{"library":"sparse-dot-topn","type":"library","category":null,"description":"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.","language":"python","status":"active","version":"1.2.0","tags":["sparse matrix","matrix multiplication","top-n","similarity","performance","scientific computing","machine learning"],"install":[{"cmd":"pip install sparse-dot-topn","imports":["from sparse_dot_topn import sp_matmul_topn","from sparse_dot_topn import sp_matmul","from sparse_dot_topn import zip_sp_matmul_topn"]}],"homepage":null,"github":"https://github.com/ing-bank/sparse_dot_topn","docs":null,"changelog":null,"pypi":"https://pypi.org/project/sparse-dot-topn/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":7.5,"avg_import_s":0.97,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/sparse-dot-topn/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}