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Data

Download and transform a subset of the Icentia11k dataset into the required format.

Requirements

  • install the requirements

shfmt

pip install -r requirements.txt

Download and Transform

  1. Create two folders: raw_data and data
  2. Open the terminal and run:

shfmt

python etl.py

The raw_data folder contains the raw signals as provided by PhysioNet, while transformed_data contains the data ready to be deployed on the mobile devices to perform federated learning experiments.