Generate bootstrapped confidence intervals for A/B testing in Python.

Sequential Sample Ratio Mismatch(SRM) Test

Robust Graphical Methods For Group Comparisons

Simulation files for Schultzberg & Ankargren blogpost 2023

Replication code for Precision-based designs for sequential randomized experiments

Monte Carlo simulations of several different multi-armed bandit algorithms and a comparison with classical statistical A/B testing

notebooks on methods for causal inference

Course on how to write clean, maintainable and scalable code on Python

RecSys Library

[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender

Course on recommender systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2022-2023.

Machine Learning course for MSU

AB test calculator run through Streamlit

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Python library for Multi-Armed Bandits

Active inference implementation of dynamic multi-armed bandits

This dataset contains information on default payments, demographic factors, credit data, history of payment, and bill statements of credit card clients in Taiwan from April 2005 to September 2005.

Open Machine Learning course

A simple to use AB testing framework that lets anyone perform bayesian data analysis

Package for mixture sequential probability ratio test

Bayesian A/B testing

Курс по матстату для онлайна :)

All code examples from article ...

Ambrosia is a Python library for A/B tests design, split and result measurement