For a real matrix , the row space is the linear span of its rows in , and the column space is the linear span of its columns in . Its null space consists of the input vectors sent to zero:The rank of a matrix isThe equality of row and column dimensions is the row-rank/column-rank theorem. Each displayed space is a linear subspace of the indicated ambient vector space.
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