1.lyogavin / airllm
AirLLM 2.8T LLM inference with single 4GB GPU
- chinese-nlp
- finetune
- generative-ai
- instruct-gpt
- instruction-set
- llama
- +7 more
+6,443 stars
from 35,239 · score 8.77
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 274 by Attention Score · Oct 5, 2026 – Nov 3, 2026 (UTC)
2.Lordog / dive-into-llms
TranslatedDive into LLMs: a series of hands-on programming tutorials
+3,469 stars
from 55,554 · score 8.15
3.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
4.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
5.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+2,276 stars
from 120,651 · score 7.73
6.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
7.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+1,652 stars
from 17,405 · score 7.41
8.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+1,204 stars
from 69,336 · score 7.09
9.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+1,062 stars
from 186,607 · score 6.97
10.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
11.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+899 stars
from 17,757 · score 6.80
12.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
+878 stars
from 112 · score 6.78
13.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
14.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
15.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+696 stars
from 38,325 · score 6.55
16.openai / openai-cookbook
Examples and guides for using the OpenAI API
+671 stars
from 76,270 · score 6.51
17.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
19.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
20.datawhalechina / happy-llm
Translated📚 Building large models from scratch
+637 stars
from 34,112 · score 6.46
21.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
22.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
23.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
24.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
25.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+442 stars
from 16,532 · score 6.09
26.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
27.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
28.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
29.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
30.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+323 stars
from 50,032 · score 5.78
31.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
32.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+295 stars
from 49,625 · score 5.69
33.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+295 stars
from 14,642 · score 5.69
34.google-research / google-research
Google Research
+262 stars
from 38,839 · score 5.57
35.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
+249 stars
from 18,525 · score 5.52
36.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+242 stars
from 19,113 · score 5.49
37.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+240 stars
from 14,671 · score 5.48
38.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
39.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+211 stars
from 21,312 · score 5.36
40.datawhalechina / llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
+207 stars
from 14,051 · score 5.34
41.GrEarl / microgpt-lesson
高校生向けLLM教材: Karpathy microgptベース，Google Colab用
+200 stars
from 48 · score 5.30
42.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+197 stars
from 11,473 · score 5.29
43.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
44.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.
+193 stars
from 54,905 · score 5.27
45.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
46.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+183 stars
from 13,130 · score 5.21
47.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+177 stars
from 34,388 · score 5.18
48.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.
+177 stars
from 23,639 · score 5.18
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.
+167 stars
from 19,930 · score 5.12
50.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+166 stars
from 21,435 · score 5.12
51.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
+160 stars
from 10,597 · score 5.08
52.microsoft / OmniParser
A simple screen parsing tool towards pure vision based GUI agent
+155 stars
from 25,450 · score 5.05
53.QwenLM / Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
+155 stars
from 20,009 · score 5.05
54.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
55.datawhalechina / easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：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
56.CompVis / stable-diffusion
A latent text-to-image diffusion model
+141 stars
from 73,431 · score 4.96
57.anthropics / coursesArchived
Anthropic's educational courses
+141 stars
from 22,832 · score 4.96
58.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
59.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
60.langgptai / LangGPT
LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | 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
- prompt-engineering
- chatgpt
- deeplearning
- framework
- gpt-4
- gpt3-prompts
- +8 more
+124 stars
from 12,547 · score 4.83
61.google-gemini / cookbook
Examples and guides for using the Gemini API
+121 stars
from 17,779 · score 4.80
62.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+116 stars
from 16,070 · score 4.76
63.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+110 stars
from 13,386 · score 4.71
64.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
65.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
66.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
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
+86 stars
from 15,140 · score 4.47
68.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
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.
+81 stars
from 19,390 · score 4.41
70.Mikoto10032 / DeepLearning
TranslatedDeep Learning Tutorial, excellent articles
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+81 stars
from 17,792 · score 4.41
71.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
72.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
+76 stars
from 10,281 · score 4.34
73.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
+72 stars
from 7,962 · score 4.29
74.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+71 stars
from 23,161 · score 4.28
75.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
+69 stars
from 25,777 · score 4.25
76.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+66 stars
from 29,767 · score 4.20
77.IDEA-Research / Grounded-Segment-Anything
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
- open-vocabulary-detection
- open-vocabulary-segmentation
- data-generation
- automatic-labeling-system
- caption
- speech
- +2 more
+66 stars
from 17,724 · score 4.20
78.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+66 stars
from 15,203 · score 4.20
79.fastai / fastai
The fastai deep learning library
- deep-learning
- machine-learning
- pytorch
- python
- gpu
- fastai
- +2 more
+65 stars
from 28,192 · score 4.19
+60 stars
from 39,231 · score 4.11
+60 stars
from 13,398 · score 4.11
+59 stars
from 12,500 · score 4.09
83.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
84.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
86.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+51 stars
from 10,707 · score 3.95
87.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
88.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
89.guidance-ai / guidance
A guidance language for controlling large language models.
+45 stars
from 21,772 · score 3.83
90.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
91.quantopian / alphalens
Performance analysis of predictive (alpha) stock factors
+44 stars
from 4,455 · score 3.81
92.google-research / vision_transformer
The repository host gives no description.
+42 stars
from 12,722 · score 3.76
+41 stars
from 17,453 · score 3.74
94.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
95.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
96.artidoro / qlora
QLoRA: Efficient Finetuning of Quantized LLMs
+38 stars
from 11,026 · score 3.66
97.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
98.Biohub / esm
The repository host gives no description.
+37 stars
from 2,976 · score 3.64
99.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+36 stars
from 17,596 · score 3.61
100.google / flax
Flax is a neural network library for JAX that is designed for flexibility.
+36 stars
from 7,329 · score 3.61