Links update #1046

Job	Run time
Lint Notebooks	5s
Black format	10s
Lint with flake8 for syntax+other error codes	5s
Test: Python 3.7 on ubuntu-latest	1m 52s
Test: Python 3.8 on ubuntu-latest	2m 16s
Type check	2m 45s
Test: Python 3.9 on ubuntu-latest	2m 32s
Test: Python 3.10 on ubuntu-latest	2m 34s
Test: Python 3.11 on ubuntu-latest	2m 22s
Test: Python 3.7 on macos-latest	3m 5s
Test: Python 3.8 on macos-latest	7m 20s
Test: Python 3.9 on macos-latest	3m 25s
Test: Python 3.10 on macos-latest	4m 57s
Test: Python 3.11 on macos-latest	2m 57s
Test: Python 3.7 on windows-latest	4m 47s
Test: Python 3.8 on windows-latest	7m 47s
Test: Python 3.9 on windows-latest	4m 2s
Test: Python 3.10 on windows-latest	8m 27s
Test: Python 3.11 on windows-latest	3m 50s
	1h 5m 18s

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