Appendix F — Technical info

F.1 Docker image

A Docker image built from this repository is available here:

👉 ghcr.io/microbiome/oma 🐳

TipGet started now 🎉

You can get access to all the packages used in this book in < 1 minute, using this command in a terminal:

bash
docker run -it ghcr.io/microbiome/oma:devel R

RStudio Server

An RStudio Server instance can be initiated from the Docker image as follows:

bash
docker run \
    --volume <local_folder>:<destination_folder> \
    -e PASSWORD=OMA \
    -p 8787:8787 \
    ghcr.io/microbiome/oma:devel

The initiated RStudio Server instance will be available at https://localhost:8787.

F.2 Session info

sessioninfo::session_info(
    installed.packages()[, "Package"],
    include_base = TRUE
)
##  ─ Session info ────────────────────────────────────────────────────────────
##   setting  value
##   version  R Under development (unstable) (2026-01-25 r89330)
##   os       Ubuntu 24.04.3 LTS
##   system   x86_64, linux-gnu
##   ui       X11
##   language (EN)
##   collate  C
##   ctype    en_US.UTF-8
##   tz       Etc/UTC
##   date     2026-01-29
##   pandoc   3.8.3 @ /usr/bin/ (via rmarkdown)
##   quarto   1.8.25 @ /usr/local/bin/quarto
##  
##  ─ Packages ────────────────────────────────────────────────────────────────
##   package                  * version    date (UTC) lib source
##   abind                      1.4-8      2024-09-12 [2] CRAN (R 4.6.0)
##   additivityTests            1.1-4.2    2024-05-14 [2] CRAN (R 4.6.0)
##   ade4                       1.7-23     2025-02-14 [2] CRAN (R 4.6.0)
##   ALDEx2                     1.43.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   ANCOMBC                    2.13.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   AnnotationDbi              1.73.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   AnnotationHub              4.1.0      2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   ape                        5.8-1      2024-12-16 [2] CRAN (R 4.6.0)
##   aplot                      0.2.9      2025-09-12 [2] CRAN (R 4.6.0)
##   arrayhelpers               1.1-0      2020-02-04 [2] CRAN (R 4.6.0)
##   askpass                    1.2.1      2024-10-04 [2] CRAN (R 4.6.0)
##   assertthat                 0.2.1      2019-03-21 [2] CRAN (R 4.6.0)
##   assorthead                 1.5.8      2026-01-23 [2] Bioconductor 3.23 (R 4.6.0)
##   backports                  1.5.0      2024-05-23 [2] CRAN (R 4.6.0)
##   bartMachine                1.4.1.1    2026-01-20 [2] CRAN (R 4.6.0)
##   bartMachineJARs            1.2.2      2026-01-13 [2] CRAN (R 4.6.0)
##   base                     * 4.6.0      2026-01-26 [3] local
##   base64enc                  0.1-3      2015-07-28 [2] CRAN (R 4.6.0)
##   basilisk                   1.23.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   bayesm                     3.1-7      2025-11-11 [2] CRAN (R 4.6.0)
##   bayesreg                   1.3        2024-09-30 [2] CRAN (R 4.6.0)
##   bayestestR                 0.17.0     2025-08-29 [2] CRAN (R 4.6.0)
##   BBmisc                     1.13.1     2026-01-21 [2] CRAN (R 4.6.0)
##   beachmat                   2.27.2     2026-01-13 [2] Bioconductor 3.23 (R 4.6.0)
##   beeswarm                   0.4.0      2021-06-01 [2] CRAN (R 4.6.0)
##   BH                         1.90.0-1   2025-12-14 [2] CRAN (R 4.6.0)
##   biclust                    2.0.3.1    2023-05-19 [2] CRAN (R 4.6.0)
##   bigD                       0.3.1      2025-04-03 [2] CRAN (R 4.6.0)
##   Biobase                    2.71.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocBaseUtils              1.13.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocBook                   1.9.0      2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocFileCache              3.1.0      2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocGenerics               0.57.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocManager                1.30.27    2025-11-14 [2] CRAN (R 4.6.0)
##   BiocNeighbors              2.5.2      2026-01-21 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocParallel               1.45.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocSingular               1.27.1     2025-11-17 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocStyle                  2.39.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   BiocVersion                3.23.1     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   biomformat                 1.39.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   Biostrings                 2.79.4     2026-01-07 [2] Bioconductor 3.23 (R 4.6.0)
##   bit                        4.6.0      2025-03-06 [2] CRAN (R 4.6.0)
##   bit64                      4.6.0-1    2025-01-16 [2] CRAN (R 4.6.0)
##   bitops                     1.0-9      2024-10-03 [2] CRAN (R 4.6.0)
##   blob                       1.3.0      2026-01-14 [2] CRAN (R 4.6.0)
##   bluster                    1.21.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   bookdown                   0.46       2025-12-05 [2] CRAN (R 4.6.0)
##   boot                       1.3-32     2025-08-29 [3] CRAN (R 4.6.0)
##   brew                       1.0-10     2023-12-16 [2] CRAN (R 4.6.0)
##   brio                       1.1.5      2024-04-24 [2] CRAN (R 4.6.0)
##   broom                      1.0.12     2026-01-27 [2] CRAN (R 4.6.0)
##   bslib                      0.10.0     2026-01-26 [2] CRAN (R 4.6.0)
##   ca                         0.71.1     2020-01-24 [2] CRAN (R 4.6.0)
##   cachem                     1.1.0      2024-05-16 [2] CRAN (R 4.6.0)
##   Cairo                      1.7-0      2025-10-29 [2] CRAN (R 4.6.0)
##   callr                      3.7.6      2024-03-25 [2] CRAN (R 4.6.0)
##   car                        3.1-3      2024-09-27 [2] CRAN (R 4.6.0)
##   carData                    3.0-5      2022-01-06 [2] CRAN (R 4.6.0)
##   caret                      7.0-1      2024-12-10 [2] CRAN (R 4.6.0)
##   caTools                    1.18.3     2024-09-04 [2] CRAN (R 4.6.0)
##   cellranger                 1.1.0      2016-07-27 [2] CRAN (R 4.6.0)
##   checkmate                  2.3.3      2025-08-18 [2] CRAN (R 4.6.0)
##   cigarillo                  1.1.0      2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   circlize                   0.4.17     2025-12-08 [2] CRAN (R 4.6.0)
##   class                      7.3-23     2025-01-01 [3] CRAN (R 4.6.0)
##   cli                        3.6.5      2025-04-23 [2] CRAN (R 4.6.0)
##   clipr                      0.8.0      2022-02-22 [2] CRAN (R 4.6.0)
##   clock                      0.7.4      2026-01-13 [2] CRAN (R 4.6.0)
##   clue                       0.3-66     2024-11-13 [2] CRAN (R 4.6.0)
##   cluster                    2.1.8.1    2025-03-12 [3] CRAN (R 4.6.0)
##   cobiclust                  0.1.2      2024-02-16 [2] CRAN (R 4.6.0)
##   coda                       0.19-4.1   2024-01-31 [2] CRAN (R 4.6.0)
##   CodeDepends                0.6.6      2024-04-07 [2] CRAN (R 4.6.0)
##   codetools                  0.2-20     2024-03-31 [3] CRAN (R 4.6.0)
##   colorspace                 2.1-2      2025-09-22 [2] CRAN (R 4.6.0)
##   colourpicker               1.3.0      2023-08-21 [2] CRAN (R 4.6.0)
##   commonmark                 2.0.0      2025-07-07 [2] CRAN (R 4.6.0)
##   compiler                   4.6.0      2026-01-26 [3] local
##   ComplexHeatmap             2.27.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   compositions               2.0-9      2025-08-21 [2] CRAN (R 4.6.0)
##   conflicted                 1.2.0      2023-02-01 [2] CRAN (R 4.6.0)
##   corpcor                    1.6.10     2021-09-16 [2] CRAN (R 4.6.0)
##   corrplot                   0.95       2024-10-14 [2] CRAN (R 4.6.0)
##   cowplot                    1.2.0      2025-07-07 [2] CRAN (R 4.6.0)
##   cpp11                      0.5.3      2026-01-20 [2] CRAN (R 4.6.0)
##   crayon                     1.5.3      2024-06-20 [2] CRAN (R 4.6.0)
##   credentials                2.0.3      2025-09-12 [2] CRAN (R 4.6.0)
##   crosstalk                  1.2.2      2025-08-26 [2] CRAN (R 4.6.0)
##   cubature                   2.1.4-1    2025-11-22 [2] CRAN (R 4.6.0)
##   curatedMetagenomicData     3.19.0     2025-11-04 [2] Bioconductor 3.23 (R 4.6.0)
##   curl                       7.0.0      2025-08-19 [2] CRAN (R 4.6.0)
##   cvAUC                      1.1.4      2022-01-17 [2] CRAN (R 4.6.0)
##   CVXR                       1.0-15     2024-11-07 [2] CRAN (R 4.6.0)
##   dada2                      1.39.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   dagitty                    0.3-4      2023-12-07 [2] CRAN (R 4.6.0)
##   data.table                 1.18.2.1   2026-01-27 [2] CRAN (R 4.6.0)
##   datasets                 * 4.6.0      2026-01-26 [3] local
##   datawizard                 1.3.0      2025-10-11 [2] CRAN (R 4.6.0)
##   DBI                        1.2.3      2024-06-02 [2] CRAN (R 4.6.0)
##   dbplyr                     2.5.1      2025-09-10 [2] CRAN (R 4.6.0)
##   DECIPHER                   3.7.0      2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   decontam                   1.31.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   DelayedArray               0.37.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   DelayedMatrixStats         1.33.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   deldir                     2.0-4      2024-02-28 [2] CRAN (R 4.6.0)
##   dendextend                 1.19.1     2025-07-15 [2] CRAN (R 4.6.0)
##   DEoptimR                   1.1-4      2025-07-27 [2] CRAN (R 4.6.0)
##   Deriv                      4.2.0      2025-06-20 [2] CRAN (R 4.6.0)
##   desc                       1.4.3      2023-12-10 [2] CRAN (R 4.6.0)
##   DescTools                  0.99.60    2025-03-28 [2] CRAN (R 4.6.0)
##   devtools                   2.4.6      2025-10-03 [2] CRAN (R 4.6.0)
##   diagram                    1.6.5      2020-09-30 [2] CRAN (R 4.6.0)
##   diffobj                    0.3.6      2025-04-21 [2] CRAN (R 4.6.0)
##   digest                     0.6.39     2025-11-19 [2] CRAN (R 4.6.0)
##   dir.expiry                 1.19.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   directlabels               2025.6.24  2025-06-24 [2] CRAN (R 4.6.0)
##   DirichletMultinomial       1.53.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   distributional             0.6.0      2026-01-14 [2] CRAN (R 4.6.0)
##   doBy                       4.7.1      2025-12-02 [2] CRAN (R 4.6.0)
##   docopt                     0.7.2      2025-03-25 [2] CRAN (R 4.6.0)
##   doFuture                   1.2.0      2026-01-15 [2] CRAN (R 4.6.0)
##   doParallel                 1.0.17     2022-02-07 [2] CRAN (R 4.6.0)
##   doRNG                      1.8.6.2    2025-04-02 [2] CRAN (R 4.6.0)
##   doSNOW                     1.0.20     2022-02-04 [2] CRAN (R 4.6.0)
##   downlit                    0.4.5      2025-11-14 [2] CRAN (R 4.6.0)
##   dplyr                      1.1.4      2023-11-17 [2] CRAN (R 4.6.0)
##   dqrng                      0.4.1      2024-05-28 [2] CRAN (R 4.6.0)
##   DT                         0.34.0     2025-09-02 [2] CRAN (R 4.6.0)
##   dtplyr                     1.3.2      2025-09-10 [2] CRAN (R 4.6.0)
##   dynamicTreeCut             1.63-1     2016-03-11 [2] CRAN (R 4.6.0)
##   e1071                      1.7-17     2025-12-18 [2] CRAN (R 4.6.0)
##   ecodive                    2.2.2      2026-01-16 [2] CRAN (R 4.6.0)
##   ECOSolveR                  0.5.5      2023-05-15 [2] CRAN (R 4.6.0)
##   egg                        0.4.5      2019-07-13 [2] CRAN (R 4.6.0)
##   ellipse                    0.5.0      2023-07-20 [2] CRAN (R 4.6.0)
##   ellipsis                   0.3.2      2021-04-29 [2] CRAN (R 4.6.0)
##   emmeans                    2.0.1      2025-12-16 [2] CRAN (R 4.6.0)
##   energy                     1.7-12     2024-08-24 [2] CRAN (R 4.6.0)
##   estimability               1.5.1      2024-05-12 [2] CRAN (R 4.6.0)
##   evaluate                   1.0.5      2025-08-27 [2] CRAN (R 4.6.0)
##   Exact                      3.3        2024-07-21 [2] CRAN (R 4.6.0)
##   ExperimentHub              3.1.0      2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   expm                       1.0-0      2024-08-19 [2] CRAN (R 4.6.0)
##   factoextra                 1.0.7      2020-04-01 [2] CRAN (R 4.6.0)
##   FactoMineR                 2.13       2026-01-12 [2] CRAN (R 4.6.0)
##   fansi                      1.0.7      2025-11-19 [2] CRAN (R 4.6.0)
##   farver                     2.1.2      2024-05-13 [2] CRAN (R 4.6.0)
##   fastcluster                1.3.0      2025-05-07 [2] CRAN (R 4.6.0)
##   fastmap                    1.2.0      2024-05-15 [2] CRAN (R 4.6.0)
##   fastmatch                  1.1-8      2026-01-17 [2] CRAN (R 4.6.0)
##   fBasics                    4052.98    2025-12-07 [2] CRAN (R 4.6.0)
##   fdrtool                    1.2.18     2024-08-20 [2] CRAN (R 4.6.0)
##   fido                       1.1.2      2025-02-27 [2] CRAN (R 4.6.0)
##   filelock                   1.0.3      2023-12-11 [2] CRAN (R 4.6.0)
##   filematrix                 1.3        2018-02-27 [2] CRAN (R 4.6.0)
##   flashClust                 1.01-2     2012-08-21 [2] CRAN (R 4.6.0)
##   flexclust                  1.5.0      2025-02-28 [2] CRAN (R 4.6.0)
##   fMultivar                  4031.84    2023-07-11 [2] CRAN (R 4.6.0)
##   FNN                        1.1.4.1    2024-09-22 [2] CRAN (R 4.6.0)
##   fontawesome                0.5.3      2024-11-16 [2] CRAN (R 4.6.0)
##   fontBitstreamVera          0.1.1      2017-02-01 [2] CRAN (R 4.6.0)
##   fontLiberation             0.1.0      2016-10-15 [2] CRAN (R 4.6.0)
##   fontquiver                 0.2.1      2017-02-01 [2] CRAN (R 4.6.0)
##   forcats                    1.0.1      2025-09-25 [2] CRAN (R 4.6.0)
##   foreach                    1.5.2      2022-02-02 [2] CRAN (R 4.6.0)
##   forecast                   9.0.0      2026-01-11 [2] CRAN (R 4.6.0)
##   foreign                    0.8-90     2025-03-31 [3] CRAN (R 4.6.0)
##   formatR                    1.14       2023-01-17 [2] CRAN (R 4.6.0)
##   Formula                    1.2-5      2023-02-24 [2] CRAN (R 4.6.0)
##   formula.tools              1.7.1      2018-03-01 [2] CRAN (R 4.6.0)
##   fracdiff                   1.5-3      2024-02-01 [2] CRAN (R 4.6.0)
##   fs                         1.6.6      2025-04-12 [2] CRAN (R 4.6.0)
##   futile.logger              1.4.9      2025-12-29 [2] CRAN (R 4.6.0)
##   futile.options             1.0.1      2018-04-20 [2] CRAN (R 4.6.0)
##   future                     1.69.0     2026-01-16 [2] CRAN (R 4.6.0)
##   future.apply               1.20.1     2025-12-09 [2] CRAN (R 4.6.0)
##   gam                        1.22-7     2025-12-10 [2] CRAN (R 4.6.0)
##   gargle                     1.6.1      2026-01-29 [2] CRAN (R 4.6.0)
##   gclus                      1.3.3      2025-03-28 [2] CRAN (R 4.6.0)
##   gdtools                    0.4.4      2025-10-06 [2] CRAN (R 4.6.0)
##   generics                   0.1.4      2025-05-09 [2] CRAN (R 4.6.0)
##   GenomicAlignments          1.47.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   GenomicRanges              1.63.1     2025-12-08 [2] Bioconductor 3.23 (R 4.6.0)
##   geometry                   0.5.2      2025-02-08 [2] CRAN (R 4.6.0)
##   gert                       2.3.1      2026-01-11 [2] CRAN (R 4.6.0)
##   getopt                     1.20.4     2023-10-01 [2] CRAN (R 4.6.0)
##   GetoptLong                 1.1.0      2025-11-28 [2] CRAN (R 4.6.0)
##   ggbeeswarm                 0.7.3      2025-11-29 [2] CRAN (R 4.6.0)
##   ggdag                      0.2.13     2024-07-22 [2] CRAN (R 4.6.0)
##   ggdist                     3.3.3      2025-04-23 [2] CRAN (R 4.6.0)
##   ggExtra                    0.11.0     2025-09-01 [2] CRAN (R 4.6.0)
##   ggforce                    0.5.0      2025-06-18 [2] CRAN (R 4.6.0)
##   ggfun                      0.2.0      2025-07-15 [2] CRAN (R 4.6.0)
##   ggiraph                    0.9.3      2026-01-19 [2] CRAN (R 4.6.0)
##   ggnewscale                 0.5.2      2025-06-20 [2] CRAN (R 4.6.0)
##   ggplot2                    4.0.1      2025-11-14 [2] CRAN (R 4.6.0)
##   ggplotify                  0.1.3      2025-09-20 [2] CRAN (R 4.6.0)
##   ggpubr                     0.6.2      2025-10-17 [2] CRAN (R 4.6.0)
##   ggraph                     2.2.2      2025-08-24 [2] CRAN (R 4.6.0)
##   ggrastr                    1.0.2      2023-06-01 [2] CRAN (R 4.6.0)
##   ggrepel                    0.9.6      2024-09-07 [2] CRAN (R 4.6.0)
##   ggsci                      4.2.0      2025-12-17 [2] CRAN (R 4.6.0)
##   ggsignif                   0.6.4      2022-10-13 [2] CRAN (R 4.6.0)
##   ggtree                     4.1.1      2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   gh                         1.5.0      2025-05-26 [2] CRAN (R 4.6.0)
##   gitcreds                   0.1.2      2022-09-08 [2] CRAN (R 4.6.0)
##   glasso                     1.11       2019-10-01 [2] CRAN (R 4.6.0)
##   gld                        2.6.8      2025-09-14 [2] CRAN (R 4.6.0)
##   glmnet                     4.1-10     2025-07-17 [2] CRAN (R 4.6.0)
##   GlobalOptions              0.1.3      2025-11-28 [2] CRAN (R 4.6.0)
##   globals                    0.18.0     2025-05-08 [2] CRAN (R 4.6.0)
##   glue                       1.8.0      2024-09-30 [2] CRAN (R 4.6.0)
##   gmp                        0.7-5      2024-08-23 [2] CRAN (R 4.6.0)
##   GO.db                      3.22.0     2025-12-12 [2] Bioconductor
##   googledrive                2.1.2      2025-09-10 [2] CRAN (R 4.6.0)
##   googlesheets4              1.1.2      2025-09-03 [2] CRAN (R 4.6.0)
##   gower                      1.0.2      2024-12-17 [2] CRAN (R 4.6.0)
##   GPArotation                2025.3-1   2025-04-12 [2] CRAN (R 4.6.0)
##   gplots                     3.3.0      2025-11-30 [2] CRAN (R 4.6.0)
##   graph                      1.89.1     2025-12-02 [2] Bioconductor 3.23 (R 4.6.0)
##   graphics                 * 4.6.0      2026-01-26 [3] local
##   graphlayouts               1.2.2      2025-01-23 [2] CRAN (R 4.6.0)
##   grDevices                * 4.6.0      2026-01-26 [3] local
##   grid                       4.6.0      2026-01-26 [3] local
##   gridBase                   0.4-7      2014-02-24 [2] CRAN (R 4.6.0)
##   gridExtra                  2.3        2017-09-09 [2] CRAN (R 4.6.0)
##   gridGraphics               0.5-1      2020-12-13 [2] CRAN (R 4.6.0)
##   gsEasy                     1.5        2024-02-20 [2] CRAN (R 4.6.0)
##   gsl                        2.1-9      2025-11-10 [2] CRAN (R 4.6.0)
##   gss                        2.2-10     2025-11-19 [2] CRAN (R 4.6.0)
##   gt                         1.3.0      2026-01-22 [2] CRAN (R 4.6.0)
##   gtable                     0.3.6      2024-10-25 [2] CRAN (R 4.6.0)
##   gtools                     3.9.5      2023-11-20 [2] CRAN (R 4.6.0)
##   h5mread                    1.3.1      2025-11-21 [2] Bioconductor 3.23 (R 4.6.0)
##   hardhat                    1.4.2      2025-08-20 [2] CRAN (R 4.6.0)
##   haven                      2.5.5      2025-05-30 [2] CRAN (R 4.6.0)
##   HDF5Array                  1.39.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   heatmaply                  1.6.0      2025-07-12 [2] CRAN (R 4.6.0)
##   here                       1.0.2      2025-09-15 [2] CRAN (R 4.6.0)
##   highr                      0.11       2024-05-26 [2] CRAN (R 4.6.0)
##   Hmisc                      5.2-5      2026-01-09 [2] CRAN (R 4.6.0)
##   hms                        1.1.4      2025-10-17 [2] CRAN (R 4.6.0)
##   htmlTable                  2.4.3      2024-07-21 [2] CRAN (R 4.6.0)
##   htmltools                  0.5.9      2025-12-04 [2] CRAN (R 4.6.0)
##   htmlwidgets                1.6.4      2023-12-06 [2] CRAN (R 4.6.0)
##   httpuv                     1.6.16     2025-04-16 [2] CRAN (R 4.6.0)
##   httr                       1.4.7      2023-08-15 [2] CRAN (R 4.6.0)
##   httr2                      1.2.2      2025-12-08 [2] CRAN (R 4.6.0)
##   huge                       1.3.5      2021-06-30 [2] CRAN (R 4.6.0)
##   hwriter                    1.3.2.1    2022-04-08 [2] CRAN (R 4.6.0)
##   ids                        1.0.1      2017-05-31 [2] CRAN (R 4.6.0)
##   igraph                     2.2.1      2025-10-27 [2] CRAN (R 4.6.0)
##   impute                     1.85.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   ini                        0.3.1      2018-05-20 [2] CRAN (R 4.6.0)
##   insight                    1.4.5      2026-01-26 [2] CRAN (R 4.6.0)
##   interp                     1.1-6      2024-01-26 [2] CRAN (R 4.6.0)
##   ipred                      0.9-15     2024-07-18 [2] CRAN (R 4.6.0)
##   IRanges                    2.45.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   irlba                      2.3.5.1    2022-10-03 [2] CRAN (R 4.6.0)
##   isoband                    0.3.0      2025-12-07 [2] CRAN (R 4.6.0)
##   iterators                  1.0.14     2022-02-05 [2] CRAN (R 4.6.0)
##   itertools                  0.1-3      2014-03-12 [2] CRAN (R 4.6.0)
##   janeaustenr                1.0.0      2022-08-26 [2] CRAN (R 4.6.0)
##   jomo                       2.7-6      2023-04-15 [2] CRAN (R 4.6.0)
##   jpeg                       0.1-11     2025-03-21 [2] CRAN (R 4.6.0)
##   jquerylib                  0.1.4      2021-04-26 [2] CRAN (R 4.6.0)
##   jsonlite                   2.0.0      2025-03-27 [2] CRAN (R 4.6.0)
##   juicyjuice                 0.1.0      2022-11-10 [2] CRAN (R 4.6.0)
##   KEGGREST                   1.51.1     2025-11-17 [2] Bioconductor 3.23 (R 4.6.0)
##   kernlab                    0.9-33     2024-08-13 [2] CRAN (R 4.6.0)
##   KernSmooth                 2.23-26    2025-01-01 [3] CRAN (R 4.6.0)
##   knitr                      1.51       2025-12-20 [2] CRAN (R 4.6.0)
##   labeling                   0.4.3      2023-08-29 [2] CRAN (R 4.6.0)
##   lambda.r                   1.2.4      2019-09-18 [2] CRAN (R 4.6.0)
##   latentcor                  2.0.2      2025-11-26 [2] CRAN (R 4.6.0)
##   later                      1.4.5      2026-01-08 [2] CRAN (R 4.6.0)
##   lattice                    0.22-7     2025-04-02 [3] CRAN (R 4.6.0)
##   latticeExtra               0.6-31     2025-09-10 [2] CRAN (R 4.6.0)
##   lava                       1.8.2      2025-10-30 [2] CRAN (R 4.6.0)
##   lavaan                     0.6-21     2025-12-21 [2] CRAN (R 4.6.0)
##   lazyeval                   0.2.2      2019-03-15 [2] CRAN (R 4.6.0)
##   leaps                      3.2        2024-06-10 [2] CRAN (R 4.6.0)
##   lhs                        1.2.0      2024-06-30 [2] CRAN (R 4.6.0)
##   lifecycle                  1.0.5      2026-01-08 [2] CRAN (R 4.6.0)
##   limma                      3.67.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   linprog                    0.9-6      2026-01-19 [2] CRAN (R 4.6.0)
##   listenv                    0.10.0     2025-11-02 [2] CRAN (R 4.6.0)
##   litedown                   0.9        2025-12-18 [2] CRAN (R 4.6.0)
##   littler                    0.3.21     2025-03-25 [2] CRAN (R 4.6.0)
##   lme4                       1.1-38     2025-12-02 [2] CRAN (R 4.6.0)
##   lmerTest                   3.2-0      2026-01-13 [2] CRAN (R 4.6.0)
##   lmom                       3.2        2024-09-30 [2] CRAN (R 4.6.0)
##   lmtest                     0.9-40     2022-03-21 [2] CRAN (R 4.6.0)
##   logging                    0.10-108   2019-07-14 [2] CRAN (R 4.6.0)
##   logistf                    1.26.1     2025-04-16 [2] CRAN (R 4.6.0)
##   lpSolve                    5.6.23     2024-12-14 [2] CRAN (R 4.6.0)
##   lubridate                  1.9.4      2024-12-08 [2] CRAN (R 4.6.0)
##   maaslin3                   1.3.0      2025-11-03 [2] Bioconductor 3.23 (R 4.6.0)
##   magic                      1.6-1      2022-11-16 [2] CRAN (R 4.6.0)
##   magrittr                   2.0.4      2025-09-12 [2] CRAN (R 4.6.0)
##   markdown                   2.0        2025-03-23 [2] CRAN (R 4.6.0)
##   MASS                       7.3-65     2025-02-28 [3] CRAN (R 4.6.0)
##   Matrix                     1.7-4      2025-08-28 [3] CRAN (R 4.6.0)
##   MatrixGenerics             1.23.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   MatrixModels               0.5-4      2025-03-26 [2] CRAN (R 4.6.0)
##   matrixStats                1.5.0      2025-01-07 [2] CRAN (R 4.6.0)
##   mediation                  4.5.1      2025-06-07 [2] CRAN (R 4.6.0)
##   memoise                    2.0.1      2021-11-26 [2] CRAN (R 4.6.0)
##   methods                  * 4.6.0      2026-01-26 [3] local
##   mgcv                       1.9-4      2025-11-07 [3] CRAN (R 4.6.0)
##   mia                        1.19.2     2025-12-09 [2] Bioconductor 3.23 (R 4.6.0)
##   miaTime                    1.1.0      2025-11-03 [2] Bioconductor 3.23 (R 4.6.0)
##   miaViz                     1.19.1     2025-11-09 [2] Bioconductor 3.23 (R 4.6.0)
##   mice                       3.19.0     2025-12-10 [2] CRAN (R 4.6.0)
##   microbenchmark             1.5.0      2024-09-04 [2] CRAN (R 4.6.0)
##   microbiome                 1.33.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   microbiomeDataSets         1.19.0     2025-11-04 [2] Bioconductor 3.23 (R 4.6.0)
##   MicrobiomeStat             1.3        2026-01-09 [2] CRAN (R 4.6.0)
##   mikropml                   1.7.0      2025-10-29 [2] CRAN (R 4.6.0)
##   mime                       0.13       2025-03-17 [2] CRAN (R 4.6.0)
##   miniUI                     0.1.2      2025-04-17 [2] CRAN (R 4.6.0)
##   minqa                      1.2.8      2024-08-17 [2] CRAN (R 4.6.0)
##   missForest                 1.6.1      2025-10-26 [2] CRAN (R 4.6.0)
##   mitml                      0.4-5      2023-03-08 [2] CRAN (R 4.6.0)
##   mixedCCA                   1.6.3      2025-11-18 [2] CRAN (R 4.6.0)
##   MLmetrics                  1.1.3      2024-04-13 [2] CRAN (R 4.6.0)
##   mlr                        2.19.3     2025-08-22 [2] CRAN (R 4.6.0)
##   mlrMBO                     1.1.5.1    2022-07-04 [2] CRAN (R 4.6.0)
##   mnormt                     2.1.2      2026-01-27 [2] CRAN (R 4.6.0)
##   modeest                    2.4.0      2019-11-18 [2] CRAN (R 4.6.0)
##   ModelMetrics               1.2.2.2    2020-03-17 [2] CRAN (R 4.6.0)
##   modelr                     0.1.11     2023-03-22 [2] CRAN (R 4.6.0)
##   modeltools                 0.2-24     2025-05-02 [2] CRAN (R 4.6.0)
##   MOFA2                      1.21.3     2026-01-21 [2] Bioconductor 3.23 (R 4.6.0)
##   multcomp                   1.4-29     2025-10-20 [2] CRAN (R 4.6.0)
##   multcompView               0.1-10     2024-03-08 [2] CRAN (R 4.6.0)
##   MultiAssayExperiment       1.37.2     2025-11-16 [2] Bioconductor 3.23 (R 4.6.0)
##   multiview                  0.8        2023-03-31 [2] CRAN (R 4.6.0)
##   multtest                   2.67.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   mvtnorm                    1.3-3      2025-01-10 [2] CRAN (R 4.6.0)
##   NbClust                    3.0.1      2022-05-02 [2] CRAN (R 4.6.0)
##   NetCoMi                    1.2.0      2026-01-29 [2] Github (stefpeschel/NetCoMi@3b8de20)
##   nlme                       3.1-168    2025-03-31 [3] CRAN (R 4.6.0)
##   nloptr                     2.2.1      2025-03-17 [2] CRAN (R 4.6.0)
##   NMF                        0.28       2024-08-22 [2] CRAN (R 4.6.0)
##   nnet                       7.3-20     2025-01-01 [3] CRAN (R 4.6.0)
##   nnls                       1.6        2024-10-23 [2] CRAN (R 4.6.0)
##   numDeriv                   2016.8-1.1 2019-06-06 [2] CRAN (R 4.6.0)
##   OMA                        0.98.54    2026-01-29 [1] Bioconductor
##   ontologyIndex              2.12       2024-02-27 [2] CRAN (R 4.6.0)
##   openssl                    2.3.4      2025-09-30 [2] CRAN (R 4.6.0)
##   operator.tools             1.6.3.1    2026-01-29 [2] CRAN (R 4.6.0)
##   optparse                   1.7.5      2024-04-16 [2] CRAN (R 4.6.0)
##   orca                       1.1-3      2024-09-20 [2] CRAN (R 4.6.0)
##   ordinal                    2025.12-29 2026-01-10 [2] CRAN (R 4.6.0)
##   osqp                       0.6.3.3    2024-06-08 [2] CRAN (R 4.6.0)
##   otel                       0.2.0      2025-08-29 [2] CRAN (R 4.6.0)
##   pak                        0.9.2      2025-12-22 [2] CRAN (R 4.6.0)
##   pan                        1.9        2023-12-07 [2] CRAN (R 4.6.0)
##   parallel                   4.6.0      2026-01-26 [3] local
##   parallelly                 1.46.1     2026-01-08 [2] CRAN (R 4.6.0)
##   parallelMap                1.5.1      2021-06-28 [2] CRAN (R 4.6.0)
##   ParamHelpers               1.14.2     2025-01-09 [2] CRAN (R 4.6.0)
##   patchwork                  1.3.2      2025-08-25 [2] CRAN (R 4.6.0)
##   pbapply                    1.7-4      2025-07-20 [2] CRAN (R 4.6.0)
##   pbivnorm                   0.6.0      2015-01-23 [2] CRAN (R 4.6.0)
##   pbkrtest                   0.5.5      2025-07-18 [2] CRAN (R 4.6.0)
##   pcaPP                      2.0-5      2024-08-19 [2] CRAN (R 4.6.0)
##   performance                0.15.3     2025-12-01 [2] CRAN (R 4.6.0)
##   permute                    0.9-8      2025-06-25 [2] CRAN (R 4.6.0)
##   pgdraw                     1.1        2019-02-19 [2] CRAN (R 4.6.0)
##   phangorn                   2.12.1     2024-09-17 [2] CRAN (R 4.6.0)
##   pheatmap                   1.0.13     2025-06-05 [2] CRAN (R 4.6.0)
##   philr                      1.37.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   phyloseq                   1.55.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   pillar                     1.11.1     2025-09-17 [2] CRAN (R 4.6.0)
##   pixmap                     0.4-14     2025-07-26 [2] CRAN (R 4.6.0)
##   pkgbuild                   1.4.8      2025-05-26 [2] CRAN (R 4.6.0)
##   pkgconfig                  2.0.3      2019-09-22 [2] CRAN (R 4.6.0)
##   pkgdown                    2.2.0      2025-11-06 [2] CRAN (R 4.6.0)
##   pkgload                    1.4.1      2025-09-23 [2] CRAN (R 4.6.0)
##   plogr                      0.2.0      2018-03-25 [2] CRAN (R 4.6.0)
##   plotly                     4.12.0     2026-01-24 [2] CRAN (R 4.6.0)
##   plyr                       1.8.9      2023-10-02 [2] CRAN (R 4.6.0)
##   png                        0.1-8      2022-11-29 [2] CRAN (R 4.6.0)
##   polspline                  1.1.25     2024-05-10 [2] CRAN (R 4.6.0)
##   polyclip                   1.10-7     2024-07-23 [2] CRAN (R 4.6.0)
##   polynom                    1.4-1      2022-04-11 [2] CRAN (R 4.6.0)
##   posterior                  1.6.1      2025-02-27 [2] CRAN (R 4.6.0)
##   praise                     1.0.0      2015-08-11 [2] CRAN (R 4.6.0)
##   prediction                 0.3.18     2024-06-11 [2] CRAN (R 4.6.0)
##   preprocessCore             1.73.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   prettyunits                1.2.0      2023-09-24 [2] CRAN (R 4.6.0)
##   pROC                       1.19.0.1   2025-07-31 [2] CRAN (R 4.6.0)
##   processx                   3.8.6      2025-02-21 [2] CRAN (R 4.6.0)
##   prodlim                    2025.04.28 2025-04-28 [2] CRAN (R 4.6.0)
##   profvis                    0.4.0      2024-09-20 [2] CRAN (R 4.6.0)
##   progress                   1.2.3      2023-12-06 [2] CRAN (R 4.6.0)
##   progressr                  0.18.0     2025-11-06 [2] CRAN (R 4.6.0)
##   promises                   1.5.0      2025-11-01 [2] CRAN (R 4.6.0)
##   proxy                      0.4-29     2025-12-29 [2] CRAN (R 4.6.0)
##   ps                         1.9.1      2025-04-12 [2] CRAN (R 4.6.0)
##   psych                      2.5.6      2025-06-23 [2] CRAN (R 4.6.0)
##   pulsar                     0.3.11     2023-09-24 [2] CRAN (R 4.6.0)
##   purrr                      1.2.1      2026-01-09 [2] CRAN (R 4.6.0)
##   pwalign                    1.7.0      2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   qap                        0.1-2      2022-06-27 [2] CRAN (R 4.6.0)
##   qgraph                     1.9.8      2023-11-03 [2] CRAN (R 4.6.0)
##   quadprog                   1.5-8      2019-11-20 [2] CRAN (R 4.6.0)
##   quantmod                   0.4.28     2025-06-19 [2] CRAN (R 4.6.0)
##   quantreg                   6.1        2025-03-10 [2] CRAN (R 4.6.0)
##   quarto                     1.5.1      2025-09-04 [2] CRAN (R 4.6.0)
##   R6                         2.6.1      2025-02-15 [2] CRAN (R 4.6.0)
##   ragg                       1.5.0      2025-09-02 [2] CRAN (R 4.6.0)
##   randomcoloR                1.1.0.1    2019-11-24 [2] CRAN (R 4.6.0)
##   randomForest               4.7-1.2    2024-09-22 [2] CRAN (R 4.6.0)
##   ranger                     0.18.0     2026-01-16 [2] CRAN (R 4.6.0)
##   rappdirs                   0.3.4      2026-01-17 [2] CRAN (R 4.6.0)
##   rbibutils                  2.4.1      2026-01-21 [2] CRAN (R 4.6.0)
##   rcmdcheck                  1.4.0      2021-09-27 [2] CRAN (R 4.6.0)
##   RColorBrewer               1.1-3      2022-04-03 [2] CRAN (R 4.6.0)
##   Rcpp                       1.1.1      2026-01-10 [2] CRAN (R 4.6.0)
##   RcppAnnoy                  0.0.23     2026-01-12 [2] CRAN (R 4.6.0)
##   RcppArmadillo              15.2.3-1   2025-12-17 [2] CRAN (R 4.6.0)
##   RcppEigen                  0.3.4.0.2  2024-08-24 [2] CRAN (R 4.6.0)
##   RcppGSL                    0.3.13     2023-01-13 [2] CRAN (R 4.6.0)
##   RcppML                     0.3.7      2021-09-21 [2] CRAN (R 4.6.0)
##   RcppNumerical              0.6-0      2023-09-06 [2] CRAN (R 4.6.0)
##   RcppParallel               5.1.11-1   2025-08-27 [2] CRAN (R 4.6.0)
##   RcppProgress               0.4.2      2020-02-06 [2] CRAN (R 4.6.0)
##   RcppTOML                   0.2.3      2025-03-08 [2] CRAN (R 4.6.0)
##   RcppZiggurat               0.1.8      2025-03-30 [2] CRAN (R 4.6.0)
##   Rdpack                     2.6.5      2026-01-23 [2] CRAN (R 4.6.0)
##   reactable                  0.4.5      2025-12-01 [2] CRAN (R 4.6.0)
##   reactR                     0.6.1      2024-09-14 [2] CRAN (R 4.6.0)
##   readr                      2.1.6      2025-11-14 [2] CRAN (R 4.6.0)
##   readxl                     1.4.5      2025-03-07 [2] CRAN (R 4.6.0)
##   rebook                     1.21.0     2025-11-02 [2] Bioconductor 3.23 (R 4.6.0)
##   recipes                    1.3.1      2025-05-21 [2] CRAN (R 4.6.0)
##   reformulas                 0.4.3.1    2026-01-08 [2] CRAN (R 4.6.0)
##   registry                   0.5-1      2019-03-05 [2] CRAN (R 4.6.0)
##   rematch                    2.0.0      2023-08-30 [2] CRAN (R 4.6.0)
##   rematch2                   2.1.2      2020-05-01 [2] CRAN (R 4.6.0)
##   remotes                    2.5.0      2024-03-17 [2] CRAN (R 4.6.0)
##   renv                       1.1.7      2026-01-27 [2] CRAN (R 4.6.0)
##   reprex                     2.1.1      2024-07-06 [2] CRAN (R 4.6.0)
##   reshape2                   1.4.5      2025-11-12 [2] CRAN (R 4.6.0)
##   reticulate                 1.44.1     2025-11-14 [2] CRAN (R 4.6.0)
##   Rfast                      2.1.5.2    2025-10-10 [2] CRAN (R 4.6.0)
##   rgl                        1.3.31     2025-11-14 [2] CRAN (R 4.6.0)
##   rhdf5                      2.55.12    2025-12-10 [2] Bioconductor 3.23 (R 4.6.0)
##   rhdf5filters               1.23.3     2025-12-07 [2] Bioconductor 3.23 (R 4.6.0)
##   Rhdf5lib                   1.33.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   Rhtslib                    3.7.0      2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   rJava                      1.0-14     2026-01-20 [2] CRAN (R 4.6.0)
##   rjson                      0.2.23     2024-09-16 [2] CRAN (R 4.6.0)
##   rlang                      1.1.7      2026-01-09 [2] CRAN (R 4.6.0)
##   rmarkdown                  2.30       2025-09-28 [2] CRAN (R 4.6.0)
##   Rmpfr                      1.1-2      2025-10-27 [2] CRAN (R 4.6.0)
##   rms                        8.1-0      2025-10-14 [2] CRAN (R 4.6.0)
##   rmutil                     1.1.10     2022-10-27 [2] CRAN (R 4.6.0)
##   rngtools                   1.5.2      2021-09-20 [2] CRAN (R 4.6.0)
##   robustbase                 0.99-6     2025-09-04 [2] CRAN (R 4.6.0)
##   ROCR                       1.0-12     2026-01-23 [2] CRAN (R 4.6.0)
##   rootSolve                  1.8.2.4    2023-09-21 [2] CRAN (R 4.6.0)
##   roxygen2                   7.3.3      2025-09-03 [2] CRAN (R 4.6.0)
##   rpart                      4.1.24     2025-01-07 [3] CRAN (R 4.6.0)
##   rprojroot                  2.1.1      2025-08-26 [2] CRAN (R 4.6.0)
##   Rsamtools                  2.27.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   RSpectra                   0.16-2     2024-07-18 [2] CRAN (R 4.6.0)
##   RSQLite                    2.4.5      2025-11-30 [2] CRAN (R 4.6.0)
##   rstatix                    0.7.3      2025-10-18 [2] CRAN (R 4.6.0)
##   rstudioapi                 0.18.0     2026-01-16 [2] CRAN (R 4.6.0)
##   rsvd                       1.0.5      2021-04-16 [2] CRAN (R 4.6.0)
##   Rtsne                      0.17       2023-12-07 [2] CRAN (R 4.6.0)
##   rversions                  3.0.0      2025-10-09 [2] CRAN (R 4.6.0)
##   rvest                      1.0.5      2025-08-29 [2] CRAN (R 4.6.0)
##   S4Arrays                   1.11.1     2025-11-25 [2] Bioconductor 3.23 (R 4.6.0)
##   S4Vectors                  0.49.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   S7                         0.2.1      2025-11-14 [2] CRAN (R 4.6.0)
##   sandwich                   3.1-1      2024-09-15 [2] CRAN (R 4.6.0)
##   sass                       0.4.10     2025-04-11 [2] CRAN (R 4.6.0)
##   ScaledMatrix               1.19.0     2025-10-31 [2] Bioconductor 3.23 (R 4.6.0)
##   scales                     1.4.0      2025-04-24 [2] CRAN (R 4.6.0)
##   scater                     1.39.2     2026-01-13 [2] Bioconductor 3.23 (R 4.6.0)
##   scatterplot3d              0.3-44     2023-05-05 [2] CRAN (R 4.6.0)
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##   scuttle                    1.21.0     2025-11-03 [2] Bioconductor 3.23 (R 4.6.0)
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##   sessioninfo                1.2.3      2025-02-05 [2] CRAN (R 4.6.0)
##   shadowtext                 0.1.6      2025-08-24 [2] CRAN (R 4.6.0)
##   shape                      1.4.6.1    2024-02-23 [2] CRAN (R 4.6.0)
##   shiny                      1.12.1     2025-12-09 [2] CRAN (R 4.6.0)
##   shinyjs                    2.1.1      2026-01-15 [2] CRAN (R 4.6.0)
##   ShortRead                  1.69.2     2025-11-05 [2] Bioconductor 3.23 (R 4.6.0)
##   SingleCellExperiment       1.33.0     2025-11-03 [2] Bioconductor 3.23 (R 4.6.0)
##   sitmo                      2.0.2      2021-10-13 [2] CRAN (R 4.6.0)
##   smoof                      1.6.0.3    2023-03-10 [2] CRAN (R 4.6.0)
##   sn                         2.1.2      2026-01-25 [2] CRAN (R 4.6.0)
##   snow                       0.4-4      2021-10-27 [2] CRAN (R 4.6.0)
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##   sourcetools                0.1.7-1    2023-02-01 [2] CRAN (R 4.6.0)
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##   SparseArray                1.11.10    2025-12-16 [2] Bioconductor 3.23 (R 4.6.0)
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##   sparseMatrixStats          1.23.0     2025-10-30 [2] Bioconductor 3.23 (R 4.6.0)
##   sparsevctrs                0.3.6      2026-01-27 [2] CRAN (R 4.6.0)
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##   SpiecEasi                  1.99.0     2026-01-29 [2] Github (zdk123/SpiecEasi@faed6a4)
##   splines                    4.6.0      2026-01-26 [3] local
##   SPRING                     1.0.4      2026-01-29 [2] Github (GraceYoon/SPRING@3d641a4)
##   SQUAREM                    2021.1     2021-01-13 [2] CRAN (R 4.6.0)
##   stable                     1.1.6      2022-03-02 [2] CRAN (R 4.6.0)
##   stabledist                 0.7-2      2024-08-17 [2] CRAN (R 4.6.0)
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##   statmod                    1.5.1      2025-10-09 [2] CRAN (R 4.6.0)
##   stats                    * 4.6.0      2026-01-26 [3] local
##   stats4                     4.6.0      2026-01-26 [3] local
##   stringi                    1.8.7      2025-03-27 [2] CRAN (R 4.6.0)
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##   testthat                   3.3.2      2026-01-11 [2] CRAN (R 4.6.0)
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##   utf8                       1.2.6      2025-06-08 [2] CRAN (R 4.6.0)
##   utils                    * 4.6.0      2026-01-26 [3] local
##   uuid                       1.2-2      2026-01-23 [2] CRAN (R 4.6.0)
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##   V8                         8.0.1      2025-10-10 [2] CRAN (R 4.6.0)
##   vctrs                      0.7.1      2026-01-23 [2] CRAN (R 4.6.0)
##   vegan                      2.7-2      2025-10-08 [2] CRAN (R 4.6.0)
##   VGAM                       1.1-14     2025-12-04 [2] CRAN (R 4.6.0)
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##   viridis                    0.6.5      2024-01-29 [2] CRAN (R 4.6.0)
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##   vroom                      1.7.0      2026-01-27 [2] CRAN (R 4.6.0)
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##   withr                      3.0.2      2024-10-28 [2] CRAN (R 4.6.0)
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##   xgboost                    3.1.3.1    2026-01-12 [2] CRAN (R 4.6.0)
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##   xml2                       1.5.2      2026-01-17 [2] CRAN (R 4.6.0)
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##   xtable                     1.8-4      2019-04-21 [2] CRAN (R 4.6.0)
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##   zCompositions              1.6.0      2026-01-20 [2] CRAN (R 4.6.0)
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##   zip                        2.3.3      2025-05-13 [2] CRAN (R 4.6.0)
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##  
##   [1] /tmp/Rtmpiq1evT/Rinstb23e4f5aa
##   [2] /usr/local/lib/R/site-library
##   [3] /usr/local/lib/R/library
##   * ── Packages attached to the search path.
##  
##  ─ Python configuration ────────────────────────────────────────────────────
##   Python is not available
##  
##  ───────────────────────────────────────────────────────────────────────────

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