1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+31,039 stars
from 45,208 · score 10.34
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 412 by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+9,024 stars
from 61,420 · score 9.11
3.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+7,617 stars
from 100,033 · score 8.94
4.FareedKhan-dev / kimi-k3-in-c
A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.
+7,169 stars
from 2,106 · score 8.88
5.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.
+5,624 stars
from 162,796 · score 8.63
6.tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
+5,135 stars
from 196,128 · score 8.54
7.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.
+4,354 stars
from 14,094 · score 8.38
8.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
+3,906 stars
from 17,876 · score 8.27
9.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+3,330 stars
from 101,740 · score 8.11
10.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+3,138 stars
from 59,880 · score 8.05
11.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.
+3,115 stars
from 46,793 · score 8.04
12.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。
+3,079 stars
from 79,117 · score 8.03
13.roboflow / supervision
We write your reusable computer vision tools. 💜
+2,959 stars
from 48,495 · score 7.99
14.dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
+2,835 stars
from 76,911 · score 7.95
15.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+2,218 stars
from 27,545 · score 7.70
16.Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
+1,857 stars
from 82,616 · score 7.53
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
+1,842 stars
from 35,748 · score 7.52
18.SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
+1,752 stars
from 24,622 · score 7.47
19.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+1,671 stars
from 163,543 · score 7.42
20.GeeeekExplorer / nano-vllm
Nano vLLM
+1,516 stars
from 14,737 · score 7.32
21.stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
+1,501 stars
from 20,169 · score 7.31
22.opencv / opencv
Open Source Computer Vision Library
+1,387 stars
from 90,017 · score 7.24
23.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
24.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+1,163 stars
from 15,594 · score 7.06
25.google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
+1,129 stars
from 36,376 · score 7.03
26.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
27.microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
+1,005 stars
from 21,205 · score 6.91
28.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.
+950 stars
from 32,298 · score 6.86
29.google / magika
Fast and accurate AI powered file content types detection
+930 stars
from 17,827 · score 6.84
30.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+910 stars
from 45,291 · score 6.81
31.mlc-ai / web-llm
High-performance In-browser LLM Inference Engine
+902 stars
from 18,442 · score 6.81
32.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.
+854 stars
from 43,320 · score 6.75
33.eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
+853 stars
from 29,913 · score 6.75
34.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+833 stars
from 43,126 · score 6.73
35.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+804 stars
from 18,525 · score 6.69
36.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.
+781 stars
from 29,201 · score 6.66
37.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+727 stars
from 34,117 · score 6.59
38.HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
+691 stars
from 27,908 · score 6.54
39.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+653 stars
from 57,594 · score 6.48
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
+621 stars
from 18,145 · score 6.43
41.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, ... 🧠
+597 stars
from 67,038 · score 6.39
42.alibaba / MNN
MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.
+591 stars
from 15,741 · score 6.38
43.academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
+583 stars
from 29,679 · score 6.37
44.tracel-ai / burn
Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
+570 stars
from 15,638 · score 6.35
45.Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
+565 stars
from 51,456 · score 6.34
46.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。
+561 stars
from 18,981 · score 6.33
47.camel-ai / camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
+551 stars
from 17,456 · score 6.31
48.deepfakes / faceswap
Deepfakes Software For All
+545 stars
from 57,053 · score 6.30
49.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+541 stars
from 42,740 · score 6.30
50.openvinotoolkit / openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
+540 stars
from 10,562 · score 6.29
51.NVIDIA / cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
+535 stars
from 10,149 · score 6.28
52.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+531 stars
from 23,098 · score 6.28
53.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+528 stars
from 34,025 · score 6.27
+527 stars
from 33,526 · score 6.27
55.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+508 stars
from 25,035 · score 6.23
56.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+505 stars
from 45,670 · score 6.23
57.ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
+499 stars
from 28,621 · score 6.21
58.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+491 stars
from 11,285 · score 6.20
59.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.
+488 stars
from 22,024 · score 6.19
60.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.
+451 stars
from 15,207 · score 6.11
61.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+451 stars
from 10,175 · score 6.11
62.Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
+427 stars
from 23,590 · score 6.06
63.onnx / onnx
Open standard for machine learning interoperability
+426 stars
from 21,208 · score 6.06
64.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
+421 stars
from 33,219 · score 6.05
65.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+389 stars
from 12,647 · score 5.97
66.afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
+382 stars
from 19,977 · score 5.95
67.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.
+377 stars
from 10,400 · score 5.93
68.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)
+362 stars
from 10,201 · score 5.89
69.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+358 stars
from 59,865 · score 5.88
70.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+348 stars
from 21,754 · score 5.86
71.carla-simulator / carla
Open-source simulator for autonomous driving research.
+348 stars
from 14,211 · score 5.86
72.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+347 stars
from 29,777 · score 5.85
73.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+331 stars
from 25,113 · score 5.81
74.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。
+318 stars
from 11,577 · score 5.77
75.ujjwalkarn / Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
+311 stars
from 18,013 · score 5.74
76.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+309 stars
from 10,948 · score 5.74
77.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
+307 stars
from 13,150 · score 5.73
78.keras-team / keras
Deep Learning for humans
+305 stars
from 64,106 · score 5.72
79.EthicalML / awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
+305 stars
from 20,758 · score 5.72
80.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+293 stars
from 11,846 · score 5.68
81.CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
+290 stars
from 34,260 · score 5.67
82.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+289 stars
from 33,721 · score 5.67
83.keon / awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
+282 stars
from 18,837 · score 5.65
84.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+282 stars
from 8,533 · score 5.65
85.NVIDIA / nccl
Optimized primitives for collective multi-GPU communication
+281 stars
from 4,919 · score 5.64
86.AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
+280 stars
from 31,050 · score 5.64
87.naptha / tesseract.js
Pure Javascript OCR for more than 100 Languages 📖🎉🖥
+276 stars
from 38,526 · score 5.62
88.apache / tvm
Open Machine Learning Compiler Framework
+275 stars
from 13,611 · score 5.62
89.Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
+270 stars
from 17,600 · score 5.60
90.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.
+266 stars
from 19,550 · score 5.59
91.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
92.alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
+260 stars
from 14,964 · score 5.56
93.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+241 stars
from 10,881 · score 5.49
94.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+240 stars
from 10,439 · score 5.48
95.deezer / spleeter
Deezer source separation library including pretrained models.
+238 stars
from 28,272 · score 5.48
96.mlfoundations / open_clip
An open source implementation of CLIP.
+238 stars
from 14,001 · score 5.48
97.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+234 stars
from 31,203 · score 5.46
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.
+234 stars
from 13,193 · score 5.46
99.lukasmasuch / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
+231 stars
from 23,620 · score 5.45
100.amusi / CVPR2026-Papers-with-Code
CVPR 2026 论文和开源项目合集
+231 stars
from 22,703 · score 5.45