| Title: | Easily Install and Load the 'mlr3' Package Family |
| Version: | 0.3.1 |
| 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/. |
| License: | LGPL-3 |
| URL: | https://mlr3verse.mlr-org.com, https://github.com/mlr-org/mlr3verse |
| BugReports: | https://github.com/mlr-org/mlr3verse/issues |
| Depends: | mlr3 (≥ 0.20.0), R (≥ 3.1.0) |
| Imports: | bbotk (≥ 1.5.0), data.table, mlr3cluster (≥ 0.1.10), mlr3data (≥ 0.9.0), mlr3filters (≥ 0.8.1), mlr3fselect (≥ 1.2.1), mlr3hyperband (≥ 0.6.0), mlr3inferr (≥ 0.1.0), mlr3learners (≥ 0.9.0), mlr3mbo (≥ 0.2.8), mlr3misc (≥ 0.16.0), mlr3pipelines (≥ 0.7.1), mlr3tuning (≥ 1.3.0), mlr3tuningspaces (≥ 0.5.2), mlr3viz (≥ 0.10.0), paradox (≥ 1.0.1) |
| Suggests: | miesmuschel, mlr3batchmark, mlr3benchmark, mlr3db, mlr3fairness, mlr3fda, mlr3oml, mlr3proba (≥ 0.7.4), mlr3spatial, mlr3spatiotempcv, mlr3summary, mlr3torch, rush |
| Additional_repositories: | https://mlr-org.r-universe.dev |
| Encoding: | UTF-8 |
| RoxygenNote: | 7.3.2 |
| NeedsCompilation: | no |
| Packaged: | 2025-01-14 15:48:52 UTC; marc |
| Author: | Michel Lang  [aut],
Patrick Schratz
[aut],
Marc Becker [cre,
aut] |
| Maintainer: | Marc Becker <marcbecker@posteo.de> |
| Repository: | CRAN |
| Date/Publication: | 2025-01-14 16:40:09 UTC |
mlr3verse: 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/.
Author(s)
Maintainer: Marc Becker marcbecker@posteo.de (ORCID)
Authors:
Michel Lang michellang@gmail.com (ORCID)
Patrick Schratz patrick.schratz@gmail.com (ORCID)
See Also
Useful links:
Report bugs at https://github.com/mlr-org/mlr3verse/issues
Print mlr3* package versions
Description
Returns the package versions of imported and suggested mlr3 packages as a data.table::data.table().
Suggested packages that are not installed are listed with version NA.
Usage
mlr3verse_info()
Examples
mlr3verse_info()
Objects exported from other packages
Description
These objects are imported from other packages. Follow the links below to see their documentation.
- bbotk
- data.table
- mlr3cluster
- mlr3filters
- mlr3fselect
auto_fselector,callback_batch_fselect,ensemble_fselect,extract_inner_fselect_archives,extract_inner_fselect_results,fs,fselect,fselect_nested,fsi,fss,mlr_fselectors- mlr3hyperband
- mlr3misc
- mlr3pipelines
%>>!%,%>>%,as_graph,as_pipeop,chain_graphs,concat_graphs,GraphLearner,greplicate,gunion,mlr_graphs,mlr_pipeops,po,pos,ppl,selector_all,selector_cardinality_greater_than,selector_grep,selector_intersect,selector_invert,selector_missing,selector_name,selector_none,selector_setdiff,selector_type,selector_union- mlr3tuning
auto_tuner,callback_async_tuning,callback_batch_tuning,extract_inner_tuning_archives,extract_inner_tuning_results,mlr_tuners,ti,ti_async,tnr,tnrs,tune,tune_nested- mlr3tuningspaces
- mlr3viz
- paradox
generate_design_grid,generate_design_lhs,generate_design_random,p_dbl,p_fct,p_int,p_lgl,p_uty,ps,to_tune