Adopt the array api #697

Job	Run time
ubuntu-py312-coverage	1m 12s
ubuntu-py311-oldestdeps	1m 8s
ubuntu-py313-jax	1m 41s
ubuntu-build_docs	1m 41s
ubuntu-py313-test-alldeps-devdeps	1m 35s
ubuntu-py312-bottleneck	1m 3s
windows-py312	1m 37s
macos-py312-dask	1m 10s
ubuntu-ruff	22s
	11m 29s

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