Links update (#251) #1054

Job	Run time
Black format	11s
Lint with flake8 for syntax+other error codes	7s
Lint Notebooks	7s
Type check	2m 6s
Test: Python 3.7 on ubuntu-latest	2m 5s
Test: Python 3.8 on ubuntu-latest	2m 32s
Test: Python 3.9 on ubuntu-latest	21m 3s
Test: Python 3.10 on ubuntu-latest	5m 43s
Test: Python 3.11 on ubuntu-latest	2m 20s
Test: Python 3.7 on macos-latest	2m 36s
Test: Python 3.8 on macos-latest	3m 59s
Test: Python 3.9 on macos-latest	2m 51s
Test: Python 3.10 on macos-latest	3m 39s
Test: Python 3.11 on macos-latest	4m 12s
Test: Python 3.7 on windows-latest	4m 1s
Test: Python 3.8 on windows-latest	5m 49s
Test: Python 3.9 on windows-latest	5m 57s
Test: Python 3.10 on windows-latest	6m 23s
Test: Python 3.11 on windows-latest	6m 3s
	1h 21m 44s

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