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Sparsity-preserving outer products (#24980)
* Add indtype and nnz definitions for SparseColumnView * Handle sparse outer products specially in broadcast * Add specialized kron for sparse outer products * Add tests * Support unitful types * Address review comments. * Change is_specialcase_sparse_broadcast -> can_skip_sparsification. * Lift parent(y) to one function earlier for clarify * Simply call _copy instead of passing through the broadcast machinery again
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