Ray VS Thespian Actor Library

Compare Ray vs Thespian Actor Library and see what are their differences.

Ray

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. (by ray-project)
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Ray Thespian Actor Library
24 1
18,352 157
2.4% -
10.0 6.6
7 days ago 6 months ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Ray

Posts with mentions or reviews of Ray. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-08.

Thespian Actor Library

Posts with mentions or reviews of Thespian Actor Library. We have used some of these posts to build our list of alternatives and similar projects.
  • Ask HN: How to 100% enable remote infrastructure?
    1 project | news.ycombinator.com | 29 Apr 2021
    "Even things that can't go wrong, do." - Troubleshooting Analog Circuits, Robert "Bob" Pease.

    I had an application on a Raspberry PI that paired with a Bluetooth Low Energy device to fetch and send its data through a 3G dongle, on the premises of non-technical people who cannot troubleshoot, in different countries and time zones. There were a lot of things that could go wrong, and I wrote code to mitigate and recover, including pulling new code.

    Part of it was using the Actor Model. I wrote actors to connect to the device, pulling data, sending data, computing what was sent, etc. The actor system handled the actors, when one died, it would recreate another one when an unhandled exception was met, for example.

    https://en.wikipedia.org/wiki/Actor_model

    If you're doing Scala, take a look at Akka. The new Scala has native support for this, if I remember correctly, without Akka.

    If you're doing Python: https://github.com/kquick/Thespian, https://thespianpy.com/doc/

What are some alternatives?

When comparing Ray and Thespian Actor Library you can also consider the following projects:

Faust - Python Stream Processing

stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

gevent - Coroutine-based concurrency library for Python

SCOOP (Scalable COncurrent Operations in Python) - SCOOP (Scalable COncurrent Operations in Python)

stable-baselines - A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

optuna - A hyperparameter optimization framework

Tomorrow - Magic decorator syntax for asynchronous code in Python

Wallaroo - Distributed Stream Processing

pipelines - An experimental programming language for data flow