The inverse of a square matrix $A$ is a matrix $A^{-1}$ satisfying $A^{-1}A=AA^{-1}=I$. It reverses the associated linear transformation. An inverse exists exactly when $A$ has full rank. Rectangular matrices can have one-sided inverses but no two-sided inverse.
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