Migrate to mkdocs #650

Job	Run time
Pre-commit Checks	55s
Check notebooks mypy and output exists	1m 5s
Unit Tests (ubuntu-latest, py310)	12m 51s
Unit Tests (ubuntu-latest, py311)	12m 36s
Unit Tests (ubuntu-latest, py312)	15m 15s
Unit Tests (macos-latest, py310)	15m 15s
Unit Tests (macos-latest, py311)	14m 35s
Unit Tests (macos-latest, py312)	13m 18s
Unit Tests (windows-latest, py310)	18m 34s
Unit Tests (windows-latest, py311)	18m 54s
Unit Tests (windows-latest, py312)	20m 59s
	2h 24m 17s

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