Glossary

Technical definitions of platform concepts.

Competition

A structured, (often) time-bound, incentive-driven challenge where participants (typically data scientists) compete to solve a specific problem or achieve a defined objective using data, algorithms, or machine learning models.

Crunch

A period during which the leaderboard can be updated and compute quotas can be refreshed.

This period usually lasts for a week, but it can be arbitrary.

Crunch is the technical term. It is also used by marketers to refer to a Competition.

Submission Phase

Part of the competition while submission is allowed. The data does not change and the quota is regularly reset.

It is also known as the public leaderboard.

Out-of-Sample Phase

Part of the competition while scoring is happening on an out-of-sample phase. The data does change regularly, and no modification is allowed to your code or selection.

It is also known as the private leaderboard.

Submission

Similar to a Git commit, a submission represents a frozen version of a user's code. Once on the platform, no file can be updated and the message cannot be changed.

Run

Similar to GitHub Actions, a run is when a user's code is executed in the cloud environment. The environment is heavily restricted. The user's code must follow the Code Interface in order to run properly.

Prediction

A prediction is the output of a Run.