Cannot install mcmodels with new versions of scikit-learn

[magnesium2400]

I tried to install the mcmodels package following the instructions on the website here, with scikit-learn v1.4.0 on my machine.

This failed due to an import error:

ImportError: cannot import name '_check_param_grid' from 'sklearn.model_selection._search' (/XXX/venv/lib/python3.9/site-packages/sklearn/model_selection/_search.py)
      [end of output]

Downgrading the version of scikit-learn to v.1.0.2 (as per the suggestions here seems to have fixed the issue.

If this could be updated on the site that would be great.