Migrate to mkdocs #612

Job	Run time
Pre-commit Checks	43s
Unit Tests (ubuntu-latest, py310)	12m 46s
Check notebooks mypy and output exists	49s
Unit Tests (ubuntu-latest, py311)	12m 16s
Unit Tests (ubuntu-latest, py312)	13m 33s
Unit Tests (macos-latest, py310)	10m 40s
Unit Tests (macos-latest, py311)	10m 0s
Unit Tests (macos-latest, py312)	12m 43s
Unit Tests (windows-latest, py310)	16m 11s
Unit Tests (windows-latest, py311)	15m 56s
Unit Tests (windows-latest, py312)	17m 13s
	2h 2m 50s

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