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add blog post on ML fairness with tidymodels #681

Closed simonpcouch closed 5 months ago

simonpcouch commented 7 months ago

To be merged after tune and finetune make it to CRAN in coming weeks.

My main goals for this post were to:

1) Give a high-level overview of what fairness-related methods tidymodels will support and why, and 2) Serve as a place to link out to the different fairness-related help-pages and articles we've put together.

The result is pretty text-heavy. If others also feel this is too dense, I'm certainly open to ideas. :) Maybe, underneath the references to the two tidymodels.org articles, we include a screenshot (gif?) of the articles?

EDIT: deploy preview is here.

simonpcouch commented 7 months ago

Thank you, @juliasilge. :)