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Flower ⭐ 3,545

Flower: A Friendly Federated Learning Framework

Kaapana ⭐ 135

Kaapana (from the hawaiian word kaʻāpana, meaning “distributor” or “part”) is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging.

Ibond Flex ⭐ 50

FLEX (Federated Learning EXchange，FLEX) protocol is a set of standardized federal learning agreements designed by Tongdun AI Research Group。

Asynchronous Federated Learning ⭐ 49

Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)

Blockchainforfederatedlearning ⭐ 45

Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.

Fedbiomed ⭐ 28

A collaborative learning framework for empowering biomedical research

Federated Learning ⭐ 12

Related material on Federated Learning

Skin Cancer Classifier ⭐ 6

Skin cancer classification demo using Federated Learning techniques

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