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The use of the force_all_finite in the check_array method is causing a FutureWarning due to a recent deprecation in scikit-learn. According to the warning, force_all_finite has been renamed to ensure_all_finite in scikit-learn version 1.6 and will be removed in version 1.8.
If I change it now, it will break compatability with all earlier releases of sklearn. For this reason I think it will be better to accept some deprecation warnings and wait a while before making the change.
The use of the force_all_finite in the check_array method is causing a FutureWarning due to a recent deprecation in scikit-learn. According to the warning, force_all_finite has been renamed to ensure_all_finite in scikit-learn version 1.6 and will be removed in version 1.8.
scikit-learn/scikit-learn#29262
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