Software Alternatives & Reviews

Needs advice for choosing tools for my team. We use AWS.

Metaflow Hamilton
  1. Framework for real-life data science; build, improve, and operate end-to-end workflows.
    Pricing:
    • Open Source

    #DevOps Tools #Workflow Automation #Workflows 12 social mentions

  2. A scalable general purpose micro-framework for defining dataflows. You can use it to build dataframes, numpy matrices, python objects, ML models, etc. Embed Hamilton anywhere python runs, e.g. spar...
    Otherwise, I'm biased here, but check out https://github.com/dagworks-inc/hamilton - it could be your universal layer that expresses how things should flow, that is orchestration system agnostic, which would make it easy to migrate between systems easily.

    #Application And Data #Languages & Frameworks #Microframeworks (Backend) 5 social mentions

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