/primehub

A toil-free multi-tenancy machine learning platform in your Kubernetes cluster

Primary LanguagePythonApache License 2.0Apache-2.0

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PrimeHub

This repo contains a Helm chart for PrimeHub and a guide to use it.

About

PrimeHub is an effortless infrastructure for machine learning built on top of Kubernetes.

Features

  • Opinionated JupyterHub distribution
  • Group & user based resource management
  • Instance, image & secret management
  • Support different types of dataset
  • Dataset uploader

Installation

Please refer to installation guide.

Contributing

We welcome contributions. See Contributing to get started.

Designs & Concepts

Read more about the designs & concepts of PrimeHub here.

Project Status

This project is still in early stage, things changes quickly and may contain some unexpected features, but we plan to make this rock solid and release more features with the community. Suggestions and discussions are welcome and appreciated.