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Codabench is a flexible, easy-to-use and reproducible benchmarking platform. Check our paper at Patterns Cell Press https://hubs.li/Q01fwRWB0

License: Apache License 2.0

Shell 0.09% JavaScript 41.21% Ruby 0.01% Python 51.52% CSS 0.03% HTML 5.93% Dockerfile 0.02% Stylus 1.17% Procfile 0.02%

codabench's Introduction

Codabench logo Circle CI

Major changes to upstream

  • Created a django admin command for creating users and approving them for a competition, given a list of users/emails.
  • Upgraded caddy to official caddy 2 image for external account binding.
    • Since then there is always the same error in the logs "minio-1 | 2024/05/31 12:49:18 http: TLS handshake error from [IP]: EOF" but everything seems to work.
    • Edit: upstream has now also upgraded to caddy 2
  • Enabled TLS/HTTPS for minio by sharing the certificates from caddy. They need to be copied manually when the certificate gets renewed.

What is Codabench?

Codabench 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. Codabench helps to solve many common problems in the arena of data-oriented research through its online community where people can share worksheets and participate in competitions and benchmarks. It can be seen as a version 2 of CodaLab Competitions.

To see Codabench in action, visit codabench.org.

Documentation

Quick installation (for Linux)

To participate, or even organize your own benchmarks or competitions, you don't need to install anything, you just need to sign in an instance of the platform (e.g. this one). If you wish to configure your own instance of Codabench platform, here are the instructions:

$ cp .env_sample .env
$ docker-compose up -d
$ docker-compose exec django ./manage.py migrate
$ docker-compose exec django ./manage.py generate_data
$ docker-compose exec django ./manage.py collectstatic --noinput

You can now login as username "admin" with password "admin" at http://localhost:8000

If you ever need to reset the database, use the script ./reset_db.sh

License

Copyright (c) 2020-2022, Université Paris-Saclay. This software is released under the Apache License 2.0 (the "License"); you may not use the software except in compliance with the License.

The text of the Apache License 2.0 can be found online at: http://www.opensource.org/licenses/apache2.0.php

Cite Codabench in your research

@article{codabench,
    title = {Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform},
    author = {Zhen Xu and Sergio Escalera and Adrien Pavão and Magali Richard and
              Wei-Wei Tu and Quanming Yao and Huan Zhao and Isabelle Guyon},
    journal = {Patterns},
    volume = {3},
    number = {7},
    pages = {100543},
    year = {2022},
    issn = {2666-3899},
    doi = {https://doi.org/10.1016/j.patter.2022.100543},
    url = {https://www.sciencedirect.com/science/article/pii/S2666389922001465}
}

codabench's People

Contributors

didayolo avatar ckcollab avatar jimmykodes avatar ihsaan-ullah avatar logan-ruf avatar dde6khkg avatar gibsonbailey avatar tthomas63 avatar bbearce avatar brendanmyers88 avatar ohmaley avatar dtuantran avatar curious-broccoli avatar dependabot[bot] avatar cjh1 avatar nehzux avatar auroralauu avatar brendon-lind avatar germs31 avatar madclam avatar acletournel avatar lbeziaud avatar binfeng1018 avatar

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