Acknowledgements

Thanks are due to many people for the creation of this resource:

• James Duffy at MMV for the original concept & providing some of the screening data

• Andreas Verras for the original work and paper that inspired this project

• Novartis, GSK, St Jude Children's Research Hospital and AstraZeneca for letting us use their data to train models.

• Eric Martin & Ken Hall at Novartis, Darren Green & Martin Saunders at GSK, Anang Shelat & Jason Ochoada at St Jude, Ola Engkvist & Preeti Iyer at AZ for running the models at their organisations

• Andrew Leach, Nicolas Bosc, Eloy Felix, Ricardo Arcila & David Mendez at EMBL-EBI for scientific input & making it all happen

• Mark Gardner at AMG for coordinating the project

• Bill & Melinda Gates Foundation for providing funding for the project