From biased coin to any discrete distribution

In this note we construct an algorithm generating any discrete distribution with an arbitrary coin (and, as a result, with arbitrary initial distribution). The coin need not be fair and the target distribution can be supported on a countable set.

Automated summary

In this note, an algorithm is introduced to generate any discrete distribution using an arbitrary coin, regardless of fairness, and supported on a countable set.