Found by comparing what the projects do, not just their names.
Federated learning analysis
An open-source project exploring Federated Learning model updates and their rank structure using data from various datasets.
Federated Learning Algorithm
This project presents an approach to federated learning with partial client participation by optimizing anchor selection for improving model accuracy and convergence.
Fed learning library
An implementation of a federated learning method for personalized models on non-iid datasets.
Federated learning framework
Develops and evaluates federated learning algorithms for personalizing machine learning models across heterogeneous client data distributions.
Federated Learning Toolkit
Provides tools and APIs for designing, scheduling, and running federated machine learning jobs in a secure and efficient manner.
Federated learning algorithm
A project implementing Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning
Federated learning algorithm
An implementation of Bayesian network structure learning with continuous optimization for federated learning.
Federated Clustering Library
An implementation of a federated clustering approach with an unlearning mechanism to improve data privacy and security in distributed machine learning
LLM collaborator
A framework for collaborative training of large language models in a privacy-preserving manner
Decentralized optimizer
A modular JAX implementation of federated learning via posterior averaging for decentralized optimization
Federated learning model
A Python implementation of Personalized Federated Learning with Graph using PyTorch.
Federated Learning Framework
A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities.
Federated learning system
An implementation of federated submodel averaging (FedSubAvg) to enable collaborative learning across decentralized devices or users.
ML library
An in-memory machine learning library that provides an idiomatic Scala API for building and deploying machine learning models.
Federated learner
An open-source software framework for unsupervised federated learning via clustering and self-supervised learning.