ClearML

ClearML

Build Better AI At Any Scale, Faster

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ClearML is an open-source, end-to-end platform for continuous machine learning (ML). It provides a unified platform for data management, experiment tracking, model training, deployment, and monitoring. ClearML is designed to make it easy for teams to collaborate on ML projects and to ensure that models are deployed and maintained in a reliable and scalable way.

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Features

Advantages

  • Open source and flexible
  • Automagical orchestration
  • Scheduling and optimized compute
  • Goodbye silos. Hello real-time collaboration
  • Enterprise complexity simplified

Disadvantages

  • Can be complex to set up and configure
  • May not be suitable for small teams or projects
  • Can be expensive for large-scale deployments

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