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The sum of two matricies A and B
A + B = (v1+w1, …..,vn+wn)
The scalar product of matrix a with a constant c
cA = (cv1 , …., cvn)
The matrix product of two matricies A and B is
AB = (Ab1, Ab2, …. , Abn)
The identity matrix

Let A be an nxn matrix, the INVERSE of A is
Matrix B st AB = BA = In
One sided inverses Lemma
For nxn Matricies, if AB = ln, then B = A^-1