Package: groupdata2 2.0.4

Ludvig Renbo Olsen

groupdata2: Creating Groups from Data

Methods for dividing data into groups. Create balanced partitions and cross-validation folds. Perform time series windowing and general grouping and splitting of data. Balance existing groups with up- and downsampling or collapse them to fewer groups.

Authors:Ludvig Renbo Olsen [aut, cre]

groupdata2_2.0.4.tar.gz
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groupdata2.pdf |groupdata2.html
groupdata2/json (API)
NEWS

# Install 'groupdata2' in R:
install.packages('groupdata2', repos = c('https://ludvigolsen.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/ludvigolsen/groupdata2/issues

On CRAN:

balancecross-validationdatadata-framefoldgroup-factorgroupsparticipantspartitionsplitstaircase

22 exports 27 stars 2.99 score 27 dependencies 6 dependents 336 scripts 1.7k downloads

Last updated 7 months agofrom:f975a27c56. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 01 2024
R-4.5-winOKSep 01 2024
R-4.5-linuxOKSep 01 2024
R-4.4-winOKSep 01 2024
R-4.4-macOKSep 01 2024
R-4.3-winOKSep 01 2024
R-4.3-macOKSep 01 2024

Exports:%primes%%staircase%all_groups_identicalbalancecollapse_groupscollapse_groups_by_idscollapse_groups_by_levelscollapse_groups_by_numericcollapse_groups_by_sizediffers_from_previousdownsamplefind_missing_startsfind_startsfoldgroupgroup_factorpartitionranked_balancesspltsummarize_balancessummarize_group_colsupsample

Dependencies:backportscheckmateclicpp11dplyrfansigenericsgluelifecyclemagrittrnumberspillarpkgconfigplyrpurrrR6Rcpprearrrrlangstringistringrtibbletidyrtidyselectutf8vctrswithr

Automatic groups with groupdata2

Rendered fromautomatic_groups_with_groupdata2.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2021-07-03
Started: 2017-04-28

Cross-validation with groupdata2

Rendered fromcross-validation_with_groupdata2.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2022-11-19
Started: 2017-04-28

Description of groupdata2

Rendered fromdescription_of_groupdata2.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2022-11-19
Started: 2017-01-22

Introduction to groupdata2

Rendered fromintroduction_to_groupdata2.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2021-07-03
Started: 2017-01-25

Time series with groupdata2

Rendered fromtime_series_with_groupdata2.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2022-11-19
Started: 2017-04-28