{"id":13633365,"url":"https://github.com/InfuseAI/primehub","last_synced_at":"2025-04-18T10:34:32.261Z","repository":{"id":34593843,"uuid":"179080027","full_name":"InfuseAI/primehub","owner":"InfuseAI","description":"open-source MLOps platform","archived":false,"fork":false,"pushed_at":"2025-04-17T17:20:59.000Z","size":6068,"stargazers_count":399,"open_issues_count":28,"forks_count":40,"subscribers_count":21,"default_branch":"master","last_synced_at":"2025-04-17T21:05:11.623Z","etag":null,"topics":["data-science","distributed-systems","docker","jupyter","jupyterhub","keycloak","kubernetes","machine-learning","primehub","primehub-ce"],"latest_commit_sha":null,"homepage":"https://docs.primehub.io","language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/InfuseAI.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2019-04-02T13:08:15.000Z","updated_at":"2025-04-10T01:53:50.000Z","dependencies_parsed_at":"2024-02-23T09:24:39.290Z","dependency_job_id":"637a84e0-8797-41af-9c81-5186043fbf84","html_url":"https://github.com/InfuseAI/primehub","commit_stats":null,"previous_names":[],"tags_count":113,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/InfuseAI%2Fprimehub","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/InfuseAI%2Fprimehub/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/InfuseAI%2Fprimehub/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/InfuseAI%2Fprimehub/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/InfuseAI","download_url":"https://codeload.github.com/InfuseAI/primehub/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249476982,"owners_count":21278902,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-science","distributed-systems","docker","jupyter","jupyterhub","keycloak","kubernetes","machine-learning","primehub","primehub-ce"],"created_at":"2024-08-01T23:00:35.094Z","updated_at":"2025-04-18T10:34:31.573Z","avatar_url":"https://github.com/InfuseAI.png","language":"Shell","readme":"![logo](docs/media/logo.png?raw=true \"PrimeHub\")\n\n[![GitHub release](https://img.shields.io/github/release/infuseAI/primehub/all.svg?style=flat-square)](https://github.com/infuseAI/primehub/releases)\n[![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2FInfuseAI%2Fprimehub.svg?type=shield)](https://app.fossa.com/projects/git%2Bgithub.com%2FInfuseAI%2Fprimehub?ref=badge_shield)\n[![CircleCI](https://circleci.com/gh/InfuseAI/primehub.svg?style=shield)](https://circleci.com/gh/InfuseAI/primehub)\n[![codecov](https://codecov.io/gh/InfuseAI/primehub/branch/master/graph/badge.svg?token=WOO4EXU96F)](https://codecov.io/gh/InfuseAI/primehub)\n[![InfuseAI Discord Invite](https://img.shields.io/discord/664381609771925514?color=%237289DA\u0026label=chat\u0026logo=discord\u0026logoColor=white)](https://discord.com/invite/5zb2aK9KBV)\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/InfuseAI/primehub-demo-notebooks/blob/main/primehub-sdk-mlops/mlops.ipynb)\n\n\n# PrimeHub Community Edition\n\nWelcome to the PrimeHub Community Edition repository, **PrimeHub** is an effortless infrastructure for machine learning built on the top of Kubernetes. It provides *cluster-computing*, *one-click research environments*, *easy dataset loading*, and *management of various resources* and *access-control*. All of these are designed from *a project/team-centric* concept.\n\nIn terms of **PrimeHub CE**, it provides a few fundamental features from [Enterprise Edition↗](https://www.infuseai.io/primehub).\n\nTo IT leaders, PrimeHub gives flexibility and administration authority to configure resources and settings for their teams, as well as to pave the way and manage productionized workloads.\n\nTo Data scientists, PrimeHub provides Jupyter Notebook-ready environment which is just few-clicks away.\n\nThis community repository contains a *Helm Chart* for PrimeHub CE and a guide on how to install PrimeHub CE with *Helm*.\n\n### AWS launch links\n\n| Edition | Launch link |\n| --- | --- |\n| Community Edition | [![Launch Stack](https://s3.amazonaws.com/cloudformation-examples/cloudformation-launch-stack.png)](https://us-east-1.console.aws.amazon.com/cloudformation/home?region=us-east-1#/stacks/create/review?stackName=primehub-starter\u0026templateURL=https://primehub.s3.amazonaws.com/cloudformation/v1.1.5/primehub-ce-starter-cloudformation.yaml) |\n| Enterprise Edition | [![Launch Stack](https://s3.amazonaws.com/cloudformation-examples/cloudformation-launch-stack.png)](https://us-east-1.console.aws.amazon.com/cloudformation/home?region=us-east-1#/stacks/create/review?stackName=primehub-starter\u0026templateURL=https://primehub.s3.amazonaws.com/cloudformation/v1.1.5/primehub-starter-cloudformation.yaml) |\n\n## Fundamental Features\n\n- Opinionated JupyterHub distribution\n- Group \u0026 user based resource management\n- Instance, image \u0026 secret management\n- Support different types of dataset\n- Dataset uploader\n- SSH server (allow access into JupyterHub via *ssh* remotely)\n\n### What makes PrimeHub different\n\nPlease see the [comparison](Comparison.md).\n\n## Installation\n\nPlease see the [installation guide↗](https://docs.primehub.io/docs/getting_started/install_primehub_ce).\n\n## Contributions\n\nWe welcome contributions. See the [Set up dev environment](DEVELOP.md) and the [Contributing guildline](CONTRIBUTING.md) to get started.\n\n## Project Status\n\nPrimeHub CE is released alongside PrimeHub EE. The project has been developed steadily. We keep improving PrimeHub's robustness, enhancing user experience and are releasing [more features](https://docs.primehub.io/docs/next/comparison) with the community. Suggestions and discussions are always welcome and\nappreciated.\n\n## Documentation\n\n### Designs \u0026 Concepts\n\nPrimeHub is built on top of well-designed distributed systems. We use Kubernetes as the orchestration platform and utilize its resource management and fault-tolerance abilities.\n\nYou can read more about the [designs \u0026 concepts of PrimeHub ↗](https://docs.primehub.io/docs/design/architecture) or visit our [documentation↗](https://docs.primehub.io/) site to learn more about PrimeHub.\n","funding_links":[],"categories":["Large Scale Deployment","ML Platforms"],"sub_categories":["ML Platforms"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FInfuseAI%2Fprimehub","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FInfuseAI%2Fprimehub","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FInfuseAI%2Fprimehub/lists"}