Top Deep Learning Repositories by Stars

Updated: Mar 1, 2026

Discover the 45 most starred deep learning repositories on GitHub, ranked by star count and updated daily.

Rank	Owner	Name	Stars
21	tensorflow	tensorflow	193,947
35	AUTOMATIC1111	stable-diffusion-webui	161,398
37	huggingface	transformers	157,144
95	pytorch	pytorch	97,842
123	rasbt	LLMs-from-scratch	86,460
125	opencv	opencv	86,358
164	d2l-ai	d2l-zh	75,874
170	Developer-Y	cs-video-courses	75,352
201	dair-ai	Prompt-Engineering-Guide	70,955
226	labmlai	annotated_deep_learning_paper_implementations	65,837
242	keras-team	keras	63,879
277	CorentinJ	Real-Time-Voice-Cloning	59,393
298	ultralytics	yolov5	56,886
321	deepfakes	faceswap	54,991
335	ultralytics	ultralytics	53,749
376	Avik-Jain	100-Days-Of-ML-Code	49,750
428	GokuMohandas	Made-With-ML	46,471
443	microsoft	AI-For-Beginners	45,652
462	coqui-ai	TTS	44,673
486	aymericdamien	TensorFlow-Examples	43,798
487	streamlit	streamlit	43,678
521	gradio-app	gradio	41,884
525	deepspeedai	DeepSpeed	41,706
532	ray-project	ray	41,529
536	hpcaitech	ColossalAI	41,363
581	floodsung	Deep-Learning-Papers-Reading-Roadmap	39,474
618	microsoft	qlib	38,004
621	naptha	tesseract.js	37,882
634	TencentARC	GFPGAN	37,383
657	babysor	MockingBird	36,877
668	roboflow	supervision	36,607
733	BVLC	caffe	34,780
771	google-ai-edge	mediapipe	33,930
777	CMU-Perceptual-Computing-Lab	openpose	33,809
797	explosion	spaCy	33,256
816	huggingface	diffusers	32,900
830	openai	CLIP	32,662
831	mli	paper-reading	32,603
835	lutzroeder	netron	32,500
852	yunjey	pytorch-tutorial	32,199
865	ashishpatel26	500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code	31,952
922	eriklindernoren	ML-From-Scratch	30,912
924	Lightning-AI	pytorch-lightning	30,879
931	AMAI-GmbH	AI-Expert-Roadmap	30,767
954	tatsu-lab	stanford_alpaca	30,270
…
-	albumentations-team	AlbumentationsX	269