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...

69
Established
2 MalayAgr/generative-ai-with-llms-notes

Notes for the course Generative AI With Large Language Models, offered by...

50
Established
3 TheAlgorithms/MATLAB-Octave

This repository contains algorithms written in MATLAB/Octave. Developing...

44
Emerging
4 UBC-CS/cpsc330-2022W1

CPSC 330: Applied Machine Learning

44
Emerging
5 apachecn/ntu-hsuantienlin-ml

:book: 台湾大学林轩田机器学习笔记

43
Emerging
6 johnowhitaker/tglcourse

The Generative Landscape - a course on generative modelling (currently...

41
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

41
Emerging
8 AFei19911012/MatlabSamples

:monocle_face: Matlab Samples

40
Emerging
9 goobolabs/sep-ds-ml-bootcamp-2025

Data Science and Machine Learning Bootcamp. (2025)

38
Emerging
10 horaciogacevedo/Bmig62003

A repository for the Machine Learning class 2025

37
Emerging
11 virginiakm1988/ML2022-Spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

36
Emerging
12 ga642381/ML2021-Spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

36
Emerging
13 dobriban/Topics-in-deep-learning

Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)

36
Emerging
14 analytics-club-iitm/Summer-School-2022

Everything from Summer School 2022.

36
Emerging
15 megvii-research/megvii-pku-dl-course

Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.

35
Emerging
16 cor3bit/mle4r-winter26

"Machine Learning Experiments for Researchers" Course (Winter 2026)

34
Emerging
17 UBC-CS/cpsc330-2022s

CPSC 330: Applied Machine Learning

34
Emerging
18 UBC-CS/cpsc330-2023s

CPSC 330: Applied Machine Learning

34
Emerging
19 slinderman/stats320

STATS320: Statistical Methods for Neural Data Analysis

33
Emerging
20 YashBansod/Operations-Research

MATLAB implementation of all the Operations Research algorithms and problems...

32
Emerging
21 pai4451/ML2021

My coursework for Machine Learning (2021 Spring) at National Taiwan University (NTU)

32
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.

28
Experimental
23 davidrosenberg/ttml2021fall

DS-GA 3001: Tools and Techniques for Machine Learning (NYU Fall 2021)

27
Experimental
24 teckerx/ML2022_HW

Homework solution for Machine Learning 2022 Spring

26
Experimental
25 pourmand1376/DL-Homeworks

Deep Learning coursework (Sharif University of technology)

26
Experimental
26 yujunkuo/ML2022-Homework

[機器學習 110-2@NTU] 課程作業

25
Experimental
27 orbxball/ML2017

2017 Spring (105-2) -- Machine Learning

25
Experimental
28 dr-saad-la/CS501-Deep-Learning-Complete-Course

Computer Science-501: Deep Learning Complete Course

24
Experimental
29 mini-pw/2021L-WB-XAI-1

Case Study course for DS studies in Summer 2020/2021

24
Experimental
30 QiushiSun/Statistical-Methods-and-Machine-Learning

2021 Spring (Statistical Methods and Machine Learning) 统计方法与机器学习

24
Experimental
31 dl4mia/DL4MIA_2024

Main repository gathering all content of the EMBO-DL4MIA 2024 course.

24
Experimental
32 LemuelPuglisi/pattern-recognition-and-machine-learning

Notes for the book "Pattern Recognition and Machine Learning" from...

23
Experimental
33 r-isachenko/2021-DGM-MIPT-course

Deep Generative Models course, 2021

23
Experimental
34 nluninja/italian-financial-challenge

repository for the LUISS challenge with expert.ai

23
Experimental
35 knmnyn/cs3244-2210

About Course Website for NUS SoC CS3244 Machine Learning (Academic Year...

23
Experimental
36 jjjllxx/nus-pattern-recognition-ee5907

NUS EE5907 Pattern Recognition Semester1 AY21/22: project1 for SPAM,...

23
Experimental
37 CPE504/Class2021

CPE504 Artificial Neural Networks (Foundations): Lecture slides for UG Class of 2021

22
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。

22
Experimental
39 mini-pw/2022L-WB-AutoML

Case Study course for DS studies in Spring 2021/22.

22
Experimental
40 SilenceX12138/Machine-Learning-Theory-and-Application

Practical and Real-world applications of ML based on the homework of Hung-yi...

22
Experimental
41 Hazrat-Ali9/Numerical-Analysis-With-MATLAB

✈ Numerical Analysis using MATLAB 🚁 Perfect students engineers 🛥 and...

22
Experimental
42 Ratio1/DS101-2025

Data Science with Deep Learning DS-101 2025-2026

22
Experimental
43 risivanthvs05/MachineLearningCourse2025

🌟 Post questions about the 2025 Machine Learning course at PKU for timely...

22
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

20
Experimental
45 MJAHMADEE/MachineLearning2024W

Welcome to the official GitHub repository for the "Machine Learning" course...

20
Experimental
46 jjjllxx/nus-neural-networks-ee5904-me5404

NUS Neural Networks (EE5904/ME5404) Semester2 AY21/22, including all the 5...

20
Experimental
47 QiushiSun/DaSE-Deep-Learning

2021 Spring (Deep Learning) 深度学习课程作业及资料

19
Experimental
48 StevenRice99/COMP-8720

Assignments for the graduate course COMP-8720 Advanced AI: Representation...

19
Experimental
49 dsan-gu/6725-spring-2026

Applied Generative AI for AI Developers - Spring 2026 course materials...

19
Experimental
50 StevenRice99/COMP-8740

Assignments for the graduate course COMP-8740 Machine Learning and Pattern...

19
Experimental
51 aqweteddy/NTU-MachineLearning-2022

台大 李宏毅教授 Machine Learning 2022-Spring boss baseline

18
Experimental
52 knmnyn/cs3244-2010

CS3244 Machine Learning Website for Sem I AY 2020/2021

18
Experimental
53 tapyu/haykin-neural-networks-and-learning-machines

The official Matlab code solution of the book "Neural Networks and Learning...

18
Experimental
54 SYTEARK/MLStudy

Machine Learning Study since 2024

18
Experimental
55 moritz-gerster/machine_learning2

Notes and exercise solutions to the computer science Master's class "Machine...

18
Experimental
56 tahamajs/Deep_Generative_models_course

This repository collects lecture slides, assignments (CAs), code notebooks,...

17
Experimental
57 WilliamX1/machine-learning

machine learning notes and coding

16
Experimental
58 shahaliyev/csci4701

Repository of the CSCI 4701: Deep Learning course

16
Experimental
59 NitheshChandher/dl4mt

Course materials for Deep Learning for Media Technology

15
Experimental
60 hemangsharma/Assignment-2---Classification-Models

Assignment 2 - Classification Models repository contains project for 36106...

15
Experimental
61 NeyCat-yi/hnist_study

在湖南理工学到的7788。

14
Experimental
62 asifehmad/Machine-Learning-Lecture-Slides-ES-442

Complete lecture slides for Machine Learning (ES-442) at GIK Institute, Fall...

14
Experimental
63 ckt77/NYCU-Machine-Learning

NYCU 2024 Fall Machine Learning / 洪瑞鴻教授、邱維辰教授

14
Experimental
64 frephs/polimi-ANNDL

Neural Networks and deep learning challenge. 2025 @ Politecnico di Milano

14
Experimental
65 megvii-research/megvii-tsinghua-dl-course

Slides with modifications for a course at Tsinghua University.

14
Experimental
66 KeithLin724/NYCU-Machine-Learning-2023

NYCU Introduction of Machine Learning 2023 (王聖智老師 授課)

13
Experimental
67 Daniel-xsy/PatternRecognition

Pattern recognition algorithm implement of Pattern Recognition Course in HUST, AIA

13
Experimental
68 mmghorbani/KNTU-ML-Course-2024

Assignments and projects from the 2024 Machine Learning (ML) course at K. N....

13
Experimental
69 bonjour-npy/ML02

Assignment 2 of Machine Learning for Computer Science Major, Grade of 2020.

13
Experimental
70 ncku-yee/ML2022

NTU Machine Learning 2022 Spring

12
Experimental
71 georgios-stats/Machine_Learning_and_Neural_Networks_III_Epiphany_2025

Teaching material for the module MLNN3 at Department of Mathematical...

11
Experimental
72 StevenRice99/COMP-8590

Assignments for the graduate course COMP-8590 Statistical Machine Learning...

11
Experimental
73 KayvanShah1/usc-dsci552-mlds-sp23

USC DSCI 552 - Machine Learning for Data Science - Spring 2023 - Prof. Ke-Thia Yao

10
Experimental