Module: feature_extraction.py

import pandas as pd
import numpy as np
 
def extract_features(series):
    """
    Extract statistical features from a time series.
 
    Parameters:
        series (pd.Series): Pandas Series representing the time series.
 
    Returns:
        dict: A dictionary with statistical features.
    """