Package: mlr3verse 0.3.0

Marc Becker

mlr3verse: Easily Install and Load the 'mlr3' Package Family

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]

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mlr3verse.pdf |mlr3verse.html✨
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NEWS

# Install 'mlr3verse' in R:
install.packages('mlr3verse', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mlr-org/mlr3verse/issues

On CRAN:

machine-learningmetamlr3

7.94 score 51 stars 1 packages 812 scripts 2.4k downloads 80 exports 78 dependencies

Last updated 5 months agofrom:2016c7a6b2 (on v0.3.0). Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 28 2024
R-4.5-winOKOct 28 2024
R-4.5-linuxOKOct 28 2024
R-4.4-winOKOct 28 2024
R-4.4-macOKOct 28 2024
R-4.3-winOKOct 28 2024
R-4.3-macOKOct 28 2024

Exports:%>>!%%>>%as_graphas_pipeopas_prediction_clustas_task_clustas.data.tableauto_fselectorauto_tunerautoplotcallback_async_tuningcallback_batch_fselectcallback_batch_tuningchain_graphsclbkclbksconcat_graphsensemble_fselectextract_inner_fselect_archivesextract_inner_fselect_resultsextract_inner_tuning_archivesextract_inner_tuning_resultsfltfltsfortifyfsfselectfselect_nestedfsifssgenerate_design_gridgenerate_design_lhsgenerate_design_randomGraphLearnergreplicategunionhyperband_budgethyperband_n_configshyperband_scheduleltsltssmlr_callbacksmlr_filtersmlr_fselectorsmlr_graphsmlr_pipeopsmlr_terminatorsmlr_tunersmlr_tuning_spacesmlr3verse_infop_dblp_fctp_intp_lglp_utyplot_learner_predictionpopospplpsselector_allselector_cardinality_greater_thanselector_grepselector_intersectselector_invertselector_missingselector_nameselector_noneselector_setdiffselector_typeselector_uniontiti_asynctnrtnrsto_tunetrmtrmstunetune_nested

Dependencies:backportsbbotkcheckmateclasscliclueclustercodetoolscolorspacedata.tableDEoptimRdigestdiptestevaluatefansifarverflexmixfpcfuturefuture.applyggplot2globalsgluegridExtragtableisobandkernlablabelinglatticelgrlifecyclelistenvmagrittrMASSMatrixmclustmgcvmlbenchmlr3mlr3clustermlr3datamlr3filtersmlr3fselectmlr3hyperbandmlr3learnersmlr3mbomlr3measuresmlr3miscmlr3pipelinesmlr3tuningmlr3tuningspacesmlr3vizmodeltoolsmunsellnlmennetpalmerpenguinsparadoxparallellypillarpkgconfigprabclusPRROCR6RColorBrewerRcpprlangrobustbasescalesspacefillrstabmtibbleutf8uuidvctrsviridisviridisLitewithr