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add support for sparse X #583

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Job	Run time
Check notebooks mypy	44s
Pre-commit Checks	42s
Unit Tests (ubuntu-latest, py310)	12m 35s
Unit Tests (ubuntu-latest, py311)	12m 56s
Unit Tests (ubuntu-latest, py312)	13m 9s
Unit Tests (macos-latest, py310)	11m 46s
Unit Tests (macos-latest, py311)	10m 58s
Unit Tests (macos-latest, py312)	13m 7s
Unit Tests (windows-latest, py310)	16m 35s
Unit Tests (windows-latest, py311)	15m 59s
Unit Tests (windows-latest, py312)	17m 21s
	2h 5m 52s