Migrate to mkdocs #610

Job	Run time
Pre-commit Checks	37s
Unit Tests (ubuntu-latest, py310)	12m 8s
Check notebooks mypy and output exists	43s
Unit Tests (ubuntu-latest, py311)	12m 12s
Unit Tests (ubuntu-latest, py312)	13m 24s
Unit Tests (macos-latest, py310)	10m 20s
Unit Tests (macos-latest, py311)	9m 35s
Unit Tests (macos-latest, py312)	10m 37s
Unit Tests (windows-latest, py310)	15m 29s
Unit Tests (windows-latest, py311)	16m 13s
Unit Tests (windows-latest, py312)	18m 4s
	1h 59m 22s

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