index.rst

Welcome to ABacus documentation!

ABacus is a Python library developed for A/B experimentation and testing. It includes versatile instruments for different experimentation tasks like experiment design, sample size determination, results evaluation, visualisation and reporting.

Important features

• Experiment design: type I/II errors, effect size, sample size simulations.
• Groups splitting.
• A/A test and evaluation of splitter accuracy.
• Evaluation of experiment results with various statistical tests and approaches.
• Sensitivity increasing techniques like CUPED, CUPAC.

Note

This project is under active development.

usage/installation usage/experiment_initialization usage/experiment_evaluation usage/splitter usage/mde_researcher

tech/auto_ab tech/splitter tech/resplitter tech/mde_researcher

Examples

For more details, see the examples.

Communication

Developers and authors:

• Vadim Glukhov
• Egor Shishkovets
• Dmitry Zabavin