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Xingyu Zhou's starred repositories

consistency_models

Official repo for consistency models.

Language:PythonMIT6032 60 51

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

Language:PythonMIT1024 38 14

sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Language:PythonNOASSERTION694 40 183

Papers-of-Robust-ML

Related papers for robust machine learning

563 43 1

ppuda

Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)

Language:PythonMIT482 21 4

GNN-Communication-Networks

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

370 180

SEU-Beamer-Slide

东南大学幻灯片模板（豪华版）:clipboard:

Language:TeXGPL-3.0292 4 4

LDPC

C and MATLAB implementation for LDPC encoding and decoding

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GNN4Com

Language:Jupyter Notebook89 40

Sequential-RNN-Decoder

Sequential RNN Decoder Code for 'Communication Algorithms via Deep Learning' ICLR paper

Language:Python61 7 1

keras-flops

FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)

Language:PythonMIT49 1 7

ldpc-3gpp-matlab

Matlab simulations of the encoder and decoder for the New Radio LDPC code from 3GPP Release 15

Language:MATLABGPL-3.043 80

RF-Diffusion

Language:PythonGPL-3.042 1 4

ambient-tweedie

[ICML 2024]: Official implementation for the paper: "Consistent Diffusion Meets Tweedie"

Language:PythonGPL-3.03800

firefly-monte-carlo

Implementation of an algorithm for Markov chain Monte Carlo with data subsampling

Language:PythonMIT29 230

gadMCMC

Gradient-based Adaptive Markov chain Monte Carlo

Language:MATLAB2800

ota-gan-mimo-ce

Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"

Language:MATLABMIT26 10

massiveMIMOdetection

Simple massive MIMO simulator that includes several data-detectors

Language:MATLAB26 40

GNN-based-MIMO-Detection

Language:Python22 30

EP4IDD

This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding

Language:MATLAB19 20

CG-OAMP-NET

Language:Python19 2 2

InferencePGMbyGNN

A Tensorflow implementation of the paper https://arxiv.org/pdf/1803.07710.pdf

Language:Python14 1 1

Langevin-MIMO-detector

Massive MIMO detector based on an annealed version of the Unadjusted Langevin Algorithm (ULA)

Language:Jupyter NotebookGPL-3.013 10

SMS

Sampling via Moment Sharing

Language:MatlabMIT11 70

random-tree-parallel-MCMC

PART: a fast algorithm for aggregating MCMC sub-chain samples

Language:MATLABMIT9 30

Quantized_Channel_Estimation

Implementation of the Paper "Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models".

Language:Python6 10

YALDPC

Yet another LDPC MATLAB/MEX Toolkit

Language:MATLABBSD-3-Clause4 10

gap

Source Code and Demo for the GAP Symbol Detection Algorithm

Language:Jupyter NotebookMIT3 40

GNN-enhanced-EP-for-Turbo-MIMO

Language:Python3 10

fastmixingHMC_public

supporting simulation code for the paper "Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients"

Language:Jupyter Notebook200