twosampyle is a minimalist Python module for testing two sample (A/B) tests. It was created with the following design objectives:
Ease of use:
twosampylehas a uniform API and all statistical tests share the same methods and attributes. Think of something along the lines of sci-kit learn's API, but for statistical tests instead of machine learning.
twosampyleonly includes functionality that you'll need, and (in its current form) only incudes the following methods:
Getting Started: Testing with
twosampyle currently includes the following statistical tests:
- `PermTest()`: Implementation of the classic permutation test. - `PermutedChiSquare()`: Nonparametric implementation of the chisquare test for independence.
- `ttest`: - `Chisquare`:
- `BayesianAB`: Bayesian A/B Test
As state previously, each test contains the following methods