Support the latest scikit-learn
jeongyoonlee opened this issue · comments
Is your feature request related to a problem? Please describe.
Current causal tree implementation depends on scikit-learn<=1.0.2, and it raises Cython errors with the latest scikit-learn due to the change introduced in scikit-learn/scikit-learn#22328.
Describe the solution you'd like
Updating the caudal tree code with the changes in scikit-learn/scikit-learn#22328.
Describe alternatives you've considered
Adding scikit-learn/scikit-learn/tree as a subtree (ref). This may help better sync the causalml and scikit-learn's tree implementations while allowing the usage of the latest scikit-learn.
Additional context
N/A
Resolved with #686