Deep Learning Applications ML Frameworks

Coursework and projects applying deep learning techniques to real-world engineering, computer vision, and domain-specific problems. Does NOT include foundational deep learning theory courses, general neural network architecture studies, or non-applied learning materials.

There are 37 deep learning applications frameworks tracked. 3 score above 50 (established tier). The highest-rated is yandexdataschool/deep_vision_and_graphics at 56/100 with 387 stars.

Get all 37 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	yandexdataschool/deep_vision_and_graphics Course about deep learning for computer vision and graphics co-developed by...	56	Established	387	Jupyter Notebook
2	Atcold/NYU-DLSP20 NYU Deep Learning Spring 2020	53	Established	6,792	Jupyter Notebook
3	y33-j3T/Coursera-Deep-Learning My notes / works on deep learning from Coursera	51	Established	475	Jupyter Notebook
4	Atcold/NYU-DLSP21 NYU Deep Learning Spring 2021	48	Emerging	1,657	Jupyter Notebook
5	fotisk07/Deep-Learning-Coursera Projects from the Deep Learning Specialization from deeplearning.ai provided...	48	Emerging	136	Jupyter Notebook
6	yandexdataschool/YSDA_deeplearning17 Yandex SDA classes on deep learning. Version of year 2017	48	Emerging	118	Jupyter Notebook
7	khanhnamle1994/deep-learning Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke	40	Emerging	90	Jupyter Notebook
8	e0xextazy/nlp_huawei_new2_task A new second practical assignment for Huawei's NLP course	39	Emerging	19	Jupyter Notebook
9	Anri-Lombard/Deep-Learning-NYU Deep Learning Course instructed by Yann LeCun and Alfredo Canziani	34	Emerging	50	Jupyter Notebook
10	BeeGass/CS-541-Deep-Learning CS-541 Deep Learning is a graduate class that teaches both a theoretical and...	34	Emerging	10	Jupyter Notebook
11	Digioref/AN2DL Repository of Artificial Neural Networks and Deep Learning homeworks at...	32	Emerging	2	Jupyter Notebook
12	seyedsaleh/AplDL-tutorials-ece1508 Tutorial materials for "ECE1508: Applied Deep Learning" course at the...	32	Emerging	2	Jupyter Notebook
13	rtwhite1546/Fall-2022-Neural-Networks Files from Ryan White's MTH 4320/5320 Neural Networks course at Florida Tech...	26	Experimental	8	Jupyter Notebook
14	shobhitraj1/CSE641-Deep-Learning This repository contains my coursework (assignments & semester exams) for...	25	Experimental	3	Jupyter Notebook
15	uol-feps-soc-comp3931-project-2425/individual-project-rubayeaAlketbi individual-project-rubayeaAlketbi created by GitHub Classroom	23	Experimental	1	—
16	jhakrraman/Deep-Learning-NYU-Spring-2025 This reporsitory contains all the Homeworks, and Projects from the Deep...	23	Experimental	2	—
17	Jacob-yen/numerical_bugs_in_dl_programs This repository contains the issues and posts of our work An Empirical Study...	22	Experimental	1	—
18	rolandbernard/dl-projects Project repository for university course in deep learning	21	Experimental	—	Jupyter Notebook
19	Weijingmin2000/CSCI-566-Deep-Learning-and-its-Applications Assignment and lecture slide for CSCI 566 - Deep Learning and its...	21	Experimental	7	Jupyter Notebook
20	UmeshCode1/deep-learning-5th-sem-rgpv Deep Learning (AL 503(B)) - RGPV 5th Semester repo: notes, practicals,...	20	Experimental	1	TypeScript
21	ShoutaoSun/UPC-Deep-Learning-Homeworks The experiment assignment of Deep Learning in UPC.	19	Experimental	3	Jupyter Notebook
22	Colev2/Neural-Networks Assignments on Neural Networks course at CSD AUTH	17	Experimental	8	Jupyter Notebook
23	fireball0213/NJUAI20 Course projects and notes of undergraduate courses in NJUAI	16	Experimental	54	Python
24	EricLu1218/Deep_Learning NTHU CS5656 Deep Learning Course Projects	16	Experimental	22	Jupyter Notebook
25	Colev2/Deep-Learning Assignment on Deep-Learning course at ECE AUTH	16	Experimental	3	Jupyter Notebook
26	EricLu1218/Machine_Learning NTHU EE6550 Machine Learning Course Projects (include Maximum A Posteriori...	15	Experimental	10	Jupyter Notebook
27	mhtmalla/info527-neural-networks-assignment4 🧠 Implement convolutional and recurrent neural networks in TensorFlow Keras...	15	Experimental	—	HTML
28	LemonadeMaster/Neural-Networks 🧠 Explore practical applications of neural networks through assignments on...	14	Experimental	—	Jupyter Notebook
29	Nilswik/DIL700 Notebooks and material for Deep Learning 700 @University West	13	Experimental	—	—
30	DHARKIVE-STUDIO/DL-and-AdvAI-Assignments A comprehensive collection of implementations covering foundational and...	13	Experimental	—	Jupyter Notebook
31	MohamadNematizadeh/Deep-Learning Assignment DeepLearning 🍓	13	Experimental	13	Jupyter Notebook
32	adwaiy2912/DL-Lab This repository contains week-by-week lab assignments for the DSE 3141 (Deep...	13	Experimental	—	Jupyter Notebook
33	hank891008/Deep-Learning NYCU 深度學習與實驗 Deep Learning Spring 2024	13	Experimental	10	Python
34	BashMocha/deeplearning.ai-tensorflow-developer-course Assignments and exercises for DeepLearning.AI TensorFlow Developer course	11	Experimental	—	Jupyter Notebook
35	Lin-TzuLing/NYCU-DLP-2023 Deep Learning & Labs Course, NYCU, 2023	11	Experimental	4	Jupyter Notebook
36	Tinker-Twins/Deep-Learning-Applications-in-Engineering Deep Learning: Applications in Engineering @ CU-ICAR	11	Experimental	3	Jupyter Notebook
37	wuweilun/NTU-DLCV-2023 NTU Deep Learning for Computer Vision 2023 course	10	Experimental	2	Jupyter Notebook

Comparisons in this category

NYU-DLSP20 and NYU-DLSP21 (53 vs 48) NYU-DLSP20 and Deep-Learning-NYU (53 vs 34) Coursera-Deep-Learning and Deep-Learning-Coursera (51 vs 48) Coursera-Deep-Learning and deep-learning (51 vs 40)