1.lyogavin / airllm
AirLLM 2.8T LLM inference with single 4GB GPU
- chinese-nlp
- finetune
- generative-ai
- instruct-gpt
- instruction-set
- llama
- +7 more
+24,655 stars
from 16,852 · score 10.11
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 301 by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+23,741 stars
from 46,703 · score 10.08
+23,361 stars
from 35,410 · score 10.06
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
+18,775 stars
from 59,843 · score 9.84
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
+16,606 stars
from 91,044 · score 9.72
6.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+13,650 stars
from 109,114 · score 9.52
7.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+12,243 stars
from 41,828 · score 9.41
+7,189 stars
from 180,427 · score 8.88
9.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
+7,083 stars
from 84,849 · score 8.87
10.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
+6,292 stars
from 40,290 · score 8.75
11.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+5,928 stars
from 34,289 · score 8.69
+5,103 stars
from 29,586 · score 8.54
13.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
+4,569 stars
from 17,101 · score 8.43
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
+4,258 stars
from 25,728 · score 8.36
15.openai / openai-cookbook
Examples and guides for using the OpenAI API
+4,220 stars
from 72,687 · score 8.35
16.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+4,063 stars
from 40,859 · score 8.31
17.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+4,029 stars
from 34,953 · score 8.30
18.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
+3,996 stars
from 25,990 · score 8.29
19.AccumulateMore / CV
✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
+3,793 stars
from 20,388 · score 8.24
+3,661 stars
from 21,530 · score 8.21
21.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+3,264 stars
from 26,908 · score 8.09
22.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+3,197 stars
from 15,783 · score 8.07
23.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+3,193 stars
from 21,591 · score 8.07
24.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+2,971 stars
from 18,835 · score 8.00
25.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+2,959 stars
from 34,923 · score 7.99
26.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+2,915 stars
from 15,632 · score 7.98
27.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+2,746 stars
from 15,441 · score 7.92
28.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+2,738 stars
from 47,154 · score 7.92
29.datawhalechina / self-llm
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程
+2,727 stars
from 29,941 · score 7.91
30.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+2,692 stars
from 47,618 · score 7.90
31.anthropics / coursesArchived
Anthropic's educational courses
+2,124 stars
from 20,834 · score 7.66
32.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+2,011 stars
from 14,938 · score 7.61
33.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,972 stars
from 12,930 · score 7.59
34.UFund-Me / Qbot
[🔥updating ...] AI 自动量化交易机器人(完全本地部署) 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
+1,750 stars
from 17,016 · score 7.47
35.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
+1,748 stars
from 15,832 · score 7.47
36.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+1,722 stars
from 17,607 · score 7.45
37.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+1,688 stars
from 19,820 · score 7.43
38.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+1,545 stars
from 13,366 · score 7.34
+1,532 stars
from 16,565 · score 7.33
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/
+1,493 stars
from 12,753 · score 7.31
41.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.
+1,462 stars
from 12,958 · score 7.29
42.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+1,458 stars
from 10,204 · score 7.29
43.google-research / google-research
Google Research
+1,395 stars
from 37,693 · score 7.24
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.
+1,372 stars
from 53,711 · score 7.22
45.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+1,322 stars
from 33,231 · score 7.19
46.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+1,313 stars
from 13,009 · score 7.18
47.QwenLM / Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
+1,243 stars
from 18,913 · score 7.13
48.GoogleCloudPlatform / generative-ai
Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform
- generative-ai
- llm
- vertex-ai
- langchain
- gemini
- gemini-api
- +9 more
+1,201 stars
from 16,635 · score 7.09
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.
+1,148 stars
from 18,937 · score 7.05
50.CompVis / stable-diffusion
A latent text-to-image diffusion model
+1,122 stars
from 72,441 · score 7.02
+1,119 stars
from 23,738 · score 7.02
52.microsoft / OmniParser
A simple screen parsing tool towards pure vision based GUI agent
+1,080 stars
from 24,520 · score 6.99
53.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
+1,053 stars
from 14,462 · score 6.96
54.google-gemini / cookbook
Examples and guides for using the Gemini API
+919 stars
from 16,974 · score 6.82
55.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
+919 stars
from 9,826 · score 6.82
56.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
+841 stars
from 14,015 · score 6.74
57.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+830 stars
from 15,352 · score 6.72
58.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+828 stars
from 20,762 · score 6.72
59.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
+785 stars
from 11,880 · score 6.67
60.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+770 stars
from 14,236 · score 6.65
61.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+764 stars
from 12,728 · score 6.64
62.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+730 stars
from 12,575 · score 6.59
63.Biohub / esm
No description provided by the repository host.
+705 stars
from 2,303 · score 6.56
64.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+683 stars
from 24,384 · score 6.53
65.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.
+671 stars
from 23,111 · score 6.51
66.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
+661 stars
from 14,563 · score 6.50
67.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+655 stars
from 24,789 · score 6.49
68.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
+610 stars
from 7,419 · score 6.42
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.
+589 stars
from 18,874 · score 6.38
70.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
+576 stars
from 25,266 · score 6.36
71.Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+552 stars
from 17,318 · score 6.32
72.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
+552 stars
from 11,752 · score 6.32
73.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+545 stars
from 29,284 · score 6.30
+496 stars
from 12,060 · score 6.21
+492 stars
from 38,795 · score 6.20
76.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
+480 stars
from 9,873 · score 6.18
77.guidance-ai / guidance
A guidance language for controlling large language models.
+471 stars
from 21,342 · score 6.16
78.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
+464 stars
from 24,381 · score 6.14
79.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+460 stars
from 22,763 · score 6.13
80.datawhalechina / leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
- reinforcement-learning
- transformer
- +10 more
+459 stars
from 16,390 · score 6.13
81.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+433 stars
from 14,831 · score 6.07
82.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+420 stars
from 17,940 · score 6.04
83.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+416 stars
from 16,753 · score 6.03
+406 stars
from 13,052 · score 6.01
85.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+400 stars
from 19,959 · score 5.99
86.fastai / fastai
The fastai deep learning library
- deep-learning
- machine-learning
- pytorch
- python
- gpu
- fastai
- +2 more
+393 stars
from 27,863 · score 5.98
87.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
+393 stars
from 18,184 · score 5.98
88.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+377 stars
from 17,754 · score 5.93
89.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
+359 stars
from 17,433 · score 5.89
90.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.
+350 stars
from 11,045 · score 5.86
91.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+334 stars
from 9,152 · score 5.81
92.google-research / vision_transformer
No description provided by the repository host.
+331 stars
from 12,433 · score 5.81
93.Vaibhavs10 / insanely-fast-whisper
No description provided by the repository host.
+308 stars
from 12,752 · score 5.73
94.NLP-LOVE / ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
+291 stars
from 17,552 · score 5.68
95.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+287 stars
from 29,663 · score 5.66
96.quantopian / alphalens
Performance analysis of predictive (alpha) stock factors
+273 stars
from 4,222 · score 5.61
97.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+270 stars
from 10,484 · score 5.60
+264 stars
from 10,831 · score 5.58
99.huseinzol05 / Stock-Prediction-ModelsArchived
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
- lstm
- lstm-sequence
- evolution-strategies
- stock-prediction-models
- seq2seq
- trading-bot
- +9 more
+256 stars
from 9,256 · score 5.55
100.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.
+254 stars
from 21,916 · score 5.54