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add support for sparse X #571

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Job	Run time
Pre-commit Checks	39s
Check notebooks mypy	51s
Unit Tests (ubuntu-latest, py310)	12m 30s
Unit Tests (ubuntu-latest, py311)	12m 57s
Unit Tests (ubuntu-latest, py312)	13m 48s
Unit Tests (macos-latest, py310)	10m 45s
Unit Tests (macos-latest, py311)	10m 32s
Unit Tests (macos-latest, py312)	12m 22s
Unit Tests (windows-latest, py310)	16m 20s
Unit Tests (windows-latest, py311)	16m 6s
Unit Tests (windows-latest, py312)	17m 20s
	2h 4m 10s