AutoMMM v0.1.5 Release Notes
AutoMMM is an experimental open-source automodeller for feature selection in marketing mix models, designed to automate the process of building base marketing mix models and feature selection methods using Ridge Regression and the GPT-4 AI model. In this release, we've introduced a new Vector Autoregression (VAR) model feature, along with improvements to existing features.
New Features
- VARModel: The new VARModel class allows users to build, fit, and analyze Vector Autoregression (VAR) models for time series data with support for exogenous variables and impulse response functions.
Improvements
- Updated existing features for better performance and usability.
- Minor bug fixes and stability enhancements.
Installation
To install AutoMMM v0.1.5, run the following command:
pip install autoMMM==0.1.5