Not compatible with sklearn >1.5.2

[sandeep-189]

The library uses _validate_data function of BaseEstimator in sklearn which is deprecated in version 1.6 and removed in 1.7. So to workaround the issue we can use scikitlearn==1.5.2

[sandeep-189]

Simplest way to make it compatible, maybe just remove the validate_data line and let the pandas figure out the conversion.

Or add a simple check that X and Y is an instance of numpy int/float array (though this removes ability to send in dataframe) and that their shapes align on the first dim.

[JarneVerhaeghe]

Fixed with the new release https://github.com/predict-idlab/powershap/releases/tag/v0.1.0