1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+2,440 stars
from 73,807 · score 7.80
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
1–100 of 271 by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
+704 stars
from 83,769 · score 6.56
3.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.
+388 stars
from 18,060 · score 5.96
4.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+369 stars
from 107,281 · score 5.91
5.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+329 stars
from 11,447 · score 5.80
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.
+259 stars
from 168,161 · score 5.56
7.SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
+240 stars
from 26,134 · score 5.48
8.dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
+224 stars
from 79,522 · score 5.42
9.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.
+204 stars
from 49,704 · score 5.32
10.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+196 stars
from 70,248 · score 5.28
11.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+188 stars
from 62,830 · score 5.24
12.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
+178 stars
from 21,604 · score 5.19
13.aa1143 / NamiGPT
零基础入门大模型（LLM）的基础教程：从零手写 GPT-2，一行行看懂大模型是怎么工作的 | Build GPT-2 from scratch in PyTorch, step by step
+175 stars
from 0 · score 5.17
14.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+135 stars
from 29,628 · score 4.91
15.GeeeekExplorer / nano-vllm
Nano vLLM
+128 stars
from 16,125 · score 4.86
16.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
+121 stars
from 1,182 · score 4.80
17.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.
+120 stars
from 33,128 · score 4.80
18.stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
+120 stars
from 21,550 · score 4.80
19.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
+110 stars
from 37,480 · score 4.71
20.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。
+106 stars
from 82,090 · score 4.67
21.google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
+104 stars
from 37,401 · score 4.65
22.roboflow / supervision
We write your reusable computer vision tools. 💜
+93 stars
from 51,361 · score 4.54
23.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.
+89 stars
from 9,186 · score 4.50
24.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+84 stars
from 46,117 · score 4.44
25.opencv / opencv
Open Source Computer Vision Library
+83 stars
from 91,321 · score 4.43
26.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+73 stars
from 43,886 · score 4.30
27.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+70 stars
from 165,144 · score 4.26
28.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+68 stars
from 49,824 · score 4.23
29.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】
+65 stars
from 24,116 · score 4.19
30.Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
+60 stars
from 51,961 · score 4.11
31.alibaba / MNN
MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.
+58 stars
from 16,274 · score 4.08
32.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+55 stars
from 19,274 · score 4.03
33.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.
+52 stars
from 44,122 · score 3.97
34.HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
+52 stars
from 28,547 · score 3.97
35.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.
+51 stars
from 29,931 · score 3.95
36.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+51 stars
from 713 · score 3.95
37.xingjian-bai / opal
OPAL: a reactive optimizer. A coding agent rewrites the optimizer while your model trains.
+51 stars
from 204 · score 3.95
38.eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
+50 stars
from 30,716 · score 3.93
39.tracel-ai / burn
Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
+47 stars
from 16,161 · score 3.87
40.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.
+46 stars
from 22,466 · score 3.85
41.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+45 stars
from 25,498 · score 3.83
42.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。
+45 stars
from 19,497 · score 3.83
43.microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
+38 stars
from 22,172 · score 3.66
44.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+37 stars
from 34,807 · score 3.64
+37 stars
from 34,016 · score 3.64
46.openvinotoolkit / openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
+36 stars
from 11,066 · score 3.61
47.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, ... 🧠
+35 stars
from 67,600 · score 3.58
48.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.
+35 stars
from 15,623 · score 3.58
49.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+35 stars
from 13,001 · score 3.58
50.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+34 stars
from 46,141 · score 3.56
51.mlc-ai / web-llm
High-performance In-browser LLM Inference Engine
+34 stars
from 19,310 · score 3.56
52.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
+34 stars
from 18,732 · score 3.56
53.camel-ai / camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
+34 stars
from 17,973 · score 3.56
54.BlueRingsLabs / no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
+34 stars
from 132 · score 3.56
55.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+30 stars
from 34,523 · score 3.43
56.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+30 stars
from 16,727 · score 3.43
57.CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
+29 stars
from 34,521 · score 3.40
58.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
+29 stars
from 33,611 · score 3.40
59.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+29 stars
from 23,600 · score 3.40
60.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.
+29 stars
from 10,748 · score 3.40
61.deepchem / deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
+29 stars
from 7,088 · score 3.40
62.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+28 stars
from 11,229 · score 3.37
63.NVIDIA / cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
+28 stars
from 10,656 · score 3.37
64.ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
+27 stars
from 29,093 · score 3.33
65.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+26 stars
from 58,221 · score 3.30
66.EthicalML / awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
+26 stars
from 21,037 · score 3.30
67.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+25 stars
from 25,419 · score 3.26
68.apache / tvm
Open Machine Learning Compiler Framework
+24 stars
from 13,862 · score 3.22
69.OpenMOSS / MOSS
An open-source, tool-augmented conversational language model from Fudan University
+24 stars
from 12,303 · score 3.22
70.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+24 stars
from 12,115 · score 3.22
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)
+24 stars
from 10,539 · score 3.22
72.keras-team / keras
Deep Learning for humans
+23 stars
from 64,388 · score 3.18
73.academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
+23 stars
from 30,239 · score 3.18
74.alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
+23 stars
from 15,201 · score 3.18
75.mlfoundations / open_clip
An open source implementation of CLIP.
+23 stars
from 14,216 · score 3.18
76.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+22 stars
from 30,102 · score 3.14
77.carla-simulator / carla
Open-source simulator for autonomous driving research.
+22 stars
from 14,537 · score 3.14
78.fastai / fastai
The fastai deep learning library
+21 stars
from 28,235 · score 3.09
79.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
+21 stars
from 16,828 · score 3.09
80.Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
+20 stars
from 23,997 · score 3.04
81.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+20 stars
from 10,606 · score 3.04
82.afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
+19 stars
from 20,340 · score 3.00
83.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.
+19 stars
from 19,797 · score 3.00
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
+19 stars
from 13,438 · score 3.00
85.onnx / onnx
Open standard for machine learning interoperability
+17 stars
from 21,617 · score 2.89
86.keon / awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
+17 stars
from 19,102 · score 2.89
87.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。
+17 stars
from 11,878 · score 2.89
88.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+17 stars
from 11,724 · score 2.89
89.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+16 stars
from 33,994 · score 2.83
90.amusi / CVPR2026-Papers-with-Code
CVPR 2026 论文和开源项目合集
+16 stars
from 22,918 · score 2.83
91.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+16 stars
from 13,877 · score 2.83
92.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+16 stars
from 12,863 · score 2.83
93.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+15 stars
from 22,087 · score 2.77
94.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+15 stars
from 10,664 · score 2.77
95.google / magika
Fast and accurate AI powered file content types detection
+13 stars
from 18,744 · score 2.64
96.Lightning-AI / litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
+13 stars
from 13,728 · score 2.64
97.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+13 stars
from 11,903 · score 2.64
98.NVIDIA / nccl
Optimized primitives for collective multi-GPU communication
+13 stars
from 5,187 · score 2.64
99.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+12 stars
from 60,211 · score 2.56
100.floodsung / Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
+12 stars
from 39,592 · score 2.56