1.lyogavin / airllm
AirLLM 2.8T LLM inference with single 4GB GPU
- chinese-nlp
- finetune
- generative-ai
- instruct-gpt
- instruction-set
- llama
- +7 more
+12,801 stars
from 28,881 · score 9.46
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 317 by Attention Score · Aug 6, 2026 – Nov 3, 2026 (UTC)
2.Lordog / dive-into-llms
TranslatedDive into LLMs: a series of hands-on programming tutorials
+11,373 stars
from 47,650 · score 9.34
3.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+8,702 stars
from 61,838 · score 9.07
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
+7,923 stars
from 70,914 · score 8.98
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
+7,648 stars
from 100,122 · score 8.94
6.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+6,829 stars
from 116,098 · score 8.83
7.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+4,373 stars
from 36,690 · score 8.38
8.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+3,617 stars
from 184,052 · score 8.19
9.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+3,401 stars
from 50,765 · score 8.13
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
+3,316 stars
from 88,664 · score 8.11
11.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+2,846 stars
from 16,211 · score 7.95
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
+2,479 stars
from 44,154 · score 7.82
13.datawhalechina / happy-llm
Translated📚 Building large models from scratch
+2,263 stars
from 32,486 · score 7.72
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
+2,205 stars
from 27,842 · score 7.70
15.openai / openai-cookbook
Examples and guides for using the OpenAI API
+2,096 stars
from 74,845 · score 7.65
16.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+1,973 stars
from 42,987 · score 7.59
17.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+1,723 stars
from 16,933 · score 7.45
18.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+1,688 stars
from 37,333 · score 7.43
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
+1,582 stars
from 36,345 · score 7.37
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
+1,519 stars
from 20,183 · score 7.33
+1,502 stars
from 23,767 · score 7.32
22.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+1,401 stars
from 16,809 · score 7.25
23.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+1,377 stars
from 28,839 · score 7.23
24.datawhalechina / every-embodied
仅需Python基础，从0构建自己的具身智能机器人；从0逐步构建VLA/OpenVLA/SmolVLA/Pi0， 深入理解具身智能
- embodied-agent
- embodied-ai
- embodied-intelligence
- openvla
- smolvla
- vision-language-action-model
+1,375 stars
from 2,989 · score 7.23
25.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
+1,318 stars
from 28,702 · score 7.18
26.gepa-ai / gepa
Optimize prompts, code, and more with AI-powered Reflective Optimization
+1,310 stars
from 5,966 · score 7.18
27.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
+1,285 stars
from 31,410 · score 7.16
28.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+1,276 stars
from 23,538 · score 7.15
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]
+1,170 stars
from 23,033 · score 7.07
30.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+1,128 stars
from 15,846 · score 7.03
31.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,124 stars
from 13,787 · score 7.03
32.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+1,101 stars
from 48,819 · score 7.00
33.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
+997 stars
from 7 · score 6.91
34.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+968 stars
from 49,387 · score 6.88
35.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+823 stars
from 18,532 · score 6.71
36.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
+766 stars
from 16,831 · score 6.64
37.google-research / google-research
Google Research
+706 stars
from 38,395 · score 6.56
38.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
+694 stars
from 17,414 · score 6.54
39.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+672 stars
from 21,150 · score 6.51
40.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+652 stars
from 14,285 · score 6.48
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.
+631 stars
from 13,800 · score 6.45
42.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.
+624 stars
from 54,474 · score 6.44
43.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
+614 stars
from 18,160 · score 6.42
44.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+612 stars
from 11,058 · score 6.42
45.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/
+610 stars
from 13,648 · score 6.42
46.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+573 stars
from 20,950 · score 6.35
47.anthropics / coursesArchived
Anthropic's educational courses
+554 stars
from 22,419 · score 6.32
48.QwenLM / Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
+539 stars
from 19,625 · score 6.29
49.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+535 stars
from 34,030 · score 6.28
50.CompVis / stable-diffusion
A latent text-to-image diffusion model
+522 stars
from 73,050 · score 6.26
51.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.
+510 stars
from 19,587 · score 6.24
52.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+510 stars
from 13,825 · score 6.24
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
+494 stars
from 15,027 · score 6.20
54.microsoft / OmniParser
A simple screen parsing tool towards pure vision based GUI agent
+487 stars
from 25,118 · score 6.19
55.datawhalechina / llm-cookbook
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
+467 stars
from 24,400 · score 6.15
56.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+464 stars
from 21,137 · score 6.14
57.google-gemini / cookbook
Examples and guides for using the Gemini API
+410 stars
from 17,490 · score 6.02
58.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
+406 stars
from 10,351 · score 6.01
59.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+389 stars
from 15,797 · score 5.97
60.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
+384 stars
from 14,482 · score 5.95
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
+373 stars
from 17,470 · score 5.92
62.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+364 stars
from 12,949 · score 5.90
63.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.
+355 stars
from 23,461 · score 5.87
64.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+347 stars
from 24,726 · score 5.85
65.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+334 stars
from 13,162 · score 5.81
66.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
+334 stars
from 12,337 · score 5.81
67.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+331 stars
from 25,116 · score 5.81
68.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.
+329 stars
from 19,142 · score 5.80
69.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
+283 stars
from 12,022 · score 5.65
70.Mikoto10032 / DeepLearning
TranslatedDeep Learning Tutorial, excellent articles
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+273 stars
from 17,600 · score 5.61
71.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
+273 stars
from 7,761 · score 5.61
72.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
+257 stars
from 14,969 · score 5.55
73.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+250 stars
from 16,919 · score 5.53
74.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+242 stars
from 29,591 · score 5.49
75.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+234 stars
from 22,998 · score 5.46
76.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
+231 stars
from 25,615 · score 5.45
77.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+218 stars
from 9,270 · score 5.39
78.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+217 stars
from 17,918 · score 5.38
79.fastai / fastai
The fastai deep learning library
- deep-learning
- machine-learning
- pytorch
- python
- gpu
- fastai
- +2 more
+214 stars
from 28,043 · score 5.37
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
+212 stars
from 10,145 · score 5.36
+211 stars
from 39,080 · score 5.36
+210 stars
from 12,349 · score 5.35
+206 stars
from 13,252 · score 5.33
84.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
+201 stars
from 16,655 · score 5.31
85.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+193 stars
from 20,168 · score 5.27
86.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
+175 stars
from 24,675 · score 5.17
87.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+172 stars
from 15,097 · score 5.15
88.guidance-ai / guidance
A guidance language for controlling large language models.
+163 stars
from 21,654 · score 5.10
89.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+152 stars
from 18,213 · score 5.03
90.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
+151 stars
from 17,639 · score 5.02
91.google-research / vision_transformer
The repository host gives no description.
+144 stars
from 12,620 · score 4.98
+140 stars
from 10,962 · score 4.95
93.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.
+139 stars
from 11,256 · score 4.94
94.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+139 stars
from 10,619 · score 4.94
95.Biohub / esm
The repository host gives no description.
+136 stars
from 2,877 · score 4.92
96.leandromoreira / digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
+135 stars
from 16,242 · score 4.91
97.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+122 stars
from 14,883 · score 4.81
98.zergtant / pytorch-handbook
TranslatedThe pytorch handbook is an open-source book that aims to help friends who want to use PyTorch for deep learning development and research get started quickly. All of the PyTorch tutorials it contains have been tested to ensure they run successfully.
- pytorch
- pytorch-tutorials
- pytorch-handbook
- deep-learning
- neural-network
- machine-learning
+121 stars
from 21,620 · score 4.80
99.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+118 stars
from 29,830 · score 4.78
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.
+115 stars
from 22,062 · score 4.75