Title: | Easily Install and Load the 'mlr3' Package Family |
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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: | 2024-10-28 04:50:43 UTC |
Source: | https://github.com/mlr-org/mlr3verse |
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()