/workshop-advanced-tidymodels

Javier's fork of the Advanced Tidymodels workshop materials

Primary LanguageJavaScriptCreative Commons Attribution Share Alike 4.0 InternationalCC-BY-SA-4.0

workshops

This repo contains tutorial materials for machine learning with tidymodels.

Organization

This repo is organized into directories:

  • slides/ has Quarto files for the latest version of our slides.
  • classwork/ contains Quarto files prepared for you to work along with the slides.
  • archive/ is the location for older versions of this workshop.

Code of Conduct

Please note that the workshops project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

CC BY-SA 4.0

Archiving Notes

To archive previous workshop notes:

  • Make a subdirectory in archive/ called YYYY-MM-workshop-name.
  • Copy the contents of slides/ into archive/YYYY-MM-workshop-name.
  • Copy the contents of classwork/ into archive/YYYY-MM-workshop-name.
  • Copy index.qmd into archive/YYYY-MM-workshop-name.
  • In index.qmd, remove slides/ from links to slides.
  • In _quarto.yml:
    • add an entry "archive/YYYY-MM-workshop-name/*qmd" under render.
    • add an entry "archive/YYYY-MM-workshop-name/classwork/*qmd" under resources.
  • In archive/YYYY-MM-workshop-name/, add a _metadata.yml file with the contents
execute:
  freeze: true
  • In the command line, run quarto render archive/YYYY-MM-workshop-name. This will regenerate the workshop slides under docs/archive/YYYY-MM-workshop-name.
  • Check that:
    • Running quarto render didn't change any files in docs/ outside of docs/archive/.
    • The generated slides are added to _freeze/archive/YYYY-MM-workshop-name rather than in archive/YYYY-MM-workshop-name.
    • The generated slides work (specifically, that filepaths to figures function correctly.)
  • In index.qmd, add an entry in H2 "Past workshops" like [M YYYY](archive/YYYY-MM-workshop-name/) in workshop-name

Once the above changes are merged to main, make a GitHub Release noting the big-picture changes since the previous iteration of the workshop.