Use numbagg for `rolling` methods #10664

Job	Run time
detect ci trigger	5s
Doctests	2m 12s
Mypy	2m 19s
Mypy 3.9	2m 28s
Minimum Version Policy (bare-minimum)	41s
Minimum Version Policy (min-all-deps)	42s
Pyright	0s
Pyright 3.9	0s
	8m 27s

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