Sparse Dot Top-N

sparse-dot-topn is a Python package designed to accelerate sparse matrix multiplication followed by the selection of the top-N results. It significantly reduces memory footprint and improves performance for operations common in tasks like large-scale string comparison and entity matching. Developed by ING Wholesale Banking Advanced Analytics, it is currently at version 1.2.0 and receives regular updates with a focus on performance and Python version compatibility.