The reproducibility of published results requires publicly available (and, ideally, open source) software implementations of these algorithms. Among the 23 tools, 17 have made their source code available, although only eight provide explicit open-source licenses (Table ). Many tools continue to be under active development, as evidenced by ongoing updates on GitHub.