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A python library for federated learning supporting consortium scale deployment.

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digicatapult/dc-federated

The dc_federated Package

Welcome! This repo contains the python federated learning library that has been developed at Digital Catapult, by the AI/ML team and the engineering team in London. It has been designed to research, experiment with and demo federated learning, and to deploy consortium scale (~ 1000 workers) federated learning applications. Please start here for the full documentation.

If you are interested in contributing to the code, please see Digital Catatpult's contributing guidline. The changelog for the project can be found here. If you have any questions, please get in touch with one of the code-owners.

The current version of the project is 1.0.0b1.

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A python library for federated learning supporting consortium scale deployment.

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