JSChalmers

DeepLearning_MIMO

AE-Based-WDM-Transceivers

claude

End-to-end learning of optical communication systems

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

MMNet

Physics-Informed-NN-ODE-PDE-solutions

vae-equalizer

This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an AWGN channel and a linear optical dual-polaization channel. Additionally, state-of-the-art equalizers are implemented as reference.

VAE_sandbox

Play time!

VQ-VAE-based-equalizer

Open source code for VQ-VAE-based blind channel equalizer