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@amplab @amplab-extras @ucbrise @neurocard @skypilot-org

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  1. skypilot-org/skypilot skypilot-org/skypilot Public

    SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

    Python 6.7k 498

  2. balsa-project/balsa balsa-project/balsa Public

    Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.

    Python 126 25

  3. neurocard/neurocard neurocard/neurocard Public

    State-of-the-art neural cardinality estimators for join queries

    Python 66 27

  4. naru-project/naru naru-project/naru Public

    Neural Relation Understanding: neural cardinality estimators for tabular data

    Python 99 33

  5. ray-project/ray ray-project/ray Public

    Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

    Python 33.7k 5.7k

  6. ray-project/credis ray-project/credis Public

    C++ 9 7