Aaron Le (Tung Giang) 's starred repositories
uav_bs_ctrl
Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".
awesome-gnn-systems
A list of awesome GNN systems.
Graph-Neural-Network-in-wireless-communication-Papers
This repository contains list of publications on the application of Graph Neural Network in Wireless Communication
Resilient_RRM_GNN
Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions on Signal Processing)
depth-semantic-fully-conv
PyTorch Implementation for CS231N Course Project - "Fully Convolutional Network for Depth Estimation and Semantic Segmentation"
Knowledge-Distillation-Paper
This resposity maintains a collection of important papers on knowledge distillation (awesome-knowledge-distillation)).
ML-AndrewNg
Notebooks from the Machine Learning Specialization
pytorch_geometric
Graph Neural Network Library for PyTorch
Physics-Informed-Neural-Networks
Investigating PINNs
pytorch-beginner
pytorch tutorial for beginners
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
CRNOMA_DDPG
A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems
IRS-relaying
Simulation code for “Intelligent Reflecting Surface vs. Decode-and-Forward: How Large Surfaces Are Needed to Beat Relaying?,” by Emil Björnson, Özgecan Özdogan, Erik G. Larsson, IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 244-248, February 2020.