Use it when
- You want pre-configured data storage.
- You want a data versioning platform based on open-source tools.
- You want integrated data annotation, tracking versioning, and managing tools.
- You want integrated collaboration tools.
- You want to manage an end-to-end open source MLOps stack from a single UI.
- You want easy integration into an existing project.
- You want a language agnostic platform.
- Only the DagsHub client is open-source and requires signing up.
- The DagsHub client covers data logging to the DagsHub Storage, data queries, and downloads of your logged data.
- The free plan only works with DagsHub Storage.
- Using your designated storage requires an Organization plan.
- The open-source tools (DVC and Git) must be installed on your local or cloud machine.
Airflow + MLflow stack
pip install dagshub