API#

Modules#

bass

Bass model.

clv

CLV models and utilities.

customer_choice

Customer Choice module.

deserialize

Deserialize into a PyMC-Marketing object.

hsgp_kwargs

Class to store and validate keyword argument for the Hilbert Space Gaussian Process (HSGP) components.

metrics

Evaluation Metrics.

mlflow

MLflow logging utilities for PyMC models.

mmm

Marketing Mix Models (MMM).

model_builder

Base class responsible of the high level API for model building, fitting saving and loading.

model_config

Model configuration utilities.

model_graph

Functions to manipulate PyMC models as graphs.

plot

Plot distributions stored in xarray.DataArray across coordinates.

prior

Class that represents a prior distribution.

utils

Utility functions for PyMC Marketing.