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jackvfb / south-pole-ozone-hole

Using ozonesonde vertical profiles to generate a cross section of the Antarctic ozone hole. :snowflake: :balloon: :chart_with_downwards_trend:
https://jackvfb.github.io/south-pole-ozone-hole
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Added hyperparameter optimization #5

Closed jackvfb closed 1 month ago

jackvfb commented 1 month ago

Added a V-fold cross-validation step to optimize the K-neighbors hyperparameter for the regression model. This was all implemented using tidymodels. Closes #3