[Feature]: Better behavior with unused variables
MilesCranmer opened this issue · 0 comments
MilesCranmer commented
Feature Request
It seems that PySR can struggle in the presence of dummy variables:
^From a really nice paper from @yoshitomo-matsubara et al.
So this issue is set up to track this performance issue and see how we can eliminate it. I think the node-expansion
branch will help a lot with this, once landed, although it won't be completely general to operators. So I wonder if there's a better way, like using a quick-and-dirty feature importance measure to select variables at each mutation.