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:

• https://mlr3verse.mlr-org.com

• https://github.com/mlr-org/mlr3verse

• 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

mlr_terminators, trm, trms

data.table

as.data.table

mlr3cluster

as_prediction_clust, as_task_clust

mlr3filters

flt, flts, mlr_filters

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

hyperband_budget, hyperband_n_configs, hyperband_schedule

mlr3misc

clbk, clbks, mlr_callbacks

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

lts, ltss, mlr_tuning_spaces

mlr3viz

autoplot, fortify, plot_learner_prediction

paradox

generate_design_grid, generate_design_lhs, generate_design_random, p_dbl, p_fct, p_int, p_lgl, p_uty, ps, to_tune