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Pipeline for the processing of heart rate data from raw ECG signals towards HRV features. For more details see HUBII

How to use

For importing the model in your project, you can use the following code:

# Imports
from huggingface_hub import hf_hub_download
import joblib

# Define parameters
REPO_ID = "hubii-world/ECG2HRV"

# Load the model
model = joblib.load(
    hf_hub_download(repo_id=REPO_ID, filename=FILENAME)

Example usage of the model:

# ecg should be a 1D numpy array with the ECG signal
hrv_features = model(input_data=ecg, frequency=100.0)
# returns hrv_features in a dictionary with the feature names as keys
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