Replace np.ndarray with npt.NDArray for improved type hinting #4899
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Description
This PR updates the type hints by replacing np.ndarray with npt.NDArray from numpy.typing. It was necessary because using npt.NDArray is the recommended way to define NumPy arrays in type hints.
Fixes #4512
Type of change
Please add a line in the relevant section of CHANGELOG.md to document the change (include PR #)
Important checks:
Please confirm the following before marking the PR as ready for review:
nox -s pre-commit
nox -s tests
nox -s doctests