sleepysss's repositories
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
Labs-Federated-Learning
Accenture Labs Federated Learning
pytorch-apple-silicon
Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
FedAvg-FedProx
Implemented FedAvg & FedProx: Decentralized Optimization Algorithms for Neural Networks for an Image Classification Task- Distributed Optimization and Learning(DOL) Course Project
FedShare
PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
FedProx-PyTorch
PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
fedavg
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561