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 498 by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.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.
+4,170 stars
from 171,358 · score 8.34
3.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+2,058 stars
from 38,159 · score 7.63
4.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
5.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
6.mlabonne / llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
+1,702 stars
from 83,142 · score 7.44
7.nautechsystems / nautilus_trader
Production-grade Rust-native trading engine with deterministic event-driven architecture
+1,650 stars
from 29,493 · score 7.41
8.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
9.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+1,543 stars
from 103,527 · score 7.34
10.paperless-ngx / paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+1,336 stars
from 46,197 · score 7.20
11.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+1,290 stars
from 73,709 · score 7.16
12.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.
+1,266 stars
from 32,083 · score 7.14
13.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+1,146 stars
from 69,298 · score 7.04
14.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
15.ItzCrazyKns / Vane
Vane is an AI-powered answering engine.
+1,030 stars
from 36,921 · score 6.94
16.tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
+1,011 stars
from 200,252 · score 6.92
17.Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
+951 stars
from 83,522 · score 6.86
18.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
19.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
20.binhnguyennus / awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
+871 stars
from 74,410 · score 6.77
21.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
22.microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
+829 stars
from 91,103 · score 6.72
23.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.
+794 stars
from 16,546 · score 6.68
24.k4yt3x / video2x
A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.
+612 stars
from 21,905 · score 6.42
25.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
26.stas00 / ml-engineering
Machine Learning Engineering Open Book
+575 stars
from 19,069 · score 6.36
27.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+563 stars
from 67,401 · score 6.34
28.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
29.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+551 stars
from 29,621 · score 6.31
30.tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
+537 stars
from 76,749 · score 6.29
31.netdata / netdata
The fastest path to AI-powered full stack observability, even for lean teams.
+531 stars
from 80,713 · score 6.28
32.srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
+520 stars
from 28,516 · score 6.26
33.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/
+508 stars
from 34,862 · score 6.23
34.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
35.realmyang / MLView
Interactive, source-linked ML workflow diagrams written by your coding assistant (Copilot, Codex or Claude Code) and opened in VS Code.
+474 stars
from 19 · score 6.16
36.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
37.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
+451 stars
from 21,753 · score 6.11
38.roboflow / supervision
We write your reusable computer vision tools. 💜
+435 stars
from 51,019 · score 6.08
39.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
40.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.
+427 stars
from 22,970 · score 6.06
41.esimov / caire
Content aware image resize library
+423 stars
from 10,446 · score 6.05
42.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.
+409 stars
from 28,209 · score 6.02
43.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+380 stars
from 11,396 · score 5.94
44.google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
+377 stars
from 37,128 · score 5.93
45.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+371 stars
from 45,830 · score 5.92
46.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+357 stars
from 24,427 · score 5.88
47.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
48.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+346 stars
from 46,997 · score 5.85
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.
+342 stars
from 32,906 · score 5.84
50.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
51.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
52.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
+293 stars
from 18,808 · score 5.68
53.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+272 stars
from 49,620 · score 5.61
54.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
55.google-research / google-research
Google Research
+257 stars
from 38,831 · score 5.55
56.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
57.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
58.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
59.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+244 stars
from 14,658 · score 5.50
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.
+232 stars
from 22,280 · score 5.45
61.nmap / nmap
Nmap - the Network Mapper. Github mirror of official SVN repository.
+228 stars
from 13,685 · score 5.43
62.microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
+226 stars
from 21,984 · score 5.42
63.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+219 stars
from 19,110 · score 5.39
64.modular / modular
The Modular Platform (includes MAX & Mojo)
+217 stars
from 29,870 · score 5.38
65.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
66.fengdu78 / Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
+210 stars
from 37,852 · score 5.35
67.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+204 stars
from 21,304 · score 5.32
68.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
69.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
70.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
71.Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
+174 stars
from 51,847 · score 5.16
72.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+169 stars
from 34,384 · score 5.14
73.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
74.photoprism / photoprism
AI-Powered Photos App 🌈💎✨
+164 stars
from 40,221 · score 5.11
75.TheAlgorithms / C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
+160 stars
from 34,681 · score 5.08
76.AbuZar-Ansarii / PocketStrike
PocketStrike is a privacy-first mobile AI workstation. It combines zero-cloud native on-device GGUF inference (ARM NEON accelerated) │ with frontier cloud LLMs, multi-step ReAct agent tools, Model Context Protocol (MCP) servers, self-evolving cross-session memory, and FLUX neural image │ generation.
+158 stars
from 6 · score 5.07
77.DataTalksClub / mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
+154 stars
from 15,361 · score 5.04
78.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
79.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
80.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
+149 stars
from 15,419 · score 5.01
82.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
83.isl-org / Open3D
Open3D: A Modern Library for 3D Data Processing
+142 stars
from 14,024 · score 4.96
84.optuna / optuna
A hyperparameter optimization framework
+138 stars
from 14,863 · score 4.93
85.ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
+135 stars
from 28,985 · score 4.91
86.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。
+130 stars
from 21,557 · score 4.88
87.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.
+126 stars
from 18,817 · score 4.84
88.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
+124 stars
from 33,516 · score 4.83
89.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
+124 stars
from 28,809 · score 4.83
90.voxel51 / fiftyone
Refine high-quality datasets and visual AI models
+122 stars
from 11,135 · score 4.81
91.JuliaLang / julia
The Julia Programming Language
+117 stars
from 49,115 · score 4.77
92.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
93.TheAlgorithms / C
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
+116 stars
from 22,470 · score 4.76
94.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
95.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
96.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
97.ageitgey / face_recognition
The world's simplest facial recognition api for Python and the command line
+111 stars
from 56,751 · score 4.72
98.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+108 stars
from 13,848 · score 4.69
99.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+108 stars
from 12,031 · score 4.69
100.mxgmn / WaveFunctionCollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
+107 stars
from 25,360 · score 4.68