Chapter 11 Session information

sessioninfo::session_info()
## ─ Session info ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
##  setting  value
##  version  R version 4.3.3 (2024-02-29)
##  os       macOS Sonoma 14.5
##  system   aarch64, darwin20
##  ui       X11
##  language (EN)
##  collate  en_US.UTF-8
##  ctype    en_US.UTF-8
##  tz       America/Chicago
##  date     2024-07-31
##  pandoc   3.1.11 @ /Applications/RStudio.app/Contents/Resources/app/quarto/bin/tools/aarch64/ (via rmarkdown)
## 
## ─ Packages ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
##  package      * version     date (UTC) lib source
##  anndata      * 0.7.5.6     2023-03-17 [1] CRAN (R 4.3.0)
##  assertthat     0.2.1       2019-03-21 [1] CRAN (R 4.3.0)
##  Biobase      * 2.62.0      2023-10-26 [1] Bioconductor
##  BiocGenerics * 0.48.1      2023-11-02 [1] Bioconductor
##  bookdown       0.40        2024-07-02 [1] CRAN (R 4.3.3)
##  bslib          0.7.0       2024-03-29 [1] CRAN (R 4.3.1)
##  cachem         1.1.0       2024-05-16 [1] CRAN (R 4.3.3)
##  cli            3.6.3       2024-06-21 [1] CRAN (R 4.3.3)
##  colorspace     2.1-0       2023-01-23 [1] CRAN (R 4.3.0)
##  digest         0.6.36      2024-06-23 [1] CRAN (R 4.3.3)
##  dplyr        * 1.1.4       2023-11-17 [1] CRAN (R 4.3.1)
##  evaluate       0.24.0      2024-06-10 [1] CRAN (R 4.3.3)
##  fansi          1.0.6       2023-12-08 [1] CRAN (R 4.3.1)
##  farver         2.1.2       2024-05-13 [1] CRAN (R 4.3.3)
##  fastmap        1.2.0       2024-05-15 [1] CRAN (R 4.3.3)
##  generics       0.1.3       2022-07-05 [1] CRAN (R 4.3.0)
##  ggplot2      * 3.5.1       2024-04-23 [1] CRAN (R 4.3.1)
##  glue           1.7.0       2024-01-09 [1] CRAN (R 4.3.1)
##  gridExtra      2.3         2017-09-09 [1] CRAN (R 4.3.0)
##  gtable         0.3.5       2024-04-22 [1] CRAN (R 4.3.1)
##  highr          0.11        2024-05-26 [1] CRAN (R 4.3.3)
##  htmltools      0.5.8.1     2024-04-04 [1] CRAN (R 4.3.1)
##  jquerylib      0.1.4       2021-04-26 [1] CRAN (R 4.3.0)
##  jsonlite       1.8.8       2023-12-04 [1] CRAN (R 4.3.1)
##  knitr          1.48        2024-07-07 [1] CRAN (R 4.3.3)
##  labeling       0.4.3       2023-08-29 [1] CRAN (R 4.3.0)
##  lattice        0.22-6      2024-03-20 [1] CRAN (R 4.3.1)
##  lifecycle      1.0.4       2023-11-07 [1] CRAN (R 4.3.1)
##  limma          3.58.1      2023-11-02 [1] Bioconductor
##  magrittr       2.0.3       2022-03-30 [1] CRAN (R 4.3.0)
##  Matrix       * 1.6-5       2024-01-11 [1] CRAN (R 4.3.3)
##  munsell        0.5.1       2024-04-01 [1] CRAN (R 4.3.1)
##  pheatmap       1.0.12      2019-01-04 [1] CRAN (R 4.3.0)
##  pillar         1.9.0       2023-03-22 [1] CRAN (R 4.3.0)
##  pkgconfig      2.0.3       2019-09-22 [1] CRAN (R 4.3.0)
##  plyr           1.8.9       2023-10-02 [1] CRAN (R 4.3.1)
##  png            0.1-8       2022-11-29 [1] CRAN (R 4.3.0)
##  R6             2.5.1       2021-08-19 [1] CRAN (R 4.3.0)
##  RColorBrewer   1.1-3       2022-04-03 [1] CRAN (R 4.3.0)
##  Rcpp           1.0.13      2024-07-17 [1] CRAN (R 4.3.3)
##  reshape2       1.4.4       2020-04-09 [1] CRAN (R 4.3.0)
##  reticulate     1.38.0.9000 2024-07-26 [1] Github (rstudio/reticulate@740169a)
##  rlang          1.1.4       2024-06-04 [1] CRAN (R 4.3.3)
##  rmarkdown      2.27        2024-05-17 [1] CRAN (R 4.3.3)
##  rstudioapi     0.16.0      2024-03-24 [1] CRAN (R 4.3.1)
##  sass           0.4.9       2024-03-15 [1] CRAN (R 4.3.1)
##  scales         1.3.0       2023-11-28 [1] CRAN (R 4.3.1)
##  scMINER      * 1.1.0       2024-07-26 [1] local
##  sessioninfo    1.2.2       2021-12-06 [1] CRAN (R 4.3.0)
##  statmod        1.5.0       2023-01-06 [1] CRAN (R 4.3.0)
##  stringi        1.8.4       2024-05-06 [1] CRAN (R 4.3.1)
##  stringr        1.5.1       2023-11-14 [1] CRAN (R 4.3.1)
##  tibble         3.2.1       2023-03-20 [1] CRAN (R 4.3.0)
##  tidyselect     1.2.1       2024-03-11 [1] CRAN (R 4.3.1)
##  utf8           1.2.4       2023-10-22 [1] CRAN (R 4.3.1)
##  vctrs          0.6.5       2023-12-01 [1] CRAN (R 4.3.1)
##  withr          3.0.0       2024-01-16 [1] CRAN (R 4.3.1)
##  xfun           0.46        2024-07-18 [1] CRAN (R 4.3.3)
##  yaml           2.3.9       2024-07-05 [1] CRAN (R 4.3.3)
## 
##  [1] /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library
## 
## ─ Python configuration ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
##  python:         /Users/qpan/.virtualenvs/r-reticulate/bin/python
##  libpython:      /Library/Developer/CommandLineTools/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/config-3.9-darwin/libpython3.9.dylib
##  pythonhome:     /Users/qpan/.virtualenvs/r-reticulate:/Users/qpan/.virtualenvs/r-reticulate
##  version:        3.9.6 (default, Mar 29 2024, 10:51:09)  [Clang 15.0.0 (clang-1500.3.9.4)]
##  numpy:          /Users/qpan/.virtualenvs/r-reticulate/lib/python3.9/site-packages/numpy
##  numpy_version:  1.26.4
##  anndata:        /Users/qpan/.virtualenvs/r-reticulate/lib/python3.9/site-packages/anndata
##  
##  NOTE: Python version was forced by VIRTUAL_ENV
## 
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