1.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+2,658 stars
from 38,460 · score 7.89
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
1–100 of 193 by Attention Score · Oct 29, 2026 – Nov 4, 2026 (UTC)
2.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
+866 stars
from 78,065 · score 6.77
3.Lordog / dive-into-llms
TranslatedDive into LLMs: a series of hands-on programming tutorials
+757 stars
from 58,421 · score 6.63
4.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+634 stars
from 122,352 · score 6.45
5.FinanceFlash / unvibecode
Complex code hides connections, workflows, and business risks.Unvibe complex code. Trace business workflows.
- business-logic
- code-analysis
- code-understanding
- codebase-analysis
- codebase-understanding
- developer-tools
- +3 more
+621 stars
from 508 · score 6.43
6.lyogavin / airllm
AirLLM 2.8T LLM inference with single 4GB GPU
- chinese-nlp
- finetune
- generative-ai
- instruct-gpt
- instruction-set
- llama
- +7 more
+613 stars
from 41,119 · score 6.42
7.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+594 stars
from 18,487 · score 6.39
8.Tencent / WeVisOne-VL
WeVisOne-VL is a powerful VLM by the WeChat Vision Team at Tencent, unifying object-level and pixel-level perception from points and boxes to masks and alpha mattes.
+545 stars
from 378 · score 6.30
9.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+473 stars
from 18,208 · score 6.16
10.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
+368 stars
from 107,455 · score 5.91
11.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+335 stars
from 53,887 · score 5.82
12.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+319 stars
from 44,656 · score 5.77
+259 stars
from 25,043 · score 5.56
14.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+241 stars
from 70,329 · score 5.49
15.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+177 stars
from 30,050 · score 5.18
16.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
+169 stars
from 91,831 · score 5.14
17.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+159 stars
from 38,899 · score 5.08
18.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
+156 stars
from 46,503 · score 5.06
19.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+150 stars
from 187,537 · score 5.02
20.datawhalechina / happy-llm
Translated📚 Building large models from scratch
+146 stars
from 34,613 · score 4.99
21.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+142 stars
from 16,849 · score 4.96
22.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+138 stars
from 37,808 · score 4.93
23.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
+128 stars
from 29,937 · score 4.86
24.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+126 stars
from 14,819 · score 4.84
25.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+120 stars
from 50,248 · score 4.80
26.openai / openai-cookbook
Examples and guides for using the OpenAI API
+103 stars
from 76,854 · score 4.64
27.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+102 stars
from 24,720 · score 4.63
28.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+92 stars
from 49,837 · score 4.53
29.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
+91 stars
from 21,621 · score 4.52
30.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
+82 stars
from 29,949 · score 4.42
31.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
+80 stars
from 32,622 · score 4.39
32.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
+69 stars
from 17,533 · score 4.25
33.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+66 stars
from 18,153 · score 4.20
34.google-research / google-research
Google Research
+65 stars
from 39,047 · score 4.19
35.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+63 stars
from 19,297 · score 4.16
36.AccumulateMore / CV
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
+61 stars
from 24,152 · score 4.13
37.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
+53 stars
from 18,061 · score 3.99
38.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+50 stars
from 14,286 · score 3.93
39.facebookresearch / audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
+46 stars
from 23,774 · score 3.85
40.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+40 stars
from 21,483 · score 3.71
41.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/
+39 stars
from 14,219 · score 3.69
42.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+38 stars
from 14,875 · score 3.66
43.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+37 stars
from 11,643 · score 3.64
44.anthropics / coursesArchived
Anthropic's educational courses
+36 stars
from 22,941 · score 3.61
45.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
+36 stars
from 15,488 · score 3.61
46.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+35 stars
from 21,787 · score 3.58
47.pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
- pytorch
- speech-processing
- speaker-diarization
- speech-activity-detection
- speaker-change-detection
- speaker-embedding
- +5 more
+35 stars
from 10,721 · score 3.58
48.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.
+33 stars
from 14,400 · score 3.53
49.facebookresearch / sam2
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
+29 stars
from 20,073 · score 3.40
50.google-gemini / cookbook
Examples and guides for using the Gemini API
+28 stars
from 17,875 · score 3.37
51.langgptai / LangGPT
TranslatedLangGPT: Empowering everyone to become a prompt expert! 🚀 📌 Proposer of Structured Prompt 📌 Initiator of Meta-Prompt 📌 The most popular paradigm for putting prompts into practice | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树 (Yunzhong Jiangshu, "river and trees amid the clouds")
- prompt-engineering
- chatgpt
- deeplearning
- framework
- gpt-4
- gpt3-prompts
- +8 more
+28 stars
from 12,648 · score 3.37
52.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+27 stars
from 34,540 · score 3.33
53.datawhalechina / llm-cookbook
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
+27 stars
from 24,843 · score 3.33
54.microsoft / OmniParser
A simple screen parsing tool towards pure vision based GUI agent
+26 stars
from 25,580 · score 3.30
55.QwenLM / Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
+26 stars
from 20,136 · score 3.30
56.UFund-Me / Qbot
Translated[🔥updating ...] AI automated quantitative trading robot (fully local deployment) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant
- funds
- machine-learning
- pytrade
- quantitative-finance
- quantitative-trading
- quantization
- +11 more
+26 stars
from 18,747 · score 3.30
57.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
+25 stars
from 14,844 · score 3.26
58.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+24 stars
from 21,577 · score 3.22
59.CompVis / stable-diffusion
A latent text-to-image diffusion model
+23 stars
from 73,550 · score 3.18
60.facebookresearch / segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
+23 stars
from 55,073 · score 3.18
61.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
+22 stars
from 17,819 · score 3.14
62.evidentlyai / evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
- data-drift
- jupyter-notebook
- pandas-dataframe
- machine-learning
- model-monitoring
- html-report
- +8 more
+22 stars
from 8,019 · score 3.14
63.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+20 stars
from 25,428 · score 3.04
64.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
+20 stars
from 16,837 · score 3.04
65.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+19 stars
from 16,172 · score 3.00
66.GrEarl / microgpt-lesson
TranslatedLLM teaching material for high school students: based on Karpathy's microgpt, for Google Colab
+19 stars
from 234 · score 3.00
67.alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
- speech-recognition
- asr
- voice-recognition
- speech-to-text
- android
- ios
- +14 more
+18 stars
from 15,210 · score 2.94
68.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+18 stars
from 13,297 · score 2.94
69.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.
+16 stars
from 19,457 · score 2.83
70.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+15 stars
from 25,059 · score 2.77
+15 stars
from 11,089 · score 2.77
72.quantopian / alphalens
Performance analysis of predictive (alpha) stock factors
+15 stars
from 4,484 · score 2.77
73.fastai / fastai
The fastai deep learning library
- deep-learning
- machine-learning
- pytorch
- python
- gpu
- fastai
- +2 more
+14 stars
from 28,244 · score 2.71
74.shap / shap
A game theoretic approach to explain the output of any machine learning model.
- interpretability
- machine-learning
- deep-learning
- gradient-boosting
- shap
- shapley
- +1 more
+14 stars
from 25,835 · score 2.71
75.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.
+14 stars
from 22,163 · score 2.71
76.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+14 stars
from 15,254 · score 2.71
77.MIT-LCP / mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
- mimic-iii
- critical-care
- icu
- physionet
+14 stars
from 3,420 · score 2.71
78.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+12 stars
from 23,220 · score 2.56
79.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+12 stars
from 18,126 · score 2.56
80.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+12 stars
from 13,488 · score 2.56
81.musicinformationretrieval / musicinformationretrieval.com
Instructional notebooks on music information retrieval.
- ipython-notebook
- music-information-retrieval
- python
- machine-learning
- music
- jupyter-notebook
+12 stars
from 1,294 · score 2.56
82.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+11 stars
from 29,825 · score 2.48
83.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
+11 stars
from 19,517 · score 2.48
+10 stars
from 39,285 · score 2.40
85.norvig / pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
- demonstrate-skills
+10 stars
from 24,415 · score 2.40
86.Mikoto10032 / DeepLearning
TranslatedDeep Learning Tutorial, excellent articles
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+10 stars
from 17,866 · score 2.40
+10 stars
from 17,486 · score 2.40
88.kubernetes / community
Kubernetes Community Documentation
+10 stars
from 13,047 · score 2.40
+10 stars
from 12,551 · score 2.40
90.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+10 stars
from 10,749 · score 2.40
91.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+9 stars
from 18,353 · score 2.30
92.instadeepai / nucleotide-transformer
Foundation Models for Genomics & Transcriptomics
- genomics
- deep-learning
- transformer
- dna
- foundation-models
- transcriptomics
- +1 more
+9 stars
from 928 · score 2.30
93.advimman / lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
- inpainting
- inpainting-methods
- inpainting-algorithm
- computer-vision
- cnn
- deep-learning
- +12 more
+8 stars
from 10,350 · score 2.20
94.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
+8 stars
from 6,597 · score 2.20
95.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+8 stars
from 3,049 · score 2.20
96.Biohub / esm
The repository host gives no description.
+8 stars
from 3,007 · score 2.20
97.guidance-ai / guidance
A guidance language for controlling large language models.
+7 stars
from 21,812 · score 2.08
98.facebookresearch / seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
+7 stars
from 11,896 · score 2.08
99.google / flax
Flax is a neural network library for JAX that is designed for flexibility.
+7 stars
from 7,359 · score 2.08
100.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
+6 stars
from 24,843 · score 1.95