Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
988 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 801 |
aigc
《构筑大语言模型应用:应用开发与架构设计》一本关于 LLM 在真实世界应用的开源电子书,介绍了大语言模型的基础知识和应用,以及如何构建自己的模型。其中包括Prompt的编写、开发和管理,探索最好的大语言模型能带来什么,以及LLM应用开发的模式和架构设计。 |
1.7K | 186 | 01/23/24 | Other |
| 802 |
PPLM
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models. |
1.2K | 203 | 02/20/24 | Apache-2.0 |
| 803 |
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning |
20.2K | 4.3K | 05/20/20 | MIT |
| 804 |
CVND_Exercises
Exercise notebooks for CVND. |
760 | 671 | 03/12/24 | MIT |
| 805 |
best_AI_papers_2021
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code. |
2.9K | 237 | 10/18/23 | MIT |
| 806 |
tensor-house
A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more. |
1.5K | 511 | 01/24/24 | Apache-2.0 |
| 807 |
EventExtractionPapers
A list of NLP resources focused on event extraction task |
579 | 92 | 03/20/24 | MIT |
| 808 |
machine-learning-yearning-cn
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著 |
7.8K | 1.5K | 10/06/22 | Other |
| 809 |
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning |
6.4K | 730 | 01/24/23 | Other |
| 810 |
around-dataengineering
A Data Engineering & Machine Learning Knowledge Hub |
1.1K | 222 | 02/02/24 | Other |
| 811 |
edx-dl
A simple tool to download video lectures from edx.org (and other openedx sites) |
2.0K | 629 | 10/11/23 | LGPL-3.0 |
| 812 |
understand-prompt
AI exploration and summary based on my skills in programming, drawing, and writing: Stable Diffusion generates images from an image; ChatGPT generates articles from a topic; GitHub Copilot accelerates coding. Note: contains images unsuitable for minors. |
5.6K | 440 | 03/11/23 | Other |
| 813 |
data-centric-ai
Resources for Data Centric AI |
1.1K | 120 | 12/13/23 | Apache-2.0 |
| 814 |
nlp-paper
NLP papers with reading notes, model reproductions, and data processing (code in TensorFlow and PyTorch) |
1.3K | 188 | 01/05/24 | Apache-2.0 |
| 815 |
growth-ebook
Growth Engineering: The Definitive Guide。全栈增长工程师指南 |
7.8K | 1.2K | 08/25/22 | Other |
| 816 |
ILearnDeepLearning.py
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action. |
1.4K | 462 | 12/10/23 | MIT |
| 817 |
dev-practice
Practice your skills with these ideas. |
1.6K | 129 | 10/17/23 | MIT |
| 818 |
awesome_LLMs_interview_notes
LLMs interview notes and answers:该仓库主要记录大模型(LLMs)算法工程师相关的面试题和参考答案 |
1.3K | 330 | 12/14/23 | MIT |
| 819 |
NLP_Quickbook
NLP in Python with Deep Learning |
606 | 232 | 01/31/24 | MIT |
| 820 |
Transformers-for-NLP-2nd-Edition
Comprehensive guide to transformer models from BERT to GPT-4, with hands-on fine-tuning, training, and prompt engineering examples. |
966 | 362 | 01/04/24 | MIT |