Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
829 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 361 |
LeanCopilot
LLMs as Copilots for Theorem Proving in Lean |
1.3K | 128 | 08/22/26 | MIT |
| 362 |
llm-internals
Learn LLM internals step by step - from tokenization to attention to inference optimization. |
1.5K | 174 | 08/19/26 | Apache-2.0 |
| 363 |
devops-ai-guidelines
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines |
1.4K | 372 | 08/21/26 | MIT |
| 364 |
diy-llm
🎓 系统性大语言模型构建课程｜🛠️ 覆盖预训练数据工程、Tokenizer、Transformer、MoE、GPU 编程 (CUDA/Triton)、分布式训练、Scaling Laws、推理优化及对齐 (SFT/RLHF/GRPO)｜🚀 6 个渐进式作业 + 代码驱动，建立 LLM 全栈认知体系 |
1.3K | 128 | 08/28/26 | Other |
| 365 |
ai-edu
AI education materials for Chinese students, teachers and IT professionals. |
14.1K | 2.9K | 05/16/24 | Other |
| 366 |
generative_ai_with_langchain
Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph. This is the companion repository for the book on generative AI with LangChain. |
1.4K | 585 | 08/14/26 | MIT |
| 367 |
Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22) |
1.6K | 220 | 07/26/26 | MIT |
| 368 |
Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization
Mathematics is not difficult: 'Linear Algebra Made Easy' in two volumes, 66 topics in total; feedback welcome. |
3.3K | 575 | 05/01/26 | Other |
| 369 |
lathe
Generate hands-on, multi-part technical tutorials on demand, with LLM skills tuned to make content approachable. Then you work through them yourself, by hand ✋ |
1.7K | 47 | 08/03/26 | MIT |
| 370 |
PythonPark
Python open-source 'Self-taught Programming' project: nanny-level tutorials including AI lab, curated videos, data structures, learning guide, ML/DL practice, web scraping, big-tech interview experience, programmer life, and resource sharing. |
11.7K | 1.7K | 11/26/24 | Other |
| 371 |
graph-fraud-detection-papers
A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources |
1.9K | 298 | 06/29/26 | Other |
| 372 |
AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱 |
3.0K | 615 | 05/11/26 | Other |
| 373 |
hanzi-writer
Chinese character stroke order animations and practice quizzes |
4.9K | 725 | 12/31/25 | MIT |
| 374 |
Paper-Notes
Thousands of AI, LLM, NLP, CV top conference paper breakdowns, each read in 5 minutes. |
1.7K | 74 | 08/02/26 | Other |
| 375 |
yt-channels-DS-AI-ML-CS
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc. |
1.6K | 159 | 07/19/26 | Other |
| 376 |
langchain-course
A project-based course repository for developing AI agents using LangChain v1+ and LangGraph: search agents, RAG systems, reflection agents, and code interpreters. |
1.6K | 3.1K | 07/30/26 | Apache-2.0 |
| 377 |
DL-Hub
50 notes on LLMs and large models, covering machine learning, deep learning, computer vision, natural language processing, and web scraping with hands-on projects. |
1.1K | 66 | 08/30/26 | MIT |
| 378 |
bayesian-machine-learning
Notebooks about Bayesian methods for machine learning |
1.9K | 474 | 07/12/26 | Apache-2.0 |
| 379 |
dailypaper-skills
用Agent skills打造我的论文流水线 |
1.2K | 97 | 08/23/26 | Apache-2.0 |
| 380 |
NL2SQL_Handbook
This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners. |
1.6K | 97 | 07/28/26 | Other |