packages.bib

@Manual{R-dials,
  title = {dials: Tools for Creating Tuning Parameter Values},
  author = {Max Kuhn and Hannah Frick},
  year = {2023},
  note = {R package version 1.2.0},
  url = {https://dials.tidymodels.org},
}

@Manual{R-ggfortify,
  title = {ggfortify: Data Visualization Tools for Statistical Analysis Results},
  author = {Masaaki Horikoshi and Yuan Tang},
  year = {2023},
  note = {R package version 0.4.16},
  url = {https://github.com/sinhrks/ggfortify},
}

@Manual{R-ggplot2,
  title = {ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics},
  author = {Hadley Wickham and Winston Chang and Lionel Henry and Thomas Lin Pedersen and Kohske Takahashi and Claus Wilke and Kara Woo and Hiroaki Yutani and Dewey Dunnington},
  year = {2023},
  note = {R package version 3.4.4, 
https://github.com/tidyverse/ggplot2},
  url = {https://ggplot2.tidyverse.org},
}

@Manual{R-parsnip,
  title = {parsnip: A Common API to Modeling and Analysis Functions},
  author = {Max Kuhn and Davis Vaughan},
  year = {2023},
  note = {R package version 1.1.1, 
https://parsnip.tidymodels.org/},
  url = {https://github.com/tidymodels/parsnip},
}

@Manual{R-qtalrkit,
  title = {qtalrkit: Quantitative Text Analysis for Linguists Resource Kit},
  author = {Jerid Francom},
  year = {2023},
  note = {R package version 0.9.2, 
https://qtalr.github.io/qtalrkit/},
  url = {https://github.com/qtalr/qtalrkit},
}

@Manual{R-recipes,
  title = {recipes: Preprocessing and Feature Engineering Steps for Modeling},
  author = {Max Kuhn and Hadley Wickham and Emil Hvitfeldt},
  year = {2023},
  note = {R package version 1.0.9, 
https://recipes.tidymodels.org/},
  url = {https://github.com/tidymodels/recipes},
}

@Manual{R-rsample,
  title = {rsample: General Resampling Infrastructure},
  author = {Hannah Frick and Fanny Chow and Max Kuhn and Michael Mahoney and Julia Silge and Hadley Wickham},
  year = {2023},
  note = {R package version 1.2.0, 
https://github.com/tidymodels/rsample},
  url = {https://rsample.tidymodels.org},
}

@Manual{R-themis,
  title = {themis: Extra Recipes Steps for Dealing with Unbalanced Data},
  author = {Emil Hvitfeldt},
  year = {2023},
  note = {R package version 1.0.2, 
https://themis.tidymodels.org},
  url = {https://github.com/tidymodels/themis},
}

@Manual{R-tidymodels,
  title = {tidymodels: Easily Install and Load the Tidymodels Packages},
  author = {Max Kuhn and Hadley Wickham},
  year = {2023},
  note = {R package version 1.1.1, 
https://github.com/tidymodels/tidymodels},
  url = {https://tidymodels.tidymodels.org},
}

@Manual{R-tune,
  title = {tune: Tidy Tuning Tools},
  author = {Max Kuhn},
  year = {2023},
  note = {R package version 1.1.2},
  url = {https://tune.tidymodels.org/},
}

@Manual{R-vip,
  title = {vip: Variable Importance Plots},
  author = {Brandon M. Greenwell and Brad Boehmke},
  year = {2023},
  note = {R package version 0.4.1, 
https://koalaverse.github.io/vip/},
  url = {https://github.com/koalaverse/vip/},
}

@Manual{R-workflows,
  title = {workflows: Modeling Workflows},
  author = {Davis Vaughan and Simon Couch},
  year = {2023},
  note = {R package version 1.1.3, 
https://workflows.tidymodels.org},
  url = {https://github.com/tidymodels/workflows},
}

@Article{ggfortify2016,
  author = {Yuan Tang and Masaaki Horikoshi and Wenxuan Li},
  title = {ggfortify: Unified Interface to Visualize Statistical Result of Popular R Packages},
  journal = {The R Journal},
  year = {2016},
  number = {2},
  volume = {8},
  pages = {474--485},
  url = {https://doi.org/10.32614/RJ-2016-060},
  doi = {10.32614/RJ-2016-060},
}

@Manual{ggfortify2018,
  author = {Masaaki Horikoshi and Yuan Tang},
  title = {ggfortify: Data Visualization Tools for Statistical Analysis Results},
  year = {2018},
  url = {https://CRAN.R-project.org/package=ggfortify},
}

@Book{ggplot22016,
  author = {Hadley Wickham},
  title = {ggplot2: Elegant Graphics for Data Analysis},
  publisher = {Springer-Verlag New York},
  year = {2016},
  isbn = {978-3-319-24277-4},
  url = {https://ggplot2.tidyverse.org},
}

@Manual{tidymodels2020,
  title = {Tidymodels: a collection of packages for modeling and machine learning using tidyverse principles.},
  author = {Max Kuhn and Hadley Wickham},
  url = {https://www.tidymodels.org},
  year = {2020},
}

@Article{vip2020,
  title = {Variable Importance Plots---An Introduction to the vip Package},
  author = {Brandon M. Greenwell and Bradley C. Boehmke},
  journal = {The R Journal},
  year = {2020},
  volume = {12},
  number = {1},
  pages = {343--366},
  url = {https://doi.org/10.32614/RJ-2020-013},
}