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DVC vs Metaflow

DVC: Git-style version control for datasets and ML models Metaflow: Open source Python framework for real-life ML projects

Comparison of DVC, Metaflow
DVC
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Metaflow
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CategoryMLOpsMLOps
PricingOpen sourceOpen source
Best for
  • Data scientists
  • ML engineers
  • Data teams
  • Data scientists
  • ML engineers
  • Data teams
Highlights
  • Version large data files alongside Git code
  • Track experiments and compare results
  • VS Code extension for DVC
  • Write workflows in plain Python
  • Run steps locally, then scale to the cloud
  • Track and version data between steps automatically
GitHub stars16k10.3k
Last update2 days ago2 days ago

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