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The final step of #3972.
Switch default upgrade strategy to only-if-needed
MAINT: always specify install_requires in setup.py
The --upgrade behavior of pip was changed
(pypa/pip#4500), so we can always specify the
numpy dependency correctly.
Don't use setup_requires any more --- that's superseded by
pyproject.toml (and probably never worked properly).