Anyscale

Anyscale is a platform that simplifies the development, deployment, and management of scalable AI and Python applications using Ray, an open-source unified compute framework. It enables users to effortlessly scale ML and Python workloads, from data preprocessing to hyperparameter tuning, training, and model serving. With Anyscale, organizations can scale their workloads from a laptop to thousands of servers, without making any code changes. The platform is an enterprise-ready managed Ray platform that supports various AI tasks, including data loading, training, tuning, reinforcement learning, and model serving. It can be integrated with the ML ecosystem, any ML library, data platform, and workflow orchestrators. Anyscale provides accelerated development and allows users to instantly scale their applications in production. It can run on any cloud or Kubernetes, or even on a laptop. Overall, Anyscale is a comprehensive tool that offers a unified framework, effortless scaling, and accelerated development for AI and Python applications.