ML Course Notes ML Frameworks

Comprehensive lecture notes, problem sets, and solutions from university-level machine learning courses (primarily Stanford CS229). Includes student notes, cheatsheets, and course materials. Does NOT include standalone ML tutorials, textbooks, algorithm implementations without course context, or courses in specialized subfields like deep learning or AI.

There are 16 ml course notes frameworks tracked. 4 score above 50 (established tier). The highest-rated is afshinea/stanford-cs-229-machine-learning at 51/100 with 19,296 stars.

Get all 16 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=ml-course-notes&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Framework Score Tier
1 afshinea/stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning
51
Established
2 afshinea/stanford-cs-221-artificial-intelligence

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
51
Established
3 salimt/Courses-

Answers for Quizzes & Assignments that I have taken
51
Established
4 afshinea/stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning
51
Established
5 maxim5/cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University
43
Emerging
6 maxim5/cs229-2019-summer

All notes and materials for the CS229: Machine Learning course by Stanford University
42
Emerging
7 rickwierenga/CS229-Python

Exercises and solutions to Stanford CS229 Machine Learning in Python
41
Emerging
8 huyfm/cs229-solution

CS229 Solution (summer 2019, 2020).
38
Emerging
9 lakshyaag/Stanford-CS229

My notes for Stanford's CS229 course
34
Emerging
10 anhnt02hp/CS229-Fall2018-FullCourse

Complete solutions to all CS229 problem sets. Written from Python with...
34
Emerging
11 Farhad-Davaripour/Stanford-CS229-Spring2023-Notes

CS229 course notes from Stanford University on machine learning, covering...
31
Emerging
12 cy-Yin/UCBerkeley-CS189-Sp24-Machine-Learning

This repo contains all the materials and solutions of UC Berkeley CS189/289A...
31
Emerging
13 anuwat1150/stanford-cs-229-machine-learning

📝 Access machine learning cheatsheets for Stanford's CS 229 in multiple...
22
Experimental
14 doongz/cs229

Stanford Machine Learning Andrew Ng
20
Experimental
15 Aditya-ds-1806/CS229-machine-learning

A muddled muff's musings on machine learning
14
Experimental
16 ozereray/stanford-cs229-machine-learning

Stanford CS229 ML foundations for Physical Intelligence (PI) and the VYNO...
13
Experimental

Comparisons in this category

stanford-cs-230-deep-learning and stanford-cs-229-machine-learning (51 vs 51) stanford-cs-229-machine-learning and cs229-2018-autumn (51 vs 43) stanford-cs-229-machine-learning and stanford-cs-221-artificial-intelligence (51 vs 51) stanford-cs-229-machine-learning and cs229-2019-summer (51 vs 42) stanford-cs-229-machine-learning and Stanford-CS229 (51 vs 34) stanford-cs-229-machine-learning and Stanford-CS229-Spring2023-Notes (51 vs 31) stanford-cs-229-machine-learning and cs229 (51 vs 20) stanford-cs-230-deep-learning and stanford-cs-221-artificial-intelligence (51 vs 51) stanford-cs-230-deep-learning and stanford-cs-229-machine-learning (51 vs 22) cs229-2018-autumn and cs229-2019-summer (43 vs 42)