Collaborative filtering(CF) recommendation algorithm is widely used because of its reasonable interpretability and simple process. However. datasets in recommendation systems have the characteristics of large scale. high sparsity and high dimensionality. https://www.spencertifieders.shop/product-category/musical-instrument-amplifiers/