Ambrosia

Ambrosia is a Python library for A/B tests design, split and effect measurement. It provides rich set of methods for conducting full A/B testing pipeline.

The project is intended for use in research and production environments based on data in pandas and Spark format.

Key functionality

• Pilots design 🛫

• Multi-group split 🎳

• Matching of new control group to the existing pilot 🎏

• Experiments result evaluation as p-value, point estimate of effect and confidence interval 🎞

• Data preprocessing ✂️

• Experiments acceleration 🎢