Contributions to DREAMTools are direct (e.g. by contributing to the code in the github repository or indirectly (e.g., by developing an original scoring functions in DREAM challenges). Since DREAMTools framework is dynamic by nature, we won’t keep a list of contributors, which would be outdated quickly. Instead, we recommend to check the scoring module themselves (e.g., dreamtools/dream5/D5C2/ or the github log, the DREAM website (, or the Synapse web of the challenge itself.