Beast code in Giters

xnnjw's starred repositories

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

Language:Jupyter NotebookApache-2.05163 61 28

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Language:PythonMIT2913 47 162

DPIR

Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

Language:PythonMIT639 10 23

sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

Language:Jupyter NotebookMIT513 34 42

DAN

This is an official implementation of Unfolding the Alternating Optimization for Blind Super Resolution

Language:Python231 5 49

modl

MoDL: Model-Based Deep Learning Architecture for Inverse Problems

Language:Python166 7 11

DCDicL_denoising

Official implementation of Deep Convolutional Dictionary Learning for Image Denoising.

Language:Python134 40

Book PDF and simulation code for the monograph "Foundations of User-Centric Cell-Free Massive MIMO" by Özlem Tugfe Demir, Emil Björnson and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2021.

Language:MATLAB104 6 3

OneNet

One Network to Solve Them All

Language:PythonGPL-3.085 3 2

BSBL-FM

A fast implementation of the Block Sparse Bayesian Learning algorithm

Language:MATLAB62 2 2

deep-jsense

Code for Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization

Language:PythonMIT28 3 2

MMV-AMP-Algorithm-for-Massive-Connectivity-with-Massive-MIMO

This code is for paper: L. Liu and W. Yu, "Massive connectivity with massive MIMO-Part I: Device activity detection and channel estimation," IEEE Trans. Signal Process., vol. 66, no. 11, pp. 2933-2946, Jun. 2018. and L. Liu and W. Yu, "Massive connectivity with massive MIMO-Part II: Achievable rate characterization," IEEE Trans. Signal Process., vol. 66, no. 11, pp. 2947-2959, Jun. 2018.

Language:MATLAB24 4 1

grant-free

Simulation code for “Clustering-Based Activity Detection Algorithms for Grant-Free Random Access in Cell-Free Massive MIMO,” by U. K. Ganesan, E. Björnson and E. G. Larsson, IEEE Transactions on Communications, vol. 69, no. 11, pp. 7520-7530, November 2021

Language:MATLAB16 40

SparseBayes-Python

Python translation of Mike TIpping's SparseBayes MATLAB program

Language:PythonGPL-2.013 4 4

RobustSBL

Language:MATLABMIT1200

Beijing-Multi-Site-Air-Quality-Data-Data-Set

The present project aims to predict air pollution in Beijing, China, using the data set "Beijing Multi-Site Air-Quality Data Data Set"

Language:Jupyter NotebookGPL-3.09 20

Transformer_Music

Language:Jupyter Notebook8 10

R1BCS

Robust one bit Bayesian Compressive Sensing with Sign Flip Errors

Language:MATLAB8 20

ADMMSoftmax

Language:MATLAB8 30

LAGD

Language:Python8 10

Tuning_free_PnP_HSI_deconvolution

Codes for the paper "Tuning-free Plug-and-Play Hyperspectral Image Deconvolution with Deep Priors" (T-GRS 2023).

Language:PythonMIT8 10

ROLCP

[IEEE ICASSP 2021] "A fast randomized adaptive CP decomposition for streaming tensors". In 46th IEEE International Conference on Acoustics, Speech, & Signal Processing, 2021.

Language:MATLABMIT7 10

Flux-Y-Beamer

Beamer template based on Flux-beamer

Language:TeX7 10

MLBF

Language:Python6 10

conf-mc

Conformalized matrix completion

Language:Jupyter Notebook6 20

mmv-activity-and-random-access

Language:MATLABGPL-3.05 10

distributed-AMP

Simulation code for "Activity detection in distributed MIMO: distributed AMP via likelihood ratio fusion" by Jianan Bai and Erik G. Larsson, IEEE Wireless Communications Letters, 2022.

Language:MATLABGPL-2.04 10

Unrolled-Half-Quadratic

Source code of unrolled half-quadratic method and comparisons

Language:PythonMIT2 10

xnnjw