Pinned Repositories
alexnet-pytorch
Pytorch Implementation of AlexNet
Awesome-Federated-Learning
Federated Learning Library: https://fedml.ai
CMFL
CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.
CNNs_HAR_and_HR
This repository is an artifact for the paper "CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications" submitted to the WristSense workshop as part of PerCom 2020.
Communication-efficient-federated-continual-learning
Communication-efficient federated continual learning
Communication-Efficient-Federated-Learning
deep-gradient-compression
[ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
DisPFL
[ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
KOUDA-AMINE's Repositories
KOUDA-AMINE/alexnet-pytorch
Pytorch Implementation of AlexNet
KOUDA-AMINE/Awesome-Federated-Learning
Federated Learning Library: https://fedml.ai
KOUDA-AMINE/Communication-efficient-federated-continual-learning
Communication-efficient federated continual learning
KOUDA-AMINE/Communication-Efficient-Federated-Learning
KOUDA-AMINE/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
KOUDA-AMINE/DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
KOUDA-AMINE/DisPFL
[ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
KOUDA-AMINE/examples
TensorFlow examples
KOUDA-AMINE/fair_flearn
Fair Resource Allocation in Federated Learning (ICLR '20)
KOUDA-AMINE/federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
KOUDA-AMINE/federated-1
A framework for implementing federated learning
KOUDA-AMINE/Federated-Learning-and-Split-Learning-with-raspberry-pi
SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
KOUDA-AMINE/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
KOUDA-AMINE/FedMD_clean
FedMD: Heterogenous Federated Learning via Model Distillation
KOUDA-AMINE/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)
KOUDA-AMINE/FedML-IoT
FedML-IoT: Federated Learning on IoT Devices (supported by FedML framework)
KOUDA-AMINE/FedPNS
KOUDA-AMINE/FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
KOUDA-AMINE/FL-BNN
Code for paper ``Communication-Efficient Federated Learning with Binary Neural Networks'', submitted to JSAC 2021
KOUDA-AMINE/gravity.optimizer
Deep Learning Gravity Optimizer Source Code Repository
KOUDA-AMINE/leaf
Leaf: A Benchmark for Federated Settings
KOUDA-AMINE/MLDL-Federated-Learning
implementation of several algorithms in the Federated Learning setting
KOUDA-AMINE/models
Models and examples built with TensorFlow
KOUDA-AMINE/nnUNet
KOUDA-AMINE/openfl
An open framework for Federated Learning.
KOUDA-AMINE/Overlap-FedAvg
Official Pytorch implementation of "Communication-Efficient Federated Learning with Compensated Overlap-FedAvg"
KOUDA-AMINE/PacmanDQN
Deep Reinforcement Learning in Pac-man
KOUDA-AMINE/plato
A federated learning framework to support scalable and reproducible research
KOUDA-AMINE/PruneFL
This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".
KOUDA-AMINE/VeriFL
VERIFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning