Automation framework for machine learning, forecasting, model evaluation, and interpretation.

Analytics & Machine Learning R Sidekick

Package: R Interface to AutoKeras

Auto ML for the tidyverse

mlim: single and multiple imputation with automated machine learning

Automated machine learning in mlr3

Flexible Bayesian Optimization in R

🌳 Stacked Gradient Boosting Machines

Successive Halving and Hyperband in the mlr3 ecosystem

Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem

autoEnsemble : An AutoML Algorithm for Building Homogeneous and Heterogeneous Stacked Ensemble Models by Searching for Diverse Base-Learners

AutoML R framework functions for quickly finding stories from data.

H2O AutoML paper

Automated Machine Learning Explanation and Comparative Reporting for R

This web application is motivated by Baymax of the animated movie Big Hero 6. It detects Valvular Heart disorder i.e. damage or defect in one of the four heart valves. On the Machine Learning side, I have used AutoML from the deep learning platform H2O. And the interactive application is build in RShiny.

Time Series Forecasting RShiny dashboard

R/Auto-WEKA interface

AutoML project for ML Products class

Microeconometric analysis of social housing in Austria.