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13 search results found

An open framework for Federated Learning.

Msrflute ⭐ 164

Federated Learning Utilities and Tools for Experimentation

Distributed Learning Contributivity ⭐ 48

Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.

A Comprehensive and Versatile Open-Source Federated Learning Framework

Vantage6 ⭐ 24

Docker CLI package for the vantage6 infrastructure

Burrmill ⭐ 18

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

Sparse Convex Optimization Toolkit (SCOT)

Fl4health ⭐ 11

A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings

Federated Recommendation Neural Collaborative Filtering ⭐ 10

Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.

Dw Fedavg ⭐ 10

A Federated Learning based Android Malware Classification System

Official implementation of Deep Class Incremental Learning from Decentralized Data (IEEE TNNLS 22)

A generic Federated Learning simulator!

Related Searches

Python Distributed Learning (12)

Jupyter Notebook Distributed Learning (3)

Pytorch Distributed Learning (3)

1-13 of 13 search results

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