,
Patrick Schratz [aut]
, Marc Becker [cre,
aut] | Title: | Easily Install and Load the 'mlr3' Package Family |
|---|---|
| Description: | The 'mlr3' package family is a set of packages for machine-learning purposes built in a modular fashion. This wrapper package is aimed to simplify the installation and loading of the core 'mlr3' packages. Get more information about the 'mlr3' project at <https://mlr3book.mlr-org.com/>. |
| Authors: | Michel Lang [aut] ,
Patrick Schratz [aut]
, Marc Becker [cre,
aut] |
| Maintainer: | Marc Becker <[email protected]> |
| License: | LGPL-3 |
| Version: | 0.3.0 |
| Built: | 2024-09-29 06:42:56 UTC |
| Source: | CRAN |
The 'mlr3' package family is a set of packages for machine-learning purposes built in a modular fashion. This wrapper package is aimed to simplify the installation and loading of the core 'mlr3' packages. Get more information about the 'mlr3' project at https://mlr3book.mlr-org.com/.
Book on mlr3: https://mlr3book.mlr-org.com
Use cases and examples gallery: https://mlr3gallery.mlr-org.com
Cheat Sheets: https://github.com/mlr-org/mlr3cheatsheets
The mlr3verse only installs the subset of packages which are on the one hand frequently required to perform a data analysis, and on the other hand do not pull in too many dependencies or system requirements.
Additional extension packages include:
Analysis of benchmark experiments: mlr3benchmark
Task interface for data bases: mlr3db
Additional learners: https://github.com/mlr-org/mlr3extralearners
Hyperband tuning algorithm: mlr3hyperband
Spatio-temporal resampling: mlr3spatiotempcv
Maintainer: Marc Becker [email protected] (ORCID)
Authors:
Michel Lang [email protected] (ORCID)
Patrick Schratz [email protected] (ORCID)
Useful links:
Report bugs at https://github.com/mlr-org/mlr3verse/issues
Returns the package versions of imported mlr3 packages as a data.table::data.table().
mlr3verse_info()mlr3verse_info()
mlr3verse_info()mlr3verse_info()