Chisholm has shown how rational approximants may be defined for functions of two variables, which reduce to diagonal Padé Approximants when one variable is zero. We extend the idea to allow for different maximum powers in numerator and denominator, and state the relevant theorems. We discuss numerical difficulties and possible singularities occurring in the construction of the approximants; approximants to the Beta function are calculated and discussed in detail.