ethanglaser

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Perhaps not within scope of this PR, but still facing issues with spmd pca using n_components with float and generally with predict method.

I am not sure if there is anything else to be done to move PCA out of preview other than finalizing this PR

> I've got the same issue and here is the package info: notice: I have even tried to put all the dll files to c:\python312\dlls, where other dll files are...

Hi @fantasydog @spinningwatt Can you please share the results of running the conditionals here in your environment: https://github.com/intel/scikit-learn-intelex/blob/main/onedal/__init__.py#L22-L38 I have not been able to reproduce this issue on my own...

Latest CI with just GPU tests: http://intel-ci.intel.com/ef0e2f47-e2c3-f1f1-aee4-a4bf010d0e2e

Is this still an issue? Otherwise we can close the PR