federated

Similar projects

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

• 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.

• yuetan031/fedproto134

  Federated learning library

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

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

  This project enables federated learning across partially class-disjoint data with curated bilateral curation.

• lins-lab/fedbr25

  Federated Learning Algorithm

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

• pengyang7881187/fedrl56

  Federated Learning

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

• mediabrain-sjtu/feddisco68

  Federated learner

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

• mediabrain-sjtu/feddg-ga43

  Domain generalization method

  This project presents a method for federated domain generalization with adjustment, allowing multiple models to learn from each other across different domains.

• idanachituve/pfedgp32

  Federated Learning Library

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

• haozzh/fedcr19

  Federated Learning Framework

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

• xjiajiahao/federated-minimax2

  Decentralized ML framework

  A framework for developing and testing decentralized machine learning algorithms

• jinheonbaek/fed-pub45

  Federated Learning Framework

  Personalized Subgraph Federated Learning framework for distributed machine learning

• shams-sam/fedoptim14

  Federated learning analysis

  An open-source project exploring Federated Learning model updates and their rank structure using data from various datasets.

• ibm/fl-arbitrary-participation4

  FL analysis

  Analyzes Federated Learning with Arbitrary Client Participation using various optimization strategies and datasets.

• 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.

• google/fedjax254

  Federated learner simulator

  A library that provides an easy-to-use framework for simulating federated learning algorithms