Rank

The rank of a matrix is the dimension of the vector space generated by its columns (a.k.a. the column space). In other words, it is the max number of the linearly independent columns of a matrix.

Note

it can be shown that the max number of the linear independence rows of a matrix is equal to the rank, so we don’t need to distinguish between “row rank” and “column rank.”

Properties