Hey everyone, our team is working on open-source tools for data scientists: dvc.org and cml.dev. These two products help ML teams track ML experiments and run training in the cloud using Git & GitOps approach.
Today we are launching DVC Studio - User Interface for DVC and CML. This UI works on top of GitLab, GitHub or BitBucket and extends it by ML specific scenarios:
- Visualizing dashboard of ML experiments
- Graphs for your ML training
- Manages connections to your clouds - data is not stored in Git, but cloud storages :)
- Modify hyperparameters in UI & run ML experiments in clouds or Kubernetes
All of this through Git, GitOps paradigm and with connection to GitLab, GitHub and BitBucket.
Looking forward to your feedback!
DVC