statsmodels

statsmodels is a Python package offering a wide array of statistical models, hypothesis tests, and statistical data exploration tools. It provides classes and functions for the estimation of many different statistical models, including linear regression, generalized linear models, discrete choice models, and time series analysis. Currently at version 0.14.6, the library follows a loose, long time-based release cycle for its dependencies, typically updating minimal versions every one and a half to two years. [2, 3, 5, 7]