{"library":"runstats","type":"library","category":null,"description":"RunStats is an Apache2 licensed Python module for computing online statistics and linear regression in a single pass. It is designed for efficiently processing large data streams or generators where previous values are not retained, making it suitable for long-running systems. The library, currently at version 2.0.0, is actively maintained and provides numerically stable calculations for various statistical measures and regression coefficients. [1, 2, 3]","language":"python","status":"active","version":"2.0.0","tags":["statistics","online algorithms","regression","stream processing","numerical stability","data science"],"install":[{"cmd":"pip install runstats","imports":["from runstats import Statistics","from runstats import Regression","from runstats import ExponentialStatistics"]}],"homepage":"http://www.grantjenks.com/docs/runstats/","github":"https://github.com/grantjenks/python-runstats","docs":"http://www.grantjenks.com/docs/runstats/","changelog":null,"pypi":"https://pypi.org/project/runstats/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":2.3,"avg_import_s":0,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/runstats/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}