Ecosystem Integration

Determined is designed to easily integrate with other popular ML ecosystem tools for tasks that are related to model training, such as ETL, ML pipelines, and model serving. It is recommended to use the Python SDK to interact with Determined.

The Works with Determined repository includes examples of how to use Determined with a variety of ML ecosystem tools, including Pachyderm, DVC, Delta Lake, Seldon, Spark, Argo, Airflow, and Kubeflow.