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Ambrosia 0.5.1 documentation

Quickstart

Installation
Ambrosia in a Nutshell
Usage

Core Functionality

Data Preprocessing
Experiment Design
Groups Splitting
- Example of the Splitter class usage for solving group splitting problem
- Overview of Ambrosia Splitter class Spark data support
Effect Measurement
- Example of the Tester class usage for evaluation of the effect
- Overview of Ambrosia Tester class Spark data support

Develop

Development
- Contributing Guide
- Security Policy
Release Notes
Authors

Usage examples

Pandas Data Examples
Spark Data Examples

Project Links

GitHub Repository
PyPI
Telegram Chat

Pandas Data Examples¶

Ambrosia data preprocessing tools overview
Ambrosia advanced metric transformation tools overview
Chain Preprocessor class overview
Example of the Designer class usage for A/B test parameters calculation
Binary metric A/B test design example using Ambrosia
Example of the Splitter class usage for solving group splitting problem
Example of the Tester class usage for evaluation of the effect
Ambrosia in action. Building a simple A/B pipeline on synthetic data
Split groups
Example of an artificial experiment with CUPED transformation

Ambrosia in action. Building a simple A/B pipeline on synthetic data

Copyright © 2022 MTS (Mobile Telesystems) Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

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