from_dist_to_loss: Function to transform a distritbution layer output into a...

In deepregression: Fitting Deep Distributional Regression

Function to transform a distritbution layer output into a loss function

Description

Function to transform a distritbution layer output into a loss function

Usage

from_dist_to_loss(
  family,
  ind_fun = function(x) tfd_independent(x),
  weights = NULL
)

Arguments

family	see ?deepregression
ind_fun	function applied to the model output before calculating the log-likelihood. Per default independence is assumed by applying tfd_independent.
weights	sample weights

Value

loss function

deepregression documentation built on Jan. 18, 2023, 1:11 a.m.