Pinned Repositories
FedAIoT
[DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
GPT-FL
The offical implementation of GPT-FL: Generative Pre-Trained Model-Assisted Federated Learning
FedIoT
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
CS_567_Signature
FedAudio
[ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks
FedIoT
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection
FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
Pun-Rebus-Art-Benchmark
The offical benchmark implementation for Chinese Pun Rebus Art Dataset
secretflow
A unified framework for privacy-preserving data analysis and machine learning
zhang-tuo-pdf's Repositories
zhang-tuo-pdf/FedAudio
[ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks
zhang-tuo-pdf/Pun-Rebus-Art-Benchmark
The offical benchmark implementation for Chinese Pun Rebus Art Dataset
zhang-tuo-pdf/CS_567_Signature
zhang-tuo-pdf/FedIoT
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection
zhang-tuo-pdf/FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
zhang-tuo-pdf/FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
zhang-tuo-pdf/secretflow
A unified framework for privacy-preserving data analysis and machine learning
zhang-tuo-pdf/Simple_FL_Simulator
Simple PyTorch implentation of the FedAvg algorithm in FL Simulation Framework
zhang-tuo-pdf/slurp
Repository for SLURP paper
zhang-tuo-pdf/zhang-tuo-pdf
Config files for my GitHub profile.