mmm#

Marketing Mix Models (MMM).

Modules

base

Base class for Marketing Mix Models (MMM).

budget_optimizer

Budget optimization module.

causal

Causal identification class.

components

Components for media transformation in the MMM model.

constraints

Constraints for the BudgetOptimizer.

evaluation

Evaluation and diagnostics for MMM models.

fourier

Fourier seasonality transformations.

hsgp

HSGP components.

lift_test

Adding lift tests as observations of saturation function.

linear_trend

Linear trend using change points.

media_transformation

Module for applying media transformations to media data.

mmm

Media Mix Model class.

plot

Deprecated module for plotting functions.

preprocessing

Preprocessing methods for the Marketing Mix Model.

transformers

Media transformation functions for Marketing Mix Models.

tvp

Time Varying Gaussian Process Multiplier for Marketing Mix Modeling (MMM).

utility

Utility functions for Bayesian optimization.

utils

Utility functions for the Marketing Mix Modeling module.

validating

Validating methods for MMM classes.