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5g-nr-polar

A 3GPP 5G NR compliant Polar code library, which is a slight modification of https://github.com/robmaunder/polar-3gpp-matlab.

5g-nr-sphere-decoding

Matlab Implenmentation of 5G NR MIMO Sphere Decoder

adaptivefilter

This rep contains awesome adaptive filter algorithms in 3 classic books.

anfic

ANFIC: Image Compression Using Augmented Normalizing Flows

awesome-mac

 Now we have become very big, Different from the original idea. Collect premium software in various categories.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

blog

Python机器学习算法技术博客，有原创干货！有code实践！

broadband_fewbit

The codes for the paper "Channel Estimation in Broadband Millimeter Wave MIMO Systems with Few-Bit ADCs"

ch_est_data_det_1-bit

This is a collection of MATLAB scripts to generate numerical results for the paper "Channel Estimation and Data Detection Analysis of Massive MIMO with 1-Bit ADCs," IEEE Trans. Wireless Commun. (to appear), 2021

channel-est

Bayesian Massive MIMO Channel Estimation with Parameter Estimation using Low-Resolution ADCs

channel-estimation

Simulates an FBMC and OFDM transmission over a doubly-selective channel. Allows to reproduce all figures from "Doubly-Selective Channel Estimation in FBMC-OQAM and OFDM Systems", IEEE VTC Fall, 2018

commpy

Digital Communication with Python

compressed-sensing

Testing greedy algorithms OMP and COSAMP using structured sparsity

compressed_sensing_project

L1 minimization, Orthogonal Matching Pursuit (OMP), Matching Pursuit (MP), Compressed Sampling Matching Pursuit (COSAMP), Iterative Hard Thresholding (IHT), Basic Thresholding (BT), Hard Thresholding Pursuit (HTP), Subspace Pursuit (SP), Modified FISTA algorithms

dl-massive-mimo

DL tackling Massive-MIMO problems

dl_ofdm

Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-valued Convolutional Networks

em

Notes + notebooks on EM + variational EM algorithms for Bayesian methods tutorial

expectation-maximization

Expectation-Maximization (EM) algorithm in Matlab

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

generalized-eigenvalue-problem

The code for generalized eigenvalue problem

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

highlightedcs

Popular computer science books (PDF) with highlighting :) add yours now

icassp-2023

jupyter-with-matlab

Teaching material for AM111 Introduction to Scientific Computing

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

massive-mimo-hybrid-beamforming-matlab-example

A simple example with how hybrid beamforming is employed at the transmit end of a massive MIMO communications system.

mimo-ofdm-wireless-communications-with-matlab

MATLAB Code for MIMO-OFDM Wireless Communications with MATLAB | MIMO-OFDM无线通信技术及MATLAB实现

mimo-ofdm-wireless-communications-with-matlab-1

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.

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)