FedTree

Similar projects

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

• xtra-computing/simfl18

  Federated learning algorithm

  A C++ implementation of a federated learning algorithm for decision trees, enabling multiple parties to jointly learn from their private data without sharing it.

• xtra-computing/fedsim25

  Federated Learning Framework

  A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities.

• xtra-computing/fedov17

  Federated Learning Framework

  Develops a framework to address label skews in one-shot federated learning by partitioning data and adapting models.

• 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.

• hmgxr128/mifa_code9

  Federated Learning system

  An implementation of Fast Federated Learning under device unavailability for minimizing latency and achieving optimal convergence rates

• felisat/clustered-federated-learning160

  Federated learning framework

  An implementation of a federated learning method to optimize multiple models simultaneously while maintaining user privacy.

• ignavierng/notears-admm10

  Federated learning algorithm

  An implementation of Bayesian network structure learning with continuous optimization for federated learning.

• aiot-mlsys-lab/fedrolex61

  Federated Learning framework

  An approach to heterogeneous federated learning allowing for model training on diverse devices with varying resources.

• mediabrain-sjtu/pfedgraph26

  Federated Learning

  This project enables personalized federated learning with inferred collaboration graphs to improve the performance of machine learning models on non-IID (non-independent and identically distributed) datasets.

• dawenzi098/sfl-structural-federated-learning49

  Federated learning model

  A Python implementation of Personalized Federated Learning with Graph using PyTorch.

• xmed-lab/rscfed47

  Federated learner

  This project presents a federated semi-supervised learning approach to improve model performance on multiple datasets by leveraging random sampling consensus.

• lins-lab/fedbr25

  Federated Learning Algorithm

  An implementation of federated learning algorithm to reduce local learning bias and improve convergence on heterogeneous data

• scaleoutsystems/fedn145

  Federated Learning Framework

  An open source federated learning framework designed to be secure, scalable and easy-to-use for enterprise environments

• alibaba/federatedscope1.3K

  Federated Learning Platform

  A comprehensive platform for federated learning, providing an event-driven architecture and flexible customization for various tasks in academia and industry.

• ibm/federated-learning-lib500

  Federated Learning Framework

  A framework for collaborative distributed machine learning in enterprise environments.