1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+70,174 stars
from 6,073 · score 11.16
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 396 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
3.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+16,606 stars
from 91,044 · score 9.72
4.roboflow / supervision
We write your reusable computer vision tools. 💜
+13,490 stars
from 37,964 · score 9.51
5.wanshuiyin / Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
+10,451 stars
from 7,997 · score 9.25
6.huggingface / transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
+9,268 stars
from 159,152 · score 9.13
7.liyupi / ai-guide
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站
+8,815 stars
from 12,967 · score 9.08
8.microsoft / qlib
Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
+8,222 stars
from 41,686 · score 9.01
9.tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
+7,338 stars
from 193,925 · score 8.90
10.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+6,876 stars
from 56,142 · score 8.84
11.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+6,186 stars
from 98,884 · score 8.73
12.dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
+6,179 stars
from 73,567 · score 8.73
13.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+5,936 stars
from 23,827 · score 8.69
14.d2l-ai / d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
+5,130 stars
from 77,066 · score 8.54
15.opencv / opencv
Open Source Computer Vision Library
+4,581 stars
from 86,823 · score 8.43
16.stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
+4,569 stars
from 17,101 · score 8.43
17.ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
+4,563 stars
from 33,027 · score 8.43
18.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+4,170 stars
from 161,044 · score 8.34
19.Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
+4,083 stars
from 80,390 · score 8.31
20.SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
+3,908 stars
from 22,466 · score 8.27
21.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
22.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+3,186 stars
from 13,571 · score 8.07
23.GeeeekExplorer / nano-vllm
Nano vLLM
+3,109 stars
from 13,144 · score 8.04
24.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
25.deepfakes / faceswap
Deepfakes Software For All
+2,737 stars
from 54,861 · score 7.91
26.google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
+2,627 stars
from 34,878 · score 7.87
27.eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
+2,134 stars
from 28,632 · score 7.67
28.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+2,088 stars
from 44,113 · score 7.64
29.eriklindernoren / ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
+2,088 stars
from 31,160 · score 7.64
30.ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
+2,008 stars
from 42,166 · score 7.61
31.google / magika
Fast and accurate AI powered file content types detection
+1,997 stars
from 16,760 · score 7.60
32.microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
+1,904 stars
from 20,306 · score 7.55
33.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+1,800 stars
from 42,159 · score 7.50
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
+1,750 stars
from 17,016 · score 7.47
35.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
36.labmlai / annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
+1,654 stars
from 65,981 · score 7.41
37.mlc-ai / web-llm
High-performance In-browser LLM Inference Engine
+1,542 stars
from 17,802 · score 7.34
38.HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
+1,539 stars
from 27,060 · score 7.34
39.Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
+1,530 stars
from 50,491 · score 7.33
40.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+1,525 stars
from 33,319 · score 7.33
41.d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
+1,407 stars
from 28,575 · score 7.25
42.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+1,389 stars
from 56,858 · score 7.24
+1,359 stars
from 32,694 · score 7.22
44.tracel-ai / burn
Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
+1,350 stars
from 14,858 · score 7.21
45.alibaba / MNN
MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.
+1,344 stars
from 14,988 · score 7.20
46.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+1,332 stars
from 44,843 · score 7.20
47.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
48.academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
+1,312 stars
from 28,950 · score 7.18
49.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+1,292 stars
from 41,989 · score 7.16
50.camel-ai / camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
+1,284 stars
from 16,723 · score 7.16
51.ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
+1,222 stars
from 27,898 · score 7.11
52.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+1,119 stars
from 22,510 · score 7.02
53.Unstructured-IO / unstructured
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
+1,107 stars
from 14,551 · score 7.01
54.afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
+1,106 stars
from 19,253 · score 7.01
55.NVIDIA / cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
+1,085 stars
from 9,599 · score 6.99
56.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+1,050 stars
from 24,493 · score 6.96
57.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+1,003 stars
from 9,623 · score 6.91
58.openvinotoolkit / openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
+984 stars
from 10,118 · score 6.89
59.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
+975 stars
from 32,665 · score 6.88
60.onnx / onnx
Open standard for machine learning interoperability
+965 stars
from 20,669 · score 6.87
61.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+964 stars
from 12,072 · score 6.87
62.dipakkr / awesome-ai-engineering
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
+936 stars
from 21,576 · score 6.84
63.Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
+928 stars
from 23,089 · score 6.83
64.skypilot-org / skypilot
The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
+907 stars
from 9,870 · score 6.81
65.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+904 stars
from 29,220 · score 6.81
66.naptha / tesseract.js
Pure Javascript OCR for more than 100 Languages 📖🎉🖥
+894 stars
from 37,908 · score 6.80
67.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+887 stars
from 59,336 · score 6.79
68.nndl / nndl
邱锡鹏《神经网络与深度学习》第二版与通识版：电子书、章节目录、学习资源与勘误。
+877 stars
from 18,665 · score 6.78
69.zyddnys / manga-image-translator
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/ (no longer working)
+832 stars
from 9,731 · score 6.73
70.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+745 stars
from 8,070 · score 6.61
71.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+729 stars
from 21,373 · score 6.59
72.carla-simulator / carla
Open-source simulator for autonomous driving research.
+712 stars
from 13,847 · score 6.57
73.keon / awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
+709 stars
from 18,410 · score 6.57
74.EthicalML / awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
+695 stars
from 20,368 · score 6.55
75.keras-team / keras
Deep Learning for humans
+689 stars
from 63,722 · score 6.54
76.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+684 stars
from 10,573 · score 6.53
77.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+678 stars
from 11,461 · score 6.52
78.alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
+661 stars
from 14,563 · score 6.50
79.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+655 stars
from 24,789 · score 6.49
80.CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
+650 stars
from 33,900 · score 6.48
81.ujjwalkarn / Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
+647 stars
from 17,677 · score 6.47
82.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+634 stars
from 33,376 · score 6.45
83.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+633 stars
from 10,046 · score 6.45
84.tangyudi / Ai-Learn
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
+628 stars
from 12,829 · score 6.44
85.AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
+626 stars
from 30,704 · score 6.44
86.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+626 stars
from 11,150 · score 6.44
87.apache / tvm
Open Machine Learning Compiler Framework
+623 stars
from 13,263 · score 6.44
88.amusi / CVPR2026-Papers-with-Code
CVPR 2026 论文和开源项目合集
+592 stars
from 22,342 · score 6.39
89.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
90.lukasmasuch / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
+585 stars
from 23,266 · score 6.37
91.Jack-Cherish / PythonPark
Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
+581 stars
from 11,314 · score 6.37
92.shap / shap
A game theoretic approach to explain the output of any machine learning model.
+576 stars
from 25,266 · score 6.36
93.Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
+552 stars
from 17,318 · score 6.32
94.mlfoundations / open_clip
An open source implementation of CLIP.
+551 stars
from 13,688 · score 6.31
95.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+541 stars
from 15,710 · score 6.30
96.NVIDIA / nccl
Optimized primitives for collective multi-GPU communication
+541 stars
from 4,659 · score 6.30
97.Unity-Technologies / ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
+540 stars
from 19,276 · score 6.29
98.NVIDIA / TensorRT
NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
+536 stars
from 12,891 · score 6.29
99.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+533 stars
from 10,589 · score 6.28
100.pyg-team / pytorch_geometric
Graph Neural Network Library for PyTorch
+516 stars
from 23,614 · score 6.25