Ray

Serverless Kafka Stream Processing with Ray

Analyzing memory management and performance in Dask-on-Ray

Autoscaling clusters with Ray

Authors: Javier Redondo and Ameer Haj Ali

The 2021 Ray Community Pulse Survey is Now Open

Attention Nets and More with RLlib’s Trajectory View API

In this blog post, we’re announcing two new features now stable in RLlib: Support for Attention networks as custom models, and the “trajectory view API”. RLlib is a popular reinforcement learning library that is part of the…

Executing a distributed shuffle without a MapReduce system

Bayesian Hyperparameter Optimization with tune-sklearn in PyCaret

Getting Started with Distributed Machine Learning with PyTorch and Ray

Ray is a popular framework for…

Data Processing Support in Ray

Authors: Sang Cho, Alex Wu, Clark Zinzow, Eric Liang, Stephanie Wang