# Automated Machine Learning for 'mlr3'

## Documentation for package ‘mlr3automl’ version 0.1.0

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

mlr3automl-package | mlr3automl: Automated Machine Learning for 'mlr3'
Auto | Auto Class
auto | Dictionary of Auto Objects
AutoCatboost | Catboost Auto
AutoExtraTrees | Extra Trees Auto
AutoFastai | Fastai Auto
AutoFTTransformer | FTTransformer Auto
AutoGlmnet | Glmnet Auto
AutoKKNN | KKNN Auto
AutoLda | Lda Auto
AutoLightGBM | LightGBM Auto
AutoMLP | MLP Auto
AutoRanger | Ranger Auto
AutoResNet | ResNet Auto
AutoSVM | SVM Auto
AutoTabPFN | TabPFN Auto
AutoXgboost | Xgboost Auto
install_python_learners | Install Python Learners
LearnerClassifAuto | Classification AutoML Learner
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
LearnerClassifFastaiIsolated | Fastai Learner Isolated
LearnerClassifTabPFNIsolated | TabPFN Learner Isolated
LearnerRegrAuto | Regression AutoML 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
LearnerRegrTabPFNIsolated | TabPFN Regressor Learner Isolated
mlr3automl | mlr3automl: Automated Machine Learning for 'mlr3'
mlr3automl.encapsulation_daemon | Encapsulation Daemon Callback
mlr3automl.initial_design_runtime | Initial Design Runtime Limit Callback
mlr_auto | Dictionary of Auto Objects