eugeneyan/ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

computer-visiondeep-learningembeddingsmachine-learningnlprecommender-systemreinforcement-learningsurvey

License & maintenance

MIT is a permissive license: free to use commercially with attribution.

Last code push 3 years ago.

	Repository	Stars	Language	License	Activity
1	microsoft/AI-For-Beginners12 Weeks, 24 Lessons, AI for All!	★ 69.9k	Jupyter Notebook	MIT	Active
2	d2l-ai/d2l-zh《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。	★ 81.9k	Python	Apache-2.0	Stale
3	ultralytics/ultralyticsUltralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose esti	★ 62.6k	Python	AGPL-3.0	Active
4	roboflow/supervisionWe write your reusable computer vision tools. 💜	★ 51.2k	Python	MIT	Active
5	eugeneyan/applied-ml📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.	★ 30.6k	—	MIT	Stale
6	d2l-ai/d2l-enInteractive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Sta	★ 29.9k	Python	Other	Stale
7	spmallick/learnopencvLearn OpenCV : C++ and Python Examples	★ 23.2k	Jupyter Notebook	—	Active
8	Unity-Technologies/ml-agentsThe Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments	★ 19.8k	C#	Other	Active