{"repo":"tlentali/leab","free":true,"listed":false,"github":"https://github.com/tlentali/leab","clone":"git clone https://github.com/tlentali/leab.git","description":"📈🔍 Lets Python do AB testing analysis.","language":"Python","stars":75,"topics":["python","data-science","data-analysis","ab-testing","analysis","analytics","statistics","abtest"],"license":"BSD-3-Clause","category":"analytics","readme_excerpt":"le AB is a Python library for AB testing analysis. ⚡️ Quick start Before launching your AB test, you can compute the needed sample size per variation : After reaching the needed sample size, you can compare means obtained from A VS B : 🛠 Installation 🐍 You need to install Python 3.12 or above. Installation can be done by using pip . There are wheels available for Linux , MacOS , and Windows . You can also install the latest development version as so: 🥄 Philosophy \" Life is a sum of all our choices. \" Albert Camus Get ready to take a decision ! AB testing has never been more popular, especially on Internet based companies. Even if each test is unique, some questions seem to be asked again and again : - when is my test going to be statistically significant ? - is A more successful than B ? - does A generate more than B ? Strong statistical knowledge are required to handle it from start to end correctly. To answer those questions in a simple and robust way, we built le AB . Lets Python do AB testing analysis ! 🔥 Features Here are some benefits of using Le AB : - Sample size : How many subjects are needed for my AB test ? - Test duration : How many days are needed for my AB test ? - Rate of success : Does the rate of success differ across two groups ? - Average value : Does the average value differ across two groups ? 🔗 Useful links - Documentation - API reference - Issue tracker 🙏 Thanks This project takes its inspiration from Evan Miller great work, especially the followi","default_branch":null,"files":null,"tree":[],"storefront":"/r/tlentali","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tlentali/leab/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}