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")
##
## ─────────────────────────────────────────────────────────────────────