What is Hydrosphere Serving?

Hydrosphere Serving is an open source model management cluster for deploying, serving and monitoring machine learning models and ad-hoc algorithms. It enables you to get your models up and running in an instant on just about any infrastructure and using any of the available machine learning toolkits. It lets you monitor your models’ performance, analyse their inputs, observe models’ inference on given data and many more.

  • Installation page will help you to setup an instance of Serving on your machine.
  • Tutorials page will teach you the basic concepts of working with Serving.
  • How-To page will show you quick recipes on how to achieve some specific goal.
  • Concepts page will explain you the core ideas that lie under the Serving architecture.