PeiKaLunCi

Must-Reading-on-ISAC

Must Reading Papers, Research Library, Open-Source Code on Integrated Sensing and Communications (aka. Joint Radar and Communications, Joint Sensing and Communications, Dual-Functional Radar Communications)

BooleanFactorization

Boolean matrix factorization and noisy completion by message passing

ML-BiGAMP

Matlab code of ML-BiGAMP

Neural-recovery

EP_spikeandslab

Expectation propagation for linear Gaussian model with spike and slab priors

mMTC

spiked_matrix-tensor_T0

Solver of the gradient descent state evolution equation.

rectangular_RIE

Code for reproducing the results in "Optimal denoising of rotationally invariant rectangular matrices"

Optimal_Spectral_Methods_PR

This repository contains the code of the paper "Construction of optimal spectral methods in phase retrieval"

StructuredPrior_demo

ReplicaHMM

1Bit-CS

1-bit and multi-bit compressive sensing using approximate message passing with built-in parameter estimation

ACC2022-vmpNARMAX

Experiments and derivations for ACC2022 paper on variational message passing for online NARMAX identification.

AMP-Gr-SBL

This is the code for the AMP-Gr-SBL algorithm.

BAd_GVAMP_code

Code for "Bilinear Adaptive Generalized Vector Approximate Message Passing", IEEE Access, 2018.

C2FLRTC

Codes for the paper Coarse to Fine: Image Restoration Boosted by Multi-Scale Low-Rank Tensor Completion Strategy.

Chebyshev

A simple python module for approximating any sympy expression using the Taylor series and Chebyshev polynomials.

CNN-Aided-Factor-Graphs-with-Estimated-Mutual-Information-Features-for-Seizure-Detection-MICAL

FSOINet

GNN4Com

JADCE

P-VDAMP

The Parallel-Variable Density Approximate Message Passing (P-VDAMP) algorithm for reconstructing multi-coil MRI data

ppcs

QMRI-PnP-Recon-POC

Plug-and-Play Quantitative MRI Reconstruction using Deep Denoisers (Proof of Concept) (IEEE ISBI 2022)

rectangular_RIE

Code for reproducing the results in "Optimal denoising of rotationally invariant rectangular matrices"

StructuredPrior_demo

Subspace-Clustering

viabel

Efficient, lightweight variational inference and approximation bounds

zhao

【编程随想】整理的《太子党关系网络》，专门揭露赵国的权贵

perturbative_mean_field_matrix_factorization

Code for the paper "Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising"