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autoencoder-based-communication-system

Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/

automatic-modulation-classification

Some Code for Master Thesis - Research on Deep Learning Based Modulation Recognition Technologies

claude

End-to-end learning of optical communication systems

commsurvey

This is the repository for the collection of surveys and reviews in communication and networking domains.

compressed-sensing

A couple of simple compressed sensing examples, based on examples from the notes of the excellent Computational Methods for Data Analysis course on Coursera taught by Nathan Kutz.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

deep-learning-channel-estimation

Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.

deepcom

[NOT OFFICIAL VERSION] Communication Algorithms via Deep Learning. Paper: https://arxiv.org/abs/1805.09317

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

digital-signal-processing-lecture

Digital Signal Processing - Theory and Computational Examples

digitalpredistortion

Digital pre-distortion calculation using amplifier data.

end2end_gan

Conditional GAN based End-to-End Communication System

genetic-algorithm

遗传算法 - Matlab

github-chinese-top-charts

:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。

gmmnlse-solver-final

Solves the GMMNLSE in MATLAB for pulse propagation in multimode fiber, with an efficient GPU implementation

gnn-communication-networks

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

hands-on-ml

https://hml.boyuai.com

introml

Python tutorials for introduction to machine learning

lihang-code

《统计学习方法》的代码实现

machinelearningalgorithm

一些常用的机器学习算法实现

metropolis-hastings-gans

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)

newbinggogo-magicurl-java

NewBingGoGo java实现的魔法链接服务。

ofdm--sto-cfo

OFDM synchronization technology, including symbol time offset(STO) and carrier frequency offset (CFO)

ofdm-gan

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

pcs-research-intership

Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship

phy-layer-security-ml

qampy

QAMpy is a DSP chain for the simulation and equalisation of optical communications signals