Seldon Core — seldon-core documentation (original) (raw)

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