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 |
|---|---|---|---|---|---|
| 141 |
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace. |
11.7K | 1.7K | 04/20/26 | MIT |
| 142 |
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations |
11.2K | 1.8K | 05/07/26 | MIT |
| 143 |
AIMLInterviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews. |
9.5K | 1.7K | 08/27/26 | MIT |
| 144 |
train-llm-from-scratch
A straightforward method for training your LLM, from downloading data to generating text. |
9.5K | 1.3K | 08/17/26 | MIT |
| 145 |
AgentGuide
https://adongwanai.github.io/AgentGuide AI Agent开发指南 LangGraph实战 高级RAG |
8.9K | 875 | 08/25/26 | Other |
| 146 |
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG) |
10.3K | 1.2K | 04/20/26 | Other |
| 147 |
blog
AI,Opensource,Database,Business,Finance,Minds. git clone --depth 1 https://github.com/digoal/blog |
8.6K | 1.9K | 08/29/26 | GPL-2.0 |
| 148 |
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. |
10.9K | 1.4K | 03/24/26 | Apache-2.0 |
| 149 |
pandas_exercises
Practice your pandas skills! |
13.0K | 9.0K | 10/17/25 | BSD-3-Clause |
| 150 |
Mastering-GitHub-Copilot-for-Paired-Programming
A multi-module course teaching everything you need to know about using GitHub Copilot as an AI Peer Programming resource. |
8.1K | 1.8K | 08/24/26 | MIT |
| 151 |
minimind-v
👀 Train a 65M-parameter VLM from scratch in just 2h! |
8.5K | 934 | 08/06/26 | Apache-2.0 |
| 152 |
Book4_Power-of-Matrix
Book 4: The Power of Matrices | Iris Book: From Arithmetic to Machine Learning; Now Available! |
10.1K | 1.6K | 05/01/26 | Other |
| 153 |
llm-zoomcamp
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. Register here 👇🏼 |
7.1K | 1.3K | 08/25/26 | Other |
| 154 |
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers) |
10.2K | 788 | 04/08/26 | Other |
| 155 |
mlcourse.ai
Open Machine Learning Course |
10.7K | 5.7K | 03/01/26 | Other |
| 156 |
agentic-design-patterns
谷歌新书Agent设计模式(agentic design patterns)最佳中文版，持续优化。附：在线阅读、pdf和epub电子书下载。 |
7.9K | 1.1K | 08/24/26 | Other |
| 157 |
codefather
Programmer Yupi's Programming Bible: The ultimate 2026 learning roadmap covering Java, frontend, Python, C++, algorithms, AI, and more, with tutorials, resources, and career guidance for all levels. |
8.4K | 1.3K | 07/11/26 | Other |
| 158 |
kubernetes-handbook
Kubernetes Architecture and Ecosystem: A Guide to Building from Cloud-Native to AI-Native Infrastructure |
11.6K | 2.9K | 12/26/25 | Other |
| 159 |
my-git
Git as the control plane for AI-native software engineering |
7.4K | 2.5K | 08/22/26 | MIT |
| 160 |
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM |
7.9K | 673 | 07/27/26 | MIT |