Abstract: Similarity functions and distance functions are widely used in cluster analysis, similarity analysis, and difference analysis. These functions have various mathematical forms and will yield different results. In this paper 13 similarity functions and distance functions were developed as Matlab functions. They can be used in various Matlab-based studies. Some applications of these functions were listed.