{"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"],"last_verified":"Tue May 26","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":1.7,"avg_import_s":0,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/fastdigest/compatibility"}}