CS Education Resources ML Frameworks

Curated collections of textbooks, study materials, and learning resources for foundational computer science topics. Does NOT include data science books, programming tutorials, or ML-specific frameworks.

There are 95 cs education resources frameworks tracked. 9 score above 50 (established tier). The highest-rated is ThisIsSakshi/Books at 61/100 with 468 stars. 1 of the top 10 are actively maintained.

Get all 95 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=cs-education-resources&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	ThisIsSakshi/Books Books and other resources	61	Established	468	Python
2	Developer-Y/cs-video-courses List of Computer Science courses with video lectures.	60	Established	77,039	—
3	shhossain/computer_science Computer Science Topics	57	Established	275	Jupyter Notebook
4	vicky002/AlgoWiki Repository which contains links and resources on different topics of...	53	Established	4,231	CSS
5	aw-junaid/Computer-Science Explore a collection of resources and projects in Computer Science, covering...	53	Established	72	Python
6	apeman/awesome_computer_science The complete syllabus of Computer Science and Engineering. Roadmap,...	53	Established	534	—
7	wardseptember/notes 算法刷题指南、Java多线程与高并发、Java集合源码、Spring boot、Spring Cloud等笔记，源码级学习笔记后续也会更新。	51	Established	929	HTML
8	JiashuWu/Books My book list	51	Established	690	—
9	wugenqiang/NoteBook ✍ 记录一路走来学习的计算机专业知识，力求构建 AI & CS & SE 知识体系	50	Established	347	C++
10	gzbin365/map 算法数学科学。这是一个全网收藏夹; 一个备忘录; 一个To-Do List; 未来的技能点; 个人知识库; 也是一个算法工程师的网址导航．热爱生活,...	49	Emerging	65	—
11	CMU-HKN/CMU-ECE-CS-Guide How to survive CMU as an ECE/CS major	49	Emerging	619	TypeScript
12	kuzand/Computer-Vision-Video-Lectures A curated list of free, high-quality, university-level courses with video...	49	Emerging	435	—
13	sfvsfv/ComputerStudent 计算机专业系统性学习资料（python,c,c++,计算机组成，计算机网络，编译原理，电路，谷歌插件，爬虫）	48	Emerging	148	HTML
14	varunkashyapks/Books Books related to AI/ML/DL/GENAI	48	Emerging	423	—
15	Veal98/cs-wiki 📙 致力打造完善的后端知识体系. Not only an Interview-Guide, but also a Learning-Direction.	47	Emerging	754	JavaScript
16	manastalukdar/learning-technical Learning data structures, algorithms, machine learning and various computer...	47	Emerging	31	Java
17	JasperZhang121/Vaults Notes of CS Concept & Code Snippet	46	Emerging	83	—
18	nokia-wroclaw/nokia-book NOKIA Book covers selected aspects of the telecommunication industry...	45	Emerging	111	C++
19	hao-lh/the-books-making-you-better This repo is a curated library to help you achieve a deeper understanding of...	44	Emerging	183	—
20	nwuzmedoutlook/university :octocat:120+国内高校课程资源纯手工整理，欢迎补充、修订	44	Emerging	1,123	—
21	deep5050/HighlightedCS Popular computer science books (PDF) with highlighting :) add yours now	44	Emerging	119	Python
22	Rishabh-creator601/Books Books / PDFS / EPUBS for different fields of programming . READ GROW AND ENJOY 😊😊😊😊	43	Emerging	479	—
23	lining808/CS-Ebook 一个高质量、经典计算机书籍推荐清单，特点为：只收集高质量，各方向经典书籍，不求书多，只求书精。	43	Emerging	2,448	Python
24	mukeshmithrakumar/Book_List Python, Machine Learning, Deep Learning and Data Science Books	42	Emerging	230	—
25	the-akira/Computer-Science-Resources Collection of resources spanning key areas of Computer Science	41	Emerging	2,746	—
26	sudonam/open-college-courses open-college-courses	41	Emerging	238	—
27	kjaisingh/ML-for-High-Schoolers This guide details a learning path for high school students looking to...	40	Emerging	1,017	—
28	pytholic/Machine-Learning-Curriculum A concise and comprehensive A to Z curriculum for machine learning.	40	Emerging	72	—
29	Charmve/OpenCS-Courses 🎓 Path to a free self-taught education in Computer Science!	39	Emerging	77	—
30	OleksiiBevza/ML-Self-Study-Curriculum Rigorous self-study Undergraduate and Postgraduate curriculum in Machine...	39	Emerging	7	Jupyter Notebook
31	dcetin/eth-cs-notes Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich	39	Emerging	635	TeX
32	404notf0und/Always-Learning 404 Not Found的知识库：计算机理论基础、计算机技术基础、底层研究、安全技术、安全研究、人工智能、企业安全建设、安全发展、职业规划、综合素质、国内外优秀技术人	38	Emerging	534	—
33	mrdandelion6/learn-to-code a collection of my notes and code snippets as i journey through learning...	38	Emerging	12	Jupyter Notebook
34	LaicZhang/awesome-ebooks 收录开源的经典技术书籍 PDF 文件及相关网站，持续更新中...	37	Emerging	99	—
35	rafi007akhtar/CSE-resources A collection of curated resources for learning Computer Science subjects and...	37	Emerging	87	—
36	LearnMachineLearning/the-math-of-intelligence List of resources & possible pathway for the Math of Machine Learning and AI.	36	Emerging	416	—
37	QWED-AI/qwed-learning 🎓 Free course on deterministic AI verification. Learn how to mathematically...	36	Emerging	6	Python
38	akkefa/Must-Read-Books-of-All-Time Must Read Books of All Time	35	Emerging	13	—
39	Yagami360/My_NoteBook サイエンス、テクノロジー、エンジニアリング関連の情報を記載したノート（忘備録）です。	33	Emerging	139	CSS
40	TatevKaren/free-resources-books-papers Books and Papers in Mathematics, Econometrics, Machine Learning, Finance...	32	Emerging	58	—
41	IMSoley/cs-study-plan 📚👨‍🎓 Resources I'm using everyday to develop my skills to become a...	32	Emerging	32	—
42	shubhamsawant0601/Handwritten_Notes My Handwritten notes of Aptitude, Web Development, Machine Learning, Java,...	32	Emerging	90	—
43	minhaj-313/Data-Science-Books Welcome to the Data Science Books repository! Dive into a curated collection...	30	Emerging	20	—
44	Pavith19/CS-and-Programming-Books A collection of free CS books , complete with code examples and project...	30	Emerging	28	—
45	ArunkumarRamanan/Computer-Science-Resources The Curated List of Computer Science CS Resources	29	Experimental	10	Jupyter Notebook
46	amirabbasasadi/mathematics-computerscience-courses A collection of awesome mathematics and computer science courses	29	Experimental	142	—
47	pchandiwal-livongo/datascience_books Springer has released hundreds of free books on a wide range of topics to...	28	Experimental	12	—
48	jacksonchen1998/Awesome-CGU-CS-AI Chang Gung University Computer Science / Artificial Intelligence learning material	28	Experimental	27	—
49	eudaemonic-one/Lifelong-Learning My personal note of everything, from coding to philosophy.	27	Experimental	82	Go
50	ishmahafeez/Computer-Science-Notes Computer Science PDF notes	27	Experimental	30	—
51	JZK00/study_materials 存储库，内含一些科研相关的自学教材，涉及计算机、机器学习、物理、数学等领域。	26	Experimental	7	—
52	hotohoto/study-notes Study notes as a personal knowledge graph	26	Experimental	3	—
53	AXYZdong/Artificial-Intelligence Mind map for the course on Andrew Ng Machine Learning and popular platforms...	26	Experimental	11	—
54	kunalarya873/PythonBooks A comprehensive collection of Python books for all levels of programmers on Github.	25	Experimental	26	—
55	soham-c04/Learning-Resources Learning Resources for various subjects and topics. Includes courses, links,...	23	Experimental	1	Jupyter Notebook
56	Dharshini19960/research-project-handbook A hands-on guide for CS and AI/ML students to take a research project from...	23	Experimental	1	—
57	dyneth02/SLIIT-AI-Engineer-Stage-I AI/ML Engineer – Stage 1 provides the fundamental building blocks to create...	23	Experimental	8	Jupyter Notebook
58	lolzzzzzz120/Networking-101 📚 Master networking basics and advanced topics through practical assignments...	23	Experimental	1	—
59	NihalSinghrana809/Software-Engineering-Resources This GitHub repository is a curated collection of essential engineering...	23	Experimental	1	—
60	tfle/comp9417-notes Personal notes for COMP9417 (26T1), published with Quartz	22	Experimental	—	TypeScript
61	titouanfreville/SupinfoResources Resources for Supinfo cursus and more. This repo is shared with any Supinfo...	22	Experimental	7	C
62	jerich2121/cs-video-courses List of Computer Science courses with video lectures.	22	Experimental	12	—
63	Imteyaz5161/Data-Science-Books Data science related book pdf	20	Experimental	7	—
64	bhataparnak/Technical-books This repository contains various books on Machine learning, Artificial...	20	Experimental	7	—
65	rosa-lpz/computer-science-handbook Notes and resources for computer science	19	Experimental	—	—
66	Koubae/Software-Engineer-Study-Notes Notes taken with Obsidian while learning and studying various courses,...	19	Experimental	—	JavaScript
67	arkapg211002/SEM-7-CSE Books and Organizers for Sem 7 CSE	18	Experimental	8	—
68	master-csmi/csmi CSMI website	17	Experimental	1	Handlebars
69	umyunsang/edu Obsidian-based Computer Science notes and labs — a curated undergraduate...	16	Experimental	2	—
70	dev-aniketj/Programming-Books In this Repo, you will get all the Books which is available on Internet.	15	Experimental	20	—
71	amin2783/all-books-code Repo for storing all the code from the books I'm reading	15	Experimental	1	—
72	jhaeylscode/Linux-Learning 🌐 Master Linux from beginner to expert with this comprehensive guide. Learn...	15	Experimental	1	—
73	JamesAnderson75/Netpractice42-learning Explore core networking concepts with clear visuals and explanations...	14	Experimental	—	—
74	Allenpandas/Awesome-Computer-Career-Opportunities 👨‍💻‍ A repository for computer science career opportunities.（面向计算机相关专业人员的求职信息聚合仓库）	14	Experimental	9	—
75	Ishan2608/Computer-Science-Notes A private repo of my notes written in Markdown files	14	Experimental	—	HTML
76	Zaploo-hue/a-to-z-of-networking 📚 Explore networking fundamentals for DevOps with clear explanations and...	14	Experimental	—	—
77	chungback/cs-video-courses Organize and access curated video lectures from college-level computer...	14	Experimental	—	—
78	jiongmefeishi/JMFS-Programmer-Books 【囧么肥事图书馆】收拢程序员晋升必备读本，致力整合网络免费计算机相关书包括...	13	Experimental	11	—
79	SleepyLGod/accumulation notes and books for everthing about coding	13	Experimental	6	HTML
80	iberniex/The-Core-Dump Contains Notes, Books, Findings and Research on various Computer Science...	12	Experimental	1	Rust
81	antoinejeannot/nuggets Curated insights and consolidated notes from articles, videos and talks I enjoyed	12	Experimental	3	HTML
82	qianlinyi/notes 个人笔记整理	12	Experimental	3	—
83	Ur-Code-Buddy/ComputerBooks A curated list of essential books for computer science topics like Data...	12	Experimental	12	—
84	justinbrianhwang/Computer-theory A repository for organizing and sharing key theoretical concepts and...	12	Experimental	3	—
85	feiyutalk/cs-skill-tree 平时学习整理的笔记🌲🌲🌲	12	Experimental	16	Java
86	prathimacode-hub/E-Library One stop place for technical guidance on various topics and programming...	11	Experimental	2	—
87	aashish47/computer-science Notes on computer science subjects	11	Experimental	—	Python
88	Tarliza/Learning-Computer-Science Dedicated to tracking my self-driven journey in computer science. This...	11	Experimental	—	C
89	Ishan2608/Programming_Notes A private repo of my notes written in Markdown files	11	Experimental	—	—
90	gurusourabh75/data-science-book- this are books related to data science i may more in upcomming days	11	Experimental	6	—
91	apeman/awesome_computer_science-2 A detailed syllabus of computer science. Computer science and Engineering...	11	Experimental	2	—
92	Akshay2002Singh/Learning-Resources Here you can find free content that will boost your knowlege. In this repo...	10	Experimental	4	—
93	hieuphampm/Book-Collection A curated collection of free Programming, AI, and Data Science books —...	10	Experimental	4	—
94	DomizianoScarcelli/computer-science-sapienza-notes Notes written using Obsidian for the Master Degree in Computer Science at...	10	Experimental	1	—
95	naveenjujaray/Books by Naveen Jujaray	10	Experimental	1	—

Comparisons in this category

cs-video-courses and Computer-Vision-Video-Lectures (60 vs 49) computer_science and Computer-Science-Resources (57 vs 41) Computer-Science and Computer-Science-Resources (53 vs 41) computer_science and Computer-Science (57 vs 53)