pytest

[MNT] testing code in README for correctness #449

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Run time

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Job	Run time
code-quality	26s
coverage (3.12 on macos-latest	1m 26s
coverage (3.12 on ubuntu-latest	1m 18s
coverage (3.12 on windows-latest	3m 29s
notebooks (3.11)	1m 18s
notebooks (3.12)	1m 12s
notebooks (3.13)	1m 17s
notebooks (3.10)	1m 15s
notebooks (3.14)	2m 20s
nosoftdeps (3.11, ubuntu-latest)	51s
nosoftdeps (3.10, ubuntu-latest)	56s
nosoftdeps (3.14, ubuntu-latest)	1m 21s
nosoftdeps (3.12, ubuntu-latest)	55s
nosoftdeps (3.13, ubuntu-latest)	53s
nosoftdeps (3.11, macos-latest)	1m 15s
nosoftdeps (3.13, macos-latest)	55s
nosoftdeps (3.10, macos-latest)	1m 53s
nosoftdeps (3.10, windows-latest)	2m 35s
nosoftdeps (3.11, windows-latest)	1m 45s
nosoftdeps (3.14, macos-latest)	1m 37s
nosoftdeps (3.12, windows-latest)	2m 0s
nosoftdeps (3.12, macos-latest)	1m 9s
nosoftdeps (3.14, windows-latest)	3m 3s
nosoftdeps (3.13, windows-latest)	1m 40s
(3.11, ubuntu-latest)	1m 0s
(3.13, ubuntu-latest)	1m 6s
(3.12, ubuntu-latest)	1m 8s
(3.14, ubuntu-latest)	1m 32s
(3.10, ubuntu-latest)	1m 6s
(3.11, macos-latest)	1m 8s
(3.13, macos-latest)	1m 23s
(3.10, macos-latest)	2m 8s
(3.11, windows-latest)	2m 12s
(3.13, windows-latest)	2m 30s
(3.12, macos-latest)	1m 11s
(3.14, windows-latest)	3m 24s
(3.12, windows-latest)	2m 39s
(3.10, windows-latest)	2m 32s
(3.14, macos-latest)	1m 32s
	1h 3m 20s