All Algorithms implemented in Python

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

Repo for external large-scale work

A Python toolbox for performing gradient-free optimization

Solving the Traveling Salesman Problem using Self-Organizing Maps

Meridian is an MMM framework that enables advertisers to set up and run their own in-house models.

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

DoubleML - Double Machine Learning in Python

Difference-in-Differences causal inference in Python. Callaway-Sant'Anna, Synthetic DiD, Honest DiD, event studies. sklearn-like API, validated against R.

Matched Markets is a Python library for design and analysis of Geo experiments using Matched Markets and Time Based Regression.

Sample codes that allows to fetch different Reach and Frequency curves from the Facebook Marketing API.