Ray alternatives and related packages

Based on the "Concurrency and Parallelism" category

• gevent

  8.7 9.3 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

  5.8 0.0 L5 Ray VS Tomorrow

  Magic decorator syntax for asynchronous code.

• deco

  5.5 1.1 L5 Ray VS deco

  Decorated Concurrency

• Wallaroo

  5.2 9.7 Ray VS Wallaroo

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

• eventlet

  5.1 6.8 L3 Ray VS eventlet

  Asynchronous framework with WSGI support.

• SCOOP (Scalable COncurrent Operations in Python)

  3.3 0.0 Ray VS SCOOP (Scalable COncurrent Operations in Python)

  SCOOP (Scalable COncurrent Operations in Python)

• Thespian Actor Library

  1.8 6.8 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

  0.6 5.3 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.
They vary from L1 to L5 with "L5" being the highest. Visit our partner's website for more details.

Do you think we are missing an alternative of Ray or a related project?

Ray Recommendations

Have you used Ray? Share your experience. Write a short recommendation and Ray, you and your project will be promoted on Awesome Python.
Recommend Ray

Recently added Ray resources

Popular Comparisons

• Ray
  vs
  SCOOP (Scalable COncurrent Operations in Python)
• Ray
  vs
  multiprocessing
• Ray
  vs
  pyeventbus
• Ray
  vs
  deco
• Ray
  vs
  threading

SaaSHub - The independent software marketplace. Find the best software and alternatives. More from our team