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. 3 score above 50 (established tier). The highest-rated is afshinea/stanford-cs-221-artificial-intelligence at 51/100 with 2,913 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	Stars	Language
1	afshinea/stanford-cs-221-artificial-intelligence VIP cheatsheets for Stanford's CS 221 Artificial Intelligence	51	Established	2,913	—
2	afshinea/stanford-cs-229-machine-learning VIP cheatsheets for Stanford's CS 229 Machine Learning	51	Established	19,296	—
3	afshinea/stanford-cs-230-deep-learning VIP cheatsheets for Stanford's CS 230 Deep Learning	51	Established	6,934	—
4	salimt/Courses- Answers for Quizzes & Assignments that I have taken	44	Emerging	705	Jupyter Notebook
5	maxim5/cs229-2018-autumn All notes and materials for the CS229: Machine Learning course by Stanford University	43	Emerging	3,128	Jupyter Notebook
6	maxim5/cs229-2019-summer All notes and materials for the CS229: Machine Learning course by Stanford University	35	Emerging	275	HTML
7	rickwierenga/CS229-Python Exercises and solutions to Stanford CS229 Machine Learning in Python	34	Emerging	213	Jupyter Notebook
8	huyfm/cs229-solution CS229 Solution (summer 2019, 2020).	31	Emerging	20	HTML
9	lakshyaag/Stanford-CS229 My notes for Stanford's CS229 course	27	Experimental	42	Jupyter Notebook
10	anhnt02hp/CS229-Fall2018-FullCourse Complete solutions to all CS229 problem sets. Written from Python with...	27	Experimental	5	Jupyter Notebook
11	cy-Yin/UCBerkeley-CS189-Sp24-Machine-Learning This repo contains all the materials and solutions of UC Berkeley CS189/289A...	25	Experimental	17	Jupyter Notebook
12	Farhad-Davaripour/Stanford-CS229-Spring2023-Notes CS229 course notes from Stanford University on machine learning, covering...	24	Experimental	17	—
13	anuwat1150/stanford-cs-229-machine-learning 📝 Access machine learning cheatsheets for Stanford's CS 229 in multiple...	22	Experimental	—	—
14	Aditya-ds-1806/CS229-machine-learning A muddled muff's musings on machine learning	14	Experimental	—	Jupyter Notebook
15	doongz/cs229 Stanford Machine Learning Andrew Ng	13	Experimental	8	Jupyter Notebook
16	ozereray/stanford-cs229-machine-learning Stanford CS229 ML foundations for Physical Intelligence (PI) and the VYNO...	11	Experimental	—	HTML

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-221-artificial-intelligence and stanford-cs-229-machine-learning (51 vs 51) stanford-cs-229-machine-learning and cs229-2019-summer (51 vs 35) stanford-cs-229-machine-learning and Stanford-CS229 (51 vs 27) stanford-cs-229-machine-learning and Stanford-CS229-Spring2023-Notes (51 vs 24) 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 35) cs229-2018-autumn and Stanford-CS229 (43 vs 27)