Ray is a fast and simple framework for building and running distributed applications.

Provides simple primitives for building and running distributed applications.

Enables end users to parallelize single machine code, with little to zero code changes.

Includes a large ecosystem of applications, libraries, and tools on top of the core Ray to enable complex applications.

ray-ecosystem

From the creators of Ray, Anyscale is a framework for building machine learning applications at any scale originating from the UC Berkeley RISELab.

Ray Open Source