10

8

6

4

2


9.5

10.0
Ray

8.6

8.4

8.4

2.8

5.6
0.0

5.5

2.8

5.4

3.1

15 Concurrency and Parallelism packages and projects

  • Ray

    9.5 10.0 Python
    An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
  • gevent

    8.6 8.4 L4 Python
    Coroutine-based concurrency library for Python
  • Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
    Sponsored scoutapm.com
  • Faust

    8.4 2.8 Python
    Python Stream Processing
  • Tomorrow

    5.6 0.0 L5 Python
    Magic decorator syntax for asynchronous code in Python
  • Wallaroo

    5.5 2.8 Pony
    Distributed Stream Processing
  • deco

    5.4 3.1 L5 Python
    Decorated Concurrency
  • eventlet

    5.4 6.8 L3 Python
    Concurrent networking library for Python
  • SCOOP (Scalable COncurrent Operations in Python)

    3.9 0.0 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 6.9 Python
    Python Actor concurrency library
  • aiochan

    1.9 0.0 Python
    CSP-style concurrency for Python
  • pyeventbus

    0.9 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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