concurrent.futures alternatives and similar packages

Based on the "Concurrency and Parallelism" category.

Ray

9.7 10.0 concurrent.futures VS Ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
gevent

8.4 0.0 L4 concurrent.futures VS gevent

Coroutine-based concurrency library for Python

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Faust

8.4 0.0 concurrent.futures VS Faust

Python Stream Processing
eventlet

5.5 4.3 L3 concurrent.futures VS eventlet

Concurrent networking library for Python
Wallaroo

5.3 0.0 concurrent.futures VS Wallaroo

Distributed Stream Processing
deco

5.2 0.0 L5 concurrent.futures VS deco

Decorated Concurrency
Tomorrow

5.2 0.0 L5 concurrent.futures VS Tomorrow

Magic decorator syntax for asynchronous code in Python
SCOOP (Scalable COncurrent Operations in Python)

4.0 5.2 concurrent.futures VS SCOOP (Scalable COncurrent Operations in Python)

SCOOP (Scalable COncurrent Operations in Python)
pipelines

2.9 0.0 concurrent.futures VS pipelines

An experimental programming language for data flow
Thespian Actor Library

2.4 0.0 concurrent.futures VS Thespian Actor Library

Python Actor concurrency library
aiochan

2.1 0.0 concurrent.futures VS aiochan

CSP-style concurrency for Python
pyeventbus

0.9 0.0 concurrent.futures VS pyeventbus

Python Eventbus
threading

- concurrent.futures VS threading

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

- concurrent.futures VS multiprocessing

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