Filtering and Transforming Cosine Similarity Scores from Large Matrix Calculations Using Pandas Dataframes and Scikit-learn's Cosine Similarity Function

Efficiently Computing Cosine Similarity: A Performance-Critical Task Using Vectorized Computations with NumPy and SciPy