TY - JOUR AU - Adrien Pavao AU - Isabelle Guyon AU - Anne-Catherine Letournel AU - Dinh-Tuan Tran AU - Xavier Baro AU - Hugo Jair Escalante AU - Sergio Escalera AU - Tyler Thomas AU - Zhen Xu PY - 2023// TI - CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges T2 - JMLR JO - Journal of Machine Learning Research N2 - CodaLab Competitions is an open source web platform designed to help data scientists and research teams to crowd-source the resolution of machine learning problems through the organization of competitions, also called challenges or contests. CodaLab Competitions provides useful features such as multiple phases, results and code submissions, multi-score leaderboards, and jobs runninginside Docker containers. The platform is very flexible and can handle large scale experiments, by allowing organizers to upload large datasets and provide their own CPU or GPU compute workers. UR - https://www.jmlr.org/ N1 - HUPBA ID - Adrien Pavao2023 ER -