Machine Learning Tooling

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

best-of-python

🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.

ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

opyrator

🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

best-of-web-python

🏆 A ranked list of awesome python libraries for web development. Updated weekly.

best-of-python-dev

🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.

best-of-jupyter

🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

ml-hub

🧰 Multi-user development platform for machine learning teams. Simple to setup within minutes.

lazydocs

📖 Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.

ml-project-template

ML project template facilitating both research and production phases.

ssh-proxy

🐳 Dockerized SSH bastion to proxy SSH connections to arbitrary containers.

lazycluster

🎛 Distributed machine learning made simple.

universal-build

🔨 Universal build utilities for containerized build pipelines.

zero-to-mlhub-k8s

Helm Chart & Documentation for deploying JupyterHub on Kubernetes

contaxy

nativeauthenticator

JupyterHub-native user authenticator

release-drafter

Drafts your next release notes as pull requests are merged into master.

dockerspawner

Spawns JupyterHub single user servers in Docker containers

pull-request

⤵️ A GitHub Action for creating pull requests