第 7/8 章

环境版本信息

sessionInfo # R version 4.4.2 (2024-10-31) # Platform: x86_64-pc-linux-gnu # Running under: Ubuntu 20.04.6 LTS # # Matrix products: default # BLAS: /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.9.0 # LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.9.0 # # 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: Asia/Shanghai # tzcode source: system (glibc) # # attached base packages: # [1] grid splines stats4 stats graphics grDevices utils # [8] datasets methods base # # other attached packages: # [1] velocyto.R_0.6 ggpubr_0.5.0 # [3] paletteer_1.6.0 clustree_0.5.1 # [5] ggraph_2.1.0 openxlsx_4.2.7.1 # [7] hdf5r_1.3.11 scater_1.26.1 # [9] scran_1.26.0 scuttle_1.8.0 # [11] tradeSeq_1.20.0 mclust_6.1.1 # [13] uwot_0.1.14 slingshot_2.6.0 # [15] TrajectoryUtils_1.6.0 princurve_2.1.6 # [17] RColorBrewer_1.1-3 forcats_1.0.0 # [19] stringr_1.5.1 purrr_1.0.2 # [21] readr_2.1.5 tidyr_1.3.1 # [23] tibble_3.2.1 tidyverse_1.3.2 # [25] org.Ce.eg.db_3.20.0 tidyselect_1.2.1 # [27] monocle3_1.3.7 SingleCellExperiment_1.20.0 # [29] SummarizedExperiment_1.28.0 GenomicRanges_1.50.1 # [31] GenomeInfoDb_1.34.3 MatrixGenerics_1.18.1 # [33] matrixStats_1.5.0 scales_1.3.0 # [35] org.Hs.eg.db_3.16.0 AnnotationDbi_1.68.0 # [37] IRanges_2.32.0 S4Vectors_0.36.0 # [39] clusterProfiler_4.6.0 ComplexHeatmap_2.14.0 # [41] circlize_0.4.16 ggsci_3.2.0 # [43] patchwork_1.3.0 dplyr_1.1.4 # [45] Seurat_5.0.3 SeuratObject_5.0.1 # [47] sp_2.1-4 monocle_2.34.0 # [49] DDRTree_0.1.5 irlba_2.3.5.1 # [51] VGAM_1.1-12 ggplot2_3.5.1 # [53] Biobase_2.66.0 BiocGenerics_0.52.0 # [55] Matrix_1.7-1 # # loaded via a namespace (and not attached): # [1] igraph_2.0.1.1 ica_1.0-3 # [3] plotly_4.10.1 rematch2_2.1.2 # [5] zlibbioc_1.52.0 rvest_1.0.3 # [7] bit_4.5.0.1 doParallel_1.0.17 # [9] clue_0.3-66 lattice_0.22-6 # [11] rjson_0.2.23 blob_1.2.4 # [13] parallel_4.4.2 png_0.1-8 # [15] ResidualMatrix_1.8.0 cli_3.6.3 # [17] ggplotify_0.1.0 usdata_0.3.1 # [19] goftest_1.2-3 gargle_1.2.1 # [21] textshaping_0.3.6 pbmcapply_1.5.1 # [23] bluster_1.8.0 grr_0.9.5 # [25] BiocNeighbors_2.0.1 shadowtext_0.1.4 # [27] mime_0.12 evaluate_1.0.3 # [29] tidytree_0.4.1 leiden_0.4.3 # [31] openintro_2.4.0 stringi_1.8.4 # [33] backports_1.5.0 lubridate_1.9.0 # [35] httpuv_1.6.6 magrittr_2.0.3 # [37] wk_0.9.4 sctransform_0.4.1 # [39] ggbeeswarm_0.7.2 DBI_1.2.3 # [41] jquerylib_0.1.4 withr_3.0.2 # [43] systemfonts_1.1.0 class_7.3-20 # [45] enrichplot_1.18.1 lmtest_0.9-40 # [47] tidygraph_1.2.2 htmlwidgets_1.5.4 # [49] fs_1.6.5 ggrepel_0.9.6 # [51] cherryblossom_0.1.0 labeling_0.4.3 # [53] cellranger_1.1.0 reticulate_1.26 # [55] zoo_1.8-12 XVector_0.38.0 # [57] knitr_1.49 airports_0.1.0 # [59] RhpcBLASctl_0.23-42 timechange_0.3.0 # [61] speedglm_0.3-4 foreach_1.5.2 # [63] data.table_1.16.4 ggtree_3.6.2 # [65] R.oo_1.27.0 RSpectra_0.16-2 # [67] ggrastr_1.0.1 fastDummies_1.7.4 # [69] gridGraphics_0.5-1 lazyeval_0.2.2 # [71] yaml_2.3.10 survival_3.4-0 # [73] scattermore_1.2 crayon_1.5.3 # [75] RcppAnnoy_0.0.22 progressr_0.15.1 # [77] tweenr_2.0.3 later_1.4.1 # [79] ggridges_0.5.6 codetools_0.2-20 # [81] GlobalOptions_0.1.2 HSMMSingleCell_1.26.0 # [83] KEGGREST_1.38.0 Rtsne_0.17 # [85] shape_1.4.6.1 fastICA_1.2-7 # [87] limma_3.62.2 pkgconfig_2.0.3 # [89] xml2_1.3.6 aplot_0.1.8 # [91] spatstat.sparse_3.1-0 ape_5.8-1 # [93] viridisLite_0.4.2 xtable_1.8-4 # [95] car_3.1-1 plyr_1.8.9 # [97] httr_1.4.4 tools_4.4.2 # [99] globals_0.16.3 beeswarm_0.4.0 # [101] broom_1.0.7 nlme_3.1-160 # [103] HDO.db_0.99.1 dbplyr_2.5.0 # [105] crosstalk_1.2.1 assertthat_0.2.1 # [107] lme4_1.1-31 digest_0.6.37 # [109] farver_2.1.2 tzdb_0.4.0 # [111] reshape2_1.4.4 yulab.utils_0.1.9 # [113] viridis_0.6.5 glue_1.8.0 # [115] cachem_1.1.0 polyclip_1.10-7 # [117] generics_0.1.3 Biostrings_2.66.0 # [119] classInt_0.4-11 googledrive_2.0.0 # [121] presto_1.0.0 spdep_1.3-6 # [123] parallelly_1.41.0 statmod_1.5.0 # [125] ragg_1.2.4 RcppHNSW_0.6.0 # [127] ScaledMatrix_1.6.0 carData_3.0-5 # [129] minqa_1.2.8 pbapply_1.7-2 # [131] spam_2.11-0 gson_0.1.0 # [133] dqrng_0.4.1 utf8_1.2.4 # [135] graphlayouts_0.8.3 readxl_1.4.3 # [137] ggsignif_0.6.4 gridExtra_2.3 # [139] shiny_1.10.0 GenomeInfoDbData_1.2.13 # [141] R.utils_2.12.3 RCurl_1.98-1.16 # [143] memoise_2.0.1 rmarkdown_2.29 # [145] pheatmap_1.0.12 downloader_0.4 # [147] R.methodsS3_1.8.2 googlesheets4_1.0.1 # [149] future_1.34.0 RANN_2.6.2 # [151] spatstat.data_3.1-4 rstudioapi_0.17.1 # [153] cluster_2.1.8 spatstat.utils_3.1-2 # [155] hms_1.1.3 fitdistrplus_1.2-2 # [157] munsell_0.5.1 cowplot_1.1.3 # [159] colorspace_2.1-1 FNN_1.1.4.1 # [161] rlang_1.1.4 s2_1.1.7 # [163] DelayedMatrixStats_1.20.0 sparseMatrixStats_1.10.0 # [165] dotCall64_1.2 ggforce_0.4.2 # [167] mgcv_1.8-41 xfun_0.50 # [169] e1071_1.7-16 modelr_0.1.10 # [171] iterators_1.0.14 abind_1.4-8 # [173] GOSemSim_2.24.0 treeio_1.22.0 # [175] bitops_1.0-9 promises_1.3.2 # [177] scatterpie_0.1.8 RSQLite_2.3.9 # [179] leidenbase_0.1.31 qvalue_2.38.0 # [181] reprex_2.0.2 fgsea_1.24.0 # [183] DelayedArray_0.24.0 proxy_0.4-27 # [185] GO.db_3.16.0 compiler_4.4.2 # [187] boot_1.3-31 beachmat_2.14.0 # [189] listenv_0.9.1 Rcpp_1.0.14 # [191] edgeR_4.4.1 BiocSingular_1.14.0 # [193] tensor_1.5 units_0.8-5 # [195] MASS_7.3-64 BiocParallel_1.40.0 # [197] spatstat.random_3.0-1 R6_2.5.1 # [199] rstatix_0.7.1 fastmap_1.2.0 # [201] fastmatch_1.1-6 vipor_0.4.7 # [203] ROCR_1.0-11 rsvd_1.0.5 # [205] gtable_0.3.6 KernSmooth_2.23-26 # [207] miniUI_0.1.1.1 deldir_2.0-4 # [209] htmltools_0.5.8.1 bit64_4.5.2 # [211] spatstat.explore_3.0-5 lifecycle_1.0.4 # [213] sf_1.0-18 zip_2.3.1 # [215] spData_2.3.4 nloptr_2.1.1 # [217] sass_0.4.9 vctrs_0.6.5 # [219] slam_0.1-55 spatstat.geom_3.0-3 # [221] DOSE_3.24.1 haven_2.5.4 # [223] ggfun_0.0.8 future.apply_1.11.3 # [225] bslib_0.9.0 pillar_1.10.1 # [227] batchelor_1.14.0 pcaMethods_1.90.0 # [229] metapod_1.14.0 locfit_1.5-9.10 # [231] combinat_0.0-8 jsonlite_1.8.9 # [233] GetoptLong_1.0.5

← 上一章 下一章 →