Pinned Repositories
Data_Structures_Demo_for_Undergraduate_Education
Data_Structures_Demo_for_Undergraduates_in_NNU
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
FL-Datasets-for-HAR
Four Federated learning datasets for Human Activity Recognition
HAR-Dataset-Preprocess
PFL-Non-IID
The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.
PFL-Non-IID-baselines
small-volcano
small-volcano.github.io
卜灿的个人主页
test_git
small-volcano's Repositories
small-volcano/Data_Structures_Demo_for_Undergraduate_Education
Data_Structures_Demo_for_Undergraduates_in_NNU
small-volcano/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
small-volcano/FL-Datasets-for-HAR
Four Federated learning datasets for Human Activity Recognition
small-volcano/HAR-Dataset-Preprocess
small-volcano/PFL-Non-IID
The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.
small-volcano/PFL-Non-IID-baselines
small-volcano/small-volcano
small-volcano/small-volcano.github.io
卜灿的个人主页
small-volcano/test_git