Is ClearML free to use?
Yes, ClearML is open-source and free to self-host. There is also an enterprise offering with additional features and managed services.
Can ClearML be used with any ML framework?
ClearML supports integration with most popular ML frameworks such as TensorFlow, PyTorch, Scikit-learn, and more via its SDK and APIs.
Does ClearML support cloud deployments?
Yes, ClearML can be deployed on-premises, on cloud VMs, or Kubernetes clusters, and also offers a managed cloud service for convenience.
How does ClearML handle data versioning?
ClearML tracks datasets as artifacts and versions them automatically, enabling reproducibility and traceability of data used in experiments.