Classifying Arrythmia from 12 Lead ECG recordings
Our Dataset is Arrythmi in Children and Adults from PhysioNet. To download the dataset use the command
wget -r -N -c -np https://physionet.org/files/leipzig-heart-center-ecg/1.0.0/
this will save the dataset to the physionet.org directory in your current directory
Create a virtual environment in python using the tool of your choice. For example:
python -m venv venv
source venv/bin/activate # Will need to change if on windows!Then install all dependencies listed in the requirements file.
pip install -r requirements.txt
The necessary files to work with the dataset can be found here.
- To regenerate them run
scripts/combine_dataset.py
- Pass the –help flag it will explain the parameters