Adopt the array api #717

Job	Run time
ubuntu-py311-oldestdeps	1m 6s
ubuntu-py312-coverage	1m 9s
windows-py312	1m 42s
ubuntu-ruff	17s
macos-py312-dask	1m 24s
ubuntu-py313-test-alldeps-devdeps	2m 30s
ubuntu-build_docs	1m 8s
ubuntu-py312-bottleneck	1m 0s
ubuntu-py313-jax	1m 35s
	11m 51s

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