marjoleinF/pre

Current version of the SuperLearner R package

R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and ML models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference

Projection predictive variable selection

R package for risk regression and prediction with censored data

Regression Modeling Strategies

Local Interpretable Model-Agnostic Explanations (R port of original Python package)

Recursive Partitioning and Regression Trees

Advanced Machine Learning and Visualization

User-Friendly R Package for Supervised Machine Learning Pipelines