1.lyogavin / airllm
AirLLM 2.8T LLM inference with single 4GB GPU
- chinese-nlp
- finetune
- generative-ai
- instruct-gpt
- instruction-set
- llama
- +7 more
+13,308 stars
from 28,199 · score 9.50
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 317 by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
+11,333 stars
from 47,438 · score 9.34
3.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+9,024 stars
from 61,420 · score 9.11
4.microsoft / ai-agents-for-beginners
18 Lessons to Get Started Building AI Agents
- agentic-ai
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- ai-agents
- ai-agents-framework
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- +5 more
+7,812 stars
from 70,806 · score 8.96
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
+7,617 stars
from 100,033 · score 8.94
6.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+6,926 stars
from 115,838 · score 8.84
+3,610 stars
from 184,006 · score 8.19
8.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+3,542 stars
from 36,675 · score 8.17
9.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+3,360 stars
from 50,711 · score 8.12
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
+3,314 stars
from 88,618 · score 8.11
11.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+2,775 stars
from 16,205 · score 7.93
12.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
+2,469 stars
from 44,113 · score 7.81
+2,240 stars
from 32,449 · score 7.71
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
+2,158 stars
from 27,828 · score 7.68
15.openai / openai-cookbook
Examples and guides for using the OpenAI API
+2,086 stars
from 74,821 · score 7.64
16.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+2,075 stars
from 42,847 · score 7.64
17.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+1,670 stars
from 37,312 · score 7.42
18.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+1,631 stars
from 16,916 · score 7.40
19.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+1,554 stars
from 36,328 · score 7.35
20.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
+1,501 stars
from 20,169 · score 7.31
+1,436 stars
from 23,755 · score 7.27
22.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+1,385 stars
from 16,802 · score 7.23
23.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+1,353 stars
from 28,819 · score 7.21
24.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
+1,307 stars
from 28,679 · score 7.18
25.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
+1,283 stars
from 31,385 · score 7.16
26.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+1,269 stars
from 23,515 · score 7.15
27.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】
+1,174 stars
from 23,007 · score 7.07
28.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
+1,159 stars
from 6 · score 7.06
29.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,123 stars
from 13,779 · score 7.02
30.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+1,111 stars
from 15,838 · score 7.01
31.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+1,086 stars
from 48,806 · score 6.99
32.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+936 stars
from 49,374 · score 6.84
33.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+804 stars
from 18,525 · score 6.69
34.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
+761 stars
from 16,819 · score 6.64
35.google-research / google-research
Google Research
+706 stars
from 38,382 · score 6.56
+695 stars
from 17,402 · score 6.55
37.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+669 stars
from 21,137 · score 6.51
38.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+630 stars
from 14,281 · score 6.45
39.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.
+627 stars
from 13,793 · score 6.44
40.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
+621 stars
from 18,145 · score 6.43
41.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.
+619 stars
from 54,464 · score 6.43
42.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/
+614 stars
from 13,632 · score 6.42
43.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+612 stars
from 11,050 · score 6.42
44.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+577 stars
from 13,745 · score 6.36
45.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+564 stars
from 20,944 · score 6.34
46.anthropics / coursesArchived
Anthropic's educational courses
+554 stars
from 22,404 · score 6.32
47.QwenLM / Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
+539 stars
from 19,617 · score 6.29
48.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+528 stars
from 34,025 · score 6.27
49.CompVis / stable-diffusion
A latent text-to-image diffusion model
+521 stars
from 73,042 · score 6.26
50.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.
+504 stars
from 19,581 · score 6.22
51.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
+493 stars
from 15,022 · score 6.20
52.microsoft / OmniParser
A simple screen parsing tool towards pure vision based GUI agent
+485 stars
from 25,115 · score 6.19
+468 stars
from 24,389 · score 6.15
54.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+462 stars
from 21,128 · score 6.14
55.google-gemini / cookbook
Examples and guides for using the Gemini API
+407 stars
from 17,486 · score 6.01
56.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
+403 stars
from 10,342 · score 6.00
57.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+390 stars
from 15,792 · score 5.97
58.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
+380 stars
from 14,476 · score 5.94
59.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
+371 stars
from 17,465 · score 5.92
60.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+363 stars
from 12,942 · score 5.90
61.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+345 stars
from 24,722 · score 5.85
62.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+335 stars
from 13,157 · score 5.82
63.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+331 stars
from 25,113 · score 5.81
64.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
+331 stars
from 12,334 · score 5.81
65.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.
+327 stars
from 19,136 · score 5.79
66.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.
+322 stars
from 23,460 · score 5.78
67.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
+282 stars
from 12,022 · score 5.65
68.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
+270 stars
from 17,600 · score 5.60
69.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
+269 stars
from 7,760 · score 5.60
70.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
+260 stars
from 14,964 · score 5.56
71.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+253 stars
from 16,916 · score 5.54
72.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+240 stars
from 29,589 · score 5.48
73.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
+228 stars
from 25,614 · score 5.43
74.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+226 stars
from 22,997 · score 5.42
75.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+217 stars
from 9,269 · score 5.38
76.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+214 stars
from 17,917 · score 5.37
77.fastai / fastai
The fastai deep learning library
- deep-learning
- machine-learning
- pytorch
- python
- gpu
- fastai
- +2 more
+213 stars
from 28,043 · score 5.37
+212 stars
from 39,075 · score 5.36
+212 stars
from 12,344 · score 5.36
80.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
+211 stars
from 10,142 · score 5.36
+209 stars
from 13,249 · score 5.35
82.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
+198 stars
from 16,651 · score 5.29
83.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+194 stars
from 20,165 · score 5.27
84.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
+173 stars
from 24,672 · score 5.16
85.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+173 stars
from 15,091 · score 5.16
86.guidance-ai / guidance
A guidance language for controlling large language models.
+161 stars
from 21,652 · score 5.09
87.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
+157 stars
from 17,635 · score 5.06
88.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+150 stars
from 18,210 · score 5.02
89.google-research / vision_transformer
No description provided by the repository host.
+146 stars
from 12,618 · score 4.99
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.
+141 stars
from 11,254 · score 4.96
91.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+140 stars
from 10,614 · score 4.95
92.leandromoreira / digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
+136 stars
from 16,239 · score 4.92
+135 stars
from 10,960 · score 4.91
94.Biohub / esm
No description provided by the repository host.
+134 stars
from 2,874 · score 4.91
95.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+129 stars
from 14,877 · score 4.87
96.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+122 stars
from 29,828 · score 4.81
97.zergtant / pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
- pytorch
- pytorch-tutorials
- pytorch-handbook
- deep-learning
- neural-network
- machine-learning
+122 stars
from 21,618 · score 4.81
98.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.
+111 stars
from 22,059 · score 4.72
99.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。
+111 stars
from 17,732 · score 4.72
100.ShusenTang / Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
- computer-vision
- natural-language-processing
- +1 more
+110 stars
from 19,411 · score 4.71