A high-performance distributed execution engine

Ray alternatives and similar packages

Based on the "Concurrency and Parallelism" category

• gevent

  8.7 8.9 L4 Ray VS gevent

  A coroutine-based Python networking library that uses greenlet.

• Faust

  6.7 9.8 Ray VS Faust

  Python Stream Processing

• Tomorrow

  5.7 0.0 L5 Ray VS Tomorrow

  Magic decorator syntax for asynchronous code.

• deco

  5.5 0.0 L5 Ray VS deco

  Decorated Concurrency

• eventlet

  5.3 5.6 L3 Ray VS eventlet

  Asynchronous framework with WSGI support.

• SCOOP (Scalable COncurrent Operations in Python)

  4.4 0.9 Ray VS SCOOP (Scalable COncurrent Operations in Python)

  SCOOP (Scalable COncurrent Operations in Python)

• pipelines

  3.2 6.5 Ray VS pipelines

  A compile-to-Python language for writing high-level pipelines

• Wallaroo

  2.7 9.3 Ray VS Wallaroo

  Build and scale real-time data applications as easily as writing a Python script

• Thespian Actor Library

  2.0 7.2 Ray VS Thespian Actor Library

  Python Actor concurrency library

• aiochan

  1.3 9.0 Ray VS aiochan

  CSP-style concurrency for Python like Clojure library core.async

• pyeventbus

  0.8 0.0 Ray VS pyeventbus

  IN PROGRESS: Python 2.7 Event bus

• multiprocessing

  - - Ray VS multiprocessing

  (Python standard library) Process-based "threading" interface.

• threading

  - - Ray VS threading

  (Python standard library) Higher-level threading interface.

* Code Quality Rankings and insights are calculated and provided by Lumnify.
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Popular Comparisons

• Ray
  vs
  multiprocessing
• Ray
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  SCOOP (Scalable COncurrent Operations in Python)
• Ray
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  Faust
• Ray
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  Thespian Actor Library
• Ray
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  gevent

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