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AdiVarma27/pyAB

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pyAB

pyAB is a Python package for Bayesian & Frequentist A/B Testing.

Features:

Bayesian A/B Test:

  • Conduct quick experiments to check for winning variant with additional prior information (Beta Distribution parameters).
  • Try different evaluation metrics (Uplift Ratio, Uplift Difference & Uplift Percent Gain) & vary number of mcmc simulations.
  • Visualize & inspect Uplift Density & Cumulative Density distributions.

Frequentist A/B Test: