The movement toward reproducible computational science -- where the underlying code and data are made conveniently available along with the published paper -- has accelerated in the last few years. Fields as diverse as statistics, bioinformatics, geosciences, and applied math are making efforts to publish reproducible findings, and journal publication and funding agency requirements are changing....