maryamhsnv Goto Github PK

analog-beamforming-v2i

includes DFT codebook

antenna-selection-and-beamforming-with-bandb-and-ml

Machine learning accelerated Branch and Bound for Joint beamforming and antenna selection

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-masked-autoencoders

A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

correlation-gnn

Correlated Graph Neural Networks

cost2100

This is the COST2100 channel model, a MATLAB implementation of a spatially consistent radio channel model for MIMO and Massive MIMO communication. Originally developed within COST 2100 (http://www.cost2100.org/) and then further extended in COST IC 1004 (http://www.ic1004.org/) and COST CA15104 IRACON (http://www.iracon.org/)

daily_arxiv

Using GitHub Action to collect paper list with publicly available source code in the daily arxiv

ddqn_beamselection

Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays

few-shot-gnn

fruit-api

A Universal Deep Reinforcement Learning Framework

generative-adversarial-networks-gans--resources

Scenarios, tutorials and demos for GANs

gnn-communication-networks

This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

gnn-in-rs

super_important

gnn-resource-management

gnnetworkingchallenge

RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)

hybridprecodingmassivemimo

Low-complexity hybrid precoding in massive mulituser MIMO systems, IEEE Wireless Communications Letters

hybridprecodingopt

Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0

jointdesigninmmwavecellfreenetworks

Submitted paperwork

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mmwave-mu-mimo

The project represents the main code for the proposed cross-layer Dynamic sub-array scheduling for 5G applications, in collaboration with Mathworks inc.

mscproject-2018-19

MSc individual research project - equivalent to postgraduate thesis.

multi-armed-bandits-papers

"At some point we have to give up and say that's just the way it is. Or, not give up and push on."― Leonard Susskind,

multiple_antenna_communications

This repository contains the slides (in Powerpoint and PDF formats) for the course Multiple Antenna Communications, used 2021. Video recordings of all the slides (with voice over by Emil Björnson) can be found on YouTube.

paper-with-code-of-wireless-communication-based-on-dl

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

pennylane

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

reggnn

Regression Graph Neural Network (regGNN) for cognitive score prediction.

resilient_rrm_gnn

Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions on Signal Processing)

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.