The goal of CodaLab is to faciliate transparent, reproducible, and collaborative research in computation- and data-intensive areas such as machine learning. Think Git for experiments. This repository contains the code for the CodaLab Bundle Service and provides the foundation on which the CodaLab website is built.
The CodaLab Bundle Service allows users to create bundles, which are immutable directories containing code or data. Bundles are either uploaded or created from other bundles by executing arbitrary commands. When the latter happens, all the provenance information is preserved. In addition, users can create worksheets, which interleave bundles with free-form textual descriptions, allowing one to easily describe an experimental workflow.
This package also contains a command-line interface cl that provides flexible
access to the CodaLab Bundle Service. The CodaLab
website provides a graphical interface to
the service, as well as supporting competitions.
Try the CLI now online on CodaLab.org.
The CodaLab community forum is hosted on Google Groups.