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add support for sparse X #578

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Job	Run time
Pre-commit Checks	35s
Unit Tests (ubuntu-latest, py310)	12m 26s
Check notebooks mypy	42s
Unit Tests (ubuntu-latest, py311)	12m 38s
Unit Tests (ubuntu-latest, py312)	13m 29s
Unit Tests (macos-latest, py310)	10m 5s
Unit Tests (macos-latest, py311)	9m 35s
Unit Tests (macos-latest, py312)	11m 38s
Unit Tests (windows-latest, py310)	15m 36s
Unit Tests (windows-latest, py311)	15m 56s
Unit Tests (windows-latest, py312)	17m 57s
	2h 0m 37s