MLflow

MLflow

ML and GenAI made simple

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MLflow is an open source platform for managing the end-to-end machine learning (ML) lifecycle, including tracking experiments, packaging models, deploying models, and managing model registries. It provides a unified platform for both traditional ML and generative AI applications.

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Features

Advantages

  • Open Source
  • Integrate with any ML library and platform
  • Comprehensive
  • Unified
  • Streamline your entire ML and generative AI lifecycle

Disadvantages

  • Can be complex to set up and configure
  • May not be suitable for small or simple ML projects
  • Requires technical expertise to use effectively

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