ml-operations / cli
DVC
Capability: DVC
Use it when
- version datasets and model artifacts alongside Git commits
- reproduce a data pipeline from declared stages and remote artifacts
What it solves
Not the fit when
- does not automatically capture every external data transformation
Install
pip install dvc
Invoke
Run `dvc init`, add large datasets or pipeline stages, configure remote storage, then commit DVC metadata alongside code.
Alternatives
No reviewed alternatives recorded yet.