tensorflow-federated-learning

Here are 12 public repositories matching this topic...

securefederatedai / openfl

An Open Framework for Federated Learning.

python machine-learning deep-learning distributed-computing openfl secure-computation collaborative-learning federated-learning distributed-learning privacy-preserving-machine-learning federated-learning-framework fedavg fedprox pytorch-federated-learning tensorflow-federated-learning keras-federated-learning federated-analytics federated-deep-learning fedcurv fedopt

Updated Nov 28, 2024
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alexcaselli / Federated-Learning-for-Human-Mobility-Models

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Thanks to the proliferation of smart devices, such as smartphones and wearables, which are equipped with computation, communication and sensing capabilities, a plethora of new location-based services and applications are available for the users at any time and everywhere. Understanding human mobility has gain importance to offer better services …

human-mobility federated-learning tensorflow-federated-learning

Updated Feb 23, 2021
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nepiskopos / simple_ids_with_tff

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Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the TensorFlow Federated framework.

docker machine-learning cybersecurity intrusion-detection federated-learning tensorflow-federated-learning

Updated Nov 24, 2022
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luke-who / Federated-Learning-Project

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A project that investigated, designed and evaluated different methods to reduce overall up-link communication (client -> server) during federated learning

deep-learning google-cloud-platform federated-learning communication-efficient tensorflow-federated-learning

Updated Jan 19, 2023
Python

habiburrahman-mu / federated-learning-implementation

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Implementations of Federated Learning - Machine Learning on Decentralized Data.

tensorflow decentralization federated-learning tff tensorflow-federated-learning

Updated Jan 11, 2021
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eyp / federated-learning-simulation

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Simulation of a Federated Learning scenario using Tensorflow Federated

federated-learning tensorflow-federated-learning

Updated Nov 8, 2020
Python

Lando-L / ocd-detection

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The aim of this project is to make the assessment and treatment of OCD more accessible and effective.

tensorflow personalization human-activity-recognition ocd obsessive-compulsive federated-learning tensorflow-federated-learning

Updated Mar 18, 2023
Python

vaniseth / Federated-Learning

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Implementation of Federated Learning using Graph Neural Networks

cnn-keras federated-learning graphneuralnetwork tensorflow-federated-learning

Updated Dec 28, 2022
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DeepHiveMind / Federated-Learning_simplified

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🔥 Federated Learning Simplified with Frameworks

ai deep-learning flower federated-learning pysyft nvidia-clara tensorflow-federated-learning nvflare

Updated Jun 21, 2021

JoseRicoCct / Capstone_MScData_Sept23_SB

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Capstone project for Master of Science in Data Analytics at CCT college. Title Federated Learning: Evaluating Popular Frameworks and Developing a Cross-Client Horizontal Server.