Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
914 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 601 |
awesome-latex-drawing
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX. |
2.0K | 191 | 05/26/25 | MIT |
| 602 |
web-skills
A visual overview of useful skills to learn as a web developer |
7.6K | 715 | 04/19/24 | Other |
| 603 |
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial |
17.7K | 3.9K | 04/21/22 | Apache-2.0 |
| 604 |
Efficient-LLMs-Survey
[TMLR 2024] Efficient Large Language Models: A Survey |
1.3K | 100 | 06/23/25 | Other |
| 605 |
lit
Literature for the self-taught AI practitioner! 📚 |
1.9K | 552 | 05/29/25 | Other |
| 606 |
machinelearning-samples
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET. |
4.7K | 2.7K | 07/27/24 | MIT |
| 607 |
AI-Programmer
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149 |
1.1K | 263 | 07/23/25 | Other |
| 608 |
gans-in-action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks |
1.0K | 423 | 07/23/25 | MIT |
| 609 |
EduChat
(通用基座模型，GPU部署，数据清理) 致敬: LLaMA, MOSS, BELLE, Ziya, vLLM |
967 | 109 | 07/18/25 | Other |
| 610 |
spacy-course
👩🏫 Advanced NLP with spaCy: A free online course |
2.4K | 379 | 02/07/25 | MIT |
| 611 |
jailbreak_llms
[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts). |
3.8K | 328 | 12/24/24 | MIT |
| 612 |
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow. |
7.5K | 2.0K | 03/24/24 | Unlicense |
| 613 |
Tianji
Creating socially savvy large language models | Covering prompt engineering, RAG, Agent, and LLM fine-tuning tutorials |
1.8K | 157 | 04/29/25 | Apache-2.0 |
| 614 |
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation. |
7.7K | 1.1K | 03/14/24 | Other |
| 615 |
ai-agents-masterclass
Follow along with my AI Agents Masterclass videos! All of the code I create and use in this series on YouTube will be here for you to use and even build on top of! |
3.4K | 1.3K | 01/14/25 | MIT |
| 616 |
build-nanogpt
Video+code lecture on building nanoGPT from scratch |
5.5K | 885 | 08/13/24 | Other |
| 617 |
reflexion
[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning |
3.2K | 317 | 01/14/25 | MIT |
| 618 |
ML-Course-Notes
🎓 Sharing machine learning course / lecture notes. |
6.7K | 888 | 05/16/24 | Other |
| 619 |
MiniMind-in-Depth
轻量级大语言模型MiniMind的源码解读，包含tokenizer、RoPE、MoE、KV Cache、pretraining、SFT、LoRA、DPO等完整流程 |
1.2K | 89 | 06/16/25 | Other |
| 620 |
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook |
6.2K | 2.4K | 05/23/24 | MIT |