Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
874 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 481 |
yu-ai-agent
编程导航 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发（Manas Java 实现）、Cursor AI 工具等核心知识。用一套教程将程序员必知必会的 AI 技术一网打尽，帮你成为 AI 时代企业的香饽饽，给你的简历和求职大幅增加竞争力。 |
2.6K | 606 | 01/07/26 | Other |
| 482 |
AI-Notes
:books: [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记 |
787 | 240 | 05/13/26 | Other |
| 483 |
How-to-use-Transformers
Transformers 库快速入门教程 |
1.9K | 226 | 02/24/26 | Apache-2.0 |
| 484 |
rtdl
Research on Tabular Deep Learning: Papers & Packages |
1.2K | 124 | 04/17/26 | Apache-2.0 |
| 485 |
rag-from-scratch
Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation. |
1.6K | 193 | 03/11/26 | MIT |
| 486 |
how-to-vibecoding
Vibecoding 系列教程：从环境搭建到多智能体协作，涵盖 MCP、Skills、Agent 分工治理 |
891 | 73 | 04/27/26 | MIT |
| 487 |
deeplearning_ai_books
deeplearning.ai (Andrew Ng's deep learning course notes and resources) |
21.0K | 6.1K | 04/29/22 | Other |
| 488 |
AI-Infra-from-Zero-to-Hero
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials. |
4.3K | 410 | 07/25/25 | MIT |
| 489 |
awesome-text-to-image-studies
A collection of awesome text-to-image generation studies. |
765 | 44 | 04/25/26 | MIT |
| 490 |
Awesome-Agentic-Reasoning
A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models" |
1.4K | 102 | 03/09/26 | MIT |
| 491 |
fromthetensor
From the Tensor to Stable Diffusion, a rough outline for a 10 week course. |
1.1K | 45 | 04/05/26 | Other |
| 492 |
Awesome-Papers-Autonomous-Agent
A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents. |
757 | 63 | 04/23/26 | Other |
| 493 |
thereisnospoon
A machine learning primer built from first principles. For engineers who want to reason about ML systems the way they reason about software systems. |
1.2K | 93 | 03/29/26 | MIT |
| 494 |
Introduction-NLP
HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。 |
2.3K | 544 | 01/09/26 | Apache-2.0 |
| 495 |
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course |
11.0K | 2.7K | 04/16/24 | Other |
| 496 |
academic-ai-prompt
A comprehensive AI prompt library for graduate students and researchers, covering topic selection, paper finding, literature review, and top-journal writing with 89+ ready-to-use prompts. |
1.8K | 116 | 02/12/26 | MIT |
| 497 |
Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAI
Comprehensive data science toolkit with tutorials from Python basics to generative AI, covering ML, deep learning, and MLOps tools. |
972 | 331 | 04/08/26 | GPL-3.0 |
| 498 |
hello-github-actions
Create and run a GitHub Actions workflow. |
1.1K | 1.5K | 03/03/26 | MIT |
| 499 |
OpenSTL
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning |
1.1K | 191 | 03/01/26 | Apache-2.0 |
| 500 |
VLM_survey
Collection of AWESOME vision-language models for vision tasks |
3.1K | 234 | 10/14/25 | Other |