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 343 by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+1,789 stars
from 38,428 · score 7.49
3.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.
+982 stars
from 174,546 · score 6.89
4.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.
+731 stars
from 16,609 · score 6.60
5.Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
+704 stars
from 83,769 · score 6.56
6.paperless-ngx / paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+437 stars
from 47,096 · score 6.08
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.
+388 stars
from 18,060 · score 5.96
8.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+369 stars
from 107,281 · score 5.91
9.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+329 stars
from 11,447 · score 5.80
10.nautechsystems / nautilus_trader
Production-grade Rust-native trading engine with deterministic event-driven architecture
+306 stars
from 30,837 · score 5.73
11.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+298 stars
from 74,701 · score 5.70
12.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
13.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.
+231 stars
from 33,118 · score 5.45
14.ItzCrazyKns / Vane
Vane is an AI-powered answering engine.
+211 stars
from 37,740 · score 5.36
15.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
16.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+196 stars
from 70,248 · score 5.28
17.binhnguyennus / awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
+193 stars
from 75,088 · score 5.27
18.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
19.microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
+185 stars
from 91,747 · score 5.23
20.srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
+176 stars
from 28,860 · score 5.18
21.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+171 stars
from 30,001 · score 5.15
22.mlabonne / llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
+150 stars
from 84,694 · score 5.02
23.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
+136 stars
from 22,068 · score 4.92
24.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
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/
+123 stars
from 35,247 · score 4.82
26.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
27.tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
+120 stars
from 77,166 · score 4.80
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.
+120 stars
from 33,128 · score 4.80
29.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
30.netdata / netdata
The fastest path to AI-powered full stack observability, even for lean teams.
+118 stars
from 81,126 · score 4.78
31.k4yt3x / video2x
A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.
+111 stars
from 22,406 · score 4.72
32.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
33.realmyang / MLView
Interactive, source-linked ML workflow diagrams written by your coding assistant (Copilot, Codex or Claude Code) and opened in VS Code.
+110 stars
from 359 · score 4.71
34.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
35.google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
+104 stars
from 37,401 · score 4.65
36.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+99 stars
from 24,685 · score 4.61
37.roboflow / supervision
We write your reusable computer vision tools. 💜
+93 stars
from 51,361 · score 4.54
38.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
39.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.
+87 stars
from 28,531 · score 4.48
40.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+84 stars
from 46,117 · score 4.44
41.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.
+79 stars
from 23,318 · score 4.38
42.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
+78 stars
from 19,023 · score 4.37
43.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
44.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+68 stars
from 49,824 · score 4.23
45.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+66 stars
from 47,277 · score 4.20
46.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
47.google-research / google-research
Google Research
+63 stars
from 39,025 · score 4.16
48.Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
+60 stars
from 51,961 · score 4.11
49.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+60 stars
from 14,842 · score 4.11
50.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
51.stas00 / ml-engineering
Machine Learning Engineering Open Book
+55 stars
from 19,589 · score 4.03
52.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+55 stars
from 19,274 · score 4.03
53.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+52 stars
from 67,912 · score 3.97
54.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
55.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
56.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
57.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
58.modular / modular
The Modular Platform (includes MAX & Mojo)
+48 stars
from 30,039 · score 3.89
59.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
60.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
61.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
62.isl-org / Open3D
Open3D: A Modern Library for 3D Data Processing
+45 stars
from 14,121 · score 3.83
63.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+41 stars
from 21,467 · score 3.74
64.fengdu78 / Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
+38 stars
from 38,024 · score 3.66
65.TheAlgorithms / C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
+38 stars
from 34,803 · score 3.66
66.microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
+38 stars
from 22,172 · score 3.66
67.nmap / nmap
Nmap - the Network Mapper. Github mirror of official SVN repository.
+38 stars
from 13,875 · score 3.66
68.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
69.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
+35 stars
from 15,533 · score 3.58
71.optuna / optuna
A hyperparameter optimization framework
+35 stars
from 14,966 · score 3.58
72.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
73.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
74.DataTalksClub / mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
+33 stars
from 15,482 · score 3.53
75.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+30 stars
from 34,523 · score 3.43
76.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
77.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
78.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
+29 stars
from 33,611 · score 3.40
79.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
80.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
81.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.
+28 stars
from 18,915 · score 3.37
82.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+28 stars
from 11,229 · score 3.37
83.ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
+27 stars
from 29,093 · score 3.33
84.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。
+27 stars
from 21,660 · score 3.33
85.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
86.JuliaLang / julia
The Julia Programming Language
+25 stars
from 49,207 · score 3.26
87.photoprism / photoprism
AI-Powered Photos App 🌈💎✨
+25 stars
from 40,360 · score 3.26
88.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+25 stars
from 25,419 · score 3.26
89.argoproj / argo-workflows
Workflow Engine for Kubernetes
+25 stars
from 17,052 · score 3.26
90.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
+24 stars
from 28,909 · score 3.22
91.apache / tvm
Open Machine Learning Compiler Framework
+24 stars
from 13,862 · score 3.22
92.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+24 stars
from 12,115 · score 3.22
93.keras-team / keras
Deep Learning for humans
+23 stars
from 64,388 · score 3.18
94.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
95.mxgmn / WaveFunctionCollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
+23 stars
from 25,444 · score 3.18
96.esimov / caire
Content aware image resize library
+23 stars
from 10,846 · score 3.18
97.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
98.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+22 stars
from 13,934 · score 3.14
99.fastai / fastai
The fastai deep learning library
+21 stars
from 28,235 · score 3.09
100.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