Machine Learning GitHub Repositories (2026) · Open Source Tools

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

The fastest path to AI-powered full stack observability, even for lean teams.

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

🐍 Geometric Computer Vision Library for Spatial AI

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

Build voice agents with open-source models

Claude Code, Codex, and multi-agent configuration system: principles, hooks, skills, and workflow patterns for AI-assisted development

Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.

Use Hugging Face with JavaScript

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

Workflow Engine for Kubernetes

The Julia Programming Language

Visualizer for neural network, deep learning and machine learning models

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows