Pingouin

Pingouin is an open-source statistical package written in Python 3 and based mostly on Pandas and NumPy. It provides a comprehensive yet user-friendly set of functions for various statistical tests, including ANOVAs, correlations, regressions, Bayes Factors, effect sizes, and reliability analysis. The current stable version is 0.6.1, and the library maintains a frequent release cadence with ongoing development.