Package index

Auto Learners

LearnerClassifAuto

Classification AutoML Learner

LearnerRegrAuto

Regression AutoML Learner

Classification 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

Regression Auto Learners

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

Isolated Python Learners

LearnerClassifFastaiIsolated

Fastai Learner Isolated

LearnerClassifTabPFNIsolated

TabPFN Learner Isolated

LearnerRegrTabPFNIsolated

TabPFN Regressor Learner Isolated

Auto Configuration

Auto

Auto Class

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

Sugar Functions

mlr_auto auto()

Dictionary of Auto Objects

Dictionary

mlr_auto auto()

Dictionary of Auto Objects

Callbacks

mlr3automl.encapsulation_daemon

Encapsulation Daemon Callback

mlr3automl.initial_design_runtime

Initial Design Runtime Limit Callback

Installation

install_python_learners()

Install Python Learners

Package

mlr3automl mlr3automl-package

mlr3automl: Automated Machine Learning for 'mlr3'