Numerical method for discrete two-sample KS-test in binary stars population synthesis problem

A robust numerical method for discrete two-sample KS-test calculation for is presented. The method is binning-independent and computationally efficient at large ratios of sample sizes. The method is used for binary stars population synthesis problem to test distributions of synthesized binary parameters against distributions of observed parameters.