Python Ray

Open-source Python projects categorized as Ray | Edit details

Top 7 Python Ray Projects

  • 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.

    Project mention: Is it normal to have a negative and near-zero explained variance in PPO? | | 2021-12-25

    I guess I did, as I directly use the PPO agent provided by the RLlib.

  • horovod

    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

    Project mention: [D] PyTorch Distributed Training Libraries: What are the current options? | | 2021-12-07

    Check out Horovod -

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • modin

    Modin: Speed up your Pandas workflows by changing a single line of code

    Project mention: TIL about modin.pandas which significantly speeds up pandas if you import modin.pandas instead of pandas. | | 2021-06-30


  • Python-Raytracer

    A basic Ray Tracer that exploits numpy arrays and functions to work fast.

    Project mention: Raytracing simulation that shows the focusing effect of an image as the ratio of the focal length and diameter of the entrance camera pupil increases. | | 2021-11-24

    Also, here is a raytracer I made that is entirely written in Python.

  • malib

    A parallel framework for population-based multi-agent reinforcement learning.

    Project mention: MALib: A parallel framework for population-based multi-agent reinforcement learning | | 2021-07-23

    Code for found:

  • rxray

    Ray distributed computing integration for RxPY

    Project mention: When ReactiveX meets Ray | | 2021-08-03
  • RayEnvWrapper

    OpenAi's gym environment wrapper to vectorize them with Ray

    Project mention: RayEnvWrapper: Vectorize your environment using Ray | | 2022-01-24


  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-01-24.

Python Ray related posts


What are some of the best open-source Ray projects in Python? This list will help you:

Project Stars
1 Ray 18,887
2 horovod 12,057
3 modin 6,704
4 Python-Raytracer 320
5 malib 250
6 rxray 2
7 RayEnvWrapper 0
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