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Python code for the book 'Wireless Communications and Machine Learning' by Le Liang, Shi Jin, and Geoffrey Ye Li

Python 16 5 Updated Oct 7, 2024

IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces

Python 115 21 Updated Sep 28, 2023

Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events

Python 16 8 Updated Nov 8, 2020

This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in heterogenous networks. The model is basd on deep-Q-network (DQN…

Python 69 21 Updated Jul 9, 2020

Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication

Python 112 30 Updated Apr 2, 2021
Jupyter Notebook 3 Updated Dec 10, 2021

Official repository for Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum Allocation

12 Updated May 29, 2024

Self-Attention Graph Pooling [ICML-2019]

Python 9 2 Updated Apr 19, 2024

Heterogeneous Graph Neural Network

Python 1,123 223 Updated May 6, 2020

RL-Wireless: Reinforcement learning-based resource allocation in wireless networks

Python 30 5 Updated Oct 26, 2024

Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications

Python 54 12 Updated Aug 17, 2023

This repository contains list of publications on the application of Graph Neural Network in Wireless Communication

17 2 Updated Nov 5, 2024

A graph transformer-based approach for drug-target interaction prediction

Python 10 1 Updated Jan 31, 2024
Python 6 2 Updated Jul 15, 2022

Graphormer Based Protein Sequence Design

Python 24 4 Updated Feb 2, 2024
Python 17 7 Updated Sep 7, 2021

[ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)

Python 104 11 Updated Jul 25, 2023

Do Transformers Really Perform Bad for Graph Representation? [NIPS-2021]

Python 39 7 Updated Oct 28, 2024

Microsoft Graphormer (https://arxiv.org/abs/2106.05234) rewritten in Pytorch-Geometric

Python 143 17 Updated Apr 25, 2024

📝A simple and elegant markdown editor, available for Linux, macOS and Windows.

JavaScript 49,089 3,603 Updated Aug 18, 2024

一个收集C/C++新手学习的入门项目,整理收纳开发者开源的小项目、工具、框架、游戏等,视频,书籍,面试题/算法题,技术文章。

C++ 6,366 802 Updated May 20, 2024

😏国内外计算机的优秀课程,包含MIT、CMU等世界CS名校,🔥🔥其中包含计算机基础学科(操作系统、计算机网络、编译器、数据库、数据结构与算法等)以及人工智能&AI等高级科目,欢迎通过PR形式贡献!

1,392 169 Updated Apr 18, 2023

Best Practices, code samples, and documentation for Computer Vision.

Jupyter Notebook 9,649 1,190 Updated Feb 16, 2024

Bringing Old Photo Back to Life (CVPR 2020 oral)

Python 15,410 2,045 Updated Oct 26, 2023

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 29,117 6,059 Updated Feb 13, 2025

A browser based code editor

JavaScript 41,924 3,698 Updated Feb 4, 2025

24 Lessons, 12 Weeks, Get Started as a Web Developer

JavaScript 86,953 12,974 Updated Mar 10, 2025

12 Weeks, 24 Lessons, IoT for All!

C++ 15,743 2,474 Updated Feb 13, 2025
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