UpGrade

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Framework for adding A/B testing to education applications

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<p align="center"><a href="https://www.upgradeplatform.org"><img src="assets/upgrade-logo.png" width="40px" alt="Upgrade - Open Source A/B Testing & Feature Flagging Tool" /><img src="assets/upgrade-logo-name.png" width="150px" alt="Upgrade - Open Source A/B Testing & Feature Flagging Tool" /></a></p>
<p align="center"><b>Open Source A/B Testing & Feature Flagging Tool</b></p>

UpGrade is an open-source platform designed to support large-scale A/B testing in EdTech web applications. This combined repository provides tools and resources to integrate A/B testing frameworks into your client software. Learn more at www.upgradeplatform.org.

## Features

- 🆎 **A/B Testing**: Implement randomized field trials within EdTech software for impactful analysis of learning.
- 🏫 **Group Random Assignment**: Assign conditions by group such as school, teacher, or class.
- 🚩 **Feature Flagging**: Experiment-based feature flagging.
- 📊 **Segmentation**: Segmentation for inclusion/exclusion of participant groups.
- ➿ **Factorial Experiments**: Support for factorial experiment designs.
- ♊ **Stratified Random Sampling**: Sampling from subpopulations for proportional weighting.
- ⏫ **Scalability**: Designed to support large-scale experiments.
- 🔃 **Integration**: Easily integrates with EdTech applications.
- 💻 **SDKs**: We have SDKs for [Java](https://github.com/CarnegieLearningWeb/UpGrade/tree/dev/clientlibs/java), [Javascript](https://github.com/CarnegieLearningWeb/UpGrade/tree/dev/clientlibs/js) and [Python](https://github.com/CarnegieLearningWeb/UpGrade/tree/dev/clientlibs/python).

![Java](https://img.shields.io/badge/java-%23ED8B00.svg?style=for-the-badge&logo=openjdk&logoColor=white) &nbsp;&nbsp; ![JavaScript](https://img.shields.io/badge/javascript-%23323330.svg?style=for-the-badge&logo=javascript&logoColor=%23F7DF1E) &nbsp;&nbsp; ![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54)

https://github.com/CarnegieLearningWeb/UpGrade/assets/33730817/86d72930-9fab-4949-a2ba-3e480a3cdf7e

## Documentation

Find detailed documentation for UpGrade at [UpGrade Documentation](https://upgrade-platform.gitbook.io/docs/).

A 'quick start' guide can be found here: [Quick Start with Docker](https://upgrade-platform.gitbook.io/docs/developer-guide/usage-guide)

## How to Contribute

Contributions are always welcome! If you're interested in improving UpGrade, please create a PR to add your Github Profile in the contributors list. Please refer the [Contributors](https://github.com/CarnegieLearningWeb/UpGrade/blob/dev/CONTRIBUTORS.md) file for the details of the trech stack we have used.

If you like this Repo, Please click the :star: !!!

## License

This project is licensed under the BSD-3-Clause License - see the [LICENSE](https://github.com/CarnegieLearningWeb/UpGrade/blob/main/LICENSE) file for details.

## Support

For an overview of the UpGrade platform, please visit [UpGrade Platform](https://www.upgradeplatform.org/).

## Acknowledgments

- Thanks to all the contributors who have helped build UpGrade.

#### Contributors:

---

![Built with Science](http://ForTheBadge.com/images/badges/built-with-science.svg)

## Jenkins Documentation

- [Upgrade Frontend and Backend Documentation](https://carnegielearning.atlassian.net/wiki/spaces/RP/pages/3937402881/Jenkins)

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