Chapter 24 Session Information

This tutorial was run on the date specified below.

## [1] "2022-12-23"

The sessionInfo() at run time was:

sessionInfo()
## R version 4.1.1 (2021-08-10)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Rocky Linux 8.5 (Green Obsidian)
## 
## Matrix products: default
## BLAS/LAPACK: /usr/lib64/libopenblasp-r0.3.12.so
## 
## Random number generation:
##  RNG:     L'Ecuyer-CMRG 
##  Normal:  Inversion 
##  Sample:  Rejection 
##  
## 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       
## 
## attached base packages:
##  [1] compiler  parallel  stats4    grid      stats     graphics  grDevices
##  [8] datasets  utils     methods   base     
## 
## other attached packages:
##   [1] zlibbioc_1.40.0                           
##   [2] zip_2.2.0                                 
##   [3] yaml_2.2.1                                
##   [4] xtable_1.8-4                              
##   [5] xopen_1.0.0                               
##   [6] xml2_1.3.3                                
##   [7] xfun_0.35                                 
##   [8] withr_2.4.3                               
##   [9] whisker_0.4                               
##  [10] waldo_0.3.1                               
##  [11] vroom_1.5.6                               
##  [12] viridisLite_0.4.0                         
##  [13] vctrs_0.5.1                               
##  [14] utf8_1.2.2                                
##  [15] tzdb_0.2.0                                
##  [16] tidyselect_1.1.1                          
##  [17] tidyr_1.1.4                               
##  [18] tibble_3.1.6                              
##  [19] testthat_3.1.1                            
##  [20] sys_3.4                                   
##  [21] stringi_1.7.6                             
##  [22] statmod_1.4.36                            
##  [23] spatstat.utils_2.2-0                      
##  [24] spatstat.sparse_2.0-0                     
##  [25] tensor_1.5                                
##  [26] spatstat.core_2.3-1                       
##  [27] spatstat.geom_2.3-0                       
##  [28] spatstat.data_2.1-0                       
##  [29] spatial_7.3-14                            
##  [30] sourcetools_0.1.7                         
##  [31] snow_0.4-4                                
##  [32] sitmo_2.0.2                               
##  [33] shinythemes_1.2.0                         
##  [34] shiny_1.7.1                               
##  [35] shape_1.4.6                               
##  [36] sessioninfo_1.2.1                         
##  [37] seqLogo_1.60.0                            
##  [38] sctransform_0.3.2                         
##  [39] scattermore_0.7                           
##  [40] scales_1.1.1                              
##  [41] sass_0.4.0                                
##  [42] rversions_2.1.1                           
##  [43] rsvd_1.0.5                                
##  [44] rstudioapi_0.13                           
##  [45] rprojroot_2.0.2                           
##  [46] rpart_4.1-15                              
##  [47] roxygen2_7.1.2                            
##  [48] rlang_1.0.6                               
##  [49] rjson_0.2.21                              
##  [50] rhdf5filters_1.6.0                        
##  [51] rhandsontable_0.3.8                       
##  [52] reticulate_1.22                           
##  [53] restfulr_0.0.13                           
##  [54] reshape2_1.4.4                            
##  [55] renv_0.16.0                               
##  [56] remotes_2.4.2                             
##  [57] rematch2_2.1.2                            
##  [58] readr_2.1.0                               
##  [59] rcmdcheck_1.4.0                           
##  [60] rappdirs_0.3.3                            
##  [61] purrr_0.3.4                               
##  [62] ps_1.6.0                                  
##  [63] promises_1.2.0.1                          
##  [64] progress_1.2.2                            
##  [65] processx_3.8.0                            
##  [66] prettyunits_1.1.1                         
##  [67] praise_1.0.0                              
##  [68] pracma_2.3.3                              
##  [69] poweRlaw_0.70.6                           
##  [70] polyclip_1.10-0                           
##  [71] png_0.1-7                                 
##  [72] plotly_4.10.0                             
##  [73] plogr_0.2.0                               
##  [74] pkgload_1.2.4                             
##  [75] pkgconfig_2.0.3                           
##  [76] pkgbuild_1.2.1                            
##  [77] pillar_1.6.4                              
##  [78] pbapply_1.5-0                             
##  [79] patchwork_1.1.1                           
##  [80] parallelly_1.28.1                         
##  [81] openssl_1.4.5                             
##  [82] nnet_7.3-16                               
##  [83] munsell_0.5.0                             
##  [84] miniUI_0.1.1.1                            
##  [85] mime_0.12                                 
##  [86] mgcv_1.8-38                               
##  [87] nlme_3.1-153                              
##  [88] metapod_1.2.0                             
##  [89] memoise_2.0.1                             
##  [90] locfit_1.5-9.4                            
##  [91] lmtest_0.9-39                             
##  [92] zoo_1.8-9                                 
##  [93] listenv_0.8.0                             
##  [94] lifecycle_1.0.3                           
##  [95] leiden_0.3.9                              
##  [96] lazyeval_0.2.2                            
##  [97] later_1.3.0                               
##  [98] lambda.r_1.2.4                            
##  [99] labeling_0.4.2                            
## [100] knitr_1.41                                
## [101] jsonlite_1.7.2                            
## [102] jquerylib_0.1.4                           
## [103] isoband_0.2.5                             
## [104] irlba_2.3.3                               
## [105] ini_0.3.1                                 
## [106] ica_1.0-2                                 
## [107] httr_1.4.2                                
## [108] httpuv_1.6.3                              
## [109] htmlwidgets_1.5.4                         
## [110] htmltools_0.5.2                           
## [111] hms_1.1.1                                 
## [112] highr_0.9                                 
## [113] here_1.0.1                                
## [114] gplots_3.1.1                              
## [115] goftest_1.2-3                             
## [116] glue_1.5.1                                
## [117] globals_0.14.0                            
## [118] gitcreds_0.1.1                            
## [119] gh_1.3.0                                  
## [120] gert_1.4.3                                
## [121] generics_0.1.1                            
## [122] geneplotter_1.72.0                        
## [123] lattice_0.20-45                           
## [124] genefilter_1.76.0                         
## [125] future.apply_1.8.1                        
## [126] future_1.23.0                             
## [127] futile.options_1.0.1                      
## [128] futile.logger_1.4.3                       
## [129] fs_1.5.0                                  
## [130] formatR_1.11                              
## [131] foreign_0.8-81                            
## [132] fontawesome_0.2.2                         
## [133] fitdistrplus_1.1-6                        
## [134] survival_3.2-13                           
## [135] fastmap_1.1.0                             
## [136] farver_2.1.0                              
## [137] fansi_0.5.0                               
## [138] evaluate_0.19                             
## [139] ellipsis_0.3.2                            
## [140] edgeR_3.36.0                              
## [141] limma_3.50.0                              
## [142] dqrng_0.3.0                               
## [143] dplyr_1.0.10                              
## [144] doParallel_1.0.16                         
## [145] iterators_1.0.13                          
## [146] foreach_1.5.1                             
## [147] digest_0.6.29                             
## [148] diffobj_0.3.5                             
## [149] desc_1.4.0                                
## [150] deldir_1.0-6                              
## [151] curl_4.3.2                                
## [152] crosstalk_1.2.0                           
## [153] credentials_1.3.2                         
## [154] crayon_1.4.2                              
## [155] cpp11_0.4.2                               
## [156] cowplot_1.1.1                             
## [157] commonmark_1.7                            
## [158] colorspace_2.0-2                          
## [159] codetools_0.2-18                          
## [160] cluster_2.1.2                             
## [161] clue_0.3-60                               
## [162] clipr_0.7.1                               
## [163] cli_3.5.0                                 
## [164] class_7.3-19                              
## [165] callr_3.7.3                               
## [166] cachem_1.0.6                              
## [167] caTools_1.18.2                            
## [168] bslib_0.3.1                               
## [169] brio_1.1.3                                
## [170] brew_1.0-6                                
## [171] boot_1.3-28                               
## [172] bluster_1.4.0                             
## [173] blob_1.2.2                                
## [174] bitops_1.0-7                              
## [175] bit64_4.0.5                               
## [176] bit_4.0.4                                 
## [177] beachmat_2.10.0                           
## [178] base64enc_0.1-3                           
## [179] askpass_1.1                               
## [180] annotate_1.72.0                           
## [181] abind_1.4-5                               
## [182] XML_3.99-0.8                              
## [183] TFMPvalue_0.0.8                           
## [184] TFBSTools_1.32.0                          
## [185] ScaledMatrix_1.2.0                        
## [186] Rhtslib_1.26.0                            
## [187] Rhdf5lib_1.16.0                           
## [188] RcppProgress_0.4.2                        
## [189] RcppHNSW_0.3.0                            
## [190] RcppEigen_0.3.3.9.1                       
## [191] RcppAnnoy_0.0.19                          
## [192] RSpectra_0.16-0                           
## [193] RSQLite_2.2.8                             
## [194] ROCR_1.0-11                               
## [195] RCurl_1.98-1.5                            
## [196] RColorBrewer_1.1-2                        
## [197] RANN_2.6.1                                
## [198] R6_2.5.1                                  
## [199] R.utils_2.11.0                            
## [200] R.oo_1.24.0                               
## [201] R.methodsS3_1.8.1                         
## [202] MASS_7.3-54                               
## [203] KernSmooth_2.23-20                        
## [204] KEGGREST_1.34.0                           
## [205] GlobalOptions_0.1.2                       
## [206] GetoptLong_1.0.5                          
## [207] GenomicAlignments_1.30.0                  
## [208] Rsamtools_2.10.0                          
## [209] GenomeInfoDbData_1.2.7                    
## [210] GO.db_3.14.0                              
## [211] FNN_1.1.3                                 
## [212] DirichletMultinomial_1.36.0               
## [213] DelayedMatrixStats_1.16.0                 
## [214] DelayedArray_0.20.0                       
## [215] DT_0.20                                   
## [216] DESeq2_1.34.0                             
## [217] DBI_1.1.1                                 
## [218] Cairo_1.5-12.2                            
## [219] CNEr_1.30.0                               
## [220] BiocVersion_3.14.0                        
## [221] BiocSingular_1.10.0                       
## [222] BiocParallel_1.28.2                       
## [223] BiocNeighbors_1.12.0                      
## [224] BiocManager_1.30.16                       
## [225] BiocIO_1.4.0                              
## [226] BH_1.75.0-0                               
## [227] EnsDb.Hsapiens.v86_2.99.0                 
## [228] ensembldb_2.18.4                          
## [229] AnnotationFilter_1.18.0                   
## [230] BSgenome.Hsapiens.UCSC.hg38_1.4.4         
## [231] slingshot_2.2.1                           
## [232] TrajectoryUtils_1.2.0                     
## [233] princurve_2.1.6                           
## [234] monocle3_1.3.1                            
## [235] chromVAR_1.16.0                           
## [236] ggseqlogo_0.1                             
## [237] chromVARmotifs_0.2.0                      
## [238] motifmatchr_1.16.0                        
## [239] presto_1.0.0                              
## [240] ggrepel_0.9.1                             
## [241] hexbin_1.28.2                             
## [242] circlize_0.4.13                           
## [243] ComplexHeatmap_2.10.0                     
## [244] Rtsne_0.15                                
## [245] igraph_1.3.5                              
## [246] scran_1.22.1                              
## [247] scuttle_1.4.0                             
## [248] SingleCellExperiment_1.16.0               
## [249] pheatmap_1.0.12                           
## [250] harmony_0.1.1                             
## [251] uwot_0.1.10                               
## [252] ggridges_0.5.3                            
## [253] BSgenome.Hsapiens.UCSC.hg19_1.4.3         
## [254] nabor_0.5.0                               
## [255] SeuratObject_4.0.3                        
## [256] Seurat_4.0.5                              
## [257] pdftools_3.3.2                            
## [258] org.Dm.eg.db_3.14.0                       
## [259] TxDb.Dmelanogaster.UCSC.dm6.ensGene_3.12.0
## [260] GenomicFeatures_1.46.5                    
## [261] AnnotationDbi_1.56.2                      
## [262] BSgenome.Dmelanogaster.UCSC.dm6_1.4.1     
## [263] BSgenome_1.62.0                           
## [264] rtracklayer_1.54.0                        
## [265] Biostrings_2.62.0                         
## [266] XVector_0.34.0                            
## [267] rhdf5_2.38.0                              
## [268] SummarizedExperiment_1.24.0               
## [269] Biobase_2.54.0                            
## [270] RcppArmadillo_0.10.7.3.0                  
## [271] Rcpp_1.0.7                                
## [272] Matrix_1.3-4                              
## [273] GenomicRanges_1.46.1                      
## [274] GenomeInfoDb_1.30.0                       
## [275] IRanges_2.28.0                            
## [276] S4Vectors_0.32.4                          
## [277] BiocGenerics_0.40.0                       
## [278] sparseMatrixStats_1.6.0                   
## [279] MatrixGenerics_1.6.0                      
## [280] matrixStats_0.61.0                        
## [281] data.table_1.14.2                         
## [282] stringr_1.4.0                             
## [283] plyr_1.8.6                                
## [284] magrittr_2.0.1                            
## [285] ggplot2_3.3.5                             
## [286] gtable_0.3.0                              
## [287] gtools_3.9.2                              
## [288] gridExtra_2.3                             
## [289] devtools_2.4.3                            
## [290] usethis_2.1.3                             
## [291] ArchR_1.0.3                               
## 
## loaded via a namespace (and not attached):
##  [1] terra_1.6-47        nloptr_2.0.3        bookdown_0.31      
##  [4] ggbeeswarm_0.7.1    minqa_1.2.5         beeswarm_0.4.0     
##  [7] systemfonts_1.0.4   leidenbase_0.1.14   dbplyr_2.2.1       
## [10] vipor_0.4.5         qpdf_1.3.0          BiocFileCache_2.2.1
## [13] ProtGenerics_1.26.0 tools_4.1.1         proxy_0.4-27       
## [16] assertthat_0.2.1    rmarkdown_2.19      ggrastr_1.0.1      
## [19] splines_4.1.1       biomaRt_2.50.3      filelock_1.0.2     
## [22] lme4_1.1-31         viridis_0.6.2       svglite_2.1.0