I am looking for a way to speed up XGboost performance. Using Tidymodels route with
parsnip::boost_tree in regression mode. I am still fresh when it comes to XGboost. After looking up the topic on the internet, the best bet seems to use histogram-based trees and potentially use gpu for computing.