Briefly, GPRs are distributions over random variables f (x) of which the distribution is defined by a mean function m(x), commonly m(x) = 0, and a positive definite covariance function k(x, x ′ ) (see below for more details), where x are the function values and (x, x ′ ) all possible input pairs (here peptide sequences):