Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html

All-in-One Development Tool based on PaddlePaddle

Like Vercel, but open source and for all languages.

OpenMMLab Model Deployment Framework

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

Cobbler is a versatile Linux deployment server

Turn any computer or edge device into a command center for your computer vision projects.

Craft beautiful websites effortlessly with an intuitive visual builder and publish them instantly

Deploy your agentic worfklows to production

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

Deploy a ML inference service on a budget in less than 10 lines of code.

Deploy, use, and share web apps on a server you control. Your apps, data, and infrastructure stay yours.

Create deployable system images from OS X installer

Published in CNCF Landscape: A MCP server for Kubernetes.

Powerful CLI tool to simplify Amazon ECS deployments, rollbacks & scaling

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.

[EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLMs, VLMs, and video generative models.