Web Reference: Jul 15, 2025 · Ray is an open-source, high-performance distributed execution framework primarily designed for scalable and parallel Python and machine learning applications. It enables developers to easily scale Python code from a single machine to a cluster without needing to change much code. Ray Core provides simple primitives for building and running distributed applications. It enables you to turn regular Python or Java functions and classes into distributed stateless tasks and stateful actors with just a few lines of code. Dask is used anywhere Python is used and people experience pain due to large scale data, or intense computing. You can learn more about Dask applications at the following sources:
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