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 108 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 108 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 |
|---|---|---|---|
| 1 |
ThisIsSakshi/Books
Books and other resources |
|
Established |
| 2 |
Developer-Y/cs-video-courses
List of Computer Science courses with video lectures. |
|
Established |
| 3 |
shhossain/computer_science
Computer Science Topics |
|
Established |
| 4 |
aw-junaid/Computer-Science
Explore a collection of resources and projects in Computer Science, covering... |
|
Established |
| 5 |
vicky002/AlgoWiki
Repository which contains links and resources on different topics of... |
|
Established |
| 6 |
apeman/awesome_computer_science
The complete syllabus of Computer Science and Engineering. Roadmap,... |
|
Established |
| 7 |
JiashuWu/Books
My book list |
|
Established |
| 8 |
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。 |
|
Established |
| 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 |
|
Established |
| 10 |
kuzand/Computer-Vision-Video-Lectures
A curated list of free, high-quality, university-level courses with video... |
|
Emerging |
| 11 |
CMU-HKN/CMU-ECE-CS-Guide
How to survive CMU as an ECE/CS major |
|
Emerging |
| 12 |
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,... |
|
Emerging |
| 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） |
|
Emerging |
| 14 |
varunkashyapks/Books
Books related to AI/ML/DL/GENAI |
|
Emerging |
| 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. |
|
Emerging |
| 16 |
manastalukdar/learning-technical
Learning data structures, algorithms, machine learning and various computer... |
|
Emerging |
| 17 |
nokia-wroclaw/nokia-book
NOKIA Book covers selected aspects of the telecommunication industry... |
|
Emerging |
| 18 |
mrdandelion6/learn-to-code
a collection of my notes and code snippets as i journey through learning... |
|
Emerging |
| 19 |
deep5050/HighlightedCS
Popular computer science books (PDF) with highlighting :) add yours now |
|
Emerging |
| 20 |
hao-lh/the-books-making-you-better
This repo is a curated library to help you achieve a deeper understanding of... |
|
Emerging |
| 21 |
nwuzmedoutlook/university
:octocat:120+国内高校课程资源纯手工整理，欢迎补充、修订 |
|
Emerging |
| 22 |
JasperZhang121/Vaults
Notes of CS Concept & Code Snippet |
|
Emerging |
| 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。 |
|
Emerging |
| 24 |
Rishabh-creator601/Books
Books / PDFS / EPUBS for different fields of programming . READ GROW AND ENJOY 😊😊😊😊 |
|
Emerging |
| 25 |
akkefa/Must-Read-Books-of-All-Time
Must Read Books of All Time |
|
Emerging |
| 26 |
mukeshmithrakumar/Book_List
Python, Machine Learning, Deep Learning and Data Science Books |
|
Emerging |
| 27 |
sudonam/open-college-courses
open-college-courses |
|
Emerging |
| 28 |
the-akira/Computer-Science-Resources
Collection of resources spanning key areas of Computer Science |
|
Emerging |
| 29 |
kjaisingh/ML-for-High-Schoolers
This guide details a learning path for high school students looking to... |
|
Emerging |
| 30 |
dcetin/eth-cs-notes
Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich |
|
Emerging |
| 31 |
Charmve/OpenCS-Courses
🎓 Path to a free self-taught education in Computer Science! |
|
Emerging |
| 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 |
|
Emerging |
| 33 |
OleksiiBevza/ML-Self-Study-Curriculum
Rigorous self-study Undergraduate and Postgraduate curriculum in Machine... |
|
Emerging |
| 34 |
QWED-AI/qwed-learning
🎓 Free course on deterministic AI verification. Learn how to mathematically... |
|
Emerging |
| 35 |
Pavith19/CS-and-Programming-Books
A collection of free CS books , complete with code examples and project... |
|
Emerging |
| 36 |
minhaj-313/Data-Science-Books
Welcome to the Data Science Books repository! Dive into a curated collection... |
|
Emerging |
| 37 |
rafi007akhtar/CSE-resources
A collection of curated resources for learning Computer Science subjects and... |
|
Emerging |
| 38 |
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... |
|
Emerging |
| 39 |
LearnMachineLearning/the-math-of-intelligence
List of resources & possible pathway for the Math of Machine Learning and AI. |
|
Emerging |
| 40 |
ArunkumarRamanan/Computer-Science-Resources
The Curated List of Computer Science CS Resources |
|
Emerging |
| 41 |
pytholic/Machine-Learning-Curriculum
A concise and comprehensive A to Z curriculum for machine learning. |
|
Emerging |
| 42 |
pchandiwal-livongo/datascience_books
Springer has released hundreds of free books on a wide range of topics to... |
|
Emerging |
| 43 |
jacksonchen1998/Awesome-CGU-CS-AI
Chang Gung University Computer Science / Artificial Intelligence learning material |
|
Emerging |
| 44 |
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。 |
|
Emerging |
| 45 |
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。 |
|
Emerging |
| 46 |
hotohoto/study-notes
Study notes as a personal knowledge graph |
|
Emerging |
| 47 |
AXYZdong/Artificial-Intelligence
Mind map for the course on Andrew Ng Machine Learning and popular platforms... |
|
Emerging |
| 48 |
kunalarya873/PythonBooks
A comprehensive collection of Python books for all levels of programmers on Github. |
|
Emerging |
| 49 |
shubhamsawant0601/Handwritten_Notes
My Handwritten notes of Aptitude, Web Development, Machine Learning, Java,... |
|
Emerging |
| 50 |
IMSoley/cs-study-plan
📚👨🎓 Resources I'm using everyday to develop my skills to become a... |
|
Emerging |
| 51 |
TatevKaren/free-resources-books-papers
Books and Papers in Mathematics, Econometrics, Machine Learning, Finance... |
|
Emerging |
| 52 |
amirabbasasadi/mathematics-computerscience-courses
A collection of awesome mathematics and computer science courses |
|
Experimental |
| 53 |
titouanfreville/SupinfoResources
Resources for Supinfo cursus and more. This repo is shared with any Supinfo... |
|
Experimental |
| 54 |
ishmahafeez/Computer-Science-Notes
Computer Science PDF notes |
|
Experimental |
| 55 |
bhataparnak/Technical-books
This repository contains various books on Machine learning, Artificial... |
|
Experimental |
| 56 |
Imteyaz5161/Data-Science-Books
Data science related book pdf |
|
Experimental |
| 57 |
lolzzzzzz120/Networking-101
📚 Master networking basics and advanced topics through practical assignments... |
|
Experimental |
| 58 |
eudaemonic-one/Lifelong-Learning
My personal note of everything, from coding to philosophy. |
|
Experimental |
| 59 |
arkapg211002/SEM-7-CSE
Books and Organizers for Sem 7 CSE |
|
Experimental |
| 60 |
NihalSinghrana809/Software-Engineering-Resources
This GitHub repository is a curated collection of essential engineering... |
|
Experimental |
| 61 |
soham-c04/Learning-Resources
Learning Resources for various subjects and topics. Includes courses, links,... |
|
Experimental |
| 62 |
jerich2121/cs-video-courses
List of Computer Science courses with video lectures. |
|
Experimental |
| 63 |
master-csmi/csmi
CSMI website |
|
Experimental |
| 64 |
Dharshini19960/research-project-handbook
A hands-on guide for CS and AI/ML students to take a research project from... |
|
Experimental |
| 65 |
dyneth02/SLIIT-AI-Engineer-Stage-I
AI/ML Engineer – Stage 1 provides the fundamental building blocks to create... |
|
Experimental |
| 66 |
dev-aniketj/Programming-Books
In this Repo, you will get all the Books which is available on Internet. |
|
Experimental |
| 67 |
Koubae/Software-Engineer-Study-Notes
Notes taken with Obsidian while learning and studying various courses,... |
|
Experimental |
| 68 |
rosa-lpz/computer-science-handbook
Notes and resources for computer science |
|
Experimental |
| 69 |
tfle/comp9417-notes
Personal notes for COMP9417 (26T1), published with Quartz |
|
Experimental |
| 70 |
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） |
|
Experimental |
| 71 |
jhaeylscode/Linux-Learning
🌐 Master Linux from beginner to expert with this comprehensive guide. Learn... |
|
Experimental |
| 72 |
umyunsang/edu
Obsidian-based Computer Science notes and labs — a curated undergraduate... |
|
Experimental |
| 73 |
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... |
|
Experimental |
| 74 |
SleepyLGod/accumulation
notes and books for everthing about coding |
|
Experimental |
| 75 |
justinbrianhwang/Computer-theory
A repository for organizing and sharing key theoretical concepts and... |
|
Experimental |
| 76 |
feiyutalk/cs-skill-tree
平时学习整理的笔记🌲🌲🌲 |
|
Experimental |
| 77 |
qianlinyi/notes
个人笔记整理 |
|
Experimental |
| 78 |
iberniex/The-Core-Dump
Contains Notes, Books, Findings and Research on various Computer Science... |
|
Experimental |
| 79 |
antoinejeannot/nuggets
Curated insights and consolidated notes from articles, videos and talks I enjoyed |
|
Experimental |
| 80 |
Ur-Code-Buddy/ComputerBooks
A curated list of essential books for computer science topics like Data... |
|
Experimental |
| 81 |
prathimacode-hub/E-Library
One stop place for technical guidance on various topics and programming... |
|
Experimental |
| 82 |
gurusourabh75/data-science-book-
this are books related to data science i may more in upcomming days |
|
Experimental |
| 83 |
apeman/awesome_computer_science-2
A detailed syllabus of computer science. Computer science and Engineering... |
|
Experimental |
| 84 |
DomizianoScarcelli/computer-science-sapienza-notes
Notes written using Obsidian for the Master Degree in Computer Science at... |
|
Experimental |
| 85 |
naveenjujaray/Books
by Naveen Jujaray |
|
Experimental |
| 86 |
Akshay2002Singh/Learning-Resources
Here you can find free content that will boost your knowlege. In this repo... |
|
Experimental |
| 87 |
hieuphampm/Book-Collection
A curated collection of free Programming, AI, and Data Science books —... |
|
Experimental |
| 88 |
Kishan-Mevada/kishan-ebooks-library
A curated collection of free eBooks and learning resources for software... |
|
Experimental |
| 89 |
Zaploo-hue/a-to-z-of-networking
📚 Explore networking fundamentals for DevOps with clear explanations and... |
|
Experimental |
| 90 |
Ishan2608/Computer-Science-Notes
A private repo of my notes written in Markdown files |
|
Experimental |
| 91 |
amin2783/all-books-code
Repo for storing all the code from the books I'm reading |
|
Experimental |
| 92 |
chungback/cs-video-courses
Organize and access curated video lectures from college-level computer... |
|
Experimental |
| 93 |
NitzanBarzilay/Notes
Detailed notes of various Computer Science courses - mostly courses form... |
|
Experimental |
| 94 |
antz22/high-school-guide-to-compsci
A basic guide on how to move forward in Computer Science as a high school student! |
|
Experimental |
| 95 |
Ishan2608/Programming_Notes
A private repo of my notes written in Markdown files |
|
Experimental |
| 96 |
aashish47/computer-science
Notes on computer science subjects |
|
Experimental |
| 97 |
JamesAnderson75/Netpractice42-learning
Explore core networking concepts with clear visuals and explanations... |
|
Experimental |
| 98 |
Tarliza/Learning-Computer-Science
Dedicated to tracking my self-driven journey in computer science. This... |
|
Experimental |
| 99 |
afondiel/cs-courses
This is a list of Computer Science free courses and resources available on... |
|
Experimental |
| 100 |
ChinmayBhattt/LearnProg
LearnProg is a beginner-friendly programming repository with structured... |
|
Experimental |
| 101 |
Devs-Paradise/Educational-Resources
Study Material Repository (All problems one solution) |
|
Experimental |
| 102 |
omtrivediw/Important-Files
All the important contents related to the field of Computer Science |
|
Experimental |
| 103 |
thanhtcptit/Courses
Courses resources |
|
Experimental |
| 104 |
farhan523/computer-science-resources
This repo contain all the resources that will help individual to learn core... |
|
Experimental |
| 105 |
AleG57/FichesRevisions
Ce dépôt est un ensemble de fiches de révisions rédigées en LaTeX qui m'ont... |
|
Experimental |
| 106 |
EYOELTEKLE/Software-and-Machine-Learning-notes
Simple study Notes about SE and ML |
|
Experimental |
| 107 |
jmichaux/independent-study
A repository for notes, derivations, implementations, and exercise solutions... |
|
Experimental |
| 108 |
emrancub/books
I collected several books from different media. You can download any book... |
|
Experimental |