CodaLab is an open-source web-based platform that enables researchers, developers, and data scientists to collaborate, with the goal of advancing research fields where machine learning and advanced computation is used. CodaLab helps solve many common problems in the arena of data-oriented research through its online community, where people share worksheets and participate in collaborative competitions.
Immutable experimentation that ensures reproducibility
Today’s data-driven research and development is stymied by an inability of scientists and their collaborators to easily reproduce and augment one another’s experiments. CodaLab addresses this problem by providing a cloud-based virtual “workbench,” where computer scientists can conduct data-driven experiments quickly and easily.
Experiments can then be easily copied, reworked, and edited by other collaborators in order to advance the state-of-the-art in data-driven research and machine learning. Conferences such as ACL 2016 encourage the use of CodaLab Worksheets for submission of software resources with papers. Do you want to share your research and accelerate the path of innovation?
Try CodaLab Worksheets now >
Collaboration that drives innovation
By working with the data-driven research community, we have enhanced the ability of scientists and engineers to organize and host competitions in which participants can collaborate with one another to deliver the best solutions for some of their most challenging problems.
Try CodaLab Competitions now >
Want to further develop CodaLab?
Contribute to this open-source platform on GitHub >
CodaLab’s community leaders include Percy Liang, of Stanford University, who focuses on CodaLab Worksheets; Isabelle Guyon, of University of Paris-Saclay and ChaLearn, who focuses on CodaLab Competitions; and Sergio Escalera, of the Autonomous University of Barcelona.
CodaLab has received important contributions from many people, and we would like to thank them for their efforts in making CodaLab what it is today:
Pujun Bhatnagar, Eric Carmichael, Justin Carden, Richard Caruana, Francis Cleary, Sergio Escalera, Ivan Judson, Lori Ada Kilty, Shaunak Kishore, Stephen Koo, Pragnya Maduskar, Simon Mercer, Arthur Pesah, Christophe Poulain, Lukasz Romaszko, Xavier Baro Sole, Paul Viola, Erick Watson, Tony Yang, Flavio Zhingri, Michael Zyskowski.