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 |
|---|---|---|---|---|---|
| 1 |
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. |
168.2K | 21.7K | 08/29/26 | Other |
| 2 |
JavaGuide
Java Interview & Backend General Interview Guide, covering computer fundamentals, databases, distributed systems, high concurrency, system design, and AI application development. |
158.1K | 46.2K | 08/28/26 | Apache-2.0 |
| 3 |
system-prompts-and-models-of-ai-tools
A curated collection of system prompts, internal tools, and AI models from popular AI assistants and coding agents. |
143.2K | 34.8K | 08/11/26 | GPL-3.0 |
| 4 |
30-seconds-of-code
Coding articles to level up your development skills |
128.9K | 12.5K | 08/19/26 | Other |
| 5 |
generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI |
118.8K | 62.6K | 08/27/26 | MIT |
| 6 |
LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step |
104.0K | 15.9K | 08/29/26 | Other |
| 7 |
app-ideas
A Collection of application ideas which can be used to improve your coding skills. |
97.2K | 10.6K | 10/11/25 | MIT |
| 8 |
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all |
89.9K | 22.1K | 08/20/26 | MIT |
| 9 |
cs-video-courses
List of Computer Science courses with video lectures. |
83.2K | 11.5K | 08/29/26 | Other |
| 10 |
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. |
82.1K | 9.6K | 02/05/26 | Apache-2.0 |
| 11 |
Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. |
77.9K | 8.6K | 03/11/26 | MIT |
| 12 |
hello-agents
Building Agents from Scratch: A Tutorial on Agent Principles and Practice |
75.5K | 9.4K | 08/18/26 | Other |
| 13 |
learn-claude-code
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 |
75.6K | 12.2K | 08/26/26 | MIT |
| 14 |
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation. |
76.7K | 13.9K | 06/12/26 | Other |
| 15 |
Front-End-Checklist
🗂 The essential checklist for modern web development, for humans and AI agents |
73.9K | 6.7K | 08/14/26 | Other |
| 16 |
ai-agents-for-beginners
18 Lessons to Get Started Building AI Agents |
73.5K | 24.3K | 08/27/26 | MIT |
| 17 |
30-Days-Of-Python
The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw |
72.2K | 13.2K | 08/27/26 | Other |
| 18 |
d2l-zh
Dive into Deep Learning: Available in Chinese and English, with runnable code and discussion; used in 500+ universities across 70+ countries. |
80.1K | 12.3K | 07/30/24 | Apache-2.0 |
| 19 |
gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。 |
71.3K | 8.3K | 01/25/26 | GPL-3.0 |
| 20 |
funNLP
A comprehensive Chinese NLP resource hub with tools, datasets, and models for text processing, information extraction, and language understanding. |
82.8K | 15.3K | 05/10/24 | Other |