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This is a library for summarizing the results of ab tests

Project description

ABC Exp Toolkit

ABC Exp Toolkit is a Python library for building event funnels, calculating conversions and visualizing results.

Installation

pip install abc_exp_toolkit

import  abc_exp_toolkit

Features

  • FunnelBuilder — step-by-step funnel construction. Support for multi-events per step.

Statistics:

  • compute_step_stats - z-test (two-sided and one-sided hypotheses) and p-value with Bonferroni correction

Synthetic Data:

  • generate_synthetic_funnel - generate data for using the funner with different features

Quick Start

You can find examples here

Project details


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