We invite ODS Summer of Code participants to help us on our new DVC-based library DVCLive.
We have a new project DVCLive, not DVC so that might be better for students. DVCLive is newer (easy to contribute) and more ML specific (it might be a better fit for the students).
DVCLive is an open-source library for monitoring the progress of metrics during training of machine learning models. It's built with Git and MLOps principles in mind:
Help us with the ongoing active issues of our library. We have ML-specific DVCLive with the set of good-first-issue as well as DVC with a set of good-first-issue. We decide down the road what is the best for the ODS Summer of Code participants.
We have already started to mark some issues as good first issues, and in case of dvclive all marked as such should be fine to take by newcomers.
We will be on the lookout for this kind of issues, and will also be going through dvc's open issues and marking them too.
Today only Python is supported (while DVC is language agnostic), with a minimum number of integrations with ML frameworks:
The DVCLive team is happy to extend the functionality as needed. Please create an issue to start a discussion!