CS231N Course Assignments ML Frameworks

Student solutions and implementations for Stanford's CS231n: Convolutional Neural Networks for Visual Recognition course assignments. Does NOT include general computer vision projects, other Stanford courses, or lecture notes without assignment code.

There are 30 cs231n course assignments frameworks tracked. 2 score above 50 (established tier). The highest-rated is mbadry1/CS231n-2017-Summary at 51/100 with 1,575 stars.

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# Framework Score Tier
1 mbadry1/CS231n-2017-Summary

After watching all the videos of the famous Standford's CS231n course that...

51
Established
2 machinelearningnanodegree/stanford-cs231

Resources for students in the Udacity's Machine Learning Engineer Nanodegree...

50
Established
3 MahanFathi/CS231

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

43
Emerging
4 jariasf/CS231n

My assignment solutions for CS231n - Convolutional Neural Networks for...

43
Emerging
5 Burton2000/CS231n-2017

Completed the CS231n 2017 spring assignments from Stanford university

43
Emerging
6 Halfish/cs231n

斯坦福 cs231n 作业代码实践

43
Emerging
7 khanhnamle1994/computer-vision

Programming Assignments and Lectures for Stanford's CS 231: Convolutional...

43
Emerging
8 mantasu/cs231n

Shortest solutions for CS231n 2021-2025

42
Emerging
9 mirzaim/cs231n

Note and Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

42
Emerging
10 zlpure/CS231n

My Solution to Assignments of CS231n in Winter2016

42
Emerging
11 amanchadha/stanford-cs231n-assignments-2020

This repository contains my solutions to the assignments for Stanford's...

41
Emerging
12 albertpumarola/deep-learning-notes

My CS231n lecture notes

41
Emerging
13 seloufian/Deep-Learning-Computer-Vision

My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition)...

40
Emerging
14 madalinabuzau/cs231n-convolutional-neural-networks-solutions

Assignment solutions for the CS231n course taught by Stanford on visual...

39
Emerging
15 maxim5/cs230-2018-autumn

All lecture notes, slides and assignments for CS230 course by Stanford University.

38
Emerging
16 DaizeDong/Stanford-CS231n-2021-and-2022

Notes and slides for Stanford CS231n 2021 & 2022 in English. I merged the...

29
Experimental
17 samlkrystof/Stanford-CS231n

Assignment solutions for CS231n - Convolutional Neural Networks for Visual...

28
Experimental
18 arubisov/cs182

Self-study of CS182 (Spring 2021) at UC Berkeley - Designing, Visualizing...

27
Experimental
19 hoyeonchang/Stanford-CS231n-2021Spring-Assignments

My solutions for the assignments of CS231n course(2021 Spring) of Stanford university

27
Experimental
20 fqhank/CS231n-2021spring

【更新完毕】斯坦福大学计算机视觉经典课程CS231n自学材料,总结了一些遇到的问题和知识点

27
Experimental
21 dhungle/CS231n-2018

My solution to the assignments of CS231n from Stanford University

24
Experimental
22 yzhbradoodrrpurp/EECS498

Collection of assignments and resources from Umich EECS498 Fall 2019.

24
Experimental
23 maxim5/cs231n-2020-spring

All notes, slides and assignments for CS231n: Convolutional Neural Networks...

22
Experimental
24 Kang-Jay/CS231n-2025

Personal solutions, learning notes and model architecture diagrams for...

22
Experimental
25 justAbdulaziz10/Deep-Learning-Autuman-2025_Notes

Hands-on CS230 deep learning notebooks — exploring neural networks, CNNs,...

17
Experimental
26 maxim5/cs231n-2018-spring

All notes, slides and assignments for CS231n: Convolutional Neural Networks...

12
Experimental
27 omid-d/CS231n

All Solutions to Stanford CS231n Spring 2023 Course Assignments.

12
Experimental
28 vahid-pezeshki/CS231n

My Assignment Solutions for CS231n: Convolutional Neural Networks for Visual...

11
Experimental
29 Gloriel621/CS231n

Computer Vision code practices

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30 gordon801/cs231n

Annotated assignment solutions for Stanford University CS231n: Deep Learning...

10
Experimental