Detailed API

Here, we provide detailed documentation for many of the functions that you may find useful when using MRExo. They are organized into the following modules:

• fit_nd.py

  Contains the main user-facing function for fitting the model.

• mle_utils_nd.py

  Contains most of the heavy-lifting functions for implementing the model.

• aic_nd.py

  Contains the functions for running the degree selection using AIC.

• cross_validate_nd.py

  Contains the functions for running the degree selection using cross-validation.

• utils_nd.py

  Contains some utility functions (including for logging outputs).