fedlearner

bytedance/feddecorr64

Federated Learning Algorithms

Implementation of various federated learning algorithms to mitigate dimensional collapse in heterogeneous federated learning environments

xjiajiahao/federated-minimax2

Decentralized ML framework

A framework for developing and testing decentralized machine learning algorithms

microsoft/0xdeca10b559

Machine Learning Framework

A framework for hosting and training machine learning models on a blockchain, enabling secure sharing and prediction without requiring users to pay for data or model updates.

gingsmith/fmtl130

Federated Learning Framework

A framework for collaborative learning across multiple tasks and datasets in a distributed manner

wenkehuang/fccl97

Federated Learning Framework

A framework for tackling heterogeneity and catastrophic forgetting in federated learning by leveraging cross-correlation and similarity learning

samsung/veles905

ML framework

A distributed machine learning platform for rapid Deep learning application development

lxcnju/fedrepo175

Federated learning framework

An open-source repository implementing various federated learning algorithms with source code for multiple deep learning applications.

somnibyte/mlkit152

ML framework

A framework for implementing machine learning algorithms in Swift to make it easier for developers to incorporate ML into their projects.

sethjuarez/numl431

ML framework

Provides a set of reusable C# components for building machine learning models in .NET

omarfoq/fedem157

Federated learning framework

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

cdipaolo/goml1.6K

ML framework

A Go library that provides an online machine learning framework with various algorithms and models

federatedai/fate-llm166

LLM collaborator

A framework for collaborative training of large language models in a privacy-preserving manner

litian96/ditto138

Federated Learning Framework

A framework for personalized federated learning to balance fairness and robustness in decentralized machine learning systems.

dual-grp/fedu_fmtl16

Federated ML framework

An implementation of federated multi-task learning with laplacian regularization across various datasets

ibm/federated-learning-lib500

Federated Learning Framework

A framework for collaborative distributed machine learning in enterprise environments.