Data / Repositories / Deep learning
Deep learning repositories on GitHub: 27 ranked by stars
27 public repositories tagged Deep learning are on GitHub, with 398,959 stars between them; 16 had a push in the last 30 days. Most are written in Python (8), Jupyter Notebook (3), JavaScript (2). The most starred: microsoft/AI-For-Beginners (69,575), rohitg00/ai-engineering-from-scratch (69,043), gradio-app/gradio (43,685).
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Every repository, most starred first
| Repository | What it is | Language | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|---|
| microsoft/AI-For-Beginners | 12 Weeks, 24 Lessons, AI for All! | Jupyter Notebook | 69,575 | 13,484 | MIT | Sep 16 | Oct 8 |
| rohitg00/ai-engineering-from-scratch | Learn AI Engineering! Learn it. Build it. Ship it for others. | Python | 69,043 | 12,089 | MIT | Oct 14 | Oct 14 |
| gradio-app/gradio | Build and share delightful machine learning apps, all in Python. Star to support our work! | Python | 43,685 | 3,619 | Apache-2.0 | Oct 8 | Oct 8 |
| academic/awesome-datascience | memo: An awesome Data Science repository to learn and apply for real world problems. | 30,131 | 6,662 | MIT | Oct 9 | Oct 11 | |
| 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. | 22,382 | 4,834 | MIT | Jun 17 | Oct 14 | |
| EthicalML/awesome-production-machine-learning | A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning | 20,992 | 2,611 | MIT | Oct 8 | Oct 11 | |
| keon/awesome-nlp | book: A curated list of resources dedicated to Natural Language Processing (NLP) | 19,071 | 2,884 | CC0-1.0 | Sep 7 | Oct 11 | |
| google/magika | Fast and accurate AI powered file content types detection | Rust | 18,705 | 1,174 | Apache-2.0 | Oct 9 | Oct 11 |
| 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… | Python | 17,471 | 1,470 | MIT | Oct 7 | Oct 14 |
| owainlewis/awesome-artificial-intelligence | A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. | Python | 16,667 | 2,567 | MIT | Aug 15 | Oct 14 |
| zyddnys/manga-image-translator | Translate manga/image 一键翻译各类图片内文字 (no longer working) | Python | 10,492 | 1,069 | GPL-3.0 | Sep 25 | Oct 11 |
| alirezadir/AIMLInterviews | A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more | Jupyter Notebook | 9,838 | 1,718 | MIT | Oct 8 | Oct 14 |
| georgezouq/awesome-ai-in-finance | A curated list of awesome LLMs & deep learning strategies & tools in financial market. | 6,660 | 845 | CC0-1.0 | Sep 8 | Oct 14 | |
| promptslab/Awesome-Prompt-Engineering | This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc | TypeScript | 6,372 | 776 | Apache-2.0 | Oct 14 | Oct 14 |
| aymericdamien/TopDeepLearning | A list of popular github projects related to deep learning | Python | 6,364 | 1,255 | MIT | Jul 15 | Oct 14 |
| ashishps1/learn-ai-engineering | Learn AI and LLMs from scratch using free resources | 6,120 | 1,455 | GPL-3.0 | Feb 5 | Oct 14 | |
| zenml-io/zenml | ZenML : One AI Platform from Pipelines to Agents. | Python | 5,616 | 663 | Apache-2.0 | Oct 14 | Oct 14 |
| sacridini/Awesome-Geospatial | Long list of geospatial tools and resources | 5,318 | 815 | CC0-1.0 | Oct 7 | Oct 11 | |
| onnxsim/onnxsim | Simplify your onnx model | Python | 4,414 | 436 | Apache-2.0 | Oct 10 | Oct 11 |
| mlc-ai/web-stable-diffusion | Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support. | Jupyter Notebook | 3,724 | 237 | Apache-2.0 | Mar 12, 2024 | Oct 11 |
| vaaaaanquish/Awesome-Rust-MachineLearning | This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. | JavaScript | 2,265 | 129 | MIT | Sep 25, 2023 | Oct 11 |
| Yuan-ManX/ai-game-devtools | Your AI Game Dev Hub. The ultimate resource hub for AI-powered game development tools. Discover cutting-edge LLMs, World Model, Agent, Code, Image, Texture, Shader, 3D Model… | JavaScript | 1,361 | 132 | MIT | Jul 21 | Oct 11 |
| microsoft/Windows-Machine-Learning | Samples and Tools for Windows ML. | C++ | 1,124 | 442 | MIT | Aug 7, 2025 | Oct 11 |
| openvinotoolkit/model_server | A scalable inference server for models optimized with OpenVINO | C++ | 947 | 280 | Apache-2.0 | Oct 14 | Oct 14 |
| mdozmorov/MachineLearning_notes | Machine learning and deep learning resources | 574 | 91 | MIT | Oct 13 | Oct 14 | |
| aurimas13/100-Days-With-AI | 100 days, 100 sources: a daily public learning log of modern AI - LLMs, agents, RAG, fine-tuning, MLOps and more. Daily on Threads, X, and Bluesky @reksas13 & LinkedIn under… | 24 | 2 | MIT | Oct 13 | Oct 14 | |
| sajadh76/awesome-AI-tools | A curated list of AI-based tools for different purposes | 24 | 65 | MIT | Oct 11 | Oct 14 |
By language
Related topics
- Machine learning 21
- AI 11
- LLM 7
- Awesome list 7
- Artificial intelligence 5
- AI agents 5
- MCP 5
- Generative AI 4
- Pytorch 4
- NLP 3
- Agents 3
- AI engineering 3
Read from GitHub by SpecStream between October 8, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.