Writing your First Distributed Python Application with Ray (without multiprocessing)

• Ray

  42 30,988 10.0 Python

  Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  

Here is an older discussion on dask vs ray from the creators of both projects: https://github.com/ray-project/ray/issues/642

• Dask

  32 11,982 9.7 Python

  Parallel computing with task scheduling

  

It is also worth noting that we are Ray developers and by no means are we Dask experts! We’ve tried to take due diligence for the sort benchmark and have filed tracking issues on the Dask GitHub here and here. You can also find the code and results for all of our benchmarks here.

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• community

  1 20 0.0

  For general discussion and community planning. Discussion issues welcome. (by dask)

  

It is also worth noting that we are Ray developers and by no means are we Dask experts! We’ve tried to take due diligence for the sort benchmark and have filed tracking issues on the Dask GitHub here and here. You can also find the code and results for all of our benchmarks here.

• dask-on-ray-blog

  1 3 0.0 Python

. You can also find the code and results for all of our benchmarks here.

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