The $3 \times 4$ matrix of ones
\[\begin{bmatrix} 1 & 1 & 1 & 1 \\ 1 & 1 & 1 & 1 \\ 1 & 1 & 1 & 1 \end{bmatrix}\]
Terms
| Term | This example | Why |
|---|---|---|
| array rank | $2$ | The $3 \times 4$ matrix of ones has array rank $2$, because it takes two indices (row and column) to pick out an entry. |
| shape | $(3, 4)$ | In NumPy, a.shape is (3, 4). In MATLAB, size(A) is [3 4].
|
| array size | $3 \cdot 4 = 12$ | In NumPy, a.size is $12$. In MATLAB, numel(A) is $12$.
|
| matrix rank | $1$ | The rank of the $3 \times 4$ matrix of ones is $1$, because every row is $(1, 1, 1, 1)$. The $3 \times 4$ matrix of ones has matrix rank $1$, because all of its columns are equal, so only one is linearly independent. |