wuh90

sparc_public

Implementation of Sparse Regression Codes (SPARCs)/Sparse Superposition Codes for communications over the AWGN channel.

aff3ct

A fast simulator and a library dedicated to the channel coding.

capacity-approaching-autoencoders

Repository with the code on autoencoders and mutual information

CCMI

Classifier based mutual information, conditional mutual information estimation; conditional independence testing

Channel_Estimation_cGAN

Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Deep-learning-for-LDPC-decoding

We provide a Deep learning method for LDPC decoding

Deep_Learning_Based_Power_Control

Discrete-TaskOriented-JSCC

DT-JSCC: discrete joint source-channel coding for task-oriented communication with digital modulation

ganhacks

starter from "How to Train a GAN?" at NIPS2016

InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

LDPC-like-Decoding-of-Polar-Codes

see paper "Sparse Graphs for Belief Propagation Decoding of Polar Codes"

MIMO_OFDM

《MIMO-OFDM无线通信技术及MATLAB实现》随书源码

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

ot-gan

Code for the paper "Improving GANs Using Optimal Transport"

Polar

C and MATLAB implementation for Polar encoding and decoding

polar-code

matlab simulation for polar code

polar-codes

A library for polar codes in Python.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

quantizedfeedback

Learning of a communication system over a binary feedback channel

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

Reinforcement-Learning-for-Wireless

Some simulations for wireless RL

Reverse-Jensen_MI_estimation

Estimation of Mutual Information based on a reverse Jensen inequality approach

Short-Polar-Codes

My experiments with polar codes for short blocklength

sparc-amp

SPARC AMP Decoder

StackGAN

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习