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Bayesian posterior calculation and visualization for most available conjugated prior. Allows to analyse AB test.

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MilaimKas/PyBayesAB

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Bayesian AB test package

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Bayesian posterior calculation, visualization and analysis for AB test. Includes only data distribution for which a conjugated prior is available.

Currently available data type:

  • Poisson data with gamma prior and posterior
  • Bernoulli data with beta prior and posterior
  • Normal data with both mean and standard deviation unknown with normal gamma prior and posterior

Available soon:

  • Exponential data
  • Pareto data
  • Multinomial (categorical) data
  • Gamma data

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Bayesian posterior calculation and visualization for most available conjugated prior. Allows to analyse AB test.

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