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source/guides/installing-scientific-packages.rst
@@ -19,8 +19,7 @@ of different levels of vectorized instructions available in modern CPUs.
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Starting with version 1.10.4 of NumPy and version 1.0.0 of SciPy, pre-built
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32-bit and 64-bit binaries in the ``wheel`` format are available for all major
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operating systems (Windows, macOS, and Linux) on PyPI. Note, however, that on
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-Windows, NumPy binaries are linked against the `ATLAS
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-<https://math-atlas.sourceforge.net/>`__ BLAS/LAPACK library, restricted to SSE2
+Windows, NumPy binaries are linked against the ATLAS BLAS/LAPACK library, restricted to SSE2
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instructions, so they may not provide optimal linear algebra performance.
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There are a number of alternative options for obtaining scientific Python
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