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rsample  

General Resampling Infrastructure
View on CRAN: Click here


Download and install rsample package within the R console
Install from CRAN:
install.packages("rsample")

Install from Github:
library("remotes")
install_github("cran/rsample")

Install by package version:
library("remotes")
install_version("rsample", "1.2.1")



Attach the package and use:
library("rsample")
Maintained by
Hannah Frick
[Scholar Profile | Author Map]
First Published: 2017-07-08
Latest Update: 2023-08-23
Description:
Classes and functions to create and summarize different types of resampling objects (e.g. bootstrap, cross-validation).
How to cite:
Hannah Frick (2017). rsample: General Resampling Infrastructure. R package version 1.2.1, https://cran.r-project.org/web/packages/rsample. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.0.1 (2017-07-08 05:31), 0.0.2 (2017-11-12 05:11), 0.0.3 (2018-11-20 18:30), 0.0.4 (2019-01-07 18:00), 0.0.5 (2019-07-13 00:20), 0.0.6 (2020-03-31 21:50), 0.0.7 (2020-06-04 09:40), 0.0.8 (2020-09-23 19:20), 0.0.9 (2021-02-17 19:00), 0.1.0 (2021-05-08 06:50), 0.1.1 (2021-11-08 22:00), 1.0.0 (2022-06-24 20:10), 1.1.0 (2022-08-08 09:00), 1.1.1 (2022-12-07 22:00), 1.2.0 (2023-08-23 17:00), 1.2.1 (2024-03-25 11:00)
Other packages that cited rsample R package
View rsample citation profile
Other R packages that rsample depends, imports, suggests or enhances
Complete documentation for rsample
Functions, R codes and Examples using the rsample R package
Some associated functions: add_resample_id . apparent . as.data.frame.rsplit . bootstraps . clustering_cv . complement . form_pred . get_fingerprint . get_rsplit . group_bootstraps . group_mc_cv . group_vfold_cv . initial_split . initial_validation_split . int_pctl . labels.rset . labels.rsplit . loo_cv . make_groups . make_splits . make_strata . manual_rset . mc_cv . nested_cv . new_rset . permutations . populate . reexports . reg_intervals . reshuffle_rset . reverse_splits . rolling_origin . rsample-dplyr . rsample-package . rsample2caret . rset_reconstruct . slide-resampling . tidy.rsplit . validation_set . validation_split . vfold_cv . 
Some associated R codes: apparent.R . boot.R . bootci.R . caret.R . clustering.R . compat-dplyr.R . compat-vctrs-helpers.R . compat-vctrs.R . complement.R . form_pred.R . initial_split.R . initial_validation_split.R . labels.R . loo.R . make_groups.R . make_strata.R . manual.R . mc.R . misc.R . nest.R . permutations.R . printing.R . reexports.R . reg_intervals.R . rolling_origin.R . rsample-package.R . rset.R . rsplit.R . slide.R . tidy.R . tidyselect.R . validation_set.R . validation_split.R . vfold.R . zzz-compat-vctrs-apparent.R . zzz-compat-vctrs-bootstraps.R . zzz-compat-vctrs-clustering_cv.R . zzz-compat-vctrs-group_bootstraps.R . zzz-compat-vctrs-group_mc_cv.R . zzz-compat-vctrs-group_validation_split.R . zzz-compat-vctrs-group_vfold_cv.R . zzz-compat-vctrs-loo_cv.R . zzz-compat-vctrs-manual_rset.R . zzz-compat-vctrs-mc_cv.R . zzz-compat-vctrs-nested_cv.R . zzz-compat-vctrs-permutations.R . zzz-compat-vctrs-rolling_origin.R . zzz-compat-vctrs-sliding_index.R . zzz-compat-vctrs-sliding_period.R . zzz-compat-vctrs-sliding_window.R . zzz-compat-vctrs-validation_set.R . zzz-compat-vctrs-validation_split.R . zzz-compat-vctrs-validation_time_split.R . zzz-compat-vctrs-vfold_cv.R . zzz.R .  Full rsample package functions and examples
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