# Tisha-runwal/Personalized-Federated-Learning-for-Privacy--Preserving-and-Scalable-IoT-Driven-Smart-Healthcare

<https://repo.masters-masters.com/repos/Tisha-runwal/Personalized-Federated-Learning-for-Privacy--Preserving-and-Scalable-IoT-Driven-Smart-Healthcare>

[Accueil](https://repo.masters-masters.com/) › [Tisha-runwal](https://repo.masters-masters.com/owners/Tisha-runwal) › [Personalized-Federated-Learning-for-Privacy--Preserving-and-Scalable-IoT-Driven-Smart-Healthcare](https://repo.masters-masters.com/repos/Tisha-runwal/Personalized-Federated-Learning-for-Privacy--Preserving-and-Scalable-IoT-Driven-Smart-Healthcare)

Tisha-runwal/Personalized-Federated-Learning-for-Privacy--Preserving-and-Scalable-IoT-Driven-Smart-Healthcare, dépôt open source à 266 étoiles sur GitHub…

| Champ | Valeur |
| --- | --- |
| Propriétaire | [Tisha-runwal](https://repo.masters-masters.com/owners/Tisha-runwal) |
| Étoiles | 266 |
| Forks | 3 |
| Langage | [Python](https://repo.masters-masters.com/languages/python) |
| Licence | MIT |
| Création | 2026 |
| Sujets | differential-privacy, fastapi, federated-learning, iot-healthcare, machine-learning, maml, meta-learning, privacy-preserving, pytorch, react |
| Rang | [Alpha (250 à 699 ★)](https://repo.masters-masters.com/ranks/b_movie) |
| Voir sur GitHub | [Tisha-runwal/Personalized-Federated-Learning-for-Privacy--Preserving-and-Scalable-IoT-Driven-Smart-Healthcare](https://github.com/Tisha-runwal/Personalized-Federated-Learning-for-Privacy--Preserving-and-Scalable-IoT-Driven-Smart-Healthcare) |

## Fiche du dépôt

A Personalized Federated Learning (PFL-HCare) framework for IoT healthcare. Features MAML meta-learning, Differential Privacy (RDP), and gradient quantization for efficiency. Includes a React/FastAPI dashboard for real-time monitoring.

Rang des dépôts qui ont 250 à 699 ★ sur GitHub. Probabilité publiée par carte tirée : 20 %. Rareté : Peu commune.

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Données : GitHub · Illustration dessinée par RepoMasters à partir de l’identifiant du dépôt et de la couleur de son langage.