Xinyi Shang's repositories
Accelerated-Federated-Learning-Over-MAC-in-Heterogeneous-Networks
SCAFFOLD and FedAvg implementation
cifar100coarse
Build PyTorch CIFAR100 using coarse labels
classifier-balancing
This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
EasyCV
An all-in-one toolkit for computer vision
FedNova
PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
FedProx
Federated Optimization in Heterogeneous Networks
hub-recsys
A python library contain classic algorithms and deep models on recommender system
knn-per
Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
MovieRecommendation
UserCF和ItemCF协同过滤推荐算法的实现
recommendation_model_master
自己学习推荐系统过程中用到的代码
robustness
Corruption and Perturbation Robustness (ICLR 2019)
ScaffoldFL
implementation of scaffold and fedprox for federated learning
shangxinyi.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes