Seldon Core¶

Goals¶

Seldon Core is an open source platform for deploying machine learning models on a Kubernetes cluster.

Deploy machine learning models in the cloud or on-premise.

Get metrics and ensure proper governance and compliance for your running machine learning models.

Create powerful inference graphs made up of multiple components.

Provide a consistent serving layer for models built using heterogeneous ML toolkits.

Getting Started

Overview

Workflow

Wrappers

Inference Graphs

Deployment Options

ML Compliance and Governance

Examples

Tutorials

Reference

Developer