luoqu's repositories
Autoencoding-Graph-for-Document-Clustering
ML Reproducibility Challenge - Autoencoding Keyword Correlation Graph for Document Clustering
awesome-rl
Reinforcement learning resources curated
Books
运维之道
Cell-free-OTFS
Cell-free Massive MIMO Meets OTFS Modulation
Channel_Estimation_cGAN
Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN
ChannelCodingProjectList
List of open source channel coding projects and libraries.
CNN4CE
Source codes of the article "Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems" in IEEE JSTSP
communication-Based-on-DL
https://github.com/zhuwenxing/Paper-with-Code-of-Wireless-communication-Based-on-DL.git
Deep-learning-for-LDPC-decoding
We provide a Deep learning method for LDPC decoding
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
DeepIM
Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Diffusion_channel_est
Source code of the Paper "Diffusion-Based Generative Prior for Low-Complexity MIMO Channel Estimation"
End2End_GAN
Conditional GAN based End-to-End Communication System
Factor-Graph-Neural-Network
Factor Graph Neural Network
GraphNeuralNetwork
《深入浅出图神经网络：GNN原理解析》配套代码
Iterative-BP-CNN
The codes reproduce the research of our work in our JSTSP paper "An Iterative BP-CNN Architecture for Channel Decoding under Correlated Noise"
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reinforcement-Learning-for-Wireless
Some simulations for wireless RL
Reverse-Jensen_MI_estimation
Estimation of Mutual Information based on a reverse Jensen inequality approach
RIS-Codes-Collection
A Collection Contains Some Codes for RIS(IRS) Papers.
wcl_mds_scma_codeboks
Media for the paper "A Multistage Method for SCMA Codebook Design Based on MDS Codes"