core.posterior_models.build_model.build_model_from_kwargs

core.posterior_models.build_model.build_model_from_kwargs(
    filename=None,
    settings=None,
    **kwargs,
)

Returns a PosteriorModel based on a saved network or settings dict.

The function is careful to choose the appropriate PosteriorModel class (e.g., for a normalizing flow, flow matching, or score matching).

Parameters

Name	Type	Description	Default
filename	str	Path to a saved network (.pt).	None
settings	dict	Settings dictionary.	None
kwargs		Arguments forwarded to the model constructor.	{}

Returns

Name	Type	Description
	PosteriorModel