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Leaf: A Benchmark for Federated Settings

Fedprox ⭐ 465

Federated Optimization in Heterogeneous Networks (MLSys '20)

FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

Fair_flearn ⭐ 121

Fair Resource Allocation in Federated Learning (ICLR '20)

Federatedandroidtrainer ⭐ 117

See new version https://github.com/mccorby/PhotoLabeller

Backdoor_federated_learning ⭐ 102

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)

Code for Federated Learning with Matched Averaging, ICLR 2020.

Pyvertical ⭐ 52

Privacy Preserving Vertical Federated Learning

Federatedlearningusingpysyft ⭐ 48

Foltr Es ⭐ 33

The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published at WSDM 2019.

Federated_pca ⭐ 27

Federated Principal Component Analysis Revisited!

Idra - Open Data Federation Platform

Common Api ⭐ 17

OpenAPI definitions for the Federated Data Sharing Common API

Federated_adaptation ⭐ 15

Salvaging Federated Learning by Local Adaptation

Federated Xgboost ⭐ 11

Federated Learning on XGBoost

Federated_shap ⭐ 10

Code for paper "Interpret Federated Learning with Shapley Values"

Federated Benchmark ⭐ 7

A Benchmark of Real-world Image Dataset for Federated Learning

Moneycount ⭐ 6

An open source mobile app to recognize and count Images of the Naira Banknote taken from the camera of a smartphone in order to assist the Visually Impaired count money.

SAFE: SPARQL Federation over RDF DataCubes with Access Control

Cordova Plugin Aws User Pool ⭐ 5

This plugin will allow a native communication with the aws userPool

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