dep: dep

In nnR: Neural Networks Made Algebraic

dep

Description

The function that returns the depth of a neural network. Denoted \mathsf{D}.

Usage

dep(nu)

Arguments

nu	a neural network of the type generated by create_nn(). Very straightforwardly it is the length of the list where neural networks are defined as an odered list of lists.

Value

Integer representing the depth of the neural network.

References

Definition 1.3.1. Jentzen, A., Kuckuck, B., and von Wurstemberger, P. (2023). Mathematical introduction to deep learning: Methods, implementations, and theory. https://arxiv.org/abs/2310.20360.

Examples

create_nn(c(4, 5, 6, 2)) |> dep()

nnR documentation built on May 29, 2024, 2:02 a.m.