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 24.04.2 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_2.24.0                 class_7.3-23                         
##  [5] pRoloc_1.48.0                         BiocParallel_1.42.0                  
##  [7] MLInterfaces_1.88.1                   cluster_2.1.8.1                      
##  [9] annotate_1.86.0                       XML_3.99-0.18                        
## [11] AnnotationDbi_1.70.0                  bioDist_1.80.0                       
## [13] KernSmooth_2.23-26                    factoextra_1.0.7                     
## [15] pRolocdata_1.46.0                     MSnbase_2.34.1                       
## [17] ProtGenerics_1.40.0                   mzR_2.42.0                           
## [19] Rcpp_1.1.0                            QFeatures_1.19.1                     
## [21] MultiAssayExperiment_1.34.0           BSgenome.Dmelanogaster.UCSC.dm2_1.4.0
## [23] BSgenome_1.76.0                       rtracklayer_1.68.0                   
## [25] BiocIO_1.18.0                         Biostrings_2.76.0                    
## [27] XVector_0.48.0                        rWSBIM1207_0.1.19                    
## [29] airway_1.28.0                         SummarizedExperiment_1.38.1          
## [31] Biobase_2.68.0                        GenomicRanges_1.60.0                 
## [33] GenomeInfoDb_1.44.0                   IRanges_2.42.0                       
## [35] S4Vectors_0.46.0                      BiocGenerics_0.54.0                  
## [37] generics_0.1.4                        MatrixGenerics_1.20.0                
## [39] matrixStats_1.5.0                     BiocStyle_2.36.0                     
## [41] lattice_0.22-6                        patchwork_1.3.0                      
## [43] ggbeeswarm_0.7.2                      plotly_4.10.4                        
## [45] Hmisc_5.2-3                           lubridate_1.9.4                      
## [47] forcats_1.0.0                         stringr_1.5.1                        
## [49] dplyr_1.1.4                           purrr_1.0.4                          
## [51] readr_2.1.5                           tidyr_1.3.1                          
## [53] tibble_3.2.1                          ggplot2_3.5.2                        
## [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_1.2.5            
##  [10] R6_2.6.1               lazyeval_0.2.2         mgcv_1.9-1            
##  [13] GetoptLong_1.0.5       withr_3.0.2            prettyunits_1.2.0     
##  [16] gridExtra_2.3          preprocessCore_1.70.0  cli_3.6.5             
##  [19] Cairo_1.6-2            isoband_0.2.7          labeling_0.4.3        
##  [22] sass_0.4.10            mvtnorm_1.3-3          randomForest_4.7-1.2  
##  [25] proxy_0.4-27           Rsamtools_2.24.0       foreign_0.8-90        
##  [28] parallelly_1.44.0      MetaboCoreUtils_1.16.1 plotrix_3.8-4         
##  [31] limma_3.64.1           rstudioapi_0.17.1      impute_1.82.0         
##  [34] RSQLite_2.3.11         FNN_1.1.4.1            shape_1.4.6.1         
##  [37] vroom_1.6.5            gtools_3.9.5           car_3.1-3             
##  [40] dendextend_1.19.0      Matrix_1.7-3           MALDIquant_1.22.3     
##  [43] abind_1.4-8            lifecycle_1.0.4        yaml_2.3.10           
##  [46] carData_3.0-5          recipes_1.3.1          SparseArray_1.8.0     
##  [49] BiocFileCache_2.16.0   blob_1.2.4             crayon_1.5.3          
##  [52] PSMatch_1.13.2         KEGGREST_1.48.0        magick_2.8.6          
##  [55] pillar_1.10.2          knitr_1.50             rjson_0.2.23          
##  [58] lpSolve_5.6.23         future.apply_1.11.3    codetools_0.2-20      
##  [61] glue_1.8.0             pcaMethods_2.0.0       data.table_1.17.4     
##  [64] vctrs_0.6.5            png_0.1-8              gtable_0.3.6          
##  [67] kernlab_0.9-33         cachem_1.1.0           gower_1.0.2           
##  [70] xfun_0.52              prodlim_2025.04.28     S4Arrays_1.8.0        
##  [73] coda_0.19-4.1          survival_3.8-3         ncdf4_1.24            
##  [76] timeDate_4041.110      iterators_1.0.14       hardhat_1.4.1         
##  [79] lava_1.8.1             statmod_1.5.0          ipred_0.9-15          
##  [82] nlme_3.1-168           bit64_4.6.0-1          progress_1.2.3        
##  [85] filelock_1.0.3         LaplacesDemon_16.1.6   bslib_0.9.0           
##  [88] affyio_1.78.0          vipor_0.4.7            rpart_4.1.24          
##  [91] colorspace_2.1-1       DBI_1.2.3              nnet_7.3-20           
##  [94] tidyselect_1.2.1       bit_4.6.0              compiler_4.5.0        
##  [97] curl_6.2.3             graph_1.86.0           httr2_1.1.2           
## [100] htmlTable_2.4.3       
##  [ 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", "GenomeInfoDb", "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", "stats", "stats4", "stringr",
          "SummarizedExperiment", "tibble", "tidyr", "tidyverse", "UpSetR",
          "utils", "Vennerable", "XML", "XVector")
if (!require("BiocManager"))
   install.packages("BiocManager")
BiocManager::install(pkgs)

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