dadaguai007's repositories
GNN-Communication-Networks
This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
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.
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.
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
End2End_GAN
Conditional GAN based End-to-End Communication System
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
Hands-on-ML
https://hml.boyuai.com
lihang-code
《统计学习方法》的代码实现
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)
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
QAMpy
QAMpy is a DSP chain for the simulation and equalisation of optical communications signals
Research-Process
Channel Estimation
Robochameleon
A matlab coding framework and component library for simulation and experimental analysis of optical communication systems
Same-Size-K-Means
A k-means variation that produces clusters of the same size utilizing the scikit-learn API and related utilities
sionna
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
SP_Lib
Signal processing method and algorithm library