Software Alternatives & Reviews

What are some open-source ML pipeline managers that are easy to use?

Metaflow Dagster ZenML
  1. Framework for real-life data science; build, improve, and operate end-to-end workflows.
    Pricing:
    • Open Source
    I would recommend the following: - https://www.mage.ai/ - https://dagster.io/ - https://www.prefect.io/ - https://metaflow.org/ - https://zenml.io/home.

    #Workflow Automation #DevOps Tools #Workflows 12 social mentions

  2. The cloud-native open source orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.
    Pricing:
    • Open Source
    I would recommend the following: - https://www.mage.ai/ - https://dagster.io/ - https://www.prefect.io/ - https://metaflow.org/ - https://zenml.io/home.

    #Utilities #Analytics #Analytics Integrator 1 social mentions

  3. 3
    Create reproducible machine learning pipelines

    #Developer Tools #AI #GitHub 10 social mentions

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