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add support for sparse X #565

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Job	Run time
Check notebooks mypy	47s
Pre-commit Checks	35s
Unit Tests (ubuntu-latest, py310)	12m 30s
Unit Tests (ubuntu-latest, py311)	12m 25s
Unit Tests (ubuntu-latest, py312)	13m 47s
Unit Tests (macos-latest, py310)	9m 28s
Unit Tests (macos-latest, py311)	10m 0s
Unit Tests (macos-latest, py312)	10m 26s
Unit Tests (windows-latest, py310)	15m 14s
Unit Tests (windows-latest, py311)	16m 57s
Unit Tests (windows-latest, py312)	17m 5s
	1h 59m 14s