Chapter 13 Session information

The following packages have been used to generate this document.

sessionInfo()
## R version 4.5.0 (2025-04-11)
## Platform: x86_64-pc-linux-gnu
## Running under: Ubuntu 24.04.3 LTS
## 
## Matrix products: default
## BLAS:   /opt/R-4.5/lib/R/lib/libRblas.so 
## LAPACK: /opt/R-4.5/lib/R/lib/libRlapack.so;  LAPACK version 3.12.1
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## time zone: Europe/Brussels
## tzcode source: system (glibc)
## 
## attached base packages:
## [1] grid      stats4    stats     graphics  grDevices utils     datasets 
## [8] methods   base     
## 
## other attached packages:
##  [1] UpSetR_1.4.0                          Vennerable_3.1.0.9000                
##  [3] ComplexHeatmap_2.26.0                 class_7.3-23                         
##  [5] pRoloc_1.50.0                         BiocParallel_1.44.0                  
##  [7] MLInterfaces_1.90.0                   cluster_2.1.8.1                      
##  [9] annotate_1.88.0                       XML_3.99-0.20                        
## [11] AnnotationDbi_1.72.0                  bioDist_1.82.0                       
## [13] KernSmooth_2.23-26                    factoextra_1.0.7                     
## [15] pRolocdata_1.48.0                     MSnbase_2.36.0                       
## [17] ProtGenerics_1.42.0                   mzR_2.44.0                           
## [19] Rcpp_1.1.0                            QFeatures_1.20.0                     
## [21] MultiAssayExperiment_1.36.1           BSgenome.Dmelanogaster.UCSC.dm2_1.4.0
## [23] BSgenome_1.78.0                       rtracklayer_1.70.1                   
## [25] BiocIO_1.20.0                         Biostrings_2.78.0                    
## [27] XVector_0.50.0                        rWSBIM1207_0.1.19                    
## [29] airway_1.30.0                         SummarizedExperiment_1.40.0          
## [31] Biobase_2.70.0                        GenomicRanges_1.62.1                 
## [33] Seqinfo_1.0.0                         IRanges_2.44.0                       
## [35] S4Vectors_0.48.0                      BiocGenerics_0.56.0                  
## [37] generics_0.1.4                        MatrixGenerics_1.22.0                
## [39] matrixStats_1.5.0                     BiocStyle_2.38.0                     
## [41] lattice_0.22-7                        patchwork_1.3.2                      
## [43] ggbeeswarm_0.7.3                      plotly_4.11.0                        
## [45] Hmisc_5.2-5                           lubridate_1.9.4                      
## [47] forcats_1.0.1                         stringr_1.6.0                        
## [49] dplyr_1.1.4                           purrr_1.2.0                          
## [51] readr_2.1.6                           tidyr_1.3.1                          
## [53] tibble_3.3.0                          ggplot2_4.0.1                        
## [55] tidyverse_2.0.0                       rWSBIM1322_0.3.2                     
## 
## loaded via a namespace (and not attached):
##   [1] segmented_2.1-4        fs_1.6.6               bitops_1.0-9          
##   [4] httr_1.4.7             RColorBrewer_1.1-3     doParallel_1.0.17     
##   [7] tools_4.5.0            backports_1.5.0        utf8_1.2.6            
##  [10] R6_2.6.1               lazyeval_0.2.2         mgcv_1.9-4            
##  [13] GetoptLong_1.1.0       withr_3.0.2            prettyunits_1.2.0     
##  [16] gridExtra_2.3          preprocessCore_1.72.0  cli_3.6.5             
##  [19] Cairo_1.7-0            isoband_0.3.0          labeling_0.4.3        
##  [22] sass_0.4.10            mvtnorm_1.3-3          S7_0.2.1              
##  [25] randomForest_4.7-1.2   proxy_0.4-28           Rsamtools_2.26.0      
##  [28] foreign_0.8-90         parallelly_1.46.0      MetaboCoreUtils_1.18.1
##  [31] plotrix_3.8-13         limma_3.66.0           rstudioapi_0.17.1     
##  [34] impute_1.84.0          RSQLite_2.4.5          FNN_1.1.4.1           
##  [37] shape_1.4.6.1          vroom_1.6.7            gtools_3.9.5          
##  [40] car_3.1-3              dendextend_1.19.1      Matrix_1.7-4          
##  [43] MALDIquant_1.22.3      abind_1.4-8            lifecycle_1.0.4       
##  [46] yaml_2.3.12            carData_3.0-5          recipes_1.3.1         
##  [49] SparseArray_1.10.7     BiocFileCache_3.0.0    blob_1.2.4            
##  [52] crayon_1.5.3           PSMatch_1.14.0         cigarillo_1.0.0       
##  [55] KEGGREST_1.50.0        pillar_1.11.1          knitr_1.50            
##  [58] rjson_0.2.23           lpSolve_5.6.23         future.apply_1.20.1   
##  [61] codetools_0.2-20       glue_1.8.0             pcaMethods_2.2.0      
##  [64] data.table_1.17.8      vctrs_0.6.5            png_0.1-8             
##  [67] gtable_0.3.6           kernlab_0.9-33         cachem_1.1.0          
##  [70] gower_1.0.2            xfun_0.55              prodlim_2025.04.28    
##  [73] S4Arrays_1.10.1        coda_0.19-4.1          survival_3.8-3        
##  [76] ncdf4_1.24             timeDate_4051.111      iterators_1.0.14      
##  [79] hardhat_1.4.2          lava_1.8.2             statmod_1.5.1         
##  [82] ipred_0.9-15           nlme_3.1-168           bit64_4.6.0-1         
##  [85] progress_1.2.3         filelock_1.0.3         LaplacesDemon_16.1.6  
##  [88] bslib_0.9.0            affyio_1.80.0          vipor_0.4.7           
##  [91] otel_0.2.0             rpart_4.1.24           colorspace_2.1-2      
##  [94] DBI_1.2.3              nnet_7.3-20            tidyselect_1.2.1      
##  [97] bit_4.6.0              compiler_4.5.0         curl_7.0.0            
## [100] graph_1.88.1          
##  [ reached 'max' / getOption("max.print") -- omitted 72 entries ]

13.1 R package setup

To install all necessary packages to run all the code, please execute the following code:

pkgs <- c("airway", "annotate", "AnnotationDbi", "base", "Biobase",
          "BiocGenerics", "BiocIO", "BiocParallel", "BiocStyle", "bioDist",
          "Biostrings", "BSgenome.Dmelanogaster.UCSC.dm2", "BSgenome", "class",
          "cluster", "ComplexHeatmap", "datasets", "dplyr", "factoextra",
          "forcats", "generics", "GenomicRanges", "ggbeeswarm", "ggplot2",
          "graphics", "grDevices", "grid", "Hmisc", "IRanges", "KernSmooth",
          "lattice", "lubridate", "MatrixGenerics", "matrixStats", "methods",
          "MLInterfaces", "MSnbase", "MultiAssayExperiment", "mzR", "patchwork",
          "plotly", "pRoloc", "pRolocdata", "ProtGenerics", "purrr", "QFeatures",
          "Rcpp", "readr", "rtracklayer", "rWSBIM1207", "rWSBIM1322",
          "S4Vectors", "Seqinfo", "stats", "stats4", "stringr",
          "SummarizedExperiment", "tibble", "tidyr", "tidyverse", "UpSetR",
          "utils", "Vennerable", "XML", "XVector")
if (!require("BiocManager"))
   install.packages("BiocManager")
BiocManager::install(pkgs)

Page built: 2026-01-12 using R version 4.5.0 (2025-04-11)