AI Learning Notebooks ML Frameworks
Educational Jupyter notebooks and tutorial collections for learning AI/ML concepts from scratch. Includes beginner-friendly implementations, study materials, and practice exercises across various AI domains. Does NOT include framework documentation, production tools, competition solutions, or research paper implementations.
There are 174 ai learning notebooks frameworks tracked. 5 score above 50 (established tier). The highest-rated is microsoft/AI-For-Beginners at 64/100 with 46,024 stars. 2 of the top 10 are actively maintained.
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
microsoft/AI-For-Beginners
12 Weeks, 24 Lessons, AI for All! |
|
Established |
| 2 |
Marktechpost/AI-Tutorial-Codes-Included
Codes/Notebooks for AI Projects |
|
Established |
| 3 |
airbus/scikit-decide
AI framework for Reinforcement Learning, Automated Planning and Scheduling |
|
Established |
| 4 |
nearai/program_synthesis
Program Synthesis |
|
Established |
| 5 |
papagiannakis/Elements
Project Elements: A computational entity-component-system in a scene-graph... |
|
Established |
| 6 |
unpackAI/unpackai
The Unpack.AI library |
|
Emerging |
| 7 |
Artificial-Intelligence-HSBI-TDU/KI-Vorlesung
Lecture "Künstliche Intelligenz" |
|
Emerging |
| 8 |
div-bargali/Data-Structures-and-Algorithms
Data Structures and Algorithms implemented In Python, C, C++, Java or any... |
|
Emerging |
| 9 |
kochgroup/intro_pharma_ai
A collection of Jupyter Notebooks that are designed to teach life science... |
|
Emerging |
| 10 |
aimuch/iAI
🎯 AI Zero to Hero 👑 |
|
Emerging |
| 11 |
lynnlangit/learning-ethical-ai
Resources to learn how to implement ethical AI |
|
Emerging |
| 12 |
xkiwilabs/Practical-AI-for-Behavioural-Science
A hands-on course introducing machine learning and AI tools to psychological... |
|
Emerging |
| 13 |
sebastian-hofstaetter/teaching
Open-Source Information Retrieval Courses @ TU Wien |
|
Emerging |
| 14 |
thanhhff/AIVN-Machine-Learning
Những nội dung cơ bản về Machine Learning dành cho tất cả mọi người |
|
Emerging |
| 15 |
FiammettaC/AI-for-Chemical-Engineers
This is a practical course designed for chemical engineers that want to... |
|
Emerging |
| 16 |
AIPI540/AIPI540-Deep-Learning-Applications
This repo contains demo code notebooks accompanying the AIPI 540: Deep... |
|
Emerging |
| 17 |
prathimacode-hub/PyAlgo-Tree
👍This project aims to be a finest hub of various data structures and... |
|
Emerging |
| 18 |
Avik-Jain/School-of-AI
Repository for Resources and Code used in Dehradun School of AI Workshops and Meetups |
|
Emerging |
| 19 |
sut-ai/notes
Lecture notes and Handouts |
|
Emerging |
| 20 |
tekrei/DSAlgorithms
Data Structures and Algorithm Implementations for practice using Java,... |
|
Emerging |
| 21 |
andy6804tw/2020-12th-ironman
[全民瘋AI系列] 第12屆iT邦幫忙鐵人賽 影片教學組 |
|
Emerging |
| 22 |
jgvfwstone/ArtificialIntelligenceEngines
Computer code collated for use with Artificial Intelligence Engines book by JV Stone |
|
Emerging |
| 23 |
PGM-Lab/probai-2021-pyro
Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School... |
|
Emerging |
| 24 |
kraina-ai/srai-tutorial
A tutorial for the SRAI library |
|
Emerging |
| 25 |
Elemento24/Journey-With-Artificial-Intelligence
This repo consists of all the resources that can be referred during one's... |
|
Emerging |
| 26 |
PsorTheDoctor/artificial-intelligence
AI projects in python, mostly Jupyter notebooks. |
|
Emerging |
| 27 |
TimefoldAI/timefold-notebooks
Jupyter notebooks for Timefold Solver. |
|
Emerging |
| 28 |
AIMLWG/AIML-tutorials
Repository for containing the tutorial series for the AI/ML working group |
|
Emerging |
| 29 |
KasaiHarcore/Artificial-Intelligent-Skills
A Long Term Training On Artificial Intelligence |
|
Emerging |
| 30 |
AISpace2/AISpace2
Notebooks for learning AI. |
|
Emerging |
| 31 |
srohit0/mida
Selected problems and their solutions from the book on "Machine Intelligence... |
|
Emerging |
| 32 |
shakedzy/notebooks
Some notebooks |
|
Emerging |
| 33 |
SAP-samples/service-ticket-intelligence-jupyter-notebook
Use Jupyter Notebook samples to try out the Service Ticket Intelligence... |
|
Emerging |
| 34 |
KI-Campus/AMALEA
Praktische Programmieraufgaben zum KI-Campus-Kurs "AMALEA - Angewandte... |
|
Emerging |
| 35 |
lil-lab/ciff
Cornell Instruction Following Framework |
|
Emerging |
| 36 |
every-algorithm/python
EVERY algorithm, in Python! |
|
Experimental |
| 37 |
wolf-bailang/AI-Projects
AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理） |
|
Experimental |
| 38 |
arnaldojr/cognitivecomputing
cognitive computing - FIAP 4SI |
|
Experimental |
| 39 |
YannSia/tutorials
Ens'IA slides and notebooks for lab works | 2022-2023 |
|
Experimental |
| 40 |
cyberboysumanjay/AI-Training
Jupyter Notebooks and other files used in AI Training |
|
Experimental |
| 41 |
raghavian/sustainable_ai
Materials and exercises for the book "Sustainable AI" by Raghavendra Selvan. (2025) |
|
Experimental |
| 42 |
duc0/vitech
tuyển chọn các tài liệu về công nghệ bằng tiếng Việt |
|
Experimental |
| 43 |
xuyanshi/AI-ML
Artificial Intelligence and Machine Learning, Spring 2024, Renmin University of China |
|
Experimental |
| 44 |
acetinkaya/HouSec
Think Smart Live Smarter |
|
Experimental |
| 45 |
berkeleybop/artificial-intelligence-ontology
An ontology modeling classes and relationships describing deep learning... |
|
Experimental |
| 46 |
quickgrid/code-lab
Repository of my AI related codes, examples, course works etc. |
|
Experimental |
| 47 |
mathigatti/ArtWithAICourse
Course about artificial intelligence applied to the arts. Available in... |
|
Experimental |
| 48 |
hexiumsoftec/hexiumsoftec.github.io
AI and ml class |
|
Experimental |
| 49 |
JEF1056/riceteacatpanda
repo with challenge material for riceteacatpanda (2020) |
|
Experimental |
| 50 |
8sylla/aids-repo
🚀 CODE "MATRIX" AI Workshops | Practical sessions on Machine Learning, Deep... |
|
Experimental |
| 51 |
GitiHubi/courseAIML
A series of interactive labs we prepared for the Introduction into... |
|
Experimental |
| 52 |
ikathuria/python-to-ai
Different machine learning algorithms implemented to predict the outcomes of... |
|
Experimental |
| 53 |
Josuercuevas/own_repos
Ideas developed or integrated with other publicly available projects |
|
Experimental |
| 54 |
GitiHubi/AgenticAuditing
Notebooks of the Agentic Auditing Tutorial of 63rd World Continuous Auditing... |
|
Experimental |
| 55 |
ayush29feb/nn-experiments
My Playground for Deep Learning Experiments and Reading Lists |
|
Experimental |
| 56 |
cnarutox/AI
Introduction to Artificial Intelligence - 2019 Fall Notes 《人工智能导论... |
|
Experimental |
| 57 |
zhaochenyang20/IAI_2022
贵系 2022 年人智导全部资料，from homework to course review |
|
Experimental |
| 58 |
bradflaugher/AI-Harmony-Book
The source text and LaTeX formatting for AI Harmony by Brad Flaugher |
|
Experimental |
| 59 |
CuriousDima/ai
Practicing AI |
|
Experimental |
| 60 |
albertjanvanhoek/Evolution-by-Emergence
LaTeX source of the open‑access book “Evolution by Emergence” on networks,... |
|
Experimental |
| 61 |
ruivieira/trustyai-binder
A template for Java-based TrustyAI Jupyter notebooks |
|
Experimental |
| 62 |
leonard-seydoux/cheese-ai-for-geosciences
Lecture notes and notebooks for artificial intelligence and machine learning... |
|
Experimental |
| 63 |
subito-ai-for-bigdata/subito
SuBiTO: Synopsis-Based Training Optimization for Neural Networks |
|
Experimental |
| 64 |
HiMyNameIsDavidKim/Study
데이터 사이언티스트 (AI 리서치 엔지니어) 공부, 연구, 논문 기록 |
|
Experimental |
| 65 |
khlaifiabilel/formation-en-intelligence-artificielle
Formation en Intelligence Artificielle |
|
Experimental |
| 66 |
joealongi/dataengineeringformachinelearning
Interactive steps, working notes, and AI annotation on the Data Engineering... |
|
Experimental |
| 67 |
hse95/ai-for-engineers-guide
Companion code for "An Introductory Guide to Artificial Intelligence for... |
|
Experimental |
| 68 |
sgrade/pytest
algorithms, data structures, ML & AI |
|
Experimental |
| 69 |
emredeveloper/ai-data-handbook
A practical, notebook-based AI and data science handbook for learners and... |
|
Experimental |
| 70 |
pmuens/lab
Research Environment to play around with Algorithms and Data (Structures) |
|
Experimental |
| 71 |
oalsing/Automagic_Tinder_Fire_Bot
Official repository for the Automatic Tinder Tutorial |
|
Experimental |
| 72 |
dfdazac/studious-rotary-phone
A collection of notebooks on AI and some artifacts |
|
Experimental |
| 73 |
balakrishnangithub/edX-DAT256x
Essential Mathematics for Artificial Intelligence - Python 3 Notebook |
|
Experimental |
| 74 |
rohanmistry231/Artificial-Intelligence-Machine-Learning-Full-Course
A complete course on AI and machine learning, featuring Python-based... |
|
Experimental |
| 75 |
MattePalte/thinking-like-a-developer
Companion Repository for "Thinking Like a Developer? Comparing the Attention... |
|
Experimental |
| 76 |
BamdadTabari/AI_Learning_Toturial_Example_Based
this repository contains all my studies from first to last in AI... |
|
Experimental |
| 77 |
Sabtain-Dev/Artificial-Intelligence
A hands-on AI learning collection featuring ML, DL etc built to explore and... |
|
Experimental |
| 78 |
washimimizuku/data-ai-mastery
Complete learning path from basic programming to advanced data engineering... |
|
Experimental |
| 79 |
wunderwuzzi23/huskyai
Building and breaking a machine learning system. |
|
Experimental |
| 80 |
GitiHubi/courseACA
A series of interactive lab notebooks we prepared for the ACA course on... |
|
Experimental |
| 81 |
turing-club/info
Resources to help you get started! |
|
Experimental |
| 82 |
AIKU-Official/2023S-AIKU-D2D
2023 여름방학 고려대학교 AIKU 주니어 딥러닝 부트캠프: DeepintoDeep (D2D) |
|
Experimental |
| 83 |
RoboticsIIITH/summer-school-2025
Fast-paced lectures to familiarize new entrants to the lab with key areas in... |
|
Experimental |
| 84 |
kyle-sherman-projects/ai-concepts
Annotation Documents and Interactive Notes from AI 680 - Artificial... |
|
Experimental |
| 85 |
jakir-ruet/artificial-intelligence-mastering
Artificial Intelligence (AI) is a branch of computer science that focuses on... |
|
Experimental |
| 86 |
SH22Hwang/GNU_AugumentedIntelligenceLab
경상국립대학교 컴퓨터과학과 증강지능 연구실 리포지토리 |
|
Experimental |
| 87 |
SoumilB7/TrainAnything
A repo to get you cracking with Neural Nets . |
|
Experimental |
| 88 |
SaashaJoshi/Python
Python practice examples and code snippets. |
|
Experimental |
| 89 |
andy6804tw/crazyai-xai
全民瘋AI系列 [探索可解釋人工智慧] |
|
Experimental |
| 90 |
muhammadibrahim313/GRIT
Growth through Rigorous Iterative Training |
|
Experimental |
| 91 |
hieptran1812/AI-for-ITPTIT
Hướng dẫn những kiến thức cơ bản về AI |
|
Experimental |
| 92 |
be-next/TP-IA
Introduction au machine learning |
|
Experimental |
| 93 |
arnaldojr/DisruptiveArchitectures
Disruptive Architectures - 2TDS - FIAP |
|
Experimental |
| 94 |
crizmo/AI-py
AI with py |
|
Experimental |
| 95 |
GDSCltce/AIML
A repository dedicated to learning about Artificial Intelligence, Machine... |
|
Experimental |
| 96 |
PiresLab/Z-Image-jupyter
🖼 Enhance your Jupyter experience with Z-Image for generating stunning... |
|
Experimental |
| 97 |
mikelkl/learning-artificial-intelligence
Learning notes of artificial intelligence |
|
Experimental |
| 98 |
scarleaf/artificialnetworkforstarters
처음 배우는 인공지능 스터디 페이지입니다. |
|
Experimental |
| 99 |
MikkoDT/MexEE402_AI
For 4th year MEXE students. |
|
Experimental |
| 100 |
sujiny-tech/k-digital-training-AI-dev
[Grepp] K-Digital-Training 인공지능 데브 코스 : 2020. 11. 30 ~ 2021. 04. 03 |
|
Experimental |
| 101 |
GonzaloHirsch/ai-ml
This repository contains various machine learning and AI algorithms... |
|
Experimental |
| 102 |
deep-div/AI-ML-DL-DS-Playground
A collection of simple and practical examples of ANN, CNN, and RNN models... |
|
Experimental |
| 103 |
woov2/LG_Aimers_5th
[해커톤] LG 전자 디스플레이 제조 공정 이상 탐지 AI 모델 개발 |
|
Experimental |
| 104 |
Devanik21/AlgoDiary
✨ A daily journal of algorithms — where every solved problem becomes a... |
|
Experimental |
| 105 |
erfunmirzaei/AI-Summer-School-2021-GroupB
We share some useful notebooks and scripts here to start AI. |
|
Experimental |
| 106 |
Muturi-Kelvin/free-algorithm-learning
🚀 Explore algorithms interactively with our learning platform, designed for... |
|
Experimental |
| 107 |
kelvinleandro/nvidia-real-time-video-ai
Jupyter notebooks from the "Building Real-Time Video AI Applications" course... |
|
Experimental |
| 108 |
nadongjun/SW_STUDY
캡스톤 디자인을 위한 IoT 프로젝트와 스터디 내용 정리 |
|
Experimental |
| 109 |
ohhh25/ai-book
Intro to Artificial Neural Networks for High Schoolers |
|
Experimental |
| 110 |
JK-the-Ko/AI-and-DL
[HYU-Mechanical Convergence Engineering] Artifical Intelligence and Deep... |
|
Experimental |
| 111 |
0xKatie/ai-ml-mastery-hub
A comprehensive, beginner-friendly guide to Artificial Intelligence and... |
|
Experimental |
| 112 |
voxel-community/2021-machine-learning
Costruisci e allena la tua prima rete neurale assieme e non solo! Una volta... |
|
Experimental |
| 113 |
KarryRen/Karry-Studies-AI
Documenting Karry's process of learning artificial intelligence for communication. |
|
Experimental |
| 114 |
austinagii/Lumiere
A workspace for exploring deep neural networks |
|
Experimental |
| 115 |
snehil-pandey/my-ai-learning-path
A personal journal of algorithms and data structures: explanations, code,... |
|
Experimental |
| 116 |
ZeinBarhoum/Machine-Learing-in-Robotics
This repository contains the code I developed during my Machine Learning in... |
|
Experimental |
| 117 |
IliaLarchenko/robotics_multimodality_explained
A demo notebook explaining multimodality in behavioral cloning and how it is... |
|
Experimental |
| 118 |
dirceuwjr/University-Network-Project
🎓 Simulate and manage a university campus network with advanced... |
|
Experimental |
| 119 |
mark-watson/Clojure-AI-Book
my Clojure AI book: both manuscript and source code for examples |
|
Experimental |
| 120 |
bpesquet/ainotes
(Phased out) A collection of interactive notes related to Artificial Intelligence |
|
Experimental |
| 121 |
e-petrachi/MachineLearningPractices
Esercizi e piccoli Progetti avanzati di applicazione all'Intelligenza... |
|
Experimental |
| 122 |
ParkSeonghyeon2003/SIAT-workspace
SIAT 10기 과정 중 사용하는 개인 워크스페이스입니다. |
|
Experimental |
| 123 |
xames3/learn
Learning the Essence of AI, Research and Notations |
|
Experimental |
| 124 |
abhiverse01/AI-Learning-Journey
Compiles all the colab notebook content and resources for my journey in learning AI |
|
Experimental |
| 125 |
master-csmi/csmi-stages-2021
Stages CSMI 2021 site |
|
Experimental |
| 126 |
particle1331/ai-notebooks
Notes and experiments in machine learning & AI. |
|
Experimental |
| 127 |
vijaymohire/ai_ml
Artificial Intelligence based files, projects and information |
|
Experimental |
| 128 |
Artificial-Intelligence-AHS/ai-21
Collaborative source code for projects done at Artificial Intelligence Club... |
|
Experimental |
| 129 |
Harmxn02/KTAI-Project
Project material for the Key Topics in Artificial Intelligence module |
|
Experimental |
| 130 |
xaris-tech/AI-ML-Notebooks
AI/ML Notebooks |
|
Experimental |
| 131 |
Zhangjq7585/AI-and-Big-Data-Practical-Operations
该工程为AI与大数据专业技能测试的代码练习内容。 包含机器学习、数据分析、深度学习的相关知识，欢迎大家交流学习 |
|
Experimental |
| 132 |
thiernodaoudaly/tp-machine-learning
Quelques travaux pratiques du cours Machine Learning de la première année de... |
|
Experimental |
| 133 |
acdc-digital/Soloist
Soloist. | Take control of tomorrow, today. |
|
Experimental |
| 134 |
kyegomez/LocalSoftmax
My own implementation/experiments with a local softmax |
|
Experimental |
| 135 |
UCDavis-GeoAI-Lab/ucdavis-geoai-lab.github.io
Course website for ABT/HYD 182 - Environmental Analysis Using GIS. Features... |
|
Experimental |
| 136 |
nambili-samuel/artificialintelligence
Practical Deep Learning: This book is from the free course designed for... |
|
Experimental |
| 137 |
DaviBonetto/Ex-Nihilo
Building the mathematical and algorithmic foundations of AI and Physics from... |
|
Experimental |
| 138 |
SajjadAemmi/PyLearn
Python Zero to Hero for Artificial Intelligence and Machine Learning 🐍 |
|
Experimental |
| 139 |
effectiveAvacados/ml-dl-and-ai
Machine Learning, Deep Learning and Artificial Intelligence Resources |
|
Experimental |
| 140 |
manjavacas/drl-building
TFM. DatCom 2020/2021. |
|
Experimental |
| 141 |
GitiHubi/SFAO
Das Notebook Repository für die EFK Januar Schulung 2025 zu Künstlicher Intelligenz. |
|
Experimental |
| 142 |
SaxionAMI/Saxion-AI-Training
Materials accompanying the Saxion AI Training sessions organised in 2021. |
|
Experimental |
| 143 |
bhuiyanmobasshir94/NUS-Artificial-Intelligence-Training
Sessions workshop slides, datasets, and notebooks while training with the... |
|
Experimental |
| 144 |
Sushil-Thapa/AIDevNepal
A Jupyter Notebook for Grand-Machine Learning Workshop. (May 12, 2018) |
|
Experimental |
| 145 |
itmorn/AI.handbook
人工智能口袋书 |
|
Experimental |
| 146 |
Natanaelvich/ai-for-devs_introduction
Repository for learning and exploring AI development concepts using Python,... |
|
Experimental |
| 147 |
yash-srivastava19/AI-Notes
Self-made notes on AI |
|
Experimental |
| 148 |
KhomZ/artificial-intelligence
Learn AI with Khom |
|
Experimental |
| 149 |
exohood/exania-machine-learning
🧠 Exania AI Learning is the process of determining the independent, actual... |
|
Experimental |
| 150 |
EnAnsari/basic-ai-learning-by-python
The codes I entered during learning course |
|
Experimental |
| 151 |
sriramjaju/aind-term-2
AIND Term 2 |
|
Experimental |
| 152 |
aidevelopersboise/aidevelopersboise-ai6-week1
Course Material for Week 1 |
|
Experimental |
| 153 |
rdenadai/AI-Study-Notebooks
Notebooks about Artificial Intelligence. Study cases and other playeable... |
|
Experimental |
| 154 |
luismibm/ia-bigdata-2526
Practice Exercises for AI & Big Data |
|
Experimental |
| 155 |
aiexplorations/praval-tutorials
Interactive Jupyter notebooks for learning Praval - the Pythonic multi-agent... |
|
Experimental |
| 156 |
brockwebb/practical-ai-ml-labs
A collection of hands-on laboratory exercises designed to teach practical... |
|
Experimental |
| 157 |
yammanhammad/Artificial_Intelligence_Fundamentals
A comprehensive, hands-on course covering the essential foundations of... |
|
Experimental |
| 158 |
Ehtasimul-nahid/Artificial_Intelligence_Lab
This repository features basic neural network implementations in Jupyter... |
|
Experimental |
| 159 |
sabina-talipova/aiml-331-project
Victoria University of Wellington AIML331 course project |
|
Experimental |
| 160 |
ShonHarsh/Python-Fibonacci
A Python Fobonacci code exercies |
|
Experimental |
| 161 |
eyupipler/AI-Examples-and-Docs
Artificial Intelligence Course and Documents |
|
Experimental |
| 162 |
AzyriAI/ai-ml-dl-samples
Artificial Intelligence - Machine Learning - Deep Learning - Samples |
|
Experimental |
| 163 |
nishatrhythm/Artificial-Intelligence-Lab
This repository features basic neural network implementations in Jupyter... |
|
Experimental |
| 164 |
pktippa/ai-training
All Training tutorials code and Documentation |
|
Experimental |
| 165 |
D-K-E/ai-notes
My notes on working different subjects related to Artificial Intelligence |
|
Experimental |
| 166 |
alphaolomi/artifical-intelligence
🤖Artificial Intelligence Notes 📚📄 |
|
Experimental |
| 167 |
AI4BP/ainotes
A collection of, mostly Python, notebooks curated by Andreas Martin, PhD,... |
|
Experimental |
| 168 |
ralexrivero/Artificial_intelligence
Artificial intelligence, Machine learning and Deep Learning |
|
Experimental |
| 169 |
johnreyes96/artificial-intelligence
Artificial intelligence algorithms. |
|
Experimental |
| 170 |
HyoYoonNam/Gachon-AISTUDY
가천대학교 AI Study, 개인적인 AI 공부 |
|
Experimental |
| 171 |
Md-Emon-Hasan/AI-From-University
🎓 Collection of academic resources, projects, and exercises related to... |
|
Experimental |
| 172 |
SumanthReddyKaliki/Artificial_Intelligence_Tutorials
This repository will have all the necessary tutorials to help you learn Data... |
|
Experimental |
| 173 |
Feel-The-AGI/AI-Foundations
Deep Learning The Foundation of AI |
|
Experimental |
| 174 |
Dev-Yoko/PyMindLab
Your laboratory for exploring Python's neural networks and beyond. From the... |
|
Experimental |