model_adapter#

Backend adapters for experiment model fitting and prediction.

Functions

build_coords(coeffs, n_obs, *[, treated_units])

Build the standard PyMC coordinate dict for regression experiments.

make_model_adapter(model, *, ...)

Resolve, validate, and wrap a model in a backend adapter.

Classes

ModelAdapter

Experiment-agnostic wrapper around a CausalPy statistical backend.

PyMCModelAdapter

Adapter for PyMCModel backends.

SklearnModelAdapter

Adapter for sklearn RegressorMixin backends.