prepare_input_list_model: Function to prepare input list for fit process, due to...

In deepregression: Fitting Deep Distributional Regression

Function to prepare input list for fit process, due to different approaches

Description

Function to prepare input list for fit process, due to different approaches

Usage

prepare_input_list_model(
  input_x,
  input_y,
  object,
  epochs = 10,
  batch_size = 32,
  validation_split = 0,
  validation_data = NULL,
  callbacks = NULL,
  verbose,
  view_metrics,
  early_stopping
)

Arguments

input_x	output of prepare_data()
input_y	target
object	a deepregression object
epochs	integer, the number of epochs to fit the model
batch_size	integer, the batch size used for mini-batch training
validation_split	float in [0,1] defining the amount of data used for validation
validation_data	optional specified validation data
callbacks	a list of callbacks for fitting
verbose	logical, whether to print losses during training.
view_metrics	logical, whether to trigger the Viewer in RStudio / Browser.
early_stopping	logical, whether early stopping should be user.

Value

list of arguments used in fit function

deepregression documentation built on Sept. 9, 2025, 5:27 p.m.