Ray alternatives and similar packages

Based on the "Concurrency and Parallelism" category.
Alternatively, view Ray alternatives based on common mentions on social networks and blogs.

gevent

8.5 6.7 L4 Ray VS gevent

Coroutine-based concurrency library for Python
Faust

8.4 0.0 Ray VS Faust

Python Stream Processing

Less time debugging, more time building

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eventlet

5.5 4.8 L3 Ray VS eventlet

Concurrent networking library for Python
Wallaroo

5.4 0.0 Ray VS Wallaroo

Distributed Stream Processing
Tomorrow

5.4 0.0 L5 Ray VS Tomorrow

Magic decorator syntax for asynchronous code in Python
deco

5.2 2.2 L5 Ray VS deco

Decorated Concurrency
SCOOP (Scalable COncurrent Operations in Python)

3.9 0.0 Ray VS SCOOP (Scalable COncurrent Operations in Python)

SCOOP (Scalable COncurrent Operations in Python)
pipelines

2.9 0.0 Ray VS pipelines

An experimental programming language for data flow
Thespian Actor Library

2.3 5.9 Ray VS Thespian Actor Library

Python Actor concurrency library
aiochan

1.9 0.0 Ray VS aiochan

CSP-style concurrency for Python
pyeventbus

0.9 0.0 Ray VS pyeventbus

Python Eventbus
concurrent.futures

- Ray VS concurrent.futures

(Python standard library) A high-level interface for asynchronously executing callables.
threading

- Ray VS threading

(Python standard library) Higher-level threading interface.
multiprocessing

- Ray VS multiprocessing

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