{"library":"fastdigest","type":"library","category":null,"description":"Fastdigest is a Python library that provides a lightning-fast implementation of the t-digest data structure, built on Rust. It offers a lightweight suite of online statistics for streaming and distributed data, enabling accurate estimation of quantiles, CDF, trimmed mean, and more. The library is currently at version 0.12.0 and maintains an active release cadence.","language":"python","status":"active","version":"0.12.0","tags":["data-structures","statistics","t-digest","quantiles","rust","streaming-data","percentiles","online-algorithms"],"install":[{"cmd":"pip install fastdigest","imports":["from fastdigest import TDigest"]}],"homepage":null,"github":"https://github.com/moritzmucha/fastdigest","docs":null,"changelog":null,"pypi":"https://pypi.org/project/fastdigest/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.8,"avg_import_s":0,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/fastdigest/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}