A curated list of awesome R packages, frameworks and software.

Machine Learning in R

mlr3: Machine Learning in R - next generation

Fast and versatile argument checks

Current version of the SuperLearner R package

Business analytics using R and Shiny

openxlsx - a fast way to read and write complex xslx files

Toolbox for Bayesian Optimization and Model-Based Optimization in R

Tools for computation on batch systems

A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.

shiny-mlr: Integration of the mlr package into shiny

Representative trees from ensembles

Automatic tuning of random forests

R package for analyzing and manipulating multilabel datasets

Better visualize blurry (poll) data using confidence intervall

Random Forest OOB Curves for any performance measure of mlr

R package for generating prediction and prediction variances from random forests.

Ordinal Regression for mlr3

Comparison of Logistic Regression and Random Forest performances on OpenML Datasets

Random forest variable importance for arbitrary measures

Benchmarking datasets for regression based on OpenML

Benchmark default learners of mlr on OpenML Datasets

Getting an optimal set of defaults for common machine learning algorithms

Automatic machine learning package with tuning tailored to the algorithms and runtime specification

R-Shiny Demo app using GPT-3.5 to land your dream job.

With this script the monthly cran downloads of packages can be analysed