Seldon Core

Important

Seldon Core V2 is now available. If you’re new to Seldon Core we recommend you start here. Check out the full docs here and make sure to leave feedback on our slack community and submit bugs or feature requests on the repo.

An open source platform to deploy your machine learning models on Kubernetes at massive scale.

Overview

Seldon core converts your ML models (Tensorflow, Pytorch, H2o, etc.) or language wrappers (Python, Java, etc.) into production REST/GRPC microservices.

Seldon handles scaling to thousands of production machine learning models and provides advanced machine learning capabilities out of the box including Advanced Metrics, Request Logging, Explainers, Outlier Detectors, A/B Tests, Canaries and more.

Quick Links

• Join our community Slack to ask any questions

• Get started with Seldon Core Notebook Examples

• Join our fortnightly online community calls (Google Calendar , iCal)

• Learn how you can start contributing

• Check out Blogs that dive into Seldon Core components

• Watch some of the Videos and Talks using Seldon Core