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petrosDemetrakopoulos/fall_detector_normalize_data.py

Last active October 3, 2023 21:27
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Fall Detector - Normalize data
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fall_detector_normalize_data.py
def normalize(data):
data_norm = data.copy()
columns_for_normalization = ['x_acc','y_acc','z_acc',
'x_gravity', 'y_gravity', 'z_gravity',
'x_gyro', 'y_gyro', 'z_gyro']
for column in columns_for_normalization:
data_norm[column] = (data_norm[column] - data_norm[column].mean()) / data_norm[column].std()
return data_norm
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