Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
804 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 81 |
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker. |
11.0K | 7.0K | 07/30/26 | Apache-2.0 |
| 82 |
llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services |
18.6K | 2.8K | 05/19/26 | MIT |
| 83 |
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production. |
30.1K | 4.0K | 07/18/24 | MIT |
| 84 |
gensim
Topic Modelling for Humans |
16.5K | 4.4K | 11/01/25 | LGPL-2.1 |
| 85 |
llm-cookbook
LLM introductory tutorial for developers, Chinese version of Andrew Ng's large model series course. |
24.6K | 3.0K | 06/12/25 | Other |
| 86 |
mcp-for-beginners
Open-source curriculum teaching Model Context Protocol fundamentals with real-world examples in .NET, Java, TypeScript, JavaScript, Rust, and Python. |
17.1K | 5.6K | 08/26/26 | MIT |
| 87 |
nndl
Qiu Xipeng's "Neural Networks and Deep Learning" (Dandelion Book) theory v2 and general edition. |
19.1K | 3.7K | 06/01/26 | Other |
| 88 |
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data. |
30.2K | 4.0K | 07/17/24 | Apache-2.0 |
| 89 |
mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort |
15.2K | 3.0K | 08/25/26 | Other |
| 90 |
awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. |
16.3K | 2.5K | 08/15/26 | MIT |
| 91 |
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. |
15.4K | 1.3K | 08/26/26 | MIT |
| 92 |
open-source-cs
Video discussing this curriculum: |
23.7K | 3.3K | 06/11/25 | MIT |
| 93 |
digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸 |
16.3K | 1.4K | 07/25/26 | BSD-3-Clause |
| 94 |
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course. |
18.8K | 5.1K | 02/11/26 | MIT |
| 95 |
Embodied-AI-Guide
[Lumina具身智能社区] 具身智能技术指南 Embodied-AI-Guide |
15.7K | 999 | 08/26/26 | Other |
| 96 |
aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025) |
17.2K | 2.5K | 07/03/26 | Other |
| 97 |
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer. |
28.9K | 6.1K | 06/11/24 | Other |
| 98 |
Self-Hosting-Guide
Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking. |
22.6K | 1.2K | 06/27/25 | Other |
| 99 |
machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼 |
14.0K | 3.1K | 08/25/26 | Other |
| 100 |
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. |
32.5K | 5.4K | 10/15/23 | MIT |