FedProto

Similar projects

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

• 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.

• 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.

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• federatedai/fate-client3

  Federated Learning Toolkit

  Provides tools and APIs for designing, scheduling, and running federated machine learning jobs in a secure and efficient manner.

• aiot-mlsys-lab/fedrolex61

  Federated Learning framework

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

• codepothunter/fednp6

  Federated Learning Framework

  A framework for non-IID federated learning via neural propagation

• lunanbit/fedul33

  Federated Learning Approach

  This project presents an approach to federated learning that leverages unsupervised techniques to adapt models to unlabeled data without requiring labels.

• diaoenmao/heterofl-computation-and-communication-efficient-federated-learning-for-heterogeneous-clients155

  Federated Learning Library

  An implementation of efficient federated learning algorithms for heterogeneous clients

• yutong-dai/fednh38

  Federated Learning Framework

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

• mediabrain-sjtu/feddisco68

  Federated learner

  A federated learning framework with discrepancy-aware collaboration for decentralized data training

• 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.

• atuannguyen/fedsr26

  Federated Learning Method

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

• 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

• omarfoq/fedem157

  Federated learning framework

  Develops and evaluates federated learning algorithms for personalizing machine learning models across heterogeneous client data distributions.