mlr3 and mlr3verse
mlr3verse is a meta-package that bundles and manages multiple mlr3* ecosystem packages, making it a complement to mlr3 that simplifies installation and dependency management across the modular mlr3 ecosystem.
About mlr3
mlr-org/mlr3
mlr3: Machine Learning in R - next generation
Built on R6 object-oriented classes and data.table for efficient computation, mlr3 provides modular building blocks for tasks, learners, and resampling strategies that can be composed and extended through a rich ecosystem of packages like mlr3tuning, mlr3pipelines, and mlr3learners. The architecture prioritizes extensibility by keeping the core lightweight while delegating specialized functionality (visualization, additional learners, autoML) to optional extension packages. Integrates with standard R workflows via checkmate for type safety and supports diverse learner backends through a unified interface.
About mlr3verse
mlr-org/mlr3verse
Meta-package for installing/updating mlr3* packages.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work