sessionInfo()
R version 4.3.1 (2023-06-16 ucrt)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19045)

Matrix products: default
  
tzcode source: internal

attached base packages:
[1] parallel  stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] viridis_0.6.4                 viridisLite_0.4.2             ggpubr_0.6.0                  RColorBrewer_1.1-3           
 [5] gridExtra_2.3                 scales_1.2.1                  rstudioapi_0.15.0             glmnet_4.1-7                 
 [9] ncpen_1.0.0                   ncvreg_3.14.1                 ParBayesianOptimization_1.2.6 reshape2_1.4.4               
[13] tidyr_1.3.0                   MASS_7.3-60                   caret_6.0-94                  lattice_0.21-8               
[17] ggplot2_3.4.3                 Metrics_0.1.4                 tfprobability_0.15.1          keras_2.11.1                 
[21] mgcv_1.9-0                    nlme_3.1-163                  Matrix_1.6-1                  memuse_4.2-3                 
[25] NCmisc_1.2.0                  doParallel_1.0.17             iterators_1.0.14              foreach_1.5.2                
[29] abind_1.4-7                   pracma_2.4.2                  devtools_2.4.5                usethis_2.2.2                
[33] reticulate_1.31               dplyr_1.1.2                   tensorflow_2.11.0            

loaded via a namespace (and not attached):
 [1] shape_1.4.6          jsonlite_1.8.7       magrittr_2.0.3       fs_1.6.3             vctrs_0.6.3          memoise_2.0.1       
 [7] base64enc_0.1-3      rstatix_0.7.2        htmltools_0.5.6      broom_1.0.5          pROC_1.18.4          parallelly_1.36.0   
[13] htmlwidgets_1.6.2    DiceKriging_1.6.0    plyr_1.8.8           lubridate_1.9.2      cachem_1.0.8         whisker_0.4.1       
[19] mime_0.12            lifecycle_1.0.3      pkgconfig_2.0.3      R6_2.5.1             fastmap_1.1.1        future_1.33.0       
[25] shiny_1.7.5          digest_0.6.33        colorspace_2.1-1     ps_1.7.5             pkgload_1.3.2.1      fansi_1.0.4         
[31] tfruns_1.5.1         timechange_0.2.0     compiler_4.3.1       remotes_2.4.2.1      withr_2.5.0          backports_1.4.1     
[37] carData_3.0-5        pkgbuild_1.4.2       ggsignif_0.6.4       lava_1.7.2.1         rappdirs_0.3.3       sessioninfo_1.2.2   
[43] ModelMetrics_1.2.2.2 tools_4.3.1          httpuv_1.6.11        future.apply_1.11.0  nnet_7.3-19          glue_1.6.2          
[49] dbscan_1.1-11        callr_3.7.3          promises_1.2.1       grid_4.3.1           generics_0.1.3       recipes_1.0.7       
[55] gtable_0.3.3         class_7.3-22         data.table_1.14.8    car_3.1-3            utf8_1.2.3           pillar_1.9.0        
[61] stringr_1.5.0        later_1.3.1          splines_4.3.1        survival_3.5-7       tidyselect_1.2.0     miniUI_0.1.1.1      
[67] stats4_4.3.1         hardhat_1.3.0        timeDate_4022.109    stringi_1.7.12       pacman_0.5.1         codetools_0.2-19    
[73] tibble_3.2.1         cli_3.6.1            rpart_4.1.19         xtable_1.8-6         munsell_0.5.0        processx_3.8.2      
[79] Rcpp_1.0.11          globals_0.16.2       zeallot_0.1.0        png_0.1-8            ellipsis_0.3.2       gower_1.0.1         
[85] prettyunits_1.1.1    profvis_0.3.8        urlchecker_1.0.1     listenv_0.9.0        ipred_0.9-14         prodlim_2023.03.31  
[91] purrr_1.0.2          crayon_1.5.2         rlang_1.1.1         
> 