Nah, they are just tricky wee fúckers to keep and can die as a result of a trauma as insignificant as massive changes in water temperatures.
My latest guppy died on Sunday last. He was alive in the morning, then I noticed him just lying dead on the filter about an hour later. I expect he knew we were playing City and just literally lost the will to live.