Computing Environment

This book was built with the following computing environment and packages:

sessioninfo::session_info(pkgs = 'attached')
## ─ Session info ──────────────────────────────────────────────────────
##  setting  value
##  version  R version 4.4.1 (2024-06-14)
##  os       macOS Sonoma 14.4.1
##  system   x86_64, darwin20
##  ui       RStudio
##  language (EN)
##  collate  en_US.UTF-8
##  ctype    en_US.UTF-8
##  tz       America/New_York
##  date     2024-07-16
##  rstudio  2024.04.2+764 Chocolate Cosmos (desktop)
##  pandoc   3.1.11 @ /Applications/RStudio.app/Contents/Resources/app/quarto/bin/tools/x86_64/ (via rmarkdown)
## 
## ─ Packages ──────────────────────────────────────────────────────────
##  package       * version date (UTC) lib source
##  baguette      * 1.0.2   2024-02-13 [1] CRAN (R 4.4.0)
##  broom         * 1.0.6   2024-05-17 [1] CRAN (R 4.4.0)
##  caret         * 6.0-94  2023-03-21 [1] CRAN (R 4.4.0)
##  DiagrammeR    * 1.0.11  2024-02-02 [1] CRAN (R 4.4.0)
##  dials         * 1.2.1   2024-02-22 [1] CRAN (R 4.4.0)
##  dplyr         * 1.1.4   2023-11-17 [1] CRAN (R 4.4.0)
##  earth         * 5.3.3   2024-02-26 [1] CRAN (R 4.4.0)
##  forcats       * 1.0.0   2023-01-29 [1] CRAN (R 4.4.0)
##  Formula       * 1.2-5   2023-02-24 [1] CRAN (R 4.4.0)
##  ggplot2       * 3.5.1   2024-04-23 [1] CRAN (R 4.4.0)
##  glmnet        * 4.1-8   2023-08-22 [1] CRAN (R 4.4.0)
##  here          * 1.0.1   2020-12-13 [1] CRAN (R 4.4.0)
##  infer         * 1.0.7   2024-03-25 [1] CRAN (R 4.4.0)
##  kableExtra    * 1.4.0   2024-01-24 [1] CRAN (R 4.4.0)
##  kernlab       * 0.9-32  2023-01-31 [1] CRAN (R 4.4.0)
##  kknn          * 1.3.1   2016-03-26 [1] CRAN (R 4.4.0)
##  lattice       * 0.22-6  2024-03-20 [1] CRAN (R 4.4.1)
##  lubridate     * 1.9.3   2023-09-27 [1] CRAN (R 4.4.0)
##  Matrix        * 1.7-0   2024-04-26 [1] CRAN (R 4.4.1)
##  modeldata     * 1.4.0   2024-06-19 [1] CRAN (R 4.4.0)
##  parsnip       * 1.2.1   2024-03-22 [1] CRAN (R 4.4.0)
##  pdp           * 0.8.1   2022-06-07 [1] CRAN (R 4.4.0)
##  plotly        * 4.10.4  2024-01-13 [1] CRAN (R 4.4.0)
##  plotmo        * 3.6.3   2024-02-26 [1] CRAN (R 4.4.0)
##  plotrix       * 3.8-4   2023-11-10 [1] CRAN (R 4.4.0)
##  plotROC       * 2.3.1   2023-10-06 [1] CRAN (R 4.4.0)
##  purrr         * 1.0.2   2023-08-10 [1] CRAN (R 4.4.0)
##  randomForest  * 4.7-1.1 2022-05-23 [1] CRAN (R 4.4.0)
##  ranger        * 0.16.0  2023-11-12 [1] CRAN (R 4.4.0)
##  readr         * 2.1.5   2024-01-10 [1] CRAN (R 4.4.0)
##  recipes       * 1.1.0   2024-07-04 [1] CRAN (R 4.4.0)
##  reshape2      * 1.4.4   2020-04-09 [1] CRAN (R 4.4.0)
##  rpart         * 4.1.23  2023-12-05 [1] CRAN (R 4.4.1)
##  rpart.plot    * 3.1.2   2024-02-26 [1] CRAN (R 4.4.0)
##  rsample       * 1.2.1   2024-03-25 [1] CRAN (R 4.4.0)
##  scales        * 1.3.0   2023-11-28 [1] CRAN (R 4.4.0)
##  stringr       * 1.5.1   2023-11-14 [1] CRAN (R 4.4.0)
##  TeachingDemos * 2.13    2024-02-16 [1] CRAN (R 4.4.0)
##  tibble        * 3.2.1   2023-03-20 [1] CRAN (R 4.4.0)
##  tidymodels    * 1.2.0   2024-03-25 [1] CRAN (R 4.4.0)
##  tidyr         * 1.3.1   2024-01-24 [1] CRAN (R 4.4.0)
##  tidyverse     * 2.0.0   2023-02-22 [1] CRAN (R 4.4.0)
##  tune          * 1.2.1   2024-04-18 [1] CRAN (R 4.4.0)
##  vip           * 0.4.1   2023-08-21 [1] CRAN (R 4.4.0)
##  workflows     * 1.1.4   2024-02-19 [1] CRAN (R 4.4.0)
##  workflowsets  * 1.1.0   2024-03-21 [1] CRAN (R 4.4.0)
##  yardstick     * 1.3.1   2024-03-21 [1] CRAN (R 4.4.0)
## 
##  [1] /Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/library
## 
## ─ Python configuration ──────────────────────────────────────────────
##  python:         /Users/b294776/.virtualenvs/r-tensorflow/bin/python
##  libpython:      /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/config-3.10-darwin/libpython3.10.dylib
##  pythonhome:     /Users/b294776/.virtualenvs/r-tensorflow:/Users/b294776/.virtualenvs/r-tensorflow
##  version:        3.10.3 (v3.10.3:a342a49189, Mar 16 2022, 09:34:18) [Clang 13.0.0 (clang-1300.0.29.30)]
##  numpy:          /Users/b294776/.virtualenvs/r-tensorflow/lib/python3.10/site-packages/numpy
##  numpy_version:  1.26.4
##  tensorflow:     /Users/b294776/.virtualenvs/r-tensorflow/lib/python3.10/site-packages/tensorflow
##  
##  NOTE: Python version was forced by import("tensorflow")
## 
## ─────────────────────────────────────────────────────────────────────