Pinned Repositories
bluefog
Distributed and decentralized training framework for PyTorch over graph
dataRisk-detection-resources
dataRisk-detection-resources，数据安全风险监测资料收集，收集不易，欢迎star。
ditto
Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
Ditto-1
federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
FedFA
The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted by IEEE TMC.
FedIMA
The open-source code of our paper: ''Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data'', accepted by IEEE TMC.
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
FedTorch
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
non_iid_dml
TailinZhou's Repositories
TailinZhou/FedFA
The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted by IEEE TMC.
TailinZhou/FedIMA
The open-source code of our paper: ''Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data'', accepted by IEEE TMC.
TailinZhou/bluefog
Distributed and decentralized training framework for PyTorch over graph
TailinZhou/dataRisk-detection-resources
dataRisk-detection-resources，数据安全风险监测资料收集，收集不易，欢迎star。
TailinZhou/ditto
Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
TailinZhou/Ditto-1
TailinZhou/federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
TailinZhou/FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
TailinZhou/FedTorch
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
TailinZhou/non_iid_dml
TailinZhou/openai_proxy_llalal
TailinZhou/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
TailinZhou/pytorch-tutorial
PyTorch深度学习快速入门教程（绝对通俗易懂！）