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Is there a reason to use this over DVC[1] which is language and framework agnostic and supports a large number of storage backends? It works with any git repo a
by Datenstrom 7y ago
Is there a reason to use this over DVC[1] which is language and framework agnostic and supports a large number of storage backends? It works with any git repo and even polyglot implementations and can run the DAG on any system.
Currently using DVC, MLflow just for metadata visualization and notes on experiments, and Anaconda for (python) dependency management. We are an embedded shop so we don't deploy to the "cloud."
[1]: https://dvc.org/ https://dvc.org/
- vtuulos 7y agoWe are good friends with the DVC folks! If the DVC + MLFlow + Anaconda stack works for you, that's great. Metaflow provides similar features. The cloud integration is really important at Netflix's scale.