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 90 deep learning coursework frameworks tracked. 5 score above 50 (established tier). The highest-rated is mathworks/MATLAB-Simulink-Challenge-Project-Hub at 68/100 with 1,934 stars. 2 of the top 10 are actively maintained.
Get all 90 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 |
UBC-CS/cpsc330-2022W1
CPSC 330: Applied Machine Learning |
|
Established |
| 4 |
TheAlgorithms/MATLAB-Octave
This repository contains algorithms written in MATLAB/Octave. Developing... |
|
Established |
| 5 |
apachecn/ntu-hsuantienlin-ml
:book: 台湾大学林轩田机器学习笔记 |
|
Established |
| 6 |
johnowhitaker/tglcourse
The Generative Landscape - a course on generative modelling (currently... |
|
Emerging |
| 7 |
AFei19911012/MatlabSamples
:monocle_face: Matlab Samples |
|
Emerging |
| 8 |
goobolabs/sep-ds-ml-bootcamp-2025
Data Science and Machine Learning Bootcamp. (2025) |
|
Emerging |
| 9 |
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 |
| 10 |
dobriban/Topics-in-deep-learning
Materials for class on topics in deep learning (STAT 991, UPenn/Wharton) |
|
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 |
analytics-club-iitm/Summer-School-2022
Everything from Summer School 2022. |
|
Emerging |
| 14 |
megvii-research/megvii-pku-dl-course
Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning. |
|
Emerging |
| 15 |
horaciogacevedo/Bmig62003
A repository for the Machine Learning class 2025 |
|
Emerging |
| 16 |
UBC-CS/cpsc330-2023s
CPSC 330: Applied Machine Learning |
|
Emerging |
| 17 |
UBC-CS/cpsc330-2022s
CPSC 330: Applied Machine Learning |
|
Emerging |
| 18 |
slinderman/stats320
STATS320: Statistical Methods for Neural Data Analysis |
|
Emerging |
| 19 |
pai4451/ML2021
My coursework for Machine Learning (2021 Spring) at National Taiwan University (NTU) |
|
Emerging |
| 20 |
YashBansod/Operations-Research
MATLAB implementation of all the Operations Research algorithms and problems... |
|
Emerging |
| 21 |
cor3bit/mle4r-winter26
"Machine Learning Experiments for Researchers" Course (Winter 2026) |
|
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. |
|
Emerging |
| 23 |
davidrosenberg/ttml2021fall
DS-GA 3001: Tools and Techniques for Machine Learning (NYU Fall 2021) |
|
Emerging |
| 24 |
teckerx/ML2022_HW
Homework solution for Machine Learning 2022 Spring |
|
Emerging |
| 25 |
pourmand1376/DL-Homeworks
Deep Learning coursework (Sharif University of technology) |
|
Emerging |
| 26 |
orbxball/ML2017
2017 Spring (105-2) -- Machine Learning |
|
Emerging |
| 27 |
yujunkuo/ML2022-Homework
[機器學習 110-2@NTU] 課程作業 |
|
Emerging |
| 28 |
QiushiSun/Statistical-Methods-and-Machine-Learning
2021 Spring (Statistical Methods and Machine Learning) 统计方法与机器学习 |
|
Emerging |
| 29 |
dr-saad-la/CS501-Deep-Learning-Complete-Course
Computer Science-501: Deep Learning Complete Course |
|
Emerging |
| 30 |
mini-pw/2021L-WB-XAI-1
Case Study course for DS studies in Summer 2020/2021 |
|
Emerging |
| 31 |
dl4mia/DL4MIA_2024
Main repository gathering all content of the EMBO-DL4MIA 2024 course. |
|
Emerging |
| 32 |
knmnyn/cs3244-2210
About Course Website for NUS SoC CS3244 Machine Learning (Academic Year... |
|
Emerging |
| 33 |
LemuelPuglisi/pattern-recognition-and-machine-learning
Notes for the book "Pattern Recognition and Machine Learning" from... |
|
Emerging |
| 34 |
jjjllxx/nus-pattern-recognition-ee5907
NUS EE5907 Pattern Recognition Semester1 AY21/22: project1 for SPAM,... |
|
Emerging |
| 35 |
r-isachenko/2021-DGM-MIPT-course
Deep Generative Models course, 2021 |
|
Emerging |
| 36 |
mini-pw/2022L-WB-AutoML
Case Study course for DS studies in Spring 2021/22. |
|
Experimental |
| 37 |
Hazrat-Ali9/Numerical-Analysis-With-MATLAB
✈ Numerical Analysis using MATLAB 🚁 Perfect students engineers 🛥 and... |
|
Experimental |
| 38 |
SilenceX12138/Machine-Learning-Theory-and-Application
Practical and Real-world applications of ML based on the homework of Hung-yi... |
|
Experimental |
| 39 |
CPE504/Class2021
CPE504 Artificial Neural Networks (Foundations): Lecture slides for UG Class of 2021 |
|
Experimental |
| 40 |
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 |
| 41 |
Ratio1/DS101-2025
Data Science with Deep Learning DS-101 2025-2026 |
|
Experimental |
| 42 |
MJAHMADEE/MachineLearning2024W
Welcome to the official GitHub repository for the "Machine Learning" course... |
|
Experimental |
| 43 |
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 |
| 44 |
nluninja/italian-financial-challenge
repository for the LUISS challenge with expert.ai |
|
Experimental |
| 45 |
jjjllxx/nus-neural-networks-ee5904-me5404
NUS Neural Networks (EE5904/ME5404) Semester2 AY21/22, including all the 5... |
|
Experimental |
| 46 |
QiushiSun/DaSE-Deep-Learning
2021 Spring (Deep Learning) 深度学习课程作业及资料 |
|
Experimental |
| 47 |
aqweteddy/NTU-MachineLearning-2022
台大 李宏毅教授 Machine Learning 2022-Spring boss baseline |
|
Experimental |
| 48 |
tapyu/haykin-neural-networks-and-learning-machines
The official Matlab code solution of the book "Neural Networks and Learning... |
|
Experimental |
| 49 |
SYTEARK/MLStudy
Machine Learning Study since 2024 |
|
Experimental |
| 50 |
moritz-gerster/machine_learning2
Notes and exercise solutions to the computer science Master's class "Machine... |
|
Experimental |
| 51 |
tahamajs/Deep_Generative_models_course
This repository collects lecture slides, assignments (CAs), code notebooks,... |
|
Experimental |
| 52 |
WilliamX1/machine-learning
machine learning notes and coding |
|
Experimental |
| 53 |
hemangsharma/Assignment-2---Classification-Models
Assignment 2 - Classification Models repository contains project for 36106... |
|
Experimental |
| 54 |
risivanthvs05/MachineLearningCourse2025
🌟 Post questions about the 2025 Machine Learning course at PKU for timely... |
|
Experimental |
| 55 |
megvii-research/megvii-tsinghua-dl-course
Slides with modifications for a course at Tsinghua University. |
|
Experimental |
| 56 |
ckt77/NYCU-Machine-Learning
NYCU 2024 Fall Machine Learning / 洪瑞鴻教授、邱維辰教授 |
|
Experimental |
| 57 |
KeithLin724/NYCU-Machine-Learning-2023
NYCU Introduction of Machine Learning 2023 (王聖智老師 授課) |
|
Experimental |
| 58 |
Daniel-xsy/PatternRecognition
Pattern recognition algorithm implement of Pattern Recognition Course in HUST, AIA |
|
Experimental |
| 59 |
NeyCat-yi/hnist_study
在湖南理工学到的7788。 |
|
Experimental |
| 60 |
knmnyn/cs3244-2010
CS3244 Machine Learning Website for Sem I AY 2020/2021 |
|
Experimental |
| 61 |
bonjour-npy/ML02
Assignment 2 of Machine Learning for Computer Science Major, Grade of 2020. |
|
Experimental |
| 62 |
ncku-yee/ML2022
NTU Machine Learning 2022 Spring |
|
Experimental |
| 63 |
NitheshChandher/dl4mt
Course materials for Deep Learning for Media Technology |
|
Experimental |
| 64 |
StevenRice99/COMP-8740
Assignments for the graduate course COMP-8740 Machine Learning and Pattern... |
|
Experimental |
| 65 |
StevenRice99/COMP-8720
Assignments for the graduate course COMP-8720 Advanced AI: Representation... |
|
Experimental |
| 66 |
KayvanShah1/usc-dsci552-mlds-sp23
USC DSCI 552 - Machine Learning for Data Science - Spring 2023 - Prof. Ke-Thia Yao |
|
Experimental |
| 67 |
asifehmad/Machine-Learning-Lecture-Slides-ES-442
Complete lecture slides for Machine Learning (ES-442) at GIK Institute, Fall... |
|
Experimental |
| 68 |
mmghorbani/KNTU-ML-Course-2024
Assignments and projects from the 2024 Machine Learning (ML) course at K. N.... |
|
Experimental |
| 69 |
shahaliyev/csci4701
Repository of the CSCI 4701: Deep Learning course |
|
Experimental |
| 70 |
Weizhi-Zhao/getting-started-with-pattern-recognition
华中科技大学 人工智能与自动化学院 模式识别代码（课程成绩：94） |
|
Experimental |
| 71 |
frephs/polimi-ANNDL
Neural Networks and deep learning challenge. 2025 @ Politecnico di Milano |
|
Experimental |
| 72 |
CSB-Songdo-International-Portfolio/2025-1_MLDL_course
2025년 제 1회 AI 수업 코스 및 수업내용 |
|
Experimental |
| 73 |
Myrrolinz/Machine-Learning
NKU南开大学机器学习日常作业与大作业；2022 NKU Machine Learning assignments |
|
Experimental |
| 74 |
wang-jiahao/Deep-Learning
国立台湾大学：李宏毅机器学习 |
|
Experimental |
| 75 |
Jakob-Bach/AGD-Exercises-2020
The programming exercises for the lecture "Big Data Analytics" at the... |
|
Experimental |
| 76 |
krmopuri/dl23
Website for the 'Deep Learning' course by Dr. Konda Reddy Mopuri |
|
Experimental |
| 77 |
georgios-stats/Machine_Learning_and_Neural_Networks_III_Epiphany_2025
Teaching material for the module MLNN3 at Department of Mathematical... |
|
Experimental |
| 78 |
LinggarM/pattern-recognition
Collection of codes of Pattern Recognition college course |
|
Experimental |
| 79 |
Xiang-Li-oss/PRML_code
国科大模式识别（2022秋）课程作业代码 |
|
Experimental |
| 80 |
AnchorageBot/MatlabProjects
Scripts for Matlab Projects |
|
Experimental |
| 81 |
KevinTsaiCodes/NTU-CSIE5043
A semester course of machine learning AT Computer Science and Information... |
|
Experimental |
| 82 |
Hui-Hwoo/Machine-Learning
Machine Learning 2022 Spring by HUNG-YI LEE |
|
Experimental |
| 83 |
Emoreday/CC-LSTR
2024 年秋 GDUT 云计算大作业 CC-LSTR |
|
Experimental |
| 84 |
5wushiwu5/Machine_Learning_2024
a project aboud machine learaning from kaggle |
|
Experimental |
| 85 |
xseq/Probabilistic_Machine_Learning_Matlab
A Matlab implementation of probablistic machine learning models |
|
Experimental |
| 86 |
karthik-d/biophysical-modeling-with-matlab
Biophysical models of simple biological processes using Matlab. Part of... |
|
Experimental |
| 87 |
Tender-sun/Deep-learning-class-homework2023aut
2023年深度学习课程作业by kyr1e |
|
Experimental |
| 88 |
hsr-22/SoS-2023-NeuralNetworks-and-DeepLearning
Summer of Science (SoS) organized by MnP, IIT Bombay |
|
Experimental |
| 89 |
Weijingmin2000/CSCI-567-Machine-Learning
Course note for CSCI 567 - Machine Learning (Fall 2022) |
|
Experimental |
| 90 |
HYUNMIN-HWANG/DeepLearning.AI_STDUY
🐱 Study of the Deep Learning with code |
|
Experimental |