1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+13,353 stars
from 62,894 · score 9.50
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 367 by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.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.
+1,872 stars
from 166,548 · score 7.54
3.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+1,835 stars
from 105,815 · score 7.52
4.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.
+1,561 stars
from 16,887 · score 7.35
5.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+1,543 stars
from 103,527 · score 7.34
6.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
+1,189 stars
from 20,593 · score 7.08
7.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+1,146 stars
from 69,298 · score 7.04
8.dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
+1,042 stars
from 78,704 · score 6.95
9.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+1,036 stars
from 28,727 · score 6.94
10.tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
+1,011 stars
from 200,252 · score 6.92
11.Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
+951 stars
from 83,522 · score 6.86
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。
+932 stars
from 81,264 · score 6.84
13.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+932 stars
from 62,086 · score 6.84
14.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.
+860 stars
from 49,048 · score 6.76
15.SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
+724 stars
from 25,650 · score 6.59
16.GeeeekExplorer / nano-vllm
Nano vLLM
+592 stars
from 15,661 · score 6.39
17.qwdwqfwq / topconf-paper-figure-gallery
3,516 curated Figure 1 / teasers from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2026), with tier badges and FigureForge retrieval-augmented figure drafting
+577 stars
from 726 · score 6.36
18.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
+555 stars
from 37,035 · score 6.32
19.stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
+492 stars
from 21,178 · score 6.20
20.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+483 stars
from 164,731 · score 6.18
21.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.
+470 stars
from 8,805 · score 6.15
22.roboflow / supervision
We write your reusable computer vision tools. 💜
+435 stars
from 51,019 · score 6.08
23.opencv / opencv
Open Source Computer Vision Library
+434 stars
from 90,970 · score 6.08
24.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+432 stars
from 332 · score 6.07
25.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+380 stars
from 11,396 · score 5.94
26.google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
+377 stars
from 37,128 · score 5.93
27.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+371 stars
from 45,830 · score 5.92
28.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+349 stars
from 43,610 · score 5.86
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.
+342 stars
from 32,906 · score 5.84
30.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
31.eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
+306 stars
from 30,460 · score 5.73
32.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+272 stars
from 49,620 · score 5.61
33.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。
+264 stars
from 19,278 · score 5.58
34.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.
+255 stars
from 29,727 · score 5.55
35.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.
+251 stars
from 43,923 · score 5.53
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
+245 stars
from 18,521 · score 5.51
37.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.
+232 stars
from 22,280 · score 5.45
38.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+230 stars
from 34,614 · score 5.44
39.HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
+226 stars
from 28,373 · score 5.42
40.microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
+226 stars
from 21,984 · score 5.42
41.camel-ai / camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
+222 stars
from 17,785 · score 5.41
42.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+219 stars
from 19,110 · score 5.39
43.tracel-ai / burn
Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
+216 stars
from 15,992 · score 5.38
44.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+204 stars
from 58,043 · score 5.32
+196 stars
from 33,857 · score 5.28
46.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+191 stars
from 25,352 · score 5.26
47.academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
+183 stars
from 30,079 · score 5.21
48.alibaba / MNN
MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.
+179 stars
from 16,153 · score 5.19
49.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, ... 🧠
+178 stars
from 67,457 · score 5.19
50.Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
+174 stars
from 51,847 · score 5.16
51.NVIDIA / cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
+172 stars
from 10,512 · score 5.15
52.openvinotoolkit / openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
+171 stars
from 10,931 · score 5.15
53.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+169 stars
from 34,384 · score 5.14
54.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+165 stars
from 16,592 · score 5.11
55.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+152 stars
from 43,129 · score 5.03
56.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+151 stars
from 10,475 · score 5.02
57.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.
+149 stars
from 15,509 · score 5.01
58.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+147 stars
from 23,482 · score 5.00
59.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+146 stars
from 46,029 · score 4.99
60.mlc-ai / web-llm
High-performance In-browser LLM Inference Engine
+140 stars
from 19,204 · score 4.95
61.ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
+135 stars
from 28,985 · score 4.91
62.Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
+126 stars
from 23,891 · score 4.84
63.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
+124 stars
from 33,516 · score 4.83
64.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+124 stars
from 12,912 · score 4.83
65.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+122 stars
from 11,135 · score 4.81
66.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+120 stars
from 60,103 · score 4.80
67.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。
+117 stars
from 11,778 · score 4.77
68.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+116 stars
from 30,008 · score 4.76
69.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.
+116 stars
from 10,661 · score 4.76
70.carla-simulator / carla
Open-source simulator for autonomous driving research.
+115 stars
from 14,444 · score 4.75
71.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)
+115 stars
from 10,448 · score 4.75
72.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.
+113 stars
from 19,703 · score 4.74
73.EthicalML / awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
+112 stars
from 20,951 · score 4.73
74.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+108 stars
from 12,031 · score 4.69
75.keras-team / keras
Deep Learning for humans
+104 stars
from 64,307 · score 4.65
76.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+101 stars
from 25,343 · score 4.62
77.apache / tvm
Open Machine Learning Compiler Framework
+101 stars
from 13,785 · score 4.62
78.CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
+96 stars
from 34,454 · score 4.57
79.deepchem / deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
+95 stars
from 7,022 · score 4.56
80.onnx / onnx
Open standard for machine learning interoperability
+94 stars
from 21,540 · score 4.55
81.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+93 stars
from 33,917 · score 4.54
82.AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
+92 stars
from 31,238 · score 4.53
83.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+92 stars
from 22,010 · score 4.53
84.deepfakes / faceswap
Deepfakes Software For All
+90 stars
from 57,508 · score 4.51
85.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+89 stars
from 11,033 · score 4.50
86.ujjwalkarn / Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
+88 stars
from 18,236 · score 4.49
87.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
+87 stars
from 13,370 · score 4.48
88.google / magika
Fast and accurate AI powered file content types detection
+85 stars
from 18,672 · score 4.45
89.alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
+85 stars
from 15,139 · score 4.45
90.afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
+84 stars
from 20,275 · score 4.44
91.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+84 stars
from 8,731 · score 4.44
92.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+83 stars
from 10,596 · score 4.43
93.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+82 stars
from 31,355 · score 4.42
94.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
+80 stars
from 16,769 · score 4.39
95.amusi / CVPR2026-Papers-with-Code
CVPR 2026 论文和开源项目合集
+79 stars
from 22,855 · score 4.38
96.keon / awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
+79 stars
from 19,040 · score 4.38
97.Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
+79 stars
from 17,791 · score 4.38
98.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+79 stars
from 13,814 · score 4.38
99.OpenMOSS / MOSS
An open-source, tool-augmented conversational language model from Fudan University
+79 stars
from 12,248 · score 4.38
100.advimman / lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
+73 stars
from 10,280 · score 4.30