Ray Tutorials and Examples

Machine Learning Examples

Build Simple AutoML for Time Series Using Ray

Build Batch Prediction Using Ray

Build Batch Training Using Ray

Build a Simple Parameter Server Using Ray

Simple Parallel Model Selection

Fault-Tolerant Fairseq Training

Reinforcement Learning Examples

These are simple examples that show you how to leverage Ray Core. For Ray’s production-grade reinforcement learning library, see RLlib.

Learning to Play Pong

Asynchronous Advantage Actor Critic (A3C)

Basic Examples

A Gentle Introduction to Ray Core by Example

Using Ray for Highly Parallelizable Tasks

Running a Simple MapReduce Example with Ray Core