1.lyogavin / airllm
AirLLM 2.8T LLM inference with single 4GB GPU
- chinese-nlp
- finetune
- generative-ai
- instruct-gpt
- instruction-set
- llama
- +7 more
+24,731 stars
from 16,951 · score 10.12
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 303 by Attention Score · May 8, 2026 – Nov 3, 2026 (UTC)
2.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+23,815 stars
from 46,725 · score 10.08
3.Lordog / dive-into-llms
TranslatedDive into LLMs: a series of hands-on programming tutorials
+23,434 stars
from 35,589 · 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
+18,868 stars
from 59,969 · score 9.85
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
+16,640 stars
from 91,130 · score 9.72
6.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+13,707 stars
from 109,220 · score 9.53
7.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+12,241 stars
from 41,925 · score 9.41
8.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+7,180 stars
from 180,489 · 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
+7,112 stars
from 84,868 · score 8.87
10.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+6,731 stars
from 34,332 · score 8.81
11.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
+6,311 stars
from 40,322 · score 8.75
12.datawhalechina / happy-llm
Translated📚 Building large models from scratch
+5,112 stars
from 29,637 · 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
+4,594 stars
from 17,108 · 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
+4,287 stars
from 25,760 · score 8.36
15.openai / openai-cookbook
Examples and guides for using the OpenAI API
+4,223 stars
from 72,718 · 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
+4,077 stars
from 40,883 · score 8.31
17.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+4,027 stars
from 34,994 · 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
+4,012 stars
from 26,008 · score 8.30
19.AccumulateMore / CV
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
+3,768 stars
from 20,435 · score 8.23
+3,727 stars
from 21,542 · score 8.22
21.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+3,284 stars
from 26,932 · score 8.10
22.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+3,272 stars
from 15,785 · score 8.09
23.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+3,195 stars
from 21,619 · score 8.07
24.gepa-ai / gepa
Optimize prompts, code, and more with AI-powered Reflective Optimization
+3,052 stars
from 4,224 · score 8.02
25.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+3,013 stars
from 15,643 · score 8.01
26.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+2,995 stars
from 34,932 · score 8.01
27.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+2,969 stars
from 18,853 · score 8.00
28.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+2,763 stars
from 15,447 · score 7.92
29.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+2,754 stars
from 47,166 · score 7.92
30.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
+2,733 stars
from 29,962 · score 7.91
31.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+2,703 stars
from 47,652 · score 7.90
32.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
+2,684 stars
from 1,680 · score 7.90
33.anthropics / coursesArchived
Anthropic's educational courses
+2,103 stars
from 20,870 · score 7.65
34.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+2,028 stars
from 14,946 · score 7.62
35.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,978 stars
from 12,933 · score 7.59
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
+1,753 stars
from 15,844 · score 7.47
37.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
+1,745 stars
from 17,029 · score 7.47
38.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+1,738 stars
from 17,617 · score 7.46
39.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+1,691 stars
from 19,832 · score 7.43
40.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+1,559 stars
from 13,378 · score 7.35
41.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
+1,536 stars
from 16,572 · score 7.34
42.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/
+1,493 stars
from 12,765 · score 7.31
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.
+1,465 stars
from 12,966 · score 7.29
44.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+1,453 stars
from 10,217 · score 7.28
45.google-research / google-research
Google Research
+1,397 stars
from 37,704 · score 7.24
46.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.
+1,371 stars
from 53,727 · score 7.22
47.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+1,324 stars
from 13,011 · score 7.19
48.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+1,320 stars
from 33,245 · score 7.19
49.QwenLM / Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
+1,236 stars
from 18,928 · score 7.12
50.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
+1,205 stars
from 16,638 · score 7.10
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.
+1,156 stars
from 18,941 · score 7.05
52.CompVis / stable-diffusion
A latent text-to-image diffusion model
+1,120 stars
from 72,452 · score 7.02
53.datawhalechina / llm-cookbook
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
+1,120 stars
from 23,747 · score 7.02
54.microsoft / OmniParser
A simple screen parsing tool towards pure vision based GUI agent
+1,083 stars
from 24,522 · score 6.99
55.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
+1,047 stars
from 14,474 · score 6.95
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
+920 stars
from 9,837 · score 6.83
57.google-gemini / cookbook
Examples and guides for using the Gemini API
+911 stars
from 16,989 · score 6.82
58.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
+847 stars
from 14,019 · score 6.74
59.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+832 stars
from 20,769 · score 6.73
60.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+829 stars
from 15,357 · score 6.72
61.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
+784 stars
from 11,887 · score 6.67
62.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+767 stars
from 14,238 · score 6.64
63.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+759 stars
from 12,737 · score 6.63
64.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+728 stars
from 12,585 · score 6.59
65.Biohub / esm
The repository host gives no description.
+709 stars
from 2,304 · score 6.57
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.
+703 stars
from 23,113 · score 6.56
67.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+683 stars
from 24,390 · score 6.53
68.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
+658 stars
from 14,568 · score 6.49
69.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+654 stars
from 24,793 · score 6.48
70.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 7,424 · score 6.42
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.
+596 stars
from 18,875 · score 6.39
72.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 25,270 · score 6.36
73.Mikoto10032 / DeepLearning
TranslatedDeep Learning Tutorial, excellent articles
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+552 stars
from 17,321 · score 6.32
74.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
+549 stars
from 11,756 · score 6.31
75.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+547 stars
from 29,286 · score 6.31
+496 stars
from 12,063 · score 6.21
+492 stars
from 38,799 · score 6.20
78.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 9,877 · score 6.18
79.guidance-ai / guidance
A guidance language for controlling large language models.
+473 stars
from 21,344 · score 6.16
80.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
+467 stars
from 24,383 · score 6.15
81.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+466 stars
from 22,766 · score 6.15
82.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
+462 stars
from 16,394 · score 6.14
83.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+430 stars
from 14,839 · score 6.07
84.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+423 stars
from 17,942 · score 6.05
85.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+413 stars
from 16,756 · score 6.03
+404 stars
from 13,054 · score 6.00
87.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+398 stars
from 19,963 · score 5.99
88.fastai / fastai
The fastai deep learning library
- deep-learning
- machine-learning
- pytorch
- python
- gpu
- fastai
- +2 more
+391 stars
from 27,866 · score 5.97
89.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
+390 stars
from 18,190 · score 5.97
90.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+381 stars
from 17,754 · score 5.95
91.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
+354 stars
from 17,436 · score 5.87
92.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.
+349 stars
from 11,046 · score 5.86
93.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+336 stars
from 9,152 · score 5.82
94.google-research / vision_transformer
The repository host gives no description.
+330 stars
from 12,434 · score 5.80
95.Vaibhavs10 / insanely-fast-whisper
The repository host gives no description.
+304 stars
from 12,756 · score 5.72
96.NLP-LOVE / ML-NLP
TranslatedThis project covers the knowledge points and code implementations frequently asked about in Machine Learning, Deep Learning, and NLP interviews, and it is also the basic theoretical knowledge that an algorithm engineer must master.
+290 stars
from 17,554 · score 5.67
97.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+284 stars
from 29,664 · score 5.65
98.quantopian / alphalens
Performance analysis of predictive (alpha) stock factors
+275 stars
from 4,224 · score 5.62
99.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+272 stars
from 10,486 · score 5.61
+269 stars
from 10,833 · score 5.60