Starred repositories
Code and resources on scalable and efficient Graph Neural Networks
Efficient Deep Learning Systems course materials (HSE, YSDA)
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Wel…
A curated list for Efficient Large Language Models
✨✨Latest Advances on Multimodal Large Language Models
This is a list of interesting papers and projects about TinyML.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Incremental Learning of Gaussian Mixture Models (IGMM)
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Preparation links and resources for system design questions
A resource to help you pass system design interview and become good at work 👇
Learn Domain-Driven Design, software architecture, design patterns, best practices. Code examples included
Learn System Design concepts and prepare for interviews using free resources.
System design interview for IT companies
Learn how to design systems at scale and prepare for system design interviews
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
A collection of machine learning examples and tutorials.
📺 Discover the latest machine learning / AI courses on YouTube.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
💫 Industrial-strength Natural Language Processing (NLP) in Python
List of projects related to Natural Language Processing (NLP) that make a geek smile for they exist
Projects and useful articles / links
A collection of the the best ML and AI news every week (research, news, resources)
An open-source academic paper management tool.
Sioyek is a PDF viewer with a focus on textbooks and research papers