Sat, 13 Sep 2025

Package targets updated to version 1.11.4 with previous version 1.11.3 dated 2025-05-08

Title: Dynamic Function-Oriented 'Make'-Like Declarative Pipelines
Description: Pipeline tools coordinate the pieces of computationally demanding analysis projects. The 'targets' package is a 'Make'-like pipeline tool for statistics and data science in R. The package skips costly runtime for tasks that are already up to date, orchestrates the necessary computation with implicit parallel computing, and abstracts files as R objects. If all the current output matches the current upstream code and data, then the whole pipeline is up to date, and the results are more trustworthy than otherwise. The methodology in this package borrows from GNU 'Make' (2015, ISBN:978-9881443519) and 'drake' (2018, <doi:10.21105/joss.00550>).
Author: William Michael Landau [aut, cre] , Matthew T. Warkentin [ctb], Mark Edmondson [ctb] , Samantha Oliver [rev] , Tristan Mahr [rev] , Eli Lilly and Company [cph, fnd]
Maintainer: William Michael Landau <will.landau.oss@gmail.com>

Diff between targets versions 1.11.3 dated 2025-05-08 and 1.11.4 dated 2025-09-13

 DESCRIPTION                                   |   10 
 MD5                                           |  403 +++++++++++++-------------
 NEWS.md                                       |   10 
 R/class_active.R                              |    6 
 R/class_auto.R                                |    3 
 R/class_aws.R                                 |   14 
 R/class_aws_file.R                            |    9 
 R/class_backoff.R                             |    2 
 R/class_branch.R                              |    6 
 R/class_build.R                               |    3 
 R/class_builder.R                             |   80 ++++-
 R/class_cloud.R                               |    9 
 R/class_crew.R                                |    8 
 R/class_database.R                            |   30 +
 R/class_dynamic.R                             |    4 
 R/class_external.R                            |    3 
 R/class_feather.R                             |   10 
 R/class_frames.R                              |    2 
 R/class_fst.R                                 |    3 
 R/class_fst_dt.R                              |    3 
 R/class_fst_tbl.R                             |    3 
 R/class_future.R                              |    6 
 R/class_gcp.R                                 |   12 
 R/class_gcp_file.R                            |    9 
 R/class_glimpse.R                             |   12 
 R/class_group.R                               |   11 
 R/class_inspection.R                          |   31 +-
 R/class_keras.R                               |    3 
 R/class_list.R                                |    3 
 R/class_local.R                               |    3 
 R/class_mermaid.R                             |    7 
 R/class_meta.R                                |    8 
 R/class_network.R                             |   28 -
 R/class_null.R                                |    3 
 R/class_parquet.R                             |   10 
 R/class_pattern.R                             |   50 ++-
 R/class_pipeline.R                            |   39 +-
 R/class_prelocal.R                            |    6 
 R/class_qs.R                                  |    3 
 R/class_queue.R                               |   27 -
 R/class_rds.R                                 |    3 
 R/class_reporter.R                            |   39 --
 R/class_resources_aws.R                       |   21 +
 R/class_scheduler.R                           |    2 
 R/class_settings.R                            |    2 
 R/class_stem.R                                |   39 +-
 R/class_store.R                               |   23 -
 R/class_store_file.R                          |   34 +-
 R/class_store_format_custom.R                 |    3 
 R/class_store_repository_cas.R                |    9 
 R/class_target.R                              |   36 --
 R/class_torch.R                               |    3 
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 R/tar_load.R                                  |    5 
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 R/tar_load_raw.R                              |    7 
 R/tar_make.R                                  |   55 ++-
 R/tar_make_interactive.R                      |    3 
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 R/utils_assert.R                              |   67 ++--
 R/utils_aws.R                                 |   57 +--
 R/utils_callr.R                               |   21 -
 R/utils_cli.R                                 |   12 
 R/utils_files.R                               |   13 
 R/utils_gcp.R                                 |   12 
 R/utils_imports.R                             |    2 
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 R/utils_retry.R                               |    4 
 R/utils_rstudio.R                             |    7 
 inst/WORDLIST                                 |    1 
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 tests/aws/test-aws_hpc.R                      |   47 +--
 tests/aws/test-aws_long.R                     |    9 
 tests/aws/test-aws_meta.R                     |  336 +++++++++++----------
 tests/aws/test-branching.R                    |  129 ++++----
 tests/aws/test-class_aws_file.R               |   64 ++--
 tests/aws/test-class_aws_qs.R                 |    8 
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 tests/interactive/test-backoff.R              |    4 
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 tests/testthat/helper-pipelines.R             |    2 
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 tests/testthat/test-class_inspection.R        |   45 +-
 tests/testthat/test-class_junction.R          |    2 
 tests/testthat/test-class_meta.R              |   12 
 tests/testthat/test-class_parallel.R          |    9 
 tests/testthat/test-class_pipeline.R          |    2 
 tests/testthat/test-class_reference.R         |    3 
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 tests/testthat/test-class_store.R             |   19 -
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 tests/testthat/test-tar_deduplicate.R         |   17 -
 tests/testthat/test-tar_delete.R              |   13 
 tests/testthat/test-tar_deps.R                |    4 
 tests/testthat/test-tar_destroy.R             |   11 
 tests/testthat/test-tar_envir.R               |   40 +-
 tests/testthat/test-tar_format.R              |    5 
 tests/testthat/test-tar_invalidate.R          |   13 
 tests/testthat/test-tar_load.R                |   13 
 tests/testthat/test-tar_load_globals.R        |   23 -
 tests/testthat/test-tar_make.R                |   34 +-
 tests/testthat/test-tar_make_clustermq.R      |   24 -
 tests/testthat/test-tar_make_future.R         |   19 -
 tests/testthat/test-tar_meta.R                |   13 
 tests/testthat/test-tar_outdated.R            |   32 +-
 tests/testthat/test-tar_path_script_support.R |    8 
 tests/testthat/test-tar_pid.R                 |   13 
 tests/testthat/test-tar_process.R             |   13 
 tests/testthat/test-tar_progress.R            |   13 
 tests/testthat/test-tar_progress_branches.R   |   60 ++-
 tests/testthat/test-tar_progress_summary.R    |   13 
 tests/testthat/test-tar_prune_list.R          |   17 -
 tests/testthat/test-tar_read.R                |   13 
 tests/testthat/test-tar_repository_cas.R      |    6 
 tests/testthat/test-tar_target.R              |    2 
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 tests/testthat/test-tar_traceback.R           |   11 
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 tests/testthat/test-tar_workspace.R           |   11 
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 tests/testthat/test-utils_callr.R             |    6 
 tests/testthat/test-utils_data.R              |    3 
 tests/testthat/test-utils_functional.R        |    4 
 tests/testthat/test-utils_imports.R           |    2 
 tests/testthat/test-utils_retry.R             |   12 
 199 files changed, 2309 insertions(+), 1735 deletions(-)

More information about targets at CRAN
Permanent link

Package tarchetypes updated to version 0.13.2 with previous version 0.13.1 dated 2025-05-08

Title: Archetypes for Targets
Description: Function-oriented Make-like declarative pipelines for Statistics and data science are supported in the 'targets' R package. As an extension to 'targets', the 'tarchetypes' package provides convenient user-side functions to make 'targets' easier to use. By establishing reusable archetypes for common kinds of targets and pipelines, these functions help express complicated reproducible pipelines concisely and compactly. The methods in this package were influenced by the 'targets' R package. by Will Landau (2018) <doi:10.21105/joss.00550>.
Author: William Michael Landau [aut, cre] , Rudolf Siegel [ctb] , Samantha Oliver [rev] , Tristan Mahr [rev] , Eli Lilly and Company [cph, fnd]
Maintainer: William Michael Landau <will.landau.oss@gmail.com>

Diff between tarchetypes versions 0.13.1 dated 2025-05-08 and 0.13.2 dated 2025-09-13

 DESCRIPTION                            |    8 +-
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 R/tar_render_rep_raw.R                 |    6 +
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 tests/testthat/test-tar_rep_map.R      |   30 +++++--
 tests/testthat/test-utils_functional.R |    4 -
 63 files changed, 535 insertions(+), 318 deletions(-)

More information about tarchetypes at CRAN
Permanent link

Package palette updated to version 0.0.3 with previous version 0.0.2 dated 2024-03-15

Title: Color Scheme Helpers
Description: Hexadecimal codes are typically used to represent colors in R. Connecting these codes to their colors requires practice or memorization. 'palette' provides a 'vctrs' class for working with color palettes, including printing and plotting functions. The goal of the class is to place visual representations of color palettes directly on or, at least, next to their corresponding character representations. Palette extensions also are provided for data frames using 'pillar'.
Author: Christopher T. Kenny [aut, cre]
Maintainer: Christopher T. Kenny <ctkenny@proton.me>

Diff between palette versions 0.0.2 dated 2024-03-15 and 0.0.3 dated 2025-09-13

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More information about palette at CRAN
Permanent link

Package ggsurvfit updated to version 1.2.0 with previous version 1.1.0 dated 2024-05-08

Title: Flexible Time-to-Event Figures
Description: Ease the creation of time-to-event (i.e. survival) endpoint figures. The modular functions create figures ready for publication. Each of the functions that add to or modify the figure are written as proper 'ggplot2' geoms or stat methods, allowing the functions from this package to be combined with any function or customization from 'ggplot2' and other 'ggplot2' extension packages.
Author: Daniel D. Sjoberg [aut, cre, cph] , Mark Baillie [aut], Charlotta Fruechtenicht [aut] , Steven Haesendonckx [aut] , Tim Treis [aut]
Maintainer: Daniel D. Sjoberg <danield.sjoberg@gmail.com>

Diff between ggsurvfit versions 1.1.0 dated 2024-05-08 and 1.2.0 dated 2025-09-13

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More information about ggsurvfit at CRAN
Permanent link

Package ggside updated to version 0.4.0 with previous version 0.3.2 dated 2025-08-24

Title: Side Grammar Graphics
Description: The grammar of graphics as shown in 'ggplot2' has provided an expressive API for users to build plots. 'ggside' extends 'ggplot2' by allowing users to add graphical information about one of the main panel's axis using a familiar 'ggplot2' style API with tidy data. This package is particularly useful for visualizing metadata on a discrete axis, or summary graphics on a continuous axis such as a boxplot or a density distribution.
Author: Justin Landis [aut, cre]
Maintainer: Justin Landis <jtlandis314@gmail.com>

Diff between ggside versions 0.3.2 dated 2025-08-24 and 0.4.0 dated 2025-09-13

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More information about ggside at CRAN
Permanent link

Package ergMargins updated to version 1.6.1 with previous version 1.6 dated 2025-06-13

Title: Process Analysis for Exponential Random Graph Models
Description: Calculates marginal effects and conducts process analysis in exponential family random graph models (ERGM). Includes functions to conduct mediation and moderation analyses and to diagnose multicollinearity. URL: <https://github.com/sduxbury/ergMargins>. BugReports: <https://github.com/sduxbury/ergMargins/issues>. Duxbury, Scott W (2021) <doi:10.1177/0049124120986178>. Long, J. Scott, and Sarah Mustillo (2018) <doi:10.1177/0049124118799374>. Mize, Trenton D. (2019) <doi:10.15195/v6.a4>. Karlson, Kristian Bernt, Anders Holm, and Richard Breen (2012) <doi:10.1177/0081175012444861>. Duxbury, Scott W (2018) <doi:10.1177/0049124118782543>. Duxbury, Scott W, Jenna Wertsching (2023) <doi:10.1016/j.socnet.2023.02.003>. Huang, Peng, Carter Butts (2023) <doi:10.1016/j.socnet.2023.07.001>.
Author: Scott Duxbury [aut, cre, cph]
Maintainer: Scott Duxbury <duxbury@email.unc.edu>

Diff between ergMargins versions 1.6 dated 2025-06-13 and 1.6.1 dated 2025-09-13

 DESCRIPTION   |    6 +++---
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More information about ergMargins at CRAN
Permanent link

Package crew updated to version 1.3.0 with previous version 1.2.1 dated 2025-06-09

Title: A Distributed Worker Launcher Framework
Description: In computationally demanding analysis projects, statisticians and data scientists asynchronously deploy long-running tasks to distributed systems, ranging from traditional clusters to cloud services. The 'NNG'-powered 'mirai' R package by Gao (2023) <doi:10.5281/zenodo.7912722> is a sleek and sophisticated scheduler that efficiently processes these intense workloads. The 'crew' package extends 'mirai' with a unifying interface for third-party worker launchers. Inspiration also comes from packages. 'future' by Bengtsson (2021) <doi:10.32614/RJ-2021-048>, 'rrq' by FitzJohn and Ashton (2023) <https://github.com/mrc-ide/rrq>, 'clustermq' by Schubert (2019) <doi:10.1093/bioinformatics/btz284>), and 'batchtools' by Lang, Bischel, and Surmann (2017) <doi:10.21105/joss.00135>.
Author: William Michael Landau [aut, cre] , Daniel Woodie [ctb], Eli Lilly and Company [cph, fnd]
Maintainer: William Michael Landau <will.landau.oss@gmail.com>

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Package broom updated to version 1.0.10 with previous version 1.0.9 dated 2025-07-28

Title: Convert Statistical Objects into Tidy Tibbles
Description: Summarizes key information about statistical objects in tidy tibbles. This makes it easy to report results, create plots and consistently work with large numbers of models at once. Broom provides three verbs that each provide different types of information about a model. tidy() summarizes information about model components such as coefficients of a regression. glance() reports information about an entire model, such as goodness of fit measures like AIC and BIC. augment() adds information about individual observations to a dataset, such as fitted values or influence measures.
Author: David Robinson [aut], Alex Hayes [aut] , Simon Couch [aut, cre] , Posit Software, PBC [cph, fnd] , Indrajeet Patil [ctb] , Derek Chiu [ctb], Matthieu Gomez [ctb], Boris Demeshev [ctb], Dieter Menne [ctb], Benjamin Nutter [ctb], Luke Johnston [ctb], B [...truncated...]
Maintainer: Simon Couch <simon.couch@posit.co>

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Package binGroup2 updated to version 1.3.3 with previous version 1.3.1 dated 2023-11-13

Title: Identification and Estimation using Group Testing
Description: Methods for the group testing identification problem: 1) Operating characteristics (e.g., expected number of tests) for commonly used hierarchical and array-based algorithms, and 2) Optimal testing configurations for these same algorithms. Methods for the group testing estimation problem: 1) Estimation and inference procedures for an overall prevalence, and 2) Regression modeling for commonly used hierarchical and array-based algorithms.
Author: Brianna Hitt [aut, cre] , Christopher Bilder [aut] , Frank Schaarschmidt [aut] , Brad Biggerstaff [aut] , Christopher McMahan [aut] , Joshua Tebbs [aut] , Boan Zhang [ctb], Michael Black [ctb], Peijie Hou [ctb], Peng Chen [ctb], Minh Nguyen [ctb]
Maintainer: Brianna Hitt <brianna.hitt@afacademy.af.edu>

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Package antitrust updated to version 0.99.30 with previous version 0.99.29 dated 2025-09-05

Title: Tools for Antitrust Practitioners
Description: A collection of tools for antitrust practitioners, including the ability to calibrate different consumer demand systems and simulate the effects of mergers under different competitive regimes.
Author: Charles Taragin [aut, cre], Michael Sandfort [aut], Shlok Goyal [ctb]
Maintainer: Charles Taragin <ctaragin+antitrustr@gmail.com>

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Package MESS updated to version 0.6.0 with previous version 0.5.12 dated 2023-08-20

Title: Miscellaneous Esoteric Statistical Scripts
Description: A mixed collection of useful and semi-useful diverse statistical functions, some of which may even be referenced in The R Primer book. See Ekstrøm, C. T. (2016). The R Primer. 2nd edition. Chapman & Hall.
Author: Claus Thorn Ekstroem [aut, cre], Niels Aske Lundtorp Olsen [ctb]
Maintainer: Claus Thorn Ekstroem <claus@rprimer.dk>

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 MESS-0.6.0/MESS/man/QIC.Rd                           |    2 
 MESS-0.6.0/MESS/man/auc.Rd                           |    2 
 MESS-0.6.0/MESS/man/bdstat.Rd                        |    2 
 MESS-0.6.0/MESS/man/bees.Rd                          |    2 
 MESS-0.6.0/MESS/man/categorize.Rd                    |    8 
 MESS-0.6.0/MESS/man/clotting.Rd                      |    2 
 MESS-0.6.0/MESS/man/earthquakes.Rd                   |    2 
 MESS-0.6.0/MESS/man/greenland.Rd                     |    2 
 MESS-0.6.0/MESS/man/happiness.Rd                     |    2 
 MESS-0.6.0/MESS/man/icecreamads.Rd                   |    2 
 MESS-0.6.0/MESS/man/kwdata.Rd                        |    2 
 MESS-0.6.0/MESS/man/lifeexpect.Rd                    |    2 
 MESS-0.6.0/MESS/man/matched.Rd                       |    2 
 MESS-0.6.0/MESS/man/nh4.Rd                           |    2 
 MESS-0.6.0/MESS/man/pairwise_distance_correlation.Rd |only
 MESS-0.6.0/MESS/man/picea.Rd                         |    2 
 MESS-0.6.0/MESS/man/qpcr.Rd                          |    2 
 MESS-0.6.0/MESS/man/rainman.Rd                       |    2 
 MESS-0.6.0/MESS/man/smokehealth.Rd                   |    2 
 MESS-0.6.0/MESS/man/soccer.Rd                        |    2 
 MESS-0.6.0/MESS/man/superroot2.Rd                    |    2 
 MESS-0.6.0/MESS/src/Makevars                         |    1 
 MESS-0.6.0/MESS/src/RcppExports.cpp                  |   13 
 MESS-0.6.0/MESS/src/distance_correlation.cpp         |only
 MESS-0.6.0/MESS/src/kstest.cpp                       |    8 
 MESS-0.6.0/MESS/tests/testthat/testpowermcnemar.R    |    4 
 58 files changed, 263 insertions(+), 736 deletions(-)

More information about MESS at CRAN
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