1.Lordog / dive-into-llms
TranslatedDive into LLMs: a series of hands-on programming tutorials
+3,469 stars
from 55,554 · score 8.15
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 119 by Attention Score · Oct 5, 2026 – Nov 3, 2026 (UTC)
2.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+2,888 stars
from 38,175 · score 7.97
3.microsoft / ai-agents-for-beginners
18 Lessons to Get Started Building AI Agents
- agentic-ai
- agentic-framework
- agentic-rag
- ai-agents
- ai-agents-framework
- autogen
- +5 more
+2,536 stars
from 76,301 · score 7.84
4.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+2,276 stars
from 120,651 · score 7.73
5.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
- pytorch
- ai
- +13 more
+1,892 stars
from 105,878 · score 7.55
6.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+1,652 stars
from 17,405 · score 7.41
7.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+1,204 stars
from 69,336 · score 7.09
8.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+1,062 stars
from 186,607 · score 6.97
9.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+1,057 stars
from 53,109 · score 6.96
10.microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
- ml
- data-science
- machine-learning
- machine-learning-algorithms
- machinelearning
- python
- +6 more
+834 stars
from 91,146 · score 6.73
11.DataTalksClub / data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼
- data-engineering
- kafka
- spark
- dbt
- docker
- kestra
- +2 more
+698 stars
from 45,935 · score 6.55
12.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+696 stars
from 38,325 · score 6.55
13.openai / openai-cookbook
Examples and guides for using the OpenAI API
+671 stars
from 76,270 · score 6.51
14.HandsOnLLM / Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
- artificial-intelligence
- book
- large-language-models
- llm
- llms
- oreilly
- +1 more
+659 stars
from 29,388 · score 6.49
+657 stars
from 24,612 · score 6.49
16.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+648 stars
from 44,312 · score 6.48
17.datawhalechina / happy-llm
Translated📚 Building large models from scratch
+637 stars
from 34,112 · score 6.46
18.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+587 stars
from 29,629 · score 6.38
19.stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
- machine-learning
- trading
- investment
- finance
- data-science
- investment-strategies
- +12 more
+513 stars
from 21,189 · score 6.24
20.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+513 stars
from 17,697 · score 6.24
21.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+476 stars
from 37,451 · score 6.17
22.The-Art-of-Hacking / h4cker
This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit development, reverse engineering, and more. 🔥 Also check: https://hackertraining.org
- hacking
- penetration-testing
- hacking-series
- cybersecurity
- ethical-hacking
- hacker
- +14 more
+435 stars
from 29,585 · score 6.08
23.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+373 stars
from 24,441 · score 5.92
24.datawhalechina / self-llm
Translated"开源大模型食用指南" (Open-Source Large Model Usage Guide): a tutorial tailor-made for Chinese users on quickly fine-tuning (full-parameter/LoRA) and deploying domestic and international open-source large language models (LLM) and multimodal large models (MLLM) in a Linux environment
+362 stars
from 32,333 · score 5.89
25.AccumulateMore / CV
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
+357 stars
from 23,846 · score 5.88
26.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+323 stars
from 50,032 · score 5.78
27.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+320 stars
from 21,502 · score 5.77
28.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+295 stars
from 49,625 · score 5.69
29.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+242 stars
from 19,113 · score 5.49
30.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+240 stars
from 14,671 · score 5.48
31.microsoft / mcp-for-beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
- csharp
- java
- javascript
- mcp
- mcp-client
- mcp-security
- +8 more
+235 stars
from 17,362 · score 5.46
32.datawhalechina / llm-universe
TranslatedThis project is a tutorial on developing large model applications, aimed at beginner developers. Read it online at: https://datawhalechina.github.io/llm-universe/
+207 stars
from 14,051 · score 5.34
33.GrEarl / microgpt-lesson
TranslatedLLM teaching material for high school students: based on Karpathy's microgpt, for Google Colab
+200 stars
from 48 · score 5.30
34.Infrasys-AI / AISystem
TranslatedAISystem mainly refers to AI systems, covering the full stack of underlying AI technologies, including AI chips, AI compilers, and AI inference and training frameworks
- ai
- mlsys
- aiinfra
- aisys
- dlsys
+196 stars
from 17,912 · score 5.28
35.ageron / handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
+189 stars
from 14,242 · score 5.25
36.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+183 stars
from 13,130 · score 5.21
37.DataTalksClub / mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
- machine-learning
- mlops
- model-deployment
- model-monitoring
- workflow-orchestration
+154 stars
from 15,367 · score 5.04
38.datawhalechina / easy-rl
TranslatedChinese tutorial on reinforcement learning (Mushroom Book 🍄), read online at: https://datawhalechina.github.io/easy-rl/
- deep-reinforcement-learning
- reinforcement-learning
- dqn
- ppo
- a3c
- q-learning
- +8 more
+143 stars
from 14,723 · score 4.97
39.anthropics / coursesArchived
Anthropic's educational courses
+141 stars
from 22,832 · score 4.96
40.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+136 stars
from 14,199 · score 4.92
41.datawhalechina / llm-cookbook
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
+131 stars
from 24,736 · score 4.88
42.google-gemini / cookbook
Examples and guides for using the Gemini API
+121 stars
from 17,779 · score 4.80
43.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+116 stars
from 16,070 · score 4.76
44.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+105 stars
from 25,342 · score 4.66
45.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+104 stars
from 24,969 · score 4.65
46.GoogleCloudPlatform / generative-ai
Sample code and notebooks for Generative AI on Google Cloud, with Gemini platform
- generative-ai
- llm
- vertex-ai
- langchain
- gemini
- gemini-api
- +10 more
+97 stars
from 17,746 · score 4.58
47.datawhalechina / leedl-tutorial
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
- reinforcement-learning
- transformer
- +10 more
+84 stars
from 16,772 · score 4.44
48.rlabbe / Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
+81 stars
from 19,390 · score 4.41
49.Mikoto10032 / DeepLearning
TranslatedDeep Learning Tutorial, excellent articles
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+81 stars
from 17,792 · score 4.41
50.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+78 stars
from 18,057 · score 4.37
51.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+71 stars
from 23,161 · score 4.28
52.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+66 stars
from 29,767 · score 4.20
+59 stars
from 12,500 · score 4.09
54.trekhleb / homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
- python
- jupyter
- jupyter-notebook
- machine-learning
- machinelearning
- machine-learning-algorithms
- +1 more
+58 stars
from 24,792 · score 4.08
55.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+57 stars
from 20,304 · score 4.06
+53 stars
from 11,049 · score 3.99
57.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+51 stars
from 10,707 · score 3.95
58.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+50 stars
from 17,119 · score 3.93
59.dennybritz / reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
+45 stars
from 22,132 · score 3.83
60.leandromoreira / digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
+44 stars
from 16,333 · score 3.81
61.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+39 stars
from 18,326 · score 3.69
62.meta-llama / llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
+38 stars
from 18,542 · score 3.66
63.AkashSingh3031 / The-Complete-FAANG-Preparation
Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.
- interview-questions
- dsa
- dbms
- sql
- aptitude
- algorithms
- +14 more
+37 stars
from 12,268 · score 3.64
64.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+36 stars
from 17,596 · score 3.61
65.CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
- data-science
- statistics
+35 stars
from 28,166 · score 3.58
66.zergtant / pytorch-handbook
TranslatedThe pytorch handbook is an open-source book that aims to help friends who want to use PyTorch for deep learning development and research get started quickly. All of the PyTorch tutorials it contains have been tested to ensure they run successfully.
- pytorch
- pytorch-tutorials
- pytorch-handbook
- deep-learning
- neural-network
- machine-learning
+35 stars
from 21,706 · score 3.58
67.NLP-LOVE / ML-NLP
TranslatedThis project covers the knowledge points and code implementations frequently asked about in Machine Learning, Deep Learning, and NLP interviews, and it is also the basic theoretical knowledge that an algorithm engineer must master.
+35 stars
from 17,809 · score 3.58
68.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+34 stars
from 11,744 · score 3.56
69.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+31 stars
from 10,984 · score 3.47
70.norvig / pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
- demonstrate-skills
+30 stars
from 24,393 · score 3.43
71.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+28 stars
from 29,920 · score 3.37
72.ShusenTang / Dive-into-DL-PyTorch
TranslatedThis project changes the MXNet implementations in the original book 《动手学深度学习》 (Dive into Deep Learning) into PyTorch implementations.
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
- computer-vision
- natural-language-processing
- +1 more
+28 stars
from 19,497 · score 3.37
73.hxu296 / leetcode-company-wise-problems-2022
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.
+27 stars
from 11,368 · score 3.33
74.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+26 stars
from 3,031 · score 3.30
75.musicinformationretrieval / musicinformationretrieval.com
Instructional notebooks on music information retrieval.
- ipython-notebook
- music-information-retrieval
- python
- machine-learning
- music
- jupyter-notebook
+24 stars
from 1,279 · score 3.22
76.yandexdataschool / Practical_RL
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
- git-course
- mooc
- +5 more
+23 stars
from 6,582 · score 3.18
77.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+22 stars
from 14,983 · score 3.14
78.NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
- computer-vision
- deep-learning
- drug-discovery
- forecasting
- large-language-models
- mxnet
- +9 more
+22 stars
from 14,848 · score 3.14
79.volkamerlab / teachopencadd
TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data
+22 stars
from 1,073 · score 3.14
80.aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
- tensorflow
- tutorial
- examples
- deep-learning
- python
- machine-learning
+21 stars
from 43,722 · score 3.09
81.aws / amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
- sagemaker
- aws
- reinforcement-learning
- machine-learning
- deep-learning
- examples
- +5 more
+21 stars
from 10,980 · score 3.09
82.ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+20 stars
from 25,591 · score 3.04
83.rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
- data-mining
- python
- +2 more
+19 stars
from 12,646 · score 3.00
84.fengdu78 / lihang-code
TranslatedCode implementation of 《统计学习方法》 (Statistical Learning Methods)
+18 stars
from 19,591 · score 2.94
85.microsoft / QuantumKatasArchived
Tutorials and programming exercises for learning Q# and quantum computing
- quantum-computing
- qsharp
- coding-kata
- hacktoberfest
- quantum-programming
- tutorials
- +1 more
+17 stars
from 4,905 · score 2.89
86.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+14 stars
from 14,923 · score 2.71
87.dennybritz / nn-from-scratch
Implementing a Neural Network from Scratch
+13 stars
from 2,320 · score 2.64
88.chenyuntc / pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
- pytorch
- pytorch-tutorials
- pytorch-tutorials-cn
- deep-learning
- neural-style
- charrnn
- +10 more
+12 stars
from 12,834 · score 2.56
89.naganandy / graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
- graph-neural-networks
- graph-convolutional-networks
- graph
- deep-learning
- neural-networks
- graph-representation-learning
- +1 more
+12 stars
from 5,098 · score 2.56
90.yidao620c / python3-cookbook
《Python Cookbook》 3rd Edition Translation
- python
- python3
- python3-cookbook
- readthedocs
+11 stars
from 12,012 · score 2.48
91.MrMimic / data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
+11 stars
from 7,391 · score 2.48
92.microsoft / QuantumArchived
Microsoft Quantum Development Kit Samples
- quantum-development-kit
- quantum
- qdk
- quantum-computing
- qsharp
- python
+11 stars
from 4,047 · score 2.48
93.lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
- deep-learning
- mit
- self-driving-cars
- deep-reinforcement-learning
- deep-rl
- artificial-intelligence
- +8 more
+8 stars
from 10,450 · score 2.20
94.nlintz / TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
+8 stars
from 6,028 · score 2.20
95.naklecha / llama3-from-scratch
llama3 implementation one matrix multiplication at a time
+7 stars
from 15,196 · score 2.08
96.ctgk / PRML
PRML algorithms implemented in Python
+6 stars
from 11,727 · score 1.95
97.Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
- tensorflow
- deep-learning
- machine-learning
- reinforcement-learning
- python-notebook
- tutorial
- +2 more
+6 stars
from 9,264 · score 1.95
98.Qiskit / qiskit-tutorialsArchived
A collection of Jupyter notebooks showing how to use the Qiskit SDK
- quantum-computing
- tutorial
- quantum-programming-language
- qiskit
+6 stars
from 2,538 · score 1.95
99.jrjohansson / scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
+5 stars
from 3,656 · score 1.79
100.guillaume-chevalier / LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
- neural-network
- rnn
- +3 more
+5 stars
from 3,485 · score 1.79