ray-project

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.

Distributed XGBoost on Ray

Code samples for Ray Serve Meetup on 04/13/2022

Tracking Ray Enhancement Proposals

Mobius is an AI infra platform including realtime computing and training.

A toolkit to run Ray applications on Kubernetes

Pygloo provides Python bindings for Gloo.

Pytorch Lightning Distributed Accelerators using Ray

A Pythonic Data Catalog powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to your big data workloads.

A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.