1.lyogavin / airllm
AirLLM 2.8T LLM inference with single 4GB GPU
- chinese-nlp
- finetune
- generative-ai
- instruct-gpt
- instruction-set
- llama
- +7 more
+6,345 stars
from 35,162 · score 8.76
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 275 by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
+3,268 stars
from 55,503 · score 8.09
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
+2,396 stars
from 76,222 · score 7.78
4.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+2,162 stars
from 120,602 · score 7.68
5.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+2,058 stars
from 38,159 · score 7.63
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
+1,835 stars
from 105,815 · score 7.52
7.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+1,577 stars
from 17,403 · score 7.36
8.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+1,146 stars
from 69,298 · score 7.04
+1,044 stars
from 186,572 · score 6.95
10.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
+1,039 stars
from 126 · score 6.95
11.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+1,008 stars
from 53,063 · score 6.92
12.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
+829 stars
from 91,103 · score 6.72
13.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+804 stars
from 17,743 · score 6.69
14.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+670 stars
from 38,312 · score 6.51
15.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
+664 stars
from 45,918 · score 6.50
16.openai / openai-cookbook
Examples and guides for using the OpenAI API
+656 stars
from 76,251 · score 6.49
17.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+629 stars
from 44,293 · score 6.45
18.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
+615 stars
from 29,371 · score 6.42
+594 stars
from 24,597 · score 6.39
+582 stars
from 34,107 · score 6.37
21.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+551 stars
from 29,621 · score 6.31
22.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+498 stars
from 17,689 · score 6.21
23.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
+492 stars
from 21,178 · score 6.20
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
+447 stars
from 37,435 · score 6.10
25.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+432 stars
from 16,517 · score 6.07
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
+416 stars
from 29,570 · score 6.03
27.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+357 stars
from 24,427 · score 5.88
28.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】
+342 stars
from 23,839 · score 5.84
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
+340 stars
from 32,328 · score 5.83
30.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+307 stars
from 21,499 · score 5.73
31.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+288 stars
from 50,022 · score 5.67
32.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+277 stars
from 14,634 · score 5.63
33.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+272 stars
from 49,620 · score 5.61
34.google-research / google-research
Google Research
+257 stars
from 38,831 · score 5.55
35.GrEarl / microgpt-lesson
高校生向けLLM教材: Karpathy microgptベース，Google Colab用
+253 stars
from 4 · score 5.54
36.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
+245 stars
from 18,521 · score 5.51
37.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+244 stars
from 14,658 · score 5.50
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
+225 stars
from 17,355 · score 5.42
39.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+219 stars
from 19,110 · score 5.39
40.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+204 stars
from 21,304 · score 5.32
41.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/
+200 stars
from 14,046 · score 5.30
42.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+192 stars
from 11,470 · score 5.26
43.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.
+187 stars
from 14,233 · score 5.24
+186 stars
from 17,911 · score 5.23
45.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.
+182 stars
from 54,901 · score 5.21
46.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+178 stars
from 13,127 · score 5.19
47.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+169 stars
from 34,384 · score 5.14
48.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+161 stars
from 21,429 · score 5.09
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.
+159 stars
from 19,926 · score 5.08
50.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 15,361 · score 5.04
51.microsoft / OmniParser
A simple screen parsing tool towards pure vision based GUI agent
+153 stars
from 25,447 · score 5.04
52.QwenLM / Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
+153 stars
from 20,003 · score 5.04
53.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
+151 stars
from 10,594 · score 5.02
54.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+144 stars
from 14,178 · score 4.98
55.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.
+142 stars
from 23,640 · score 4.96
56.CompVis / stable-diffusion
A latent text-to-image diffusion model
+138 stars
from 73,425 · score 4.93
57.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
+135 stars
from 14,721 · score 4.91
58.anthropics / coursesArchived
Anthropic's educational courses
+132 stars
from 22,826 · score 4.89
+122 stars
from 24,735 · score 4.81
60.google-gemini / cookbook
Examples and guides for using the Gemini API
+119 stars
from 17,774 · score 4.79
61.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+119 stars
from 16,063 · score 4.79
62.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
+119 stars
from 12,546 · score 4.79
63.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+108 stars
from 13,384 · score 4.69
64.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+101 stars
from 25,343 · score 4.62
65.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+98 stars
from 24,969 · score 4.60
66.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
+92 stars
from 17,744 · score 4.53
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
+85 stars
from 15,139 · score 4.45
68.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
+80 stars
from 16,769 · score 4.39
69.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
+79 stars
from 17,791 · score 4.38
70.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+75 stars
from 18,056 · score 4.33
71.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.
+74 stars
from 19,389 · score 4.32
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
+73 stars
from 10,280 · score 4.30
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
+70 stars
from 7,959 · score 4.26
74.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
+69 stars
from 17,723 · score 4.25
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
+66 stars
from 25,776 · score 4.20
76.fastai / fastai
The fastai deep learning library
- deep-learning
- machine-learning
- pytorch
- python
- gpu
- fastai
- +2 more
+63 stars
from 28,193 · score 4.16
77.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+63 stars
from 15,201 · score 4.16
+63 stars
from 13,395 · score 4.16
79.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+62 stars
from 29,767 · score 4.14
80.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+62 stars
from 23,161 · score 4.14
+61 stars
from 12,495 · score 4.13
+59 stars
from 39,228 · score 4.09
83.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+58 stars
from 20,301 · score 4.08
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
+55 stars
from 24,790 · score 4.03
85.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+55 stars
from 17,114 · score 4.03
86.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+52 stars
from 9,434 · score 3.97
87.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+49 stars
from 10,705 · score 3.91
+47 stars
from 11,048 · score 3.87
89.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 16,331 · score 3.81
90.google-research / vision_transformer
No description provided by the repository host.
+42 stars
from 12,722 · score 3.76
91.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
+42 stars
from 12,262 · score 3.76
92.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.
+41 stars
from 22,129 · score 3.74
93.guidance-ai / guidance
A guidance language for controlling large language models.
+41 stars
from 21,772 · score 3.74
94.artidoro / qlora
QLoRA: Efficient Finetuning of Quantized LLMs
+40 stars
from 11,024 · score 3.71
95.quantopian / alphalens
Performance analysis of predictive (alpha) stock factors
+40 stars
from 4,455 · score 3.71
96.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+39 stars
from 17,594 · score 3.69
+39 stars
from 17,451 · score 3.69
98.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+37 stars
from 18,323 · score 3.64
99.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
+36 stars
from 18,541 · score 3.61
100.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+36 stars
from 11,743 · score 3.61