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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