Module: train_and_evaluate.py

from sklearn.metrics import silhouette_score
 
def train_and_evaluate(model, X):
    """
    Train and evaluate a clustering model.
 
    Parameters:
        model: The instantiated clustering model instance.
        X (pd.DataFrame): Feature dataset for clustering.
 
    Returns:
        model: Trained model instance.
        dict: Evaluation metrics such as Silhouette Score.
    """