Chung-ju's repositories
Federated-learning-papers
Papers related to federated learning in top conferences (2020-2024).
Coursera_DL
Implemented by Python
Data-Minimization
A repository of related papers.
Coursera_ML
Implemented by Python
cs-self-learning
计算机自学指南
FATE
An Industrial Grade Federated Learning Framework
Federated-Learning
Overview of Federal Learning
FedHome
Papers related to federated learning in top conferences (2020-2024).
FedML
FedML - The federated learning and distributed training library enabling machine learning anywhere at any scale. It's backed by FedML, Inc (https://FedML.ai). Supporting large-scale geo-distributed training, cross-device federated learning on smartphones/IoTs, cross-silo federated learning on data silos, and research simulation. Best Paper Award at NeurIPS
MIMIC-topic
This is a paper collection on medical tasks constructed using MIMIC dataset.
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.