new_network: Sequential network constructor

In ruta: Implementation of Unsupervised Neural Architectures

Sequential network constructor

Description

Constructor function for networks composed of several sequentially placed layers. You shouldn't generally need to use this. Instead, consider concatenating several layers with +.ruta_network.

Usage

new_network(...)

Arguments

...	Zero or more objects of class "ruta_layer"

Value

A construct with class "ruta_network"

Examples

my_network <- new_network(
  new_layer("input", 784, "linear"),
  new_layer("dense",  32, "tanh"),
  new_layer("dense", 784, "sigmoid")
)

# Instead, consider using
my_network <- input() + dense(32, "tanh") + output("sigmoid")

ruta documentation built on Jan. 9, 2023, 1:20 a.m.