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BUG: consider shipping numpy 2 final (or rc2) with OpenBLAS 0.3.27 #26240

@ogrisel

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@ogrisel

NumPy 2.0.0rc1 currently ships OpenBLAS 0.3.26 that has a thread-safety bug on Windows:

This was fixed in OpenBLAS 0.3.27 but is not yet packaged on pypi.org:

This bug is causing the scikit-learn release CI to freeze when testing against numpy 2.0.0rc1.

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