DistRegBuilder

class liesel.liesel.distreg.DistRegBuilder

Bases: liesel.liesel.model.ModelBuilder

A model builder for distributional regression models.

Methods

add_groups(*groups)	Adds node groups to the model builder.
add_nodes(*nodes)	Adds nodes to the model builder.
add_np_smooth(X, K, a, b, predictor[, name])	Adds a non-parametric smooth to the model builder.
add_p_smooth(X, m, s, predictor[, name])	Adds a parametric smooth to the model builder.
add_predictor(name, inverse_link)	Adds a predictor to the model builder.
add_response(response, distribution)	Adds the response to the model builder.
all_nodes()	Returns a list of all unique nodes that will be part of the model, including the nodes from the groups and the inputs.
build()	Builds the model, including the inputs.

Attributes

groups	A list of node groups to be added to the model.
nodes	A list of nodes to be added to the model.
response	The response node.