Question: what is the difference between the regular inverse and the pseudo-inverse of a matrix?
Answer: The Moore-Penrose pseudo inverse is a generalization of the matrix inverse when the matrix may not be invertible. ... If A is invertible, then the Moore-Penrose pseudo inverse is equal to the matrix inverse. However, the Moore-Penrose pseudo inverse is defined even when A is not invertible.