Adopt the array api #691

Job	Run time
ubuntu-py312-coverage	1m 16s
ubuntu-py313-jax	1m 54s
windows-py312	2m 20s
ubuntu-py312-bottleneck	1m 1s
macos-py312-dask	46s
ubuntu-py311-oldestdeps	1m 9s
ubuntu-ruff	16s
ubuntu-build_docs	1m 52s
ubuntu-py313-test-alldeps-devdeps	1m 42s
	12m 16s

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