{"library":"madoka","type":"library","category":null,"description":"Madoka is a Python library that provides a memory-efficient implementation of the CountMin Sketch probabilistic data structure, based on the Madoka C++ library. It's designed for estimating frequencies of items in a data stream with limited memory. The current version is 0.7.2.1, and releases occur infrequently, primarily for maintenance or updates to the underlying C++ library.","language":"python","status":"active","version":"0.7.2.1","tags":["data-structures","countmin-sketch","probabilistic-data-structures","memory-efficient","streaming"],"install":[{"cmd":"pip install madoka","imports":["from madoka import Sketch","import madoka"]}],"homepage":null,"github":"https://github.com/ikegami-yukino/madoka-python","docs":null,"changelog":null,"pypi":"https://pypi.org/project/madoka/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.6,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/madoka/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Tue Jun 30","last_verified":"Tue Jun 30","next_check":"Thu Jul 30","install_tag":null}}