style: Normalise numpy imports with import numpy as np
#2693
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The convention when importing NumPy is to use
import numpy as np
. This PR makes it uniform across the project, especially in samples.Fixes: unconventional-import-alias (ICN001)
Ruff rule: https://docs.astral.sh/ruff/rules/unconventional-import-alias/