Summit fails on upgrade to scikit-learn 1.1.1

[marcosfelt]

• Operating System: Mac OS X
• Python version: 3.9.12
• summit version used: 0.8.5

Description

Summit fails when using scikit-learn 1.1.1, which is the latest version. This seems to be due to this change in the sklearn code, which removes the _check_param_grid function.

What I Did

from summit import *

The error:

File "/home/appuser/venv/lib/python3.9/site-packages/summit/__init__.py", line 19, in <module>
    from summit.run import *
File "/home/appuser/venv/lib/python3.9/site-packages/summit/run.py", line 3, in <module>
    from summit.benchmarks import *
File "/home/appuser/venv/lib/python3.9/site-packages/summit/benchmarks/__init__.py", line 3, in <module>
    from .experimental_emulator import *
File "/home/appuser/venv/lib/python3.9/site-packages/summit/benchmarks/experimental_emulator.py", line 21, in <module>
    from sklearn.model_selection._search import BaseSearchCV, _check_param_grid