FedGen

Similar projects

Found by comparing what the projects do, not just their names.

• xjiajiahao/federated-minimax2

  Decentralized ML framework

  A framework for developing and testing decentralized machine learning algorithms

• daizhongxiang/federated-neural-bandits4

  Decentralized algorithm

  An implementation of a decentralized algorithm for online decision-making in multiple agents

• yutong-dai/fednh38

  Federated Learning Framework

  An implementation of a federated learning framework for handling data heterogeneity in decentralized settings

• zhuohangli/ggl58

  Gradient Attack Method

  Researchers develop an attack method to measure the effectiveness of federated learning privacy defenses by generating leakage in gradients

• yuetan031/fedproto134

  Federated learning library

  An implementation of federated learning with prototype-based methods across heterogeneous clients

• zhenqincn/fedapen12

  Federated Learning Engine

  An implementation of cross-silo federated learning with adaptability to statistical heterogeneity

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

  An algorithm for Federated Learning with heterogeneous data, designed to optimize deep neural networks and improve performance

• xiyuanyang45/dynamicpfl57

  Federated learning method

  A method for personalizing machine learning models in federated learning settings with adaptive differential privacy to improve performance and robustness

• haozzh/fedcr19

  Federated Learning Framework

  Evaluates various methods for federated learning on different models and tasks.

• anshuman73/deml-golem43

  Decentralized ML platform

  A proof-of-concept implementation of decentralized machine learning on top of the Golem architecture

• pengyang7881187/fedrl56

  Federated Learning

  Enabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data

• idanachituve/pfedgp32

  Federated Learning Library

  An implementation of Personalized Federated Learning with Gaussian Processes using Python.

• sungwon-han/fedx69

  Federated Learning Algorithm

  An unsupervised federated learning algorithm that uses cross knowledge distillation to learn meaningful data representations from local and global levels.

• hongliny/fco-icml2112

  Federated Optimization Library

  This code repository provides an implementation of Federated Composite Optimization for decentralized machine learning

• atuannguyen/fedsr26

  Federated Learning Method

  An implementation of a domain generalization method for federated learning using Python and PyTorch