The Place For Everything Ray
Thousands of organizations use Ray to speed AI development and scale machine learning and Python applications. See what’s new in Ray 2.0 and the Anyscale Platform.
Why Ray? Watch It
On-Demand
Watch and learn how to simplify scaling ML and Python workloads. Tune, train, serve, simplify scaling, and iterate models faster with Ray.
Blogs & Features
We are excited to announce Ray 2.0. With this major release, we take strides towards our goal of making distributed computing scalable, unified, and open.
On-Demand
Missed us in San Francisco for Ray Summit 2022? Don't fret, watch your favorite sessions on demand!
Organizations Using Ray
Why everyone is turning to Ray
Ray is an open source, unified distributed framework that makes it easy to scale AI and Python applications. It provides a single compute framework for data loading....
Easy Scaling
- Scale from a laptop to thousands of servers
- Develop and scale in production, with zero code changes
A Unified Framework
- Supports all workloads - data loading, training, tuning, reinforcement learning, model serving
- Develop, test, and productionize - in one framework
Open Platform
- Integrate with the ML ecosystem, any ML library, data platform & workflow orchestrators
- Run on any cloud, Kubernetes or on a laptop
The enterprise-ready, fully managed Anyscale Platform
The scalable compute platform from the creators of Ray that eases building, deploying, and managing scalable AI and Python applications on Ray.
Orchestration
Experiment management
Hyperparameter Tuning
Any cloud
One Unified Scalable Framework
Effortlessly scale all workloads from data loading to training to hyperparamer tuning, to reinforcement learning and model serving. Learn more about all capabilities and the Ray AI Runtime (AIR).
Organizations globally are using Ray and Anyscale for diverse solutions from recommendation systems, to supply-chain logistics optimization to pricing optimization, virtual environment simulations, and more.
What Users are Saying About Ray and Anyscale
Anyscale is a fully managed scalable Ray compute platform that provides the easiest way to develop, deploy and manage Ray applications.