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 546 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.f / prompts.chat
f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.
+15,755 stars
from 159,773 · score 9.66
5.Fincept-Corporation / FinceptTerminal
FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.
+13,746 stars
from 19,603 · score 9.53
6.roboflow / supervision
We write your reusable computer vision tools. 💜
+13,490 stars
from 37,964 · score 9.51
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.
+10,451 stars
from 7,997 · score 9.25
8.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
9.nautechsystems / nautilus_trader
Production-grade Rust-native trading engine with deterministic event-driven architecture
+8,983 stars
from 22,160 · score 9.10
10.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+8,561 stars
from 66,438 · score 9.06
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.
+8,222 stars
from 41,686 · score 9.01
12.paperless-ngx / paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+7,588 stars
from 39,945 · score 8.93
13.tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
+7,338 stars
from 193,925 · score 8.90
14.microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
+7,083 stars
from 84,849 · score 8.87
15.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
16.mlabonne / llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
+6,619 stars
from 78,225 · score 8.80
17.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+6,186 stars
from 98,884 · score 8.73
18.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
19.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+5,928 stars
from 34,289 · score 8.69
20.GetBindu / Bindu
Bindu: The identity, communication, and payments layer for AI agents.
+5,436 stars
from 4,579 · score 8.60
21.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
22.binhnguyennus / awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
+4,910 stars
from 70,371 · score 8.50
23.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
24.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
25.qdrant / qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
+4,546 stars
from 30,824 · score 8.42
26.modular / modular
The Modular Platform (includes MAX & Mojo)
+4,407 stars
from 25,680 · score 8.39
27.ItzCrazyKns / Vane
Vane is an AI-powered answering engine.
+4,309 stars
from 33,642 · score 8.37
28.Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
+4,083 stars
from 80,390 · score 8.31
29.screenpipe / screenpipe
YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
+3,865 stars
from 18,339 · score 8.26
30.tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
+3,796 stars
from 73,490 · score 8.24
31.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
32.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+3,264 stars
from 26,908 · score 8.09
33.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+3,193 stars
from 21,591 · score 8.07
34.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
35.mlflow / mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
+3,037 stars
from 25,581 · score 8.02
36.netdata / netdata
The fastest path to AI-powered full stack observability, even for lean teams.
+3,002 stars
from 78,242 · score 8.01
37.k4yt3x / video2x
A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.
+2,944 stars
from 19,573 · score 7.99
38.marimo-team / marimo
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
+2,778 stars
from 20,619 · score 7.93
39.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
40.deepfakes / faceswap
Deepfakes Software For All
+2,737 stars
from 54,861 · score 7.91
41.google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
+2,627 stars
from 34,878 · score 7.87
42.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+2,435 stars
from 65,529 · score 7.80
43.srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
+2,432 stars
from 26,604 · score 7.80
44.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+2,317 stars
from 45,026 · score 7.75
45.bbfamily / abu
阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
+2,228 stars
from 16,873 · score 7.71
46.memvid / memvid
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
+2,168 stars
from 15,172 · score 7.68
47.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
48.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+2,088 stars
from 44,113 · score 7.64
49.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
50.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
51.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,972 stars
from 12,930 · score 7.59
52.stas00 / ml-engineering
Machine Learning Engineering Open Book
+1,924 stars
from 17,720 · score 7.56
53.microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
+1,904 stars
from 20,306 · score 7.55
54.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
55.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
56.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
57.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+1,688 stars
from 19,820 · score 7.43
58.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
59.Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
+1,530 stars
from 50,491 · score 7.33
60.fengdu78 / Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
+1,440 stars
from 36,622 · score 7.27
61.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
62.google-research / google-research
Google Research
+1,395 stars
from 37,693 · score 7.24
63.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
64.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
65.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
66.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
67.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
68.ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
+1,222 stars
from 27,898 · score 7.11
69.nmap / nmap
Nmap - the Network Mapper. Github mirror of official SVN repository.
+1,194 stars
from 12,719 · score 7.09
70.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
71.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
72.afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
+1,106 stars
from 19,253 · score 7.01
73.photoprism / photoprism
AI-Powered Photos App 🌈💎✨
+1,094 stars
from 39,291 · score 7.00
+1,087 stars
from 14,481 · score 6.99
75.DataTalksClub / mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
+1,053 stars
from 14,462 · score 6.96
76.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
77.dair-ai / AI-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
+993 stars
from 12,315 · score 6.90
78.optuna / optuna
A hyperparameter optimization framework
+989 stars
from 14,012 · score 6.90
79.TheAlgorithms / C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
+979 stars
from 33,862 · score 6.89
80.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
+975 stars
from 32,665 · score 6.88
81.onnx / onnx
Open standard for machine learning interoperability
+965 stars
from 20,669 · score 6.87
82.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
83.JuliaLang / julia
The Julia Programming Language
+908 stars
from 48,324 · score 6.81
84.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
85.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
86.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
87.Zeyi-Lin / HivisionIDPhotos
⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。
+868 stars
from 20,819 · score 6.77
88.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+840 stars
from 13,116 · score 6.73
89.ageitgey / face_recognition
The world's simplest facial recognition api for Python and the command line
+804 stars
from 56,058 · score 6.69
90.TheAlgorithms / C
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
+795 stars
from 21,791 · score 6.68
91.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
+770 stars
from 14,236 · score 6.65
92.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
93.lightgbm-org / LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
+724 stars
from 18,219 · score 6.59
94.dmlc / xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
+711 stars
from 28,222 · score 6.57
95.keon / awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
+709 stars
from 18,410 · score 6.57
96.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
97.keras-team / keras
Deep Learning for humans
+689 stars
from 63,722 · score 6.54
98.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+684 stars
from 10,573 · score 6.53
99.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+678 stars
from 11,461 · score 6.52
100.isl-org / Open3D
Open3D: A Modern Library for 3D Data Processing
+673 stars
from 13,493 · score 6.51