KOUDA-AMINE's repositories
plato
A federated learning framework to support scalable and reproducible research
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
DisPFL
[ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
VeriFL
VERIFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning
MLDL-Federated-Learning
implementation of several algorithms in the Federated Learning setting
PruneFL
This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".
Communication-efficient-federated-continual-learning
Communication-efficient federated continual learning
FL-BNN
Code for paper ``Communication-Efficient Federated Learning with Binary Neural Networks'', submitted to JSAC 2021
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)
examples
TensorFlow examples
Overlap-FedAvg
Official Pytorch implementation of "Communication-Efficient Federated Learning with Compensated Overlap-FedAvg"
models
Models and examples built with TensorFlow
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
federated-1
A framework for implementing federated learning
openfl
An open framework for Federated Learning.
federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
alexnet-pytorch
Pytorch Implementation of AlexNet
FedMD_clean
FedMD: Heterogenous Federated Learning via Model Distillation
leaf
Leaf: A Benchmark for Federated Settings
PacmanDQN
Deep Reinforcement Learning in Pac-man
fair_flearn
Fair Resource Allocation in Federated Learning (ICLR '20)
Awesome-Federated-Learning
Federated Learning Library: https://fedml.ai
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
gravity.optimizer
Deep Learning Gravity Optimizer Source Code Repository
Federated-Learning-and-Split-Learning-with-raspberry-pi
SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
FedML-IoT
FedML-IoT: Federated Learning on IoT Devices (supported by FedML framework)