Deep Learning Coursework ML Frameworks
University and school course materials, assignments, and projects focused on deep learning. Does NOT include general machine learning courses, neural network theory without application context, or non-coursework deep learning resources.
There are 73 deep learning coursework frameworks tracked. 2 score above 50 (established tier). The highest-rated is mathworks/MATLAB-Simulink-Challenge-Project-Hub at 69/100 with 1,934 stars. 2 of the top 10 are actively maintained.
Get all 73 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
mathworks/MATLAB-Simulink-Challenge-Project-Hub
This MATLAB and Simulink Challenge Project Hub contains a list of research... |
|
Established |
| 2 |
MalayAgr/generative-ai-with-llms-notes
Notes for the course Generative AI With Large Language Models, offered by... |
|
Established |
| 3 |
TheAlgorithms/MATLAB-Octave
This repository contains algorithms written in MATLAB/Octave. Developing... |
|
Emerging |
| 4 |
UBC-CS/cpsc330-2022W1
CPSC 330: Applied Machine Learning |
|
Emerging |
| 5 |
apachecn/ntu-hsuantienlin-ml
:book: 台湾大学林轩田机器学习笔记 |
|
Emerging |
| 6 |
johnowhitaker/tglcourse
The Generative Landscape - a course on generative modelling (currently... |
|
Emerging |
| 7 |
chsiang426/ML-2021-notes
臺灣大學 (NTU) 李宏毅教授「機器學習 (Machine Learning) 2021 Spring 」課程筆記 |
|
Emerging |
| 8 |
AFei19911012/MatlabSamples
:monocle_face: Matlab Samples |
|
Emerging |
| 9 |
goobolabs/sep-ds-ml-bootcamp-2025
Data Science and Machine Learning Bootcamp. (2025) |
|
Emerging |
| 10 |
horaciogacevedo/Bmig62003
A repository for the Machine Learning class 2025 |
|
Emerging |
| 11 |
virginiakm1988/ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring |
|
Emerging |
| 12 |
ga642381/ML2021-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring |
|
Emerging |
| 13 |
dobriban/Topics-in-deep-learning
Materials for class on topics in deep learning (STAT 991, UPenn/Wharton) |
|
Emerging |
| 14 |
analytics-club-iitm/Summer-School-2022
Everything from Summer School 2022. |
|
Emerging |
| 15 |
megvii-research/megvii-pku-dl-course
Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning. |
|
Emerging |
| 16 |
cor3bit/mle4r-winter26
"Machine Learning Experiments for Researchers" Course (Winter 2026) |
|
Emerging |
| 17 |
UBC-CS/cpsc330-2022s
CPSC 330: Applied Machine Learning |
|
Emerging |
| 18 |
UBC-CS/cpsc330-2023s
CPSC 330: Applied Machine Learning |
|
Emerging |
| 19 |
slinderman/stats320
STATS320: Statistical Methods for Neural Data Analysis |
|
Emerging |
| 20 |
YashBansod/Operations-Research
MATLAB implementation of all the Operations Research algorithms and problems... |
|
Emerging |
| 21 |
pai4451/ML2021
My coursework for Machine Learning (2021 Spring) at National Taiwan University (NTU) |
|
Emerging |
| 22 |
xiong35/HUST-MachineLearning
华中科技大学机器学习作业&课设. Solutions to HUST ML class tasks. |
|
Experimental |
| 23 |
davidrosenberg/ttml2021fall
DS-GA 3001: Tools and Techniques for Machine Learning (NYU Fall 2021) |
|
Experimental |
| 24 |
teckerx/ML2022_HW
Homework solution for Machine Learning 2022 Spring |
|
Experimental |
| 25 |
pourmand1376/DL-Homeworks
Deep Learning coursework (Sharif University of technology) |
|
Experimental |
| 26 |
yujunkuo/ML2022-Homework
[機器學習 110-2@NTU] 課程作業 |
|
Experimental |
| 27 |
orbxball/ML2017
2017 Spring (105-2) -- Machine Learning |
|
Experimental |
| 28 |
dr-saad-la/CS501-Deep-Learning-Complete-Course
Computer Science-501: Deep Learning Complete Course |
|
Experimental |
| 29 |
mini-pw/2021L-WB-XAI-1
Case Study course for DS studies in Summer 2020/2021 |
|
Experimental |
| 30 |
QiushiSun/Statistical-Methods-and-Machine-Learning
2021 Spring (Statistical Methods and Machine Learning) 统计方法与机器学习 |
|
Experimental |
| 31 |
dl4mia/DL4MIA_2024
Main repository gathering all content of the EMBO-DL4MIA 2024 course. |
|
Experimental |
| 32 |
LemuelPuglisi/pattern-recognition-and-machine-learning
Notes for the book "Pattern Recognition and Machine Learning" from... |
|
Experimental |
| 33 |
r-isachenko/2021-DGM-MIPT-course
Deep Generative Models course, 2021 |
|
Experimental |
| 34 |
nluninja/italian-financial-challenge
repository for the LUISS challenge with expert.ai |
|
Experimental |
| 35 |
knmnyn/cs3244-2210
About Course Website for NUS SoC CS3244 Machine Learning (Academic Year... |
|
Experimental |
| 36 |
jjjllxx/nus-pattern-recognition-ee5907
NUS EE5907 Pattern Recognition Semester1 AY21/22: project1 for SPAM,... |
|
Experimental |
| 37 |
CPE504/Class2021
CPE504 Artificial Neural Networks (Foundations): Lecture slides for UG Class of 2021 |
|
Experimental |
| 38 |
Yunhao-Feng/DeepLearning
ML 2021 Spring 台湾大学李宏毅老师机器学习深度学习2021学习笔记及源代码和数据记录库。 |
|
Experimental |
| 39 |
mini-pw/2022L-WB-AutoML
Case Study course for DS studies in Spring 2021/22. |
|
Experimental |
| 40 |
SilenceX12138/Machine-Learning-Theory-and-Application
Practical and Real-world applications of ML based on the homework of Hung-yi... |
|
Experimental |
| 41 |
Hazrat-Ali9/Numerical-Analysis-With-MATLAB
✈ Numerical Analysis using MATLAB 🚁 Perfect students engineers 🛥 and... |
|
Experimental |
| 42 |
Ratio1/DS101-2025
Data Science with Deep Learning DS-101 2025-2026 |
|
Experimental |
| 43 |
risivanthvs05/MachineLearningCourse2025
🌟 Post questions about the 2025 Machine Learning course at PKU for timely... |
|
Experimental |
| 44 |
Yujie-G/ML-2024Spring
2024春季学期-南开大学软件学院机器学习代码仓库 |
|
Experimental |
| 45 |
MJAHMADEE/MachineLearning2024W
Welcome to the official GitHub repository for the "Machine Learning" course... |
|
Experimental |
| 46 |
jjjllxx/nus-neural-networks-ee5904-me5404
NUS Neural Networks (EE5904/ME5404) Semester2 AY21/22, including all the 5... |
|
Experimental |
| 47 |
QiushiSun/DaSE-Deep-Learning
2021 Spring (Deep Learning) 深度学习课程作业及资料 |
|
Experimental |
| 48 |
StevenRice99/COMP-8720
Assignments for the graduate course COMP-8720 Advanced AI: Representation... |
|
Experimental |
| 49 |
dsan-gu/6725-spring-2026
Applied Generative AI for AI Developers - Spring 2026 course materials... |
|
Experimental |
| 50 |
StevenRice99/COMP-8740
Assignments for the graduate course COMP-8740 Machine Learning and Pattern... |
|
Experimental |
| 51 |
aqweteddy/NTU-MachineLearning-2022
台大 李宏毅教授 Machine Learning 2022-Spring boss baseline |
|
Experimental |
| 52 |
knmnyn/cs3244-2010
CS3244 Machine Learning Website for Sem I AY 2020/2021 |
|
Experimental |
| 53 |
tapyu/haykin-neural-networks-and-learning-machines
The official Matlab code solution of the book "Neural Networks and Learning... |
|
Experimental |
| 54 |
SYTEARK/MLStudy
Machine Learning Study since 2024 |
|
Experimental |
| 55 |
moritz-gerster/machine_learning2
Notes and exercise solutions to the computer science Master's class "Machine... |
|
Experimental |
| 56 |
tahamajs/Deep_Generative_models_course
This repository collects lecture slides, assignments (CAs), code notebooks,... |
|
Experimental |
| 57 |
WilliamX1/machine-learning
machine learning notes and coding |
|
Experimental |
| 58 |
shahaliyev/csci4701
Repository of the CSCI 4701: Deep Learning course |
|
Experimental |
| 59 |
NitheshChandher/dl4mt
Course materials for Deep Learning for Media Technology |
|
Experimental |
| 60 |
hemangsharma/Assignment-2---Classification-Models
Assignment 2 - Classification Models repository contains project for 36106... |
|
Experimental |
| 61 |
NeyCat-yi/hnist_study
在湖南理工学到的7788。 |
|
Experimental |
| 62 |
asifehmad/Machine-Learning-Lecture-Slides-ES-442
Complete lecture slides for Machine Learning (ES-442) at GIK Institute, Fall... |
|
Experimental |
| 63 |
ckt77/NYCU-Machine-Learning
NYCU 2024 Fall Machine Learning / 洪瑞鴻教授、邱維辰教授 |
|
Experimental |
| 64 |
frephs/polimi-ANNDL
Neural Networks and deep learning challenge. 2025 @ Politecnico di Milano |
|
Experimental |
| 65 |
megvii-research/megvii-tsinghua-dl-course
Slides with modifications for a course at Tsinghua University. |
|
Experimental |
| 66 |
KeithLin724/NYCU-Machine-Learning-2023
NYCU Introduction of Machine Learning 2023 (王聖智老師 授課) |
|
Experimental |
| 67 |
Daniel-xsy/PatternRecognition
Pattern recognition algorithm implement of Pattern Recognition Course in HUST, AIA |
|
Experimental |
| 68 |
mmghorbani/KNTU-ML-Course-2024
Assignments and projects from the 2024 Machine Learning (ML) course at K. N.... |
|
Experimental |
| 69 |
bonjour-npy/ML02
Assignment 2 of Machine Learning for Computer Science Major, Grade of 2020. |
|
Experimental |
| 70 |
ncku-yee/ML2022
NTU Machine Learning 2022 Spring |
|
Experimental |
| 71 |
georgios-stats/Machine_Learning_and_Neural_Networks_III_Epiphany_2025
Teaching material for the module MLNN3 at Department of Mathematical... |
|
Experimental |
| 72 |
StevenRice99/COMP-8590
Assignments for the graduate course COMP-8590 Statistical Machine Learning... |
|
Experimental |
| 73 |
KayvanShah1/usc-dsci552-mlds-sp23
USC DSCI 552 - Machine Learning for Data Science - Spring 2023 - Prof. Ke-Thia Yao |
|
Experimental |