Links update #1043

Job	Run time
Lint Notebooks	5s
Black format	12s
Lint with flake8 for syntax+other error codes	7s
Test: Python 3.7 on ubuntu-latest	1m 56s
Test: Python 3.8 on ubuntu-latest	2m 18s
Type check	2m 13s
Test: Python 3.9 on ubuntu-latest	2m 38s
Test: Python 3.10 on ubuntu-latest	2m 20s
Test: Python 3.11 on ubuntu-latest	2m 20s
Test: Python 3.7 on macos-latest	2m 31s
Test: Python 3.8 on macos-latest	5m 1s
Test: Python 3.9 on macos-latest	4m 25s
Test: Python 3.10 on macos-latest	4m 29s
Test: Python 3.11 on macos-latest	4m 15s
Test: Python 3.7 on windows-latest	4m 15s
Test: Python 3.8 on windows-latest	4m 26s
Test: Python 3.9 on windows-latest	4m 6s
Test: Python 3.10 on windows-latest	6m 11s
Test: Python 3.11 on windows-latest	6m 34s
	1h 0m 22s

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