A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
GitHub repository with 20,597 stars and 2,576 forks.
Topics: machine-learning, mlops, interpretability, explainability, responsible-ai, deep-learning, machine-learning-operations, ml-ops, ml-operations, privacy-preserving
2026-06-05: 20,597 stars and 2,576 forks.
Learn it. Build it. Ship it for others.
GitHub repository with 28,711 stars and 4,695 forks.
Trending score: 5.32; stars gained: +1,261; forks gained: +238.
Language: Python
Topics: agents, ai, ai-agents, ai-engineering, computer-vision, course
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
GitHub repository with 161,320 stars and 33,424 forks.
Trending score: 3.69; stars gained: +78; forks gained: +27.
Language: Python
Topics: audio, deep-learning, deepseek, gemma, glm, hacktoberfest
Ultralytics YOLO 🚀
GitHub repository with 58,049 stars and 11,150 forks.
Trending score: 3.37; stars gained: +92; forks gained: +16.
Language: Python
Topics: cli, computer-vision, deep-learning, hub, image-classification, instance-segmentation
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
GitHub repository with 21,317 stars and 1,126 forks.
Trending score: 2.54; stars gained: +20; forks gained: +7.
Language: Python
Topics: artificial-intelligence, dag, data-science, data-visualization, dataflow, developer-tools
An Open Source Machine Learning Framework for Everyone
GitHub repository with 195,555 stars and 75,353 forks.
Trending score: 2.54; stars gained: +22; forks gained: -7.
Language: C++
Topics: deep-learning, deep-neural-networks, distributed, machine-learning, ml, neural-network
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
GitHub repository with 3,765 stars and 1,226 forks.
Trending score: 2.16; stars gained: +7; forks gained: +8.
Language: C++
Topics: ai, cpp, data-pipeline, data-processing, machine-learning, mcp
Learn it. Build it. Ship it for others.
GitHub repository with 28,711 stars and 4,695 forks.
Trending score: 5.32; stars gained: +1,261; forks gained: +238.
Language: Python
Topics: agents, ai, ai-agents, ai-engineering, computer-vision, course
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
GitHub repository with 161,320 stars and 33,424 forks.
Trending score: 3.69; stars gained: +78; forks gained: +27.
Language: Python
Topics: audio, deep-learning, deepseek, gemma, glm, hacktoberfest
Ultralytics YOLO 🚀
GitHub repository with 58,049 stars and 11,150 forks.
Trending score: 3.37; stars gained: +92; forks gained: +16.
Language: Python
Topics: cli, computer-vision, deep-learning, hub, image-classification, instance-segmentation
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
GitHub repository with 21,317 stars and 1,126 forks.
Trending score: 2.54; stars gained: +20; forks gained: +7.
Language: Python
Topics: artificial-intelligence, dag, data-science, data-visualization, dataflow, developer-tools
An Open Source Machine Learning Framework for Everyone
GitHub repository with 195,555 stars and 75,353 forks.
Trending score: 2.54; stars gained: +22; forks gained: -7.
Language: C++
Topics: deep-learning, deep-neural-networks, distributed, machine-learning, ml, neural-network
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
GitHub repository with 3,765 stars and 1,226 forks.
Trending score: 2.16; stars gained: +7; forks gained: +8.
Language: C++
Topics: ai, cpp, data-pipeline, data-processing, machine-learning, mcp