Automated Machine Learning for 'mlr3'

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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