10

8

6

4

2


9.7

10.0
Ray

8.5

5.2

8.4
0.0

5.4

4.8

5.3
0.0

5.3
0.0

15 Concurrency and Parallelism packages and projects

  • Ray

    9.7 10.0 Python
    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

    8.5 5.2 L4 Python
    Coroutine-based concurrency library for Python
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  • Faust

    8.4 0.0 Python
    Python Stream Processing
  • eventlet

    5.4 4.8 L3 Python
    Concurrent networking library for Python
  • Wallaroo

    5.3 0.0 Pony
    Distributed Stream Processing
  • Tomorrow

    5.3 0.0 L5 Python
    Magic decorator syntax for asynchronous code in Python
  • deco

    5.2 1.0 L5 Python
    Decorated Concurrency
  • SCOOP (Scalable COncurrent Operations in Python)

    4.0 4.8 Python
    SCOOP (Scalable COncurrent Operations in Python)
  • pipelines

    2.9 0.0 Nim
    An experimental programming language for data flow
  • Thespian Actor Library

    2.3 5.2 Python
    Python Actor concurrency library
  • aiochan

    2.0 0.0 Python
    CSP-style concurrency for Python
  • pyeventbus

    1.0 0.0 Python
    Python Eventbus
  • concurrent.futures

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

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

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

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