A relatively simple and inexpensive machine for mechanical computation of the autocorrelation function is described. The original design resulted from a collaboration with Dr. George P. Wadsworth of the Massachusetts Institute of Technology. The theoretical definition of the autocorrelation function is given. This is followed by an outline of the hand computational procedure as applied in this laboratory to observational (ocean wave) data of finite scope. The machine computation is next compared with the hand process.