{"library":"pyextremes","type":"library","category":null,"description":"A Python library for Extreme Value Analysis (EVA) of time series data. It implements methods for block maxima (BM) and peak-over-threshold (POT) approaches, including fitting, diagnostic plots, and return value estimation. Current stable version is 2.5.0; release cadence is irregular with occasional major/minor updates.","language":"python","status":"active","version":"2.5.0","tags":["extreme-value-analysis","statistics","time-series","evt"],"last_verified":"Sun Jun 07","install":[{"cmd":"pip install pyextremes","imports":["from pyextremes import get_extremes","from pyextremes import fit_extreme","from pyextremes import plot"]}],"homepage":null,"github":null,"docs":null,"changelog":null,"pypi":null,"npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":null}