.
142
float learningRate =
Options
.OgdDefaultArgs.LearningRate,
143
bool decreaseLearningRate =
Options
.OgdDefaultArgs.DecreaseLearningRate,
144
float l2Regularization =
Options
.OgdDefaultArgs.L2Regularization,
145
int numberOfIterations =
Options
.OgdDefaultArgs.NumberOfIterations,
160
internal OnlineGradientDescentTrainer(IHostEnvironment env,
Options
options)
190
internal static CommonOutputs.RegressionOutput TrainRegression(IHostEnvironment env,
Options
input)
197
return TrainerEntryPointsUtils.Train<
Options
, CommonOutputs.RegressionOutput>(host, input,
StandardTrainersCatalog.cs (3)
491
float learningRate = OnlineGradientDescentTrainer.
Options
.OgdDefaultArgs.LearningRate,
492
bool decreaseLearningRate = OnlineGradientDescentTrainer.
Options
.OgdDefaultArgs.DecreaseLearningRate,
515
OnlineGradientDescentTrainer.
Options
options)