Xiaoyu's starred repositories
Channel_Estimation_cGAN
Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN
Keras-Attention
这个仓库主要包含了LSTM、卷积神经网络中,注意力机制的实现。
yolov4-tiny-keras
这是一个YoloV4-tiny-keras的源码,可以用于训练自己的模型。
Spectrum-Sensing
Using signal processing based features to train and validate machine-learning algorithms to improve spectrum sensing and related problems in cognitive radios.
learning-mmse-est
Julia code for the paper "Learning the MMSE Channel Estimator"
CRNOMA_DDPG
A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems
Machine_learning_for_spectrum_sensing
Four Machine_learning_methods_for_spectrum_sensing
faster-rcnn-pytorch
这是一个faster-rcnn的pytorch实现的库,可以利用voc数据集格式的数据进行训练。
score-based-channels
Source code for paper "MIMO Channel Estimation using Score-Based Generative Models", published in IEEE Transactions on Wireless Communications.
D-AMP_Toolbox
This package contains the code to run Learned D-AMP, D-AMP, D-VAMP, D-prGAMP, and DnCNN algorithms. It also includes code to train Learned D-AMP, DnCNN, and Deep Image Prior U-net using the SURE loss.
ChannelNet
Implementation of the paper "Deep Learning-Based Channel Estimation"
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Data-Science-Notes
数据科学的笔记以及资料搜集
linux-matlab
Linux下安装Matlab
Python-100-Days
Python - 100天从新手到大师