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Federated Model Aggregation's Core Functionality

Project description

FMA-Core

The FMA-Core component is a collection of building blocks use for agnostically building an FMA service. Algorithms and workflows are agnostic in the sense that users can build their own algorithms/workflows and use them in the FMA Service.

Quick start

For installation:

pip install fma-core

Testing

Inside a virtualenv:

make install
make test

For testing and coverage reports:

make test-and-coverage

FMA-Algorithms

A sub-part of FMA-Core is FMA-Algorithms. This component is an agnostic implementation of the model aggregation function for the FMA service.

FMA-Workflows

FMA-Workflow is the principal component of the service: gluing together the aggregator, api, model, and metadata connectors for the various parts of the service to communicate with each other.

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