wenzhi fang's repositories
FedZO
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning
Differential-Privacy-for-Heterogeneous-Federated-Learning
Differentially Private Federated Learning on Heterogeneous Data
Accelerated-Federated-Learning-Over-MAC-in-Heterogeneous-Networks
SCAFFOLD and FedAvg implementation
WSR-maximization-for-RIS-system
This repository contains the source codes for the paper ``Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks'' in IEEE Transactions on Wireless Communications.
Reproducible-Deep-Compressive-Sensing
Collection of reproducible deep learning for compressive sensing
awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
GNNPapers
Must-read papers on graph neural networks (GNN)
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
simulation-of-a-simplified-elevator
A simple simulation to elevator
Tinyhttpd
Tinyhttpd 是J. David Blackstone在1999年写的一个不到 500 行的超轻量型 Http Server，用来学习非常不错，可以帮助我们真正理解服务器程序的本质。官网:http://tinyhttpd.sourceforge.net
FCN-pytorch-easiest
trying to be the most easiest and just get-to-use pytorch implementation of FCN (Fully Convolutional Networks)
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
elevator-simulation
elevator
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
tutorials
机器学习相关教程
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
DensePose
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body