check_array() got an unexpected keyword argument 'ensure_all_finite'

[falkinator12345]

Hey,

if running the newest doubletdetection release (4.3.0.post1) with not the most recent scikit-learn (1.5.2) the call

adata_clf = doubletdetection.BoostClassifier(n_iters=200, clustering_algorithm='leiden', standard_scaling=True, n_jobs=32, random_state=123)

adata_dd_doublets = adata_clf.fit(adata.X).predict(p_thresh=1e-6, voter_thresh=0.8)

throws an error due to change in the variable name for one argument in check_array(), which is deprecated as is and will be removed form the function in future.

https://scikit-learn.org/stable/modules/generated/sklearn.utils.check_array.html
Deprecated since version 1.6: force_all_finite was renamed to ensure_all_finite and will be removed in 1.8.

[gaspanico]

Thanks for pointing this out @falkinator12345!

For clarity: upgrading scikit-learn from 1.5.2 to 1.7.0 solved the problem. For dependency reasons I also had to upgrade scanpy from 1.11.1 to 1.11.2.