create_family {deepregression}

R Documentation

Function to create (custom) family

Description

Function to create (custom) family

Usage

create_family(tfd_dist, trafo_list, output_dim = 1L)

Arguments

tfd_dist	a tensorflow probability distribution
trafo_list	list of transformations h for each parameter (e.g, exp for a variance parameter)
output_dim	integer defining the size of the response

Value

a function that can be used by tfp$layers$DistributionLambda to create a new distribuional layer

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