12 writes to LearningRate
Microsoft.ML.AutoML (3)
SweepableEstimator\Estimators\LightGbm.cs (3)
18LearningRate = param.LearningRate, 46LearningRate = param.LearningRate, 74LearningRate = param.LearningRate,
Microsoft.ML.LightGbm (5)
LightGbmBinaryTrainer.cs (1)
227LearningRate = learningRate,
LightGbmMulticlassTrainer.cs (1)
168LearningRate = learningRate,
LightGbmRankingTrainer.cs (1)
212LearningRate = learningRate,
LightGbmRegressionTrainer.cs (1)
185LearningRate = learningRate,
LightGbmTrainerBase.cs (1)
331LearningRate = learningRate,
Microsoft.ML.Samples (3)
Dynamic\Trainers\Ranking\LightGbmWithOptions.cs (1)
35LearningRate = 0.1,
Dynamic\Trainers\Regression\LightGbmWithOptions.cs (1)
42LearningRate = 0.001,
Dynamic\Trainers\Regression\LightGbmWithOptionsAdvanced.cs (1)
48LearningRate = 0.001,
Microsoft.ML.Tests (1)
TrainerEstimators\TreeEstimators.cs (1)
199var trainer = ML.Ranking.Trainers.LightGbm(new LightGbmRankingTrainer.Options() { LabelColumnName = "Label0", FeatureColumnName = "NumericFeatures", RowGroupColumnName = "Group", LearningRate = 0.4 });
5 references to LearningRate
Microsoft.ML.LightGbm (5)
LightGbmMulticlassTrainer.cs (2)
325if (!LightGbmTrainerOptions.LearningRate.HasValue) 326ch.Info("Auto-tuning parameters: " + nameof(LightGbmTrainerOptions.LearningRate) + " = " + GbmOptions["learning_rate"]);
LightGbmTrainerBase.cs (3)
507double learningRate = LightGbmTrainerOptions.LearningRate ?? DefaultLearningRate(numRow, hasCategorical, totalCats); 515if (!LightGbmTrainerOptions.LearningRate.HasValue) 516ch.Info("Auto-tuning parameters: " + nameof(LightGbmTrainerOptions.LearningRate) + " = " + learningRate);