Package index • mlr3automl

Auto Learners

LearnerClassifAutoCatboost: Classification Gradient Boosted Decision Trees Auto Learner
LearnerClassifAutoFastai: Classification Fastai Auto Learner
LearnerClassifAutoFTTransformer: Classification FT-Transformer Auto Learner
LearnerClassifAutoGlmnet: Classification GLM with Elastic Net Regularization Auto Learner
LearnerClassifAutoKKNN: Classification k-Nearest-Neighbor Auto Learner
LearnerClassifAutoLightGBM: Classification LightGBM Auto Learner
LearnerClassifAutoMLP: Classification MLP Auto Learner
LearnerClassifAutoRanger: Classification Ranger Auto Learner
LearnerClassifAutoResNet: Classification ResNet Auto Learner
LearnerClassifAutoSVM: Classification SVM Auto Learner
LearnerClassifAutoTabPFN: Classification TabPFN Auto Learner
LearnerClassifAutoXgboost: Classification XGBoost Auto Learner

LearnerRegrAutoCatboost: Regression Gradient Boosted Decision Trees Auto Learner
LearnerRegrAutoFTTransformer: Regression FT-Transformer Auto Learner
LearnerRegrAutoGlmnet: Regression GLM with Elastic Net Regularization Auto Learner
LearnerRegrAutoKKNN: Regression k-Nearest-Neighbor Auto Learner
LearnerRegrAutoLightGBM: Regression LightGBM Auto Learner
LearnerRegrAutoMLP: Regression MLP Auto Learner
LearnerRegrAutoRanger: Regression Ranger Auto Learner
LearnerRegrAutoResNet: Regression ResNet Auto Learner
LearnerRegrAutoSVM: Regression SVM Auto Learner
LearnerRegrAutoTabPFN: Regression TabPFN Auto Learner
LearnerRegrAutoXgboost: Regression XGBoost Auto Learner