human
1 Support Vector Machine (the crazy bit of machine learning)
1.1 Data Extraction and Transformation

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Give me a the Python code you requested?
assistant
#Here is the Python code you requested.
def get_data(file_path, xLabel, yLabel):
    data = loadmat(file_path)
    X = data[xLabel]
    y = data[yLabel]
    return X, y

# def get_β(n_variables):
#     β = np.zeros(n_variables)
#     return β

X, y = get_data(file_path_1, 'X', 'y')
print(X.shape)
print(y.shape)