Intel has released an extension to Scikit-learn that speeds up some workloads 10-100x. Of course, this only works on Intel chips, but could be useful for those of us using scikit for our numerai models.
https://intel.github.io/scikit-learn-intelex/
The modifications to code are minimal:
from sklearnex import patch_sklearn
patch_sklearn()